<div id="pf1" class="pf w0 h0" data-page-no="1"><div class="pc pc1 w0 h0"><img class="bi x0 y0 w1 h1" alt="" src="https://files.passeidireto.com/ac0e928a-9d6e-41f8-8789-3f00942081f8/bg1.png"><div class="t m0 x1 h2 y1 ff1 fs0 fc0 sc0 ls0"><span class="fc2 sc0">1</span></div><div class="t m0 x2 h3 y2 ff2 fs1 fc1 sc0 ls0 ws1"><span class="fc2 sc0">Map</span><span class="fc2 sc0">e</span><span class="fc2 sc0">ament</span><span class="fc2 sc0">o do Uso e Ab</span><span class="fc2 sc0">er</span><span class="fc2 sc0">tur</span><span class="fc2 sc0">a de </span><span class="ff3"><span class="fc2 sc0">D</span><span class="fc2 sc0">ados par</span><span class="fc2 sc0">a a Ges</span><span class="fc2 sc0">tão do T</span><span class="blank _0"></span><span class="fc2 sc0">r</span><span class="fc2 sc0">ansp</span><span class="fc2 sc0">or</span><span class="fc2 sc0">t</span><span class="fc2 sc0">e Pú</span><span class="fc2 sc0">b</span><span class="fc2 sc0">lic</span><span class="fc2 sc0">o </span></span></div><div class="t m0 x2 h3 y3 ff3 fs1 fc1 sc0 ls1 ws0"><span class="fc2 sc0">C</span><span class="fc2 sc0">o</span><span class="fc2 sc0">l</span><span class="fc2 sc0">et</span><span class="fc2 sc0">i</span><span class="fc2 sc0">vo</span><span class="blank"> </span><span class="ff2 ls0 ws1"><span class="fc2 sc0"> nos Munic</span><span class="fc2 sc0">íp</span><span class="fc2 sc0">ios Br</span><span class="fc2 sc0">asileir</span><span class="fc2 sc0">os</span></span></div></div><div class="pi" data-data="{"ctm":[1.000000,0.000000,0.000000,1.000000,0.000000,0.000000]}"></div></div> <div id="pf2" class="pf w2 h0" data-page-no="2"><div class="pc pc2 w2 h0"><img class="bi x0 y0 w3 h1" alt="" src="https://files.passeidireto.com/ac0e928a-9d6e-41f8-8789-3f00942081f8/bg2.png"><div class="t m0 x2 h4 y4 ff4 fs2 fc3 sc0 ls2 ws1">REALIZA<span class="blank _0"></span>Ç<span class="blank _1"></span>Ã<span class="blank _0"></span>O E<span class="blank _2"> </span> </div><div class="t m0 x2 h4 y5 ff4 fs2 fc3 sc0 ls2 ws2">ELABORA<span class="blank _0"></span>Ç<span class="blank _1"></span>Ã<span class="blank _0"></span>O<span class="ff1 fs3 fc1 ls0 ws1 v0"> </span></div><div class="t m0 x2 h5 y6 ff1 fs3 fc1 sc0 ls0 ws1">F<span class="blank _1"></span>rente Nacional de Prefeit<span class="blank _1"></span>os</div><div class="t m0 x2 h6 y7 ff5 fs3 fc1 sc0 ls0 ws1">T<span class="blank _0"></span>ainá Bit<span class="blank _1"></span>tencourt</div><div class="t m0 x2 h6 y8 ff5 fs3 fc1 sc0 ls0 ws1">C<span class="blank _1"></span>esar Medeiros </div><div class="t m0 x2 h6 y9 ff5 fs3 fc1 sc0 ls0 ws1">Isabela Barbosa</div><div class="t m0 x2 h5 ya ff1 fs3 fc1 sc0 ls0 ws1">ITDP Brasil</div><div class="t m0 x2 h6 yb ff5 fs3 fc1 sc0 ls0 ws1">L<span class="blank _1"></span>eonardo V<span class="blank _0"></span>eiga</div><div class="t m0 x2 h6 yc ff5 fs3 fc1 sc0 ls0 ws1">Ana Nassar </div><div class="t m0 x2 h6 yd ff5 fs3 fc1 sc0 ls0 ws1">Beatriz R<span class="blank _1"></span>odrigues</div><div class="t m0 x2 h6 ye ff5 fs3 fc1 sc0 ls0 ws1">Clarisse Cunha Linke</div><div class="t m0 x2 h6 yf ff5 fs3 fc1 sc0 ls0 ws1">Giulia Milesi </div><div class="t m0 x2 h6 y10 ff5 fs3 fc1 sc0 ls0 ws1">Mariana Brito</div><div class="t m0 x2 h6 y11 ff5 fs3 fc1 sc0 ls0 ws1">Pedr<span class="blank _1"></span>o Paulo Bast<span class="blank _1"></span>os</div><div class="t m0 x3 h4 y12 ff4 fs2 fc3 sc0 ls3 ws3">APOIO</div><div class="t m0 x3 h5 y13 ff1 fs3 fc1 sc0 ls0 ws1">Instituto de Pesquisa E<span class="blank _1"></span>conômica </div><div class="t m0 x3 h5 y14 ff1 fs3 fc1 sc0 ls0 ws4">Aplicada</div><div class="t m0 x3 h6 y15 ff5 fs3 fc1 sc0 ls0 ws1">Raf<span class="blank _1"></span>ael Per<span class="blank _1"></span>eira</div><div class="t m0 x3 h5 y16 ff1 fs3 fc1 sc0 ls4 ws1">F<span class="blank _1"></span>órum Nacional de Secretários e<span class="blank _2"> </span> </div><div class="t m0 x3 h5 y17 ff1 fs3 fc1 sc0 ls4 ws1">Dirigentes de Mobilidade Urbana<span class="ls0"> </span></div><div class="t m0 x3 h4 y18 ff4 fs2 fc3 sc0 ls5 ws5">DIA<span class="blank _0"></span>GRAMA<span class="blank _0"></span>Ç<span class="blank _1"></span>Ã<span class="blank _0"></span>O</div><div class="t m0 x3 h6 y19 ff5 fs3 fc1 sc0 ls0 ws1">C<span class="blank _1"></span>oletivo Piu (@coletivopiu)</div><div class="t m0 x4 h7 y1a ff4 fs4 fc0 sc0 ls0 ws1">FICHA TÉCNI<span class="blank _1"></span>C<span class="blank _0"></span>A<span class="blank _3"> </span><span class="v1">LIST<span class="blank _4"></span>A DE SIGLA<span class="blank _1"></span>S</span></div><div class="t m0 x5 h6 y1b ff5 fs3 fc1 sc0 ls0 ws1">ANTP - Agência Nacional de T<span class="blank _0"></span>ransporte Público </div><div class="t m0 x5 h6 y1c ff5 fs3 fc1 sc0 ls0 ws1">ANTP - Associação Nacional de T<span class="blank _0"></span>ransportes Públicos </div><div class="t m0 x5 h6 y1d ff5 fs3 fc1 sc0 ls0 ws1">APIs - </div><div class="t m1 x6 h8 y1e ff5 fs5 fc1 sc0 ls0 ws1">Application Progr<span class="blank _1"></span>amming Interfaces </div><div class="t m0 x5 h6 y1f ff5 fs3 fc1 sc0 ls0 ws1">A<span class="blank _1"></span>VL \u2013</div><div class="t m1 x7 h8 y1f ff5 fs5 fc1 sc0 ls0 ws1"> Automatic vehicle location</div><div class="t m0 x5 h6 y20 ff5 fs3 fc1 sc0 ls0 ws1">BHT<span class="blank _0"></span>r<span class="blank _1"></span>ans - Empresa de T<span class="blank _0"></span>r<span class="blank _1"></span>ansportes e T<span class="blank _0"></span>rânsit<span class="blank _1"></span>o de Belo Horizonte </div><div class="t m0 x5 h6 y21 ff5 fs3 fc1 sc0 ls0 ws1">CC<span class="blank _1"></span>O - C<span class="blank _1"></span>entro de C<span class="blank _1"></span>ontrole de Oper<span class="blank _1"></span>ações </div><div class="t m0 x5 h6 y22 ff5 fs3 fc1 sc0 ls0 ws1">EUA - E<span class="blank _1"></span>stados Unidos da América </div><div class="t m0 x5 h6 y23 ff5 fs3 fc1 sc0 ls0 ws1">FNP - F<span class="blank _1"></span>rent<span class="blank _1"></span>e Nacional de Prefeit<span class="blank _1"></span>os </div><div class="t m0 x5 h6 y24 ff5 fs3 fc1 sc0 ls0 ws1">GPRS - Gener<span class="blank _1"></span>al P<span class="blank _1"></span>acket Radio Service </div><div class="t m0 x5 h6 y25 ff5 fs3 fc1 sc0 ls0 ws1">GPS - </div><div class="t m1 x8 h8 y26 ff5 fs5 fc1 sc0 ls0 ws1">Global Positional Sys<span class="blank _1"></span>tem </div><div class="t m0 x5 h6 y27 ff5 fs3 fc1 sc0 ls0 ws1">GTF<span class="blank _1"></span>S - </div><div class="t m1 x9 h8 y27 ff6 fs5 fc1 sc0 ls0 ws6">\ue649\ue71b\ue762\ue71b\ue793\ue6f0\ue757\ue603\ue648<span class="blank _0"></span>\ue71b\ue71b\ue713\ue603\ue6bb<span class="blank _0"></span>\ue793<span class="blank _1"></span>\ue6f0\ue762\ue79b\ue741\ue7a7\ue603\ue6ae\ue790\ue71b\ue70c\ue741\ue7e0\ue70c\ue6f0\ue7a7\ue741\ue76d\ue762\ue603</div><div class="t m0 x5 h6 y28 ff6 fs3 fc1 sc0 ls0 ws7">\ue656\ue61f\ue649\ue631\ue603\ue958\ue603\ue656\ue762\ue79b\ue7a7\ue741\ue7a7\ue7af\ue7a7\ue76d\ue603\ue61f\ue793\ue6f0\ue79b\ue741\ue757\ue71b\ue741\ue793<span class="blank _1"></span>\ue76d\ue603\ue713\ue71b\ue603\ue649\ue71b\ue76d\ue734\ue793<span class="blank _1"></span>\ue6f0\ue7e0\ue6f0\ue603\ue631\ue79b\ue7a7\ue6f0\ue7a7\ue743\ue79b\ue7a7\ue741\ue70c\ue6f0\ue603</div><div class="t m0 x5 h6 y29 ff5 fs3 fc1 sc0 ls0 ws1">INDA - Infr<span class="blank _1"></span>aestrutur<span class="blank _1"></span>a Nacional de Dados Abertos </div><div class="t m0 x5 h6 y2a ff5 fs3 fc1 sc0 ls0 ws1">Ipea - Instituto de Pesquisa E<span class="blank _1"></span>conômica e Aplicada </div><div class="t m0 x5 h6 y2b ff5 fs3 fc1 sc0 ls0 ws1">IPPUC - Instituto de Pesquisa e Planejamento Urbano de C<span class="blank _1"></span>uritiba </div><div class="t m0 x5 h6 y2c ff5 fs3 fc1 sc0 ls0 ws1">IP<span class="blank _1"></span>TU - Imposto Pr<span class="blank _1"></span>edial T<span class="blank _0"></span>erritorial Urbano </div><div class="t m0 x5 h6 y2d ff6 fs3 fc1 sc0 ls0 ws8">\ue656\ue6bb\ue627\ue6a3\ue603\ue958\ue603\ue656\ue762\ue79b\ue7a7\ue741\ue7a7\ue7af\ue7a7\ue76d\ue603\ue713\ue71b\ue603\ue6a3\ue76d\ue757\ue743\ue7a7\ue741\ue70c\ue6f0\ue79b\ue603\ue713\ue71b\ue603\ue6bb<span class="blank _0"></span>\ue793<span class="blank _1"></span>\ue6f0\ue762\ue79b\ue790\ue76d\ue793\ue7a7\ue71b\ue603\ue71b\ue603\ue627\ue71b\ue79b\ue71b\ue762\ue7c6\ue76d\ue757\ue7c6\ue741\ue760\ue71b\ue762\ue7a7\ue76d\ue603</div><div class="t m0 x5 h6 y2e ff5 fs3 fc1 sc0 ls0 ws1">ITS - </div><div class="t m1 xa h8 y2f ff5 fs5 fc1 sc0 ls0 ws1">Intelligent T<span class="blank _0"></span>r<span class="blank _1"></span>ansportation Systems </div><div class="t m0 x5 h6 y30 ff5 fs3 fc1 sc0 ls0 ws1">LAI - Lei de A<span class="blank _1"></span>cesso à Informação</div><div class="t m0 x5 h6 y31 ff5 fs3 fc1 sc0 ls0 ws1">L<span class="blank _1"></span>GPD - Lei Ger<span class="blank _1"></span>al de Pro<span class="blank _1"></span>teção de Dados </div><div class="t m0 x5 h6 y32 ff5 fs3 fc1 sc0 ls0 ws1">MUNIC - Pesquisa de Informações Básicas Municipais </div><div class="t m0 x5 h6 y33 ff5 fs3 fc1 sc0 ls0 ws1">OGD -</div><div class="t m1 x8 h8 y34 ff5 fs5 fc1 sc0 ls0 ws1"> Open Government Data</div><div class="t m0 xb h6 y34 ff5 fs3 fc1 sc0 ls0 ws1"> </div><div class="t m0 x5 h6 y35 ff6 fs3 fc1 sc0 ls0 ws7">\ue6a3\ue673\ue675\ue6c2\ue603\ue958\ue603\ue6a3\ue76d\ue757\ue743\ue7a7\ue741\ue70c\ue6f0\ue603\ue675\ue6f0\ue70c\ue741\ue76d\ue762\ue6f0\ue757\ue603\ue713\ue71b\ue603\ue673\ue76d\ue70b\ue741\ue757\ue741\ue713\ue6f0\ue713\ue71b\ue603\ue6c2\ue793\ue70b\ue6f0\ue762\ue6f0\ue603</div><div class="t m0 x5 h6 y36 ff5 fs3 fc1 sc0 ls0 ws1">SBE - Sistema de Bilhetagem Eletr<span class="blank _1"></span>ônica </div><div class="t m0 x5 h6 y37 ff6 fs3 fc1 sc0 ls0 ws7">\ue6ae\ue656\ue649\ue603\ue958\ue603\ue6ae\ue741\ue79b\ue7a7\ue71b\ue760\ue6f0\ue603\ue713\ue71b\ue603\ue656\ue762\ue733\ue76d\ue793\ue760\ue6f0\ue70f\ue708\ue76d\ue603\ue649\ue71b\ue76d\ue734\ue793<span class="blank _1"></span>\ue6f1\ue7e0\ue70c\ue6f0\ue603</div><div class="t m0 x5 h6 y38 ff5 fs3 fc1 sc0 ls0 ws1">SP<span class="blank _1"></span>T<span class="blank _0"></span>r<span class="blank _1"></span>ans - São Paulo T<span class="blank _0"></span>r<span class="blank _1"></span>ansporte S/<span class="blank _1"></span>A </div><div class="t m0 x5 h6 y39 ff5 fs3 fc1 sc0 ls0 ws1">URBS - Urbanização de Curitiba S/<span class="blank _0"></span>A </div><div class="t m0 xc h9 y3a ff7 fs0 fc1 sc0 ls0 ws9">Re<span class="blank _1"></span>alização:</div><div class="t m0 xc h9 y3b ff7 fs0 fc1 sc0 ls0 wsa">Apoio:<span class="blank"> </span>Consultoria:</div><div class="t m0 xd h9 y3a ff7 fs0 fc1 sc0 ls0 ws9">Co\ufb01nanciamento:</div></div><div class="pi" data-data="{"ctm":[1.000000,0.000000,0.000000,1.000000,0.000000,0.000000]}"></div></div> <div id="pf3" class="pf w2 h0" data-page-no="3"><div class="pc pc3 w2 h0"><img fetchpriority="low" loading="lazy" class="bi x0 y0 w3 h1" alt="" src="https://files.passeidireto.com/ac0e928a-9d6e-41f8-8789-3f00942081f8/bg3.png"><div class="t m0 x2 ha y3c ff8 fs3 fc1 sc0 ls0 wsb">Introdução</div><div class="t m0 x2 ha y3d ff8 fs3 fc1 sc0 ls0 ws1">1. Metodologia</div><div class="t m0 xe h6 y3e ff5 fs3 fc1 sc0 ls0 ws1">1.<span class="blank _0"></span>1 Metodologia par<span class="blank _1"></span>a aplicação do formulário de pesquisa</div><div class="t m0 xe h6 y3f ff5 fs3 fc1 sc0 ls0 ws1">1.2 Metodologia para r<span class="blank _1"></span>ealização das entr<span class="blank _1"></span>evistas</div><div class="t m0 x2 ha y40 ff8 fs3 fc1 sc0 ls0 ws1">2. Conte<span class="blank _1"></span>xtualiz<span class="blank _1"></span>ação</div><div class="t m0 xe h6 y41 ff5 fs3 fc1 sc0 ls0 ws1">2.<span class="blank _0"></span>1. Gestão de dados no conte<span class="blank _1"></span>xto dos IT<span class="blank _1"></span>S</div><div class="t m0 xe h6 y42 ff5 fs3 fc1 sc0 ls0 ws1">2.2 Sistema de Bilhetagem Eletrônica</div><div class="t m0 xe h6 y43 ff5 fs3 fc1 sc0 ls0 ws1">2.3. GPS</div><div class="t m0 xe h6 y44 ff5 fs3 fc1 sc0 ls0 ws1">2.<span class="blank _1"></span>4. GTFS</div><div class="t m0 xe h6 y45 ff5 fs3 fc1 sc0 ls0 ws1">2.5. Dados aber<span class="blank _2"> </span>tos</div><div class="t m0 x2 h5 y46 ff9 fs3 fc1 sc0 ls0 ws1">3. Liçõ<span class="blank _2"> </span>es aprendidas, desa\ue7e0os e opor<span class="blank _2"> </span>tunidades na </div><div class="t m0 x2 ha y47 ff8 fs3 fc1 sc0 ls0 ws1">estr<span class="blank _1"></span>atégia de gestão de dados</div><div class="t m0 xe h6 y48 ff5 fs3 fc1 sc0 ls0 ws1">3.<span class="blank _0"></span>1. C<span class="blank _1"></span>oleta de dados</div><div class="t m0 xe h6 y49 ff5 fs3 fc1 sc0 ls0 ws1">3.2. Publicação de dados</div><div class="t m0 x4 h6 y4a ff5 fs3 fc1 sc0 ls0 ws1">3.2.<span class="blank _0"></span>1 C<span class="blank _1"></span>oncepção de dados aber<span class="blank _2"> </span>tos</div><div class="t m0 x4 h6 y4b ff6 fs3 fc1 sc0 ls0 ws7">\ue8da\ue93b\ue8d9\ue93b\ue8d9\ue603\ue627\ue71b\ue79b\ue6f0\ue7e0\ue76d\ue79b\ue603\ue790\ue6f0\ue793\ue6f0\ue603\ue790\ue7af\ue70b\ue757\ue741\ue70c\ue6f0\ue70f\ue708\ue76d\ue603\ue713\ue71b\ue603\ue713\ue6f0\ue713\ue76d\ue79b</div><div class="t m0 xf h6 y4c ff5 fs3 fc1 sc0 ls0 ws1"> 3.2.2.<span class="blank _0"></span>1 Relações c<span class="blank _1"></span>ontratuais e a pr<span class="blank _1"></span>opriedade sobre os </div><div class="t m0 xf h6 y4d ff5 fs3 fc1 sc0 ls0">dados</div><div class="t m0 xf h6 y4e ff5 fs3 fc1 sc0 ls0 ws1">3.2.2.<span class="blank _2"> </span>2 Flux<span class="blank _1"></span>o de dados entre iniciativ<span class="blank _1"></span>a privada e poder </div><div class="t m0 xf h6 y4f ff5 fs3 fc1 sc0 ls0 ws7">público</div><div class="t m0 xf h6 y50 ff5 fs3 fc1 sc0 ls0 ws1"> 3.2.2.<span class="blank _2"> </span>3 Conhecimentos<span class="blank _1"></span>, recursos e capacidades técnicas</div><div class="t m0 x4 h6 y51 ff6 fs3 fc1 sc0 ls0 wsc">\ue8da\ue93b\ue8d9\ue93b\ue8da\ue93b\ue603\ue6a3\ue76d\ue757\ue743\ue7a7\ue741\ue70c\ue6f0\ue603\ue713\ue71b\ue603\ue713\ue6f0\ue713\ue76d\ue79b\ue603\ue6f0\ue70b\ue71b\ue793<span class="blank"> </span>\ue7a7\ue76d\ue79b</div><div class="t m0 x10 h6 y52 ff5 fs3 fc1 sc0 ls0 ws1">3.3. Utilização de dados</div><div class="t m0 x11 h6 y53 ff5 fs3 fc1 sc0 ls0 ws1">3.3.<span class="blank _0"></span>1. Capacidade de planejamento</div><div class="t m0 x11 h6 y54 ff5 fs3 fc1 sc0 ls0 ws1">3.3.2 Governança de dados</div><div class="t m0 x11 h6 y55 ff5 fs3 fc1 sc0 ls0 ws1">3.3.3 Capacidade de processamento e análise</div><div class="t m0 x5 h5 y56 ff9 fs3 fc1 sc0 ls0 ws11">Consider<span class="blank _1"></span>ações \ue7e0nais</div><div class="t m0 x5 h5 y57 ff9 fs3 fc1 sc0 ls0 ws1">R<span class="blank _1"></span>ef<span class="blank _1"></span>erências Biblio<span class="blank _2"> </span>grá\ue7e0cas</div><div class="t m0 x5 h6 y58 ff8 fs3 fc1 sc0 ls0 ws1">Apêndice 1 <span class="ff5">\u2013 F<span class="blank _1"></span>ormulário de mapeamento sobre o uso de </span></div><div class="t m0 x5 h6 y59 ff5 fs3 fc1 sc0 ls0 ws1">dados abertos para gestão do tr<span class="blank _1"></span>ansporte público</div><div class="t m0 x5 h6 y5a ff8 fs3 fc1 sc0 ls0 ws1">Apêndice 2<span class="ff6 ws7">\ue603\ue955\ue603\ue669\ue741\ue79b\ue7a7\ue6f0\ue603\ue713\ue71b\ue603\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603\ue793\ue71b\ue79b\ue790\ue76d\ue762\ue713\ue71b\ue762\ue7a7\ue71b\ue79b\ue603\ue713\ue76d\ue603\ue733\ue76d\ue793\ue760\ue7af\ue757\ue6f1\ue793\ue741\ue76d</span></div><div class="t m0 x5 h6 y5b ff8 fs3 fc1 sc0 ls0 ws1">Apêndice 3<span class="ff5"> - Ro<span class="blank _1"></span>teir<span class="blank _1"></span>o das entrevis<span class="blank _1"></span>tas de apro<span class="blank _1"></span>fundamento dos </span></div><div class="t m0 x5 h6 y5c ff5 fs3 fc1 sc0 ls0 ws1">conte<span class="blank _1"></span>xtos locais </div><div class="t m0 x1 ha y5d ff8 fs3 fc1 sc0 ls0">06</div><div class="t m0 x12 ha y5e ff8 fs3 fc1 sc0 ls6">07</div><div class="t m0 x12 ha y5f ff8 fs3 fc1 sc0 ls6">07</div><div class="t m0 x12 ha y60 ff8 fs3 fc1 sc0 ls0">10</div><div class="t m0 x13 ha y61 ff8 fs3 fc1 sc0 ls0">13</div><div class="t m0 x14 ha y62 ff8 fs3 fc1 sc0 ls0">14</div><div class="t m0 x14 ha y63 ff8 fs3 fc1 sc0 ls0">16</div><div class="t m0 x13 ha y64 ff8 fs3 fc1 sc0 ls0">17</div><div class="t m0 x14 ha y65 ff8 fs3 fc1 sc0 ls0">19</div><div class="t m0 x12 ha y66 ff8 fs3 fc1 sc0 ls7">23</div><div class="t m0 x12 ha y67 ff8 fs3 fc1 sc0 ls8">26</div><div class="t m0 x12 ha y68 ff8 fs3 fc1 sc0 ls8">26</div><div class="t m0 x14 ha y69 ff8 fs3 fc1 sc0 ls9 wsd">32</div><div class="t m0 x12 ha y6a ff8 fs3 fc1 sc0 lsa">35</div><div class="t m0 x12 ha y6b ff8 fs3 fc1 sc0 lsb">39</div><div class="t m0 x1 ha y6c ff8 fs3 fc1 sc0 lsb">40</div><div class="t m0 x12 ha y6d ff8 fs3 fc1 sc0 lsc">45</div><div class="t m0 x1 ha y6e ff8 fs3 fc1 sc0 ls0">50</div><div class="t m0 x12 ha y6f ff8 fs3 fc1 sc0 ls0">52</div><div class="t m0 x15 hb y70 ff4 fs4 fc0 sc0 ls0 wse">SUMÁRIO</div><div class="t m0 x16 ha y3c ff8 fs3 fc1 sc0 ls0">55</div><div class="t m0 x17 ha y3d ff8 fs3 fc1 sc0 lsd">58</div><div class="t m0 x17 ha y3e ff8 fs3 fc1 sc0 ls8">59</div><div class="t m0 x17 ha y3f ff8 fs3 fc1 sc0 ls0">60</div><div class="t m0 x17 ha y40 ff8 fs3 fc1 sc0 lse wsf">64</div><div class="t m0 x17 ha y41 ff8 fs3 fc1 sc0 ls0">66</div><div class="t m0 x17 ha y71 ff8 fs3 fc1 sc0 lsf ws10">68</div><div class="t m0 x17 ha y72 ff8 fs3 fc1 sc0 ls10">83</div><div class="t m0 x17 ha y73 ff8 fs3 fc1 sc0 ls11">86</div><a class="l" data-dest-detail="[4,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:70.866100px;bottom:670.632000px;width:67.511900px;height:15.428000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[5,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:70.866100px;bottom:642.128000px;width:90.836900px;height:15.428000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[5,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:81.866100px;bottom:613.867000px;width:309.848900px;height:14.366000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[7,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:81.866100px;bottom:585.363000px;width:256.774900px;height:14.366000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[8,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:70.866100px;bottom:556.617000px;width:119.744900px;height:15.427000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[9,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:81.866100px;bottom:528.355000px;width:222.058900px;height:14.366000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[10,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:81.866100px;bottom:499.851000px;width:200.818900px;height:14.366000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[10,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:81.866100px;bottom:471.347000px;width:43.921900px;height:14.366000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[11,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:81.866100px;bottom:442.843000px;width:51.077900px;height:14.366000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[13,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:81.866100px;bottom:414.339000px;width:101.494900px;height:14.366000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[15,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:70.866100px;bottom:385.593000px;width:309.183900px;height:15.428000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[15,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:70.866100px;bottom:365.593000px;width:184.962900px;height:15.428000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[15,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:81.866100px;bottom:344.681000px;width:106.208900px;height:14.366000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[18,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:81.866100px;bottom:316.177000px;width:132.591900px;height:14.366000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[19,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:92.866100px;bottom:287.673000px;width:182.492900px;height:14.366000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[21,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:92.866100px;bottom:259.169000px;width:216.332900px;height:14.366000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[22,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:119.183000px;bottom:230.665000px;width:288.311000px;height:14.366000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[22,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:103.866000px;bottom:210.665000px;width:33.374000px;height:14.366000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[24,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:103.866000px;bottom:182.161000px;width:295.003000px;height:14.366000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[24,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:103.866000px;bottom:162.161000px;width:39.490000px;height:14.366000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[27,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:103.866000px;bottom:133.657000px;width:303.364000px;height:14.366000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[28,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:92.866100px;bottom:105.154000px;width:168.181900px;height:14.366000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[29,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:677.142000px;bottom:670.874000px;width:127.405000px;height:14.366000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[31,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:688.142000px;bottom:642.370000px;width:185.160000px;height:14.366000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[31,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:688.142000px;bottom:613.867000px;width:146.078000px;height:14.366000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[32,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:688.142000px;bottom:585.363000px;width:244.350000px;height:14.366000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[34,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:666.142000px;bottom:556.617000px;width:125.965000px;height:15.427000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[35,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:666.142000px;bottom:528.113000px;width:158.651000px;height:15.427000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[36,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:666.142000px;bottom:499.609000px;width:315.998000px;height:15.427000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[36,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:666.142000px;bottom:479.851000px;width:267.185000px;height:14.366000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[43,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:666.142000px;bottom:451.105000px;width:339.778000px;height:15.427000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[45,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:666.142000px;bottom:422.601000px;width:343.568000px;height:15.427000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[45,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:666.142000px;bottom:402.843000px;width:87.630000px;height:14.366000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[4,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:508.009000px;bottom:670.632000px;width:16.400000px;height:15.428000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[5,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:509.681000px;bottom:642.128000px;width:14.728000px;height:15.428000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[5,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:509.681000px;bottom:613.624000px;width:14.728000px;height:15.428000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[7,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:510.236000px;bottom:585.121000px;width:14.173000px;height:15.427000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[8,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:511.798000px;bottom:556.617000px;width:12.611000px;height:15.427000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[9,"Fit"]"><div class="d m2" 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style="border-style:none;position:absolute;left:510.539000px;bottom:414.097000px;width:13.870000px;height:15.428000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[15,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:509.691000px;bottom:385.593000px;width:14.718000px;height:15.428000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[15,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:509.691000px;bottom:342.916000px;width:14.718000px;height:15.427000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[18,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:510.753000px;bottom:314.412000px;width:13.656000px;height:15.428000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[19,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:510.489000px;bottom:285.908000px;width:13.920000px;height:15.428000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[21,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:509.637000px;bottom:257.404000px;width:14.772000px;height:15.428000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[22,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:507.959000px;bottom:228.900000px;width:16.450000px;height:15.428000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[24,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:509.565000px;bottom:180.554000px;width:14.844000px;height:15.427000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[27,"Fit"]"><div class="d m2" 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style="border-style:none;position:absolute;left:1104.850000px;bottom:613.624000px;width:14.840000px;height:15.428000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[32,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:1103.280000px;bottom:585.121000px;width:16.410000px;height:15.427000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[34,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:1103.600000px;bottom:556.617000px;width:16.090000px;height:15.427000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[35,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:1103.870000px;bottom:528.113000px;width:15.820000px;height:15.427000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[36,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:1103.190000px;bottom:479.766000px;width:16.500000px;height:15.428000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[43,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:1104.300000px;bottom:451.262000px;width:15.390000px;height:15.428000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l" data-dest-detail="[45,"Fit"]"><div class="d m2" style="border-style:none;position:absolute;left:1103.270000px;bottom:402.916000px;width:16.420000px;height:15.427000px;background-color:rgba(255,255,255,0.000001);"></div></a></div><div class="pi" data-data="{"ctm":[1.000000,0.000000,0.000000,1.000000,0.000000,0.000000]}"></div></div> <div id="pf4" class="pf w2 h0" data-page-no="4"><div class="pc pc4 w2 h0"><img fetchpriority="low" loading="lazy" class="bi x0 y0 w3 h1" alt="" src="https://files.passeidireto.com/ac0e928a-9d6e-41f8-8789-3f00942081f8/bg4.png"><div class="t m0 x18 h2 y1 ff1 fs0 fc0 sc0 ls0"><span class="fc2 sc0">7</span></div><div class="t m0 x5 h3 y2 ffa fs1 fc1 sc0 ls0 ws1"><span class="fc2 sc0">Map</span><span class="fc2 sc0">e</span><span class="fc2 sc0">ament</span><span class="fc2 sc0">o do Uso e Ab</span><span class="fc2 sc0">er</span><span class="fc2 sc0">tur</span><span class="fc2 sc0">a de </span><span class="ffb"><span class="fc2 sc0">D</span><span class="fc2 sc0">ados par</span><span class="fc2 sc0">a a Ges</span><span class="fc2 sc0">tão do T</span><span class="blank _0"></span><span class="fc2 sc0">r</span><span class="fc2 sc0">ansp</span><span class="fc2 sc0">or</span><span class="fc2 sc0">t</span><span class="fc2 sc0">e Pú</span><span class="fc2 sc0">b</span><span class="fc2 sc0">lic</span><span class="fc2 sc0">o C</span><span class="fc2 sc0">o</span><span class="blank _1"></span><span class="fc2 sc0">le</span><span class="fc2 sc0">t</span><span class="fc2 sc0">iv</span><span class="fc2 sc0">o</span><span class="ffa"><span class="fc2 sc0"> </span></span></span></div><div class="t m0 x5 h3 y3 ffa fs1 fc1 sc0 ls0 ws1"><span class="fc2 sc0">nos Munic</span><span class="fc2 sc0">íp</span><span class="fc2 sc0">ios Br</span><span class="fc2 sc0">asileir</span><span class="fc2 sc0">os</span></div><div class="t m0 x19 h2 y1 ff1 fs0 fc0 sc0 ls0">6</div><div class="t m0 x1a h3 y2 ffc fs1 fc1 sc0 ls0 ws1">Mapeamento do Uso e Abertura de <span class="ffd">Dados para a Gestão do T<span class="blank _0"></span>ransporte Público </span></div><div class="t m0 x1b h3 y3 ffd fs1 fc1 sc0 ls1 ws0">Coletivo<span class="blank"> </span><span class="ffc ls0 ws1"> nos Municípios Brasileiros</span></div><div class="t m0 x15 hb y74 ff4 fs4 fc0 sc0 ls0 wse">INTRODUÇ<span class="blank _0"></span>Ã<span class="blank _0"></span>O</div><div class="t m0 x1c hc y75 ffe fs6 fc2 sc1 ls0 ws1b">S<span class="blank _0"></span><span class="fff sc2 ws1"> </span></div><div class="t m0 xf h6 y76 ff6 fs3 fc1 sc0 ls0 ws1c">\ue708\ue76d\ue603<span class="blank"> </span>\ue760\ue7af\ue741\ue7a7\ue76d\ue79b\ue603<span class="blank"> </span>\ue76d\ue79b\ue603<span class="blank"> </span>\ue713\ue71b\ue79b\ue6f0\ue7e0\ue76d\ue79b\ue603<span class="blank"> </span>\ue793\ue71b\ue757\ue6f0\ue70c\ue741\ue76d<span class="ff5">-</span></div><div class="t m0 xf h6 y77 ff5 fs3 fc1 sc0 ls0 ws31">nados à mobilidade urbana nos </div><div class="t m0 x2 h6 y78 ff6 fs3 fc1 sc0 ls0 ws7">\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603\ue70b\ue793\ue6f0\ue79b\ue741\ue757\ue71b\ue741\ue793<span class="blank _1"></span>\ue76d\ue79b\ue93b\ue603\ue680\ue603\ue6f0\ue7af\ue760\ue71b\ue762\ue7a7\ue76d\ue603\ue70c\ue76d\ue762<span class="ff5">-</span></div><div class="t m0 x2 h6 y79 ff6 fs3 fc1 sc0 ls0 ws1d">\ue7a7\ue743\ue762\ue7af\ue76d\ue603<span class="blank"> </span>\ue713\ue6f0\ue603<span class="blank"> </span>\ue760\ue76d\ue7a7\ue76d\ue793\ue741\ue7d7<span class="blank _1"></span>\ue6f0\ue70f\ue708\ue76d\ue603<span class="blank"> </span>\ue741\ue762\ue713\ue741\ue7c6\ue741\ue713\ue7af\ue6f0\ue757\ue603<span class="blank"> </span>\ue71b\ue603<span class="blank"> </span>\ue6f0\ue603</div><div class="t m0 x2 h6 y7a ff6 fs3 fc1 sc0 ls0 ws1e">\ue792\ue7af\ue71b\ue713\ue6f0\ue603<span class="blank"> </span>\ue79b\ue741\ue734\ue762\ue741\ue7e0\ue70c\ue6f0\ue7a7\ue741\ue7c6\ue6f0\ue603<span class="blank"> </span>\ue762\ue6f0\ue603<span class="blank"> </span>\ue713\ue71b\ue760\ue6f0\ue762\ue713\ue6f0\ue603<span class="blank"> </span>\ue790\ue71b\ue757\ue76d\ue603</div><div class="t m0 x2 h6 y7b ff5 fs3 fc1 sc0 ls0 ws32">transporte público c<span class="blank _1"></span>oletivo nas últimas </div><div class="t m0 x2 h6 y7c ff6 fs3 fc1 sc0 ls0 ws1f">\ue713\ue71c\ue70c\ue6f0\ue713\ue6f0\ue79b\ue603<span class="blank"> </span>\ue7a7\ue71b\ue760\ue603<span class="blank"> </span>\ue70c\ue76d\ue762\ue7a7\ue793\ue741\ue70b\ue7af\ue743\ue713\ue76d\ue603<span class="blank"> </span>\ue790\ue6f0\ue793<span class="blank _1"></span>\ue6f0\ue603<span class="blank"> </span>\ue6f0\ue603<span class="blank"> </span>\ue793\ue71b\ue713\ue7af<span class="ff5">-</span></div><div class="t m0 x2 h6 y7d ff5 fs3 fc1 sc0 ls0 ws33">ção da qualidade de vida nas cidades e </div><div class="t m0 x2 h6 y7e ff5 fs3 fc1 sc0 ls0 ws34">para o acirr<span class="blank _1"></span>amento das desigualdades </div><div class="t m0 x2 h6 y7f ff5 fs3 fc1 sc0 ls0 ws35">socioespaciais relacionadas ao trans-</div><div class="t m0 x2 h6 y80 ff5 fs3 fc1 sc0 ls0 ws36">porte. Os altos volumes de emissões </div><div class="t m0 x2 h6 y81 ff5 fs3 fc1 sc0 ls0 ws37">de poluentes atmosféric<span class="blank _1"></span>os, o número </div><div class="t m0 x2 h6 y82 ff5 fs3 fc1 sc0 ls0 ws38">de mortos e feridos no trânsit<span class="blank _1"></span>o e a fal-</div><div class="t m0 x2 h6 y83 ff5 fs3 fc1 sc0 ls0 ws39">ta de acesso e qualidade do serviço de </div><div class="t m0 x2 h6 y84 ff5 fs3 fc1 sc0 ls0 ws3a">transporte público são apenas alguns </div><div class="t m0 x2 h6 y85 ff5 fs3 fc1 sc0 ls0 ws1">dos muitos fenômenos observados.</div><div class="t m0 x2 h6 y86 ff6 fs3 fc1 sc0 ls0 ws7">\ue6a3\ue76d\ue757\ue743\ue7a7\ue741\ue70c\ue6f0\ue79b\ue603\ue790\ue7b0\ue70b\ue757\ue741\ue70c\ue6f0\ue79b\ue603\ue70b\ue6f0\ue79b\ue71b\ue6f0\ue713\ue6f0\ue79b\ue603\ue71b\ue760\ue603\ue71b\ue7c6\ue741\ue713\ue720\ue762<span class="ff5">-</span></div><div class="t m0 x2 h6 y87 ff6 fs3 fc1 sc0 ls0 ws7">\ue70c\ue741\ue6f0\ue603<span class="blank _1"></span>\ue70c\ue76d\ue762\ue79b\ue7a7\ue793\ue7af\ue743\ue713\ue6f0\ue79b\ue603<span class="blank _0"></span>\ue762\ue76d\ue79b\ue603\ue713\ue741\ue733<span class="blank _1"></span>\ue71b\ue793\ue71b\ue762\ue7a7\ue71b\ue79b\ue603<span class="blank _0"></span>\ue762\ue743\ue7c6\ue71b\ue741\ue79b\ue603\ue713\ue6f0\ue603</div><div class="t m0 x2 h6 y88 ff5 fs3 fc1 sc0 ls0 ws3b">feder<span class="blank _1"></span>ação são fundamentais par<span class="blank _1"></span>a de </div><div class="t m0 x2 h6 y89 ff5 fs3 fc1 sc0 ls0 ws3c">fato c<span class="blank _1"></span>ontribuir para a mudança desse </div><div class="t m0 x2 h6 y8a ff6 fs3 fc1 sc0 ls0 ws20">\ue70c\ue71b\ue762\ue6f1\ue793\ue741\ue76d\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue733\ue76d\ue793\ue760\ue6f0\ue603<span class="blank"> </span>\ue71b\ue7e0\ue70c\ue741\ue71b\ue762\ue7a7\ue71b\ue603<span class="blank"> </span>\ue71b\ue603<span class="blank"> </span>\ue6f0\ue757\ue741\ue762\ue73c\ue6f0\ue713\ue6f0\ue603</div><div class="t m0 x2 h6 y8b ff5 fs3 fc1 sc0 ls0 ws3d">aos objetivos de desenvolvimento ur<span class="blank _1"></span>-</div><div class="t m0 x2 h6 y8c ff5 fs3 fc1 sc0 ls0 ws3e">bano sustentável. P<span class="blank _1"></span>ar<span class="blank _1"></span>a tanto, é impe-</div><div class="t m0 x2 h6 y8d ff5 fs3 fc1 sc0 ls0 ws3f">rativ<span class="blank _1"></span>o construir redes de c<span class="blank _1"></span>ooperação e </div><div class="t m0 x2 h6 y8e ff5 fs3 fc1 sc0 ls0 ws40">assegurar que t<span class="blank _1"></span>odo o ciclo de formu-</div><div class="t m0 x2 h6 y8f ff5 fs3 fc1 sc0 ls0 ws41">lação, implementação e av<span class="blank _1"></span>aliação de </div><div class="t m0 x2 h6 y90 ff6 fs3 fc1 sc0 ls0 ws21">\ue790\ue76d\ue757\ue743\ue7a7\ue741\ue70c\ue6f0\ue79b\ue603<span class="blank"> </span>\ue790\ue7b0\ue70b\ue757\ue741\ue70c\ue6f0\ue79b\ue603<span class="blank"> </span>\ue71b\ue79b\ue7a7\ue71b\ue751\ue6f0\ue603<span class="blank"> </span>\ue733\ue7af\ue762\ue713\ue6f0\ue760\ue71b\ue762\ue7a7\ue6f0\ue757<span class="ff5">-</span></div><div class="t m0 x2 h6 y91 ff5 fs3 fc1 sc0 ls0 ws42">mente baseado em dados e métodos </div><div class="t m0 x2 h6 y92 ff6 fs3 fc1 sc0 ls0 ws7">\ue70c\ue76d\ue762\ue7e0\ue6f1\ue7c6\ue71b\ue741\ue79b\ue603\ue71b\ue603\ue70c\ue76d\ue762\ue79b\ue76d\ue757\ue741\ue713\ue6f0\ue713\ue76d\ue79b\ue93b</div><div class="t m0 x3 h6 y93 ff6 fs3 fc1 sc0 ls4 ws22">\ue627\ue741\ue7c6\ue71b\ue793\ue79b\ue76d\ue79b\ue603<span class="blank"> </span>\ue713\ue6f0\ue713\ue76d\ue79b\ue603<span class="blank"> </span>\ue790\ue71b\ue793\ue760\ue71b\ue741\ue6f0\ue760\ue603<span class="blank"> </span>\ue6f0\ue79b\ue603<span class="blank"> </span>\ue790\ue76d\ue757\ue743\ue7a7\ue741\ue70c\ue6f0\ue79b\ue603</div><div class="t m0 x3 h6 y94 ff5 fs3 fc1 sc0 ls4 ws43">públicas de mobilidade urbana, incluin<span class="ls0">-</span></div><div class="t m0 x3 h6 y95 ff5 fs3 fc1 sc0 ls0 ws7">d<span class="ls4 ws44">o dados socioeconômic<span class="blank _1"></span>os, de uso e<span class="blank _2"> </span> </span></div><div class="t m0 x3 h6 y96 ff5 fs3 fc1 sc0 ls4 ws3d">ocupação do solo e dados relacionados </div><div class="t m0 x3 h6 y97 ff5 fs3 fc1 sc0 ls4 ws45">à of<span class="blank _1"></span>erta e demanda dos diferentes mo<span class="ls0">-</span></div><div class="t m0 x3 h6 y98 ff5 fs3 fc1 sc0 ls4 ws46">dos de transporte. E<span class="blank _1"></span>stes podem e devem </div><div class="t m0 x3 h6 y99 ff5 fs3 fc1 sc0 ls4 ws47">ser utilizados pelo poder público e pelos </div><div class="t m0 x3 h6 y9a ff5 fs3 fc1 sc0 ls4 ws48">órgãos ges<span class="blank _1"></span>tores da mobilidade urba<span class="ls0">-</span></div><div class="t m0 x3 h6 y9b ff6 fs3 fc1 sc0 ls4 ws23">\ue762\ue6f0\ue603<span class="blank"> </span>\ue762\ue76d\ue79b\ue603<span class="blank"> </span>\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603<span class="blank"> </span>\ue790\ue6f0\ue793\ue6f0\ue603<span class="blank"> </span>\ue790\ue757\ue6f0\ue762\ue71b\ue751\ue6f0\ue793\ue603<span class="blank"> </span>\ue6f0\ue70f<span class="blank _1"></span>\ue78b\ue71b\ue79b\ue603<span class="blank"> </span>\ue71b<span class="blank _2"> </span>\ue603</div><div class="t m0 x3 h6 y9c ff5 fs3 fc1 sc0 ls4 ws46">operaç<span class="blank _1"></span>ões no cur<span class="blank _2"> </span>to<span class="blank _1"></span>, médio e longo praz<span class="blank _1"></span>o<span class="blank _1"></span>.<span class="blank _2"> </span> </div><div class="t m0 x3 h6 y9d ff5 fs3 fc1 sc0 ls4 ws49">Além disso, a abertura dos dados par<span class="blank _1"></span>a </div><div class="t m0 x3 h6 y9e ff6 fs3 fc1 sc0 ls4 ws24">\ue76d\ue7af\ue7a7\ue793\ue76d\ue79b\ue603<span class="blank"> </span>\ue6f0\ue7a7\ue76d\ue793<span class="blank _1"></span>\ue71b\ue79b\ue603<span class="blank"> </span>\ue7a7\ue793<span class="blank _1"></span>\ue6f0\ue7d7\ue603<span class="blank"> </span>\ue741\ue762\ue7b0\ue760\ue71b\ue793\ue76d\ue79b\ue603<span class="blank"> </span>\ue70b\ue71b\ue762\ue71b\ue733\ue743\ue70c\ue741\ue76d\ue79b<span class="blank _2"> </span>\ue603</div><div class="t m0 x3 h6 y9f ff5 fs3 fc1 sc0 ls4 ws4a">para o ec<span class="blank _1"></span>ossistema da mobilidade como </div><div class="t m0 x3 h6 ya0 ff5 fs3 fc1 sc0 ls4 ws4b">um todo<span class="blank _1"></span>, ampliando a transpar<span class="blank _1"></span>ência,<span class="blank _2"> </span> </div><div class="t m0 x3 h6 ya1 ff5 fs3 fc1 sc0 ls4 ws4c">possibilitando o aumento da capacida<span class="ls0">-</span></div><div class="t m0 x3 h6 ya2 ff5 fs3 fc1 sc0 ls4 ws4d">de técnica instalada nos ór<span class="blank _1"></span>gãos públicos </div><div class="t m0 x3 h6 ya3 ff5 fs3 fc1 sc0 ls4 ws4e">por meio de parcerias c<span class="blank _1"></span>om institutos de </div><div class="t m0 x3 h6 ya4 ff5 fs3 fc1 sc0 ls4 ws4f">pesquisa e organiz<span class="blank _1"></span>ações não-governa<span class="ls0">-</span></div><div class="t m0 x3 h6 ya5 ff5 fs3 fc1 sc0 ls4 ws50">mentais e contribuindo par<span class="blank _1"></span>a o desenvol<span class="ls0">-</span></div><div class="t m0 x3 h6 ya6 ff5 fs3 fc1 sc0 ls4 ws1">vimento econômico e t<span class="blank _1"></span>ecnológico<span class="blank _1"></span>.</div><div class="t m0 x3 h6 ya7 ff5 fs3 fc1 sc0 ls12 ws51">Nesse sentido, o e<span class="blank _1"></span>x<span class="blank _1"></span>emplo de T<span class="blank _0"></span>ransport </div><div class="t m0 x3 h6 ya8 ff5 fs3 fc1 sc0 ls12 ws52">for L<span class="blank _1"></span>ondon, responsável pela gestão </div><div class="t m0 x3 h6 ya9 ff5 fs3 fc1 sc0 ls12 ws53">do transporte na cidade de L<span class="blank _1"></span>ondres, no </div><div class="t m0 x3 h6 yaa ff5 fs3 fc1 sc0 ls12 ws54">R<span class="blank _1"></span>eino Unido, é bas<span class="blank _1"></span>tante iluminador<span class="blank _1"></span>. O </div><div class="t m0 x3 h6 yab ff6 fs3 fc1 sc0 ls12 ws25">\ue793\ue71b\ue7a7<span class="blank _1"></span>\ue76d\ue793\ue762\ue76d\ue603<span class="blank"> </span>\ue7e0\ue762\ue6f0\ue762\ue70c\ue71b\ue741\ue793\ue76d\ue603\ue713\ue6f0\ue603\ue6f0\ue70b<span class="blank"> </span>\ue71b\ue793\ue7a7\ue7af\ue793\ue6f0\ue603\ue790\ue793\ue76d\ue734\ue793\ue71b\ue79b<span class="ff5 ls0">-</span></div><div class="t m0 x3 h6 yac ff5 fs3 fc1 sc0 ls12 ws55">siv<span class="blank _1"></span>a dos dados de transporte a partir<span class="blank _2"> </span> </div><div class="t m0 x3 h6 yad ff5 fs3 fc1 sc0 ls12 ws56">de 200<span class="blank _1"></span>7<span class="blank _0"></span>, relacionado principalmente à </div><div class="t m0 x3 h6 yae ff5 fs3 fc1 sc0 ls12 ws57">geração de empr<span class="blank _1"></span>egos e à economia de </div><div class="t m0 x5 h6 yaf ff5 fs3 fc1 sc0 ls12 ws58">tempo pela população, é es<span class="blank _1"></span>timado em </div><div class="t m0 x5 h6 yb0 ff5 fs3 fc1 sc0 ls12 ws45">£130 milhões por ano par<span class="blank _1"></span>a a economia </div><div class="t m0 x5 h6 yb1 ff5 fs3 fc1 sc0 ls12 ws59">local. Em contr<span class="blank _1"></span>apar<span class="blank _2"> </span>tida, o custo da aber<span class="ls0">-</span></div><div class="t m0 x5 h6 yb2 ff5 fs3 fc1 sc0 ls12 ws5a">tura é es<span class="blank _1"></span>timado em cerca de £<span class="blank _1"></span>1 milhão </div><div class="t m0 x5 hd yb3 ff5 fs3 fc1 sc0 ls12 ws1">ao ano<span class="fs7 ls0 ws26 v2">1</span><span class="ff6 ws27 v0">\ue93b\ue603\ue680\ue79b\ue603\ue70b\ue71b\ue762\ue71b\ue733\ue743\ue70c\ue741\ue76d\ue79b\ue603\ue79b\ue708\ue76d\ue603\ue71b\ue7c6\ue741\ue713\ue71b\ue762\ue7a7\ue71b\ue79b\ue93b</span></div><div class="t m0 x5 h6 yb4 ff5 fs3 fc1 sc0 ls0 ws5b">Nesse conte<span class="blank _1"></span>xto<span class="blank _1"></span>, este r<span class="blank _1"></span>elatório tem </div><div class="t m0 x5 h6 yb5 ff5 fs3 fc1 sc0 ls0 ws5c">como objetivo apr<span class="blank _1"></span>esentar o resultado </div><div class="t m0 x5 h6 yb6 ff5 fs3 fc1 sc0 ls0 ws5d">do mapeamento do uso e abertura de </div><div class="t m0 x5 h6 yb7 ff5 fs3 fc1 sc0 ls0 ws5e">dados para a ges<span class="blank _1"></span>tão do transporte pú-</div><div class="t m0 x5 h6 yb8 ff6 fs3 fc1 sc0 ls0 ws28">\ue70b\ue757\ue741\ue70c\ue76d\ue603<span class="blank"> </span>\ue70c\ue76d\ue757\ue71b\ue7a7\ue741\ue7c6<span class="blank _1"></span>\ue76d\ue603<span class="blank"> </span>\ue762\ue76d\ue79b\ue603<span class="blank"> </span>\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603<span class="blank"> </span>\ue70b\ue793\ue6f0\ue79b\ue741\ue757\ue71b\ue741<span class="ff5">-</span></div><div class="t m0 x5 h6 yb9 ff5 fs3 fc1 sc0 ls0 ws5f">ros, desenvo<span class="blank _1"></span>lvido no âmbito do Projet<span class="blank _1"></span>o </div><div class="t m0 x5 h6 yba ff5 fs3 fc1 sc0 ls0 ws60">AcessoCidades, realiz<span class="blank _1"></span>ado pela F<span class="blank _1"></span>rent<span class="blank _1"></span>e </div><div class="t m0 x5 h6 ybb ff6 fs3 fc1 sc0 ls0 ws29">\ue675\ue6f0\ue70c\ue741\ue76d\ue762\ue6f0\ue757\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue6a3\ue793\ue71b\ue733<span class="blank _1"></span>\ue71b\ue741\ue7a7\ue76d\ue79b\ue603<span class="blank"> </span>\ue952\ue648\ue675\ue6a3\ue953<span class="blank _1"></span>\ue936\ue603<span class="blank"> </span>\ue70c\ue76d\ue760\ue603<span class="blank"> </span>\ue70c<span class="blank _1"></span>\ue76d\ue7e0<span class="ff5">-</span></div><div class="t m0 x5 h6 ybc ff5 fs3 fc1 sc0 ls0 ws61">nanciamento da União Europeia, e em </div><div class="t m0 x5 h6 ybd ff6 fs3 fc1 sc0 ls0 ws2a">\ue7af\ue760\ue6f0\ue603<span class="blank"> </span>\ue790\ue6f0\ue793\ue70c\ue71b\ue793\ue741\ue6f0\ue603<span class="blank"> </span>\ue70c<span class="blank _1"></span>\ue76d\ue760\ue603<span class="blank"> </span>\ue76d\ue603<span class="blank"> </span>\ue656\ue762\ue79b\ue7a7\ue741\ue7a7\ue7af\ue7a7\ue76d\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue6a3\ue76d\ue757\ue743\ue7a7\ue741<span class="ff5">-</span></div><div class="t m0 x5 h6 ybe ff5 fs3 fc1 sc0 ls0 ws62">cas de T<span class="blank _0"></span>r<span class="blank _1"></span>ansporte & Desenvolvimento </div><div class="t m0 x5 h6 ybf ff5 fs3 fc1 sc0 ls0 ws63">(ITDP) Brasil. Em especial, tem c<span class="blank _1"></span>omo </div><div class="t m0 x5 h6 yc0 ff5 fs3 fc1 sc0 ls0 ws64">foco tr<span class="blank _1"></span>ês tipos de dados operacionais </div><div class="t m0 x5 h6 yc1 ff5 fs3 fc1 sc0 ls0 ws65">já exis<span class="blank _1"></span>tentes em diversos sist<span class="blank _1"></span>emas de </div><div class="t m0 x5 h6 yc2 ff5 fs3 fc1 sc0 ls0 ws66">transporte público c<span class="blank _1"></span>oletivo no Brasil e </div><div class="t m0 x5 h6 yc3 ff5 fs3 fc1 sc0 ls0 ws67">que repr<span class="blank _1"></span>esentam difer<span class="blank _1"></span>entes dimensões </div><div class="t m0 x1d h6 yc4 ff5 fs3 fc1 sc0 ls0 ws68">do ser<span class="blank _2"> </span>viço: Bilhetagem eletr<span class="blank _1"></span>ônica, GPS </div><div class="t m0 x1d h6 yc5 ff5 fs3 fc1 sc0 ls0 ws69">e GTF<span class="blank _1"></span>S. Juntos, eles cons<span class="blank _1"></span>tituem instru-</div><div class="t m0 x1d h6 yc6 ff5 fs3 fc1 sc0 ls0 ws6a">mentos poderosos par<span class="blank _1"></span>a o planejamen-</div><div class="t m0 x1d h6 yc7 ff6 fs3 fc1 sc0 ls0 ws2b">\ue7a7\ue76d<span class="blank _1"></span>\ue936\ue603<span class="blank"> </span>\ue7e0\ue79b\ue70c\ue6f0\ue757\ue741\ue7d7\ue6f0\ue70f\ue708\ue76d\ue603<span class="blank"> </span>\ue71b\ue603<span class="blank"> </span>\ue6f0\ue7c6<span class="blank _1"></span>\ue6f0\ue757\ue741\ue6f0\ue70f\ue708\ue76d\ue603<span class="blank"> </span>\ue713\ue76d\ue603<span class="blank"> </span>\ue7a7\ue793\ue6f0\ue762\ue79b<span class="ff5">-</span></div><div class="t m0 x1d h6 yc8 ff5 fs3 fc1 sc0 ls0 ws6b">porte público e da mobilidade urbana </div><div class="t m0 x1d h6 yc9 ff5 fs3 fc1 sc0 ls0 ws1">como um todo<span class="blank _1"></span>.</div><div class="t m0 x1d h6 yca ff5 fs3 fc1 sc0 ls0 ws6c">C<span class="blank _1"></span>ontudo, o panor<span class="blank _1"></span>ama mostr<span class="blank _1"></span>ado neste </div><div class="t m0 x1d h6 ycb ff5 fs3 fc1 sc0 ls0 ws6d">relat<span class="blank _1"></span>ório, r<span class="blank _1"></span>esultado de uma pesquisa </div><div class="t m0 x1d h6 ycc ff6 fs3 fc1 sc0 ls0 ws2c">\ue793\ue71b\ue6f0\ue757\ue741\ue7d7<span class="blank _1"></span>\ue6f0\ue713\ue6f0\ue603<span class="blank"> </span>\ue70c\ue76d\ue760\ue603<span class="blank"> </span>\ue760\ue6f0\ue741\ue79b\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue8df\ue8d7\ue603<span class="blank"> </span>\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603</div><div class="t m0 x1d h6 ycd ff6 fs3 fc1 sc0 ls0 ws7">\ue713\ue71b\ue603\ue7a7\ue76d\ue713\ue6f0\ue79b\ue603\ue6f0\ue79b\ue603\ue793<span class="blank _1"></span>\ue71b\ue734\ue741\ue78b\ue71b\ue79b\ue603\ue713\ue76d\ue603\ue790\ue6f0\ue743\ue79b\ue936\ue603\ue760\ue76d\ue79b<span class="blank _1"></span>\ue7a7\ue793\ue6f0\ue603\ue7af\ue760\ue603</div><div class="t m0 x1d h6 yce ff5 fs3 fc1 sc0 ls0 ws6e">cenário preocupante. Apesar de dados </div><div class="t m0 x1d h6 ycf ff5 fs3 fc1 sc0 ls0 ws6f">de bilhetagem eletr<span class="blank _1"></span>ônica e GPS já se-</div><div class="t m0 x1d h6 yd0 ff5 fs3 fc1 sc0 ls0 ws70">rem co<span class="blank _1"></span>letados na grande maioria dos </div><div class="t m0 x1d h6 yd1 ff6 fs3 fc1 sc0 ls0 ws2d">\ue79b\ue741\ue79b\ue7a7\ue71b\ue760\ue6f0\ue79b\ue936\ue603<span class="blank"> </span>\ue71b\ue757\ue71b\ue79b\ue603<span class="blank"> </span>\ue79b\ue708\ue76d\ue603<span class="blank"> </span>\ue79b\ue741\ue734\ue762\ue741\ue7e0\ue70c\ue6f0\ue7a7\ue741\ue7c6<span class="blank _1"></span>\ue6f0\ue760\ue71b\ue762<span class="ff5">-</span></div><div class="t m0 x1d h6 yd2 ff5 fs3 fc1 sc0 ls0 ws71">te subutilizados par<span class="blank _1"></span>a a gestão e par<span class="blank _1"></span>a<span class="ws1"> </span></div><div class="t m0 x1d h6 yd3 ff5 fs3 fc1 sc0 ls0 ws72">a garantia da qualidade do serviço de </div><div class="t m0 x1d h6 yd4 ff5 fs3 fc1 sc0 ls0 ws73">transporte público<span class="blank _1"></span>. Dados de GTF<span class="blank _1"></span>S, im-</div><div class="t m0 x1d h6 yd5 ff5 fs3 fc1 sc0 ls0 ws74">portantes aliados para a r<span class="blank _1"></span>ealização de </div><div class="t m0 x1d h6 yd6 ff5 fs3 fc1 sc0 ls0 ws75">estudos e par<span class="blank _1"></span>a a informação aos usuá-</div><div class="t m0 x1d h6 yd7 ff5 fs3 fc1 sc0 ls0 ws76">rios, são ainda pouco conhecidos pelo </div><div class="t m0 x1d h6 yd8 ff5 fs3 fc1 sc0 ls0 ws77">poder público e pouco disseminados no </div><div class="t m0 x5 he yd9 ff6 fs8 fc1 sc0 ls0 ws2e">\ue8d8\ue93b\ue603\ue627\ue631\ue669\ue680\ue656\ue6bb\ue6bb\ue631\ue93b\ue604\ue79b\ue79b\ue71b\ue79b\ue79b\ue741\ue762\ue734\ue603\ue7a7\ue73c\ue71b\ue603\ue7c6\ue6f0\ue757\ue7af\ue71b\ue603\ue76d\ue733\ue603\ue6bb<span class="blank _1"></span>\ue733\ue669<span class="blank _1"></span>\ue963\ue79b\ue603\ue76d\ue790\ue71b\ue762\ue603\ue713\ue6f0\ue7a7\ue6f0\ue603\ue6f0\ue762\ue713\ue603\ue713\ue741\ue734\ue741\ue7a7\ue6f0\ue757\ue603\ue790\ue6f0\ue793\ue7a7\ue762\ue71b\ue793\ue79b\ue73c\ue741\ue790\ue79b\ue93b\ue603\ue8d9\ue8d7\ue8d8\ue8de\ue603\ue627\ue741\ue79b\ue790\ue76d\ue762\ue743\ue7c6\ue71b\ue757\ue603\ue71b\ue760\ue935\ue9a6<span class="ff5 fc4">ht<span class="blank _1"></span>tps:/<span class="blank _1"></span>/<span class="blank _1"></span>content.</span></div><div class="t m0 x5 he yda ff6 fs8 fc4 sc0 ls0 ws2f">\ue7a7<span class="blank _1"></span>\ue7e1\ue93b\ue734\ue76d\ue7c6<span class="blank _1"></span>\ue93b\ue7af\ue754\ue941<span class="blank _0"></span>\ue713\ue71b\ue757\ue76d\ue741\ue7a7\ue7a7\ue71b\ue958\ue793\ue71b\ue790\ue76d\ue793\ue7a7\ue958\ue7a7<span class="blank _1"></span>\ue7e1\ue958\ue76d\ue790\ue71b\ue762\ue958\ue713\ue6f0\ue7a7\ue6f0\ue93b\ue790\ue713\ue733<span class="ff5 fc1 ws1">>. Acesso em: 8 de jul. de 2022.</span></div><div class="t m0 x18 h2 y1 ff1 fs0 fc0 sc0 ls0">7</div><div class="t m0 x5 h3 y2 ff5 fs1 fc1 sc0 ls0 ws1">Mapeamento do Uso e Abertura de <span class="ff1">Dados para a Gestão do T<span class="blank _0"></span>ransporte Público </span></div><div class="t m0 x5 h3 y3 ff1 fs1 fc1 sc0 ls1 ws0">Coletivo<span class="blank"> </span><span class="ff6 ls0 ws30">\ue603\ue762\ue76d\ue79b\ue603\ue673\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603\ue61f\ue793\ue6f0\ue79b\ue741\ue757\ue71b\ue741\ue793\ue76d\ue79b</span></div><a class="l"><div class="d m2" style="border-style:none;position:absolute;left:1054.470000px;bottom:126.230000px;width:61.430000px;height:10.448000px;background-color:rgba(255,255,255,0.000001);"></div></a><a class="l"><div class="d m2" style="border-style:none;position:absolute;left:666.142000px;bottom:112.230000px;width:172.833000px;height:10.448000px;background-color:rgba(255,255,255,0.000001);"></div></a></div><div class="pi" data-data="{"ctm":[1.000000,0.000000,0.000000,1.000000,0.000000,0.000000]}"></div></div> <div id="pf5" class="pf w2 h0" data-page-no="5"><div class="pc pc5 w2 h0"><img fetchpriority="low" loading="lazy" class="bi x0 y0 w3 h1" alt="" src="https://files.passeidireto.com/ac0e928a-9d6e-41f8-8789-3f00942081f8/bg5.png"><div class="t m0 x18 h2 y1 ff1 fs0 fc0 sc0 ls0"><span class="fc2 sc0">9</span></div><div class="t m0 x5 h3 y2 ff10 fs1 fc1 sc0 ls0 ws1">Mapeamento do Uso e Abertura de <span class="ff11">Dados para a Gestão do T<span class="blank _0"></span>ransporte Público Co<span class="blank _1"></span>letivo<span class="ff10"> </span></span></div><div class="t m0 x5 h3 y3 ff10 fs1 fc1 sc0 ls0 ws1">nos Municípios Brasileiros</div><div class="t m0 x19 h2 y1 ff1 fs0 fc0 sc0 ls0">8</div><div class="t m0 x1e h3 y2 ff5 fs1 fc1 sc0 ls0 ws1">Mapeamento do Uso e Abertura de <span class="ff1">Dados para a Gestão do T<span class="blank _0"></span>ransporte Público Co<span class="blank _1"></span>letivo<span class="ff5"> </span></span></div><div class="t m0 x1f h3 y3 ff6 fs1 fc1 sc0 ls0 ws30">\ue762\ue76d\ue79b\ue603\ue673\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603\ue61f\ue793\ue6f0\ue79b\ue741\ue757\ue71b\ue741\ue793\ue76d\ue79b</div><div class="t m0 x18 h2 y1 ff1 fs0 fc0 sc0 ls0"><span class="fc2 sc0">9</span></div><div class="t m0 x20 hf ydb ffe fs9 fc2 sc2 ls0 ws78">O<span class="blank _0"></span><span class="ff6 fc1 sc0">\ue96e</span></div><div class="t m0 x9 h6 ydc ff5 fs3 fc1 sc0 ls4 ws89">mapeamento sobr<span class="blank _1"></span>e o uso de<span class="blank _2"> </span> </div><div class="t m0 x9 h6 ydd ff5 fs3 fc1 sc0 ls4 ws8a">dados abertos para a gestão do </div><div class="t m0 x5 h6 yde ff6 fs3 fc1 sc0 ls4 ws79">\ue7a7\ue793\ue6f0\ue762\ue79b\ue790\ue76d\ue793\ue7a7\ue71b\ue603<span class="blank"> </span>\ue790\ue7b0\ue70b\ue757\ue741\ue70c\ue76d\ue603<span class="blank"> </span>\ue762\ue76d\ue79b\ue603<span class="blank"> </span>\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603<span class="blank"> </span>\ue70b\ue793<span class="blank _1"></span>\ue6f0<span class="ff5 ls0">-</span></div><div class="t m0 x5 h6 ydf ff5 fs3 fc1 sc0 ls4 ws8a">sileiros f<span class="blank _1"></span>oi realiz<span class="blank _1"></span>ado em duas etapas, de </div><div class="t m0 x5 h6 ye0 ff5 fs3 fc1 sc0 ls4 ws8b">carát<span class="blank _1"></span>er quantitativo e qualitativo. A pri<span class="ls0">-</span></div><div class="t m0 x5 h6 ye1 ff5 fs3 fc1 sc0 ls4 ws8c">meira e<span class="blank _1"></span>tapa consistiu na aplicação de um </div><div class="t m0 x5 h6 ye2 ff5 fs3 fc1 sc0 ls4 ws8d">questionário eletrônic<span class="blank _1"></span>o voltado a técni<span class="ls0">-</span></div><div class="t m0 x5 h6 ye3 ff5 fs3 fc1 sc0 ls4 ws19">cos e gestor<span class="blank _1"></span>es municipais sobre a c<span class="blank _1"></span>oleta, </div><div class="t m0 x5 h6 ye4 ff5 fs3 fc1 sc0 ls4 ws8e">uso e abertura de dados de GTF<span class="blank _1"></span>S, GPS </div><div class="t m0 x5 h6 ye5 ff5 fs3 fc1 sc0 ls4 ws8f">e bilhetagem eletr<span class="blank _1"></span>ônica. A segunda eta<span class="ls0">-</span></div><div class="t m0 x1d h6 ye6 ff5 fs3 fc1 sc0 ls4 ws90">pa consistiu na r<span class="blank _1"></span>ealização de entr<span class="blank _1"></span>evistas </div><div class="t m0 x1d h6 ye7 ff5 fs3 fc1 sc0 ls4 ws91">semiestrutur<span class="blank _1"></span>adas com técnicos de de<span class="blank _1"></span>z </div><div class="t m0 x1d h6 ye8 ff6 fs3 fc1 sc0 ls4 ws7a">\ue713\ue71b\ue79b\ue79b\ue71b\ue79b\ue603<span class="blank"> </span>\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue93b\ue603<span class="blank"> </span>\ue680\ue603<span class="blank"> </span>\ue76d\ue70b\ue751\ue71b\ue7a7\ue741\ue7c6\ue76d\ue603<span class="blank"> </span>\ue713\ue6f0\ue79b\ue603<span class="blank"> </span>\ue71b\ue762<span class="ff5 ls0">-</span></div><div class="t m0 x1d h6 ye9 ff5 fs3 fc1 sc0 ls4 ws92">trevis<span class="blank _1"></span>tas foi o apro<span class="blank _1"></span>fundamento da c<span class="blank _1"></span>om<span class="ls0">-</span></div><div class="t m0 x1d h6 yea ff5 fs3 fc1 sc0 ls4 ws8a">preensão sobr<span class="blank _1"></span>e as estr<span class="blank _1"></span>atégias ado<span class="blank _1"></span>tadas<span class="blank _2"> </span> </div><div class="t m0 x1d h6 yeb ff6 fs3 fc1 sc0 ls4 ws7b">\ue71b\ue603\ue713\ue71b\ue79b\ue6f0\ue7e0\ue76d\ue79b\ue603\ue71b\ue762\ue733\ue793<span class="blank _1"></span>\ue71b\ue762\ue7a7\ue6f0\ue713\ue76d\ue79b\ue603\ue762\ue6f0\ue603\ue734\ue71b\ue79b\ue7a7\ue708\ue76d\ue603\ue713\ue71b\ue603\ue713\ue6f0<span class="ff5 ls0">-</span></div><div class="t m0 x1d h6 yec ff5 fs3 fc1 sc0 ls4 ws1">dos de transporte público c<span class="blank _1"></span>oletivo. </div><div class="t m0 x1d h6 yed ff5 fs3 fc1 sc0 ls0 ws93">A seguir estão descritas as metodolo-</div><div class="t m0 x1d h6 yee ff5 fs3 fc1 sc0 ls0 ws94">gias utilizadas par<span class="blank _1"></span>a desenvolvimento </div><div class="t m0 x1d h6 yef ff5 fs3 fc1 sc0 ls0 ws1">destas etapas.</div><div class="t m0 x5 hc yf0 ffe fs6 fc2 sc2 ls0 ws1b">A<span class="ff6 fc1 sc0 ls13">\ue96e<span class="ff5 fs3 ls0 ws95 v3">primeira etapa, de car<span class="blank _1"></span>áter </span></span></div><div class="t m0 x9 h6 yf1 ff5 fs3 fc1 sc0 ls0 ws96">quantitativo, t<span class="blank _1"></span>eve como base </div><div class="t m0 x5 h6 yf2 ff5 fs3 fc1 sc0 ls0 ws97">os dados e informações cole<span class="blank _1"></span>tados a </div><div class="t m0 x5 h6 yf3 ff5 fs3 fc1 sc0 ls0 ws3d">partir de um formulário eletrônico em </div><div class="t m0 x5 h6 yf4 ff5 fs3 fc1 sc0 ls0 ws98">formato de </div><div class="t m1 x21 h8 yf5 ff5 fs5 fc1 sc0 ls0 ws99">Google F<span class="blank _1"></span>orms </div><div class="t m0 x22 h6 yf5 ff5 fs3 fc1 sc0 ls0 ws98">(Apêndice 1) </div><div class="t m0 x5 h6 yf6 ff5 fs3 fc1 sc0 ls0 ws9a">enviado a gestor<span class="blank _1"></span>es e técnicos das pr<span class="blank _1"></span>e-</div><div class="t m0 x5 h6 yf7 ff5 fs3 fc1 sc0 ls0 ws9b">feitur<span class="blank _1"></span>as vinculadas à F<span class="blank _1"></span>rent<span class="blank _1"></span>e Nacional </div><div class="t m0 x5 h6 yf8 ff6 fs3 fc1 sc0 ls0 ws7c">\ue713\ue71b\ue603<span class="blank"> </span>\ue6a3\ue793\ue71b\ue733<span class="blank _1"></span>\ue71b\ue741\ue7a7\ue76d\ue79b\ue603<span class="blank"> </span>\ue71b\ue603<span class="blank"> </span>\ue76d\ue7af\ue7a7\ue793\ue76d\ue79b\ue603<span class="blank"> </span>\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603<span class="blank"> </span>\ue71b\ue760\ue603</div><div class="t m0 x5 h6 yf9 ff5 fs3 fc1 sc0 ls0 ws9c">articulação com o F<span class="blank _1"></span>órum Nacional de </div><div class="t m0 x5 h6 yfa ff5 fs3 fc1 sc0 ls0 ws9d">Secretários e Dirigentes de Mobilidade </div><div class="t m0 x5 h6 yfb ff6 fs3 fc1 sc0 ls0 ws7">\ue6c2\ue793\ue70b\ue6f0\ue762\ue6f0\ue93b\ue603<span class="blank _1"></span>\ue604\ue603<span class="blank _0"></span>\ue733\ue71b\ue793\ue793\ue6f0\ue760\ue71b\ue762\ue7a7\ue6f0\ue603<span class="blank _0"></span>\ue713\ue71b\ue603<span class="blank _1"></span>\ue70c\ue76d\ue762\ue79b\ue7af\ue757\ue7a7\ue6f0\ue603<span class="blank _0"></span>\ue7e0\ue70c\ue76d\ue7af\ue603</div><div class="t m0 x5 h6 yfc ff6 fs3 fc1 sc0 ls0 ws7d">\ue713\ue741\ue79b\ue790\ue76d\ue762\ue743\ue7c6\ue71b\ue757\ue603<span class="blank"> </span>\ue790\ue6f0\ue793\ue6f0\ue603<span class="blank"> </span>\ue790\ue793<span class="blank _1"></span>\ue71b\ue71b\ue762\ue70c\ue73c\ue741\ue760\ue71b\ue762\ue7a7\ue76d\ue603<span class="blank"> </span>\ue713\ue7af\ue793<span class="blank _1"></span>\ue6f0\ue762<span class="ff5">-</span></div><div class="t m0 x5 h6 yfd ff6 fs3 fc1 sc0 ls0 ws7e">\ue7a7\ue71b\ue603\ue76d\ue603\ue790<span class="blank"> </span>\ue71b\ue793\ue743\ue76d\ue713\ue76d\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue7af\ue760\ue603<span class="blank"> </span>\ue760\ue720\ue79b\ue936\ue603<span class="blank"> </span>\ue71b\ue762\ue7a7\ue793\ue71b\ue603\ue76d\ue7af\ue7a7\ue7af\ue70b\ue793\ue76d\ue603</div><div class="t m0 x5 h6 yfe ff5 fs3 fc1 sc0 ls0 ws1">e novembr<span class="blank _1"></span>o de 2021.</div><div class="t m0 x5 h4 yff ff4 fs2 fc3 sc0 ls5 ws1">1<span class="blank _5"> </span>.1 Meto<span class="blank _1"></span>dologia para aplicação do f<span class="blank _0"></span>ormulário<span class="blank _2"> </span> </div><div class="t m0 x5 h4 y100 ff4 fs2 fc3 sc0 ls5 ws1">de pesquisa</div><div class="t m0 x1d h6 y101 ff5 fs3 fc1 sc0 ls0 ws9e">F<span class="blank _1"></span>or<span class="blank _1"></span>am consider<span class="blank _1"></span>adas cidades foco do </div><div class="t m0 x1d h6 yf1 ff5 fs3 fc1 sc0 ls0 ws9f">mapeamento aquelas com mais de 80 </div><div class="t m0 x1d h6 yf2 ff5 fs3 fc1 sc0 ls0 ws75">mil habitantes e com sist<span class="blank _1"></span>ema de trans-</div><div class="t m0 x1d h6 yf3 ff5 fs3 fc1 sc0 ls0 ws35">porte público coletivo intr<span class="blank _1"></span>amunicipal. </div><div class="t m0 x1d h6 yf4 ff6 fs3 fc1 sc0 ls0 ws7f">\ue604\ue76d\ue603<span class="blank"> </span>\ue7a7\ue76d\ue713\ue76d<span class="blank _1"></span>\ue936\ue603<span class="blank"> </span>\ue8df<span class="blank _1"></span>\ue8de\ue603<span class="blank"> </span>\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603<span class="blank"> </span>\ue793\ue71b\ue79b\ue790\ue76d\ue762\ue713\ue71b\ue793\ue6f0\ue760\ue603\ue76d\ue603</div><div class="t m0 x1d h6 y102 ff5 fs3 fc1 sc0 ls0 wsa0">formulário com informaç<span class="blank _1"></span>ões ref<span class="blank _1"></span>erentes </div><div class="t m0 x1d h6 y103 ff5 fs3 fc1 sc0 ls0 ws31">à coleta, utilização e abertura de da-</div><div class="t m0 x1d h6 y104 ff5 fs3 fc1 sc0 ls0 wsa1">dos para ges<span class="blank _1"></span>tão do transporte público<span class="blank _1"></span>. </div><div class="t m0 x1d h6 y105 ff5 fs3 fc1 sc0 ls0 ws55">Segundo estimativa do Instituto Br<span class="blank _1"></span>a-</div><div class="t m0 x1d h6 y106 ff6 fs3 fc1 sc0 ls0 ws80">\ue79b\ue741\ue757\ue71b\ue741\ue793\ue76d\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue649\ue71b\ue76d\ue734\ue793<span class="blank _1"></span>\ue6f0\ue7e0\ue6f0\ue603<span class="blank"> </span>\ue631\ue79b<span class="blank _1"></span>\ue7a7\ue6f0\ue7a7\ue743\ue79b\ue7a7\ue741\ue70c\ue6f0\ue603<span class="blank"> </span>\ue952\ue656\ue61f\ue649\ue631\ue953\ue603</div><div class="t m0 x1d h6 y107 ff6 fs3 fc1 sc0 ls0 ws7">\ue790\ue6f0\ue793\ue6f0\ue603<span class="blank _1"></span>\ue8d9\ue8d7\ue8d9<span class="blank _1"></span>\ue8d7<span class="blank _1"></span>\ue936\ue603\ue76d\ue79b\ue603<span class="blank _1"></span>\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603\ue793<span class="blank _1"></span>\ue71b\ue79b\ue790\ue76d\ue762\ue713\ue71b\ue762\ue7a7\ue71b\ue79b\ue603</div><div class="t m0 x1d h6 y108 ff5 fs3 fc1 sc0 ls0 ws5d">corr<span class="blank _1"></span>espondem ao total apr<span class="blank _1"></span>oximado de </div><div class="t m0 x1d h6 y109 ff5 fs3 fc1 sc0 ls0 ws65">60<span class="blank _1"></span>,3 milhões de habitantes, o equiva-</div><div class="t m0 x1d h6 y10a ff6 fs3 fc1 sc0 ls0 ws81">\ue757\ue71b\ue762\ue7a7\ue71b\ue603<span class="blank"> </span>\ue6f0\ue603<span class="blank"> </span>\ue8d9\ue8df<span class="blank _1"></span>\ue936\ue8dc\ue9b6\ue603<span class="blank _6"> </span>\ue713\ue6f0\ue603<span class="blank"> </span>\ue790\ue76d\ue790\ue7af\ue757\ue6f0\ue70f\ue708\ue76d\ue603<span class="blank"> </span>\ue713\ue76d\ue603<span class="blank"> </span>\ue790\ue6f0\ue743\ue79b\ue603<span class="blank"> </span>\ue71b\ue603</div><div class="t m0 x23 hb y10b ff4 fs4 fc0 sc0 ls0 ws1">1<span class="blank _5"> </span>. MET<span class="blank _1"></span>ODOL<span class="blank _1"></span>OGIA</div><div class="t m0 x18 h2 y1 ff1 fs0 fc0 sc0 ls0">9</div><div class="t m0 x2 h6 y10c ff5 fs3 fc1 sc0 ls0 ws98">Brasil. A f<span class="blank _1"></span>alta de acesso aos dados pelo </div><div class="t m0 x2 h6 y10d ff5 fs3 fc1 sc0 ls0 wsa2">poder público, associada à longevida-</div><div class="t m0 x2 h6 y10e ff5 fs3 fc1 sc0 ls0 wsa3">de, tamanho, rigide<span class="blank _1"></span>z e por vez<span class="blank _1"></span>es omis-</div><div class="t m0 x2 h6 y10f ff6 fs3 fc1 sc0 ls0 ws82">\ue79b\ue708\ue76d\ue603<span class="blank"> </span>\ue713\ue76d\ue79b\ue603<span class="blank"> </span>\ue70c\ue76d\ue762\ue7a7\ue793<span class="blank _1"></span>\ue6f0\ue7a7\ue76d\ue79b\ue603<span class="blank"> </span>\ue71b\ue760\ue603<span class="blank"> </span>\ue793\ue71b\ue757\ue6f0\ue70f\ue708\ue76d\ue603<span class="blank"> </span>\ue6f0\ue76d\ue603<span class="blank"> </span>\ue7e1\ue7af\ue7cc<span class="blank _1"></span>\ue76d\ue603</div><div class="t m0 x2 h6 y110 ff5 fs3 fc1 sc0 ls0 wsa4">de dados, à limitação de recur<span class="blank _1"></span>sos tec-</div><div class="t m0 x2 h6 y111 ff5 fs3 fc1 sc0 ls0 wsa5">nológicos e à falta de quadr<span class="blank _1"></span>os técnicos </div><div class="t m0 x2 h6 y112 ff5 fs3 fc1 sc0 ls0 wsa6">capacitados são aspectos fundamen-</div><div class="t m0 x2 h6 y113 ff5 fs3 fc1 sc0 ls0 ws1">tais para c<span class="blank _1"></span>ompreender esse quadr<span class="blank _1"></span>o.</div><div class="t m0 x2 h6 y114 ff6 fs3 fc1 sc0 ls0 ws83">\ue604\ue790\ue71b\ue79b\ue6f0\ue793\ue603<span class="blank"> </span>\ue713\ue741\ue79b\ue79b\ue76d\ue936\ue603<span class="blank"> </span>\ue733<span class="blank _1"></span>\ue76d\ue793\ue6f0\ue760\ue603<span class="blank"> </span>\ue741\ue713\ue71b\ue762\ue7a7\ue741\ue7e0\ue70c\ue6f0\ue713\ue76d\ue79b\ue603</div><div class="t m0 x2 h6 y115 ff5 fs3 fc1 sc0 ls0 wsa7">ex<span class="blank _1"></span>emplos positivos de coleta, utiliz<span class="blank _1"></span>a-</div><div class="t m0 x2 h6 y116 ff5 fs3 fc1 sc0 ls0 wsa8">ção e abertura de dados, com av<span class="blank _1"></span>anços </div><div class="t m0 x2 h6 y117 ff6 fs3 fc1 sc0 ls0 ws84">\ue79b\ue741\ue734\ue762\ue741\ue7e0\ue70c\ue6f0\ue7a7\ue741\ue7c6\ue76d\ue79b\ue603<span class="blank"> </span>\ue762\ue76d\ue603<span class="blank"> </span>\ue713\ue71b\ue79b\ue71b\ue762\ue7c6\ue76d\ue757\ue7c6\ue741\ue760\ue71b\ue762\ue7a7\ue76d\ue603<span class="blank"> </span>\ue713\ue71b\ue603</div><div class="t m0 x2 h6 y118 ff5 fs3 fc1 sc0 ls0 wsa9">estr<span class="blank _1"></span>atégias locais amplas e alinhadas </div><div class="t m0 x3 h6 y119 ff6 fs3 fc1 sc0 ls0 ws85">\ue70c\ue76d\ue760\ue603<span class="blank"> </span>\ue76d\ue79b\ue603<span class="blank"> </span>\ue790\ue793\ue741\ue762\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue7a7\ue793<span class="blank _1"></span>\ue6f0\ue762\ue79b\ue790\ue6f0\ue793\ue720\ue762\ue70c\ue741\ue6f0\ue603<span class="blank"> </span>\ue71b\ue603</div><div class="t m0 x3 h6 y11a ff5 fs3 fc1 sc0 ls0 ws1">contr<span class="blank _1"></span>ole social. </div><div class="t m0 x3 h6 y11b ff5 fs3 fc1 sc0 ls14 wsaa">Além de subsidiar a construção do<span class="blank _1"></span> </div><div class="t m0 x3 h6 y11c ff5 fs3 fc1 sc0 ls14 wsab">progr<span class="blank _1"></span>ama de capacitação no uso e </div><div class="t m0 x3 h6 y11d ff5 fs3 fc1 sc0 ls14 wsac">abertura de dados de transporte pú<span class="ls0">-</span></div><div class="t m0 x3 h6 y11e ff5 fs3 fc1 sc0 ls14 wsa9">blico coletiv<span class="blank _1"></span>o, o<span class="blank _1"></span>ferecido pelo pr<span class="blank _1"></span>ojeto </div><div class="t m0 x3 h6 y11f ff5 fs3 fc1 sc0 ls14 ws31">AcessoCidades a técnicos e gest<span class="blank _1"></span>ores </div><div class="t m0 x3 h6 y120 ff5 fs3 fc1 sc0 ls14 wsad">de mobilidade urbana de mais de 70<span class="blank _1"></span> </div><div class="t m0 x3 h6 y121 ff6 fs3 fc1 sc0 ls14 ws86">\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603<span class="blank"> </span>\ue70b\ue793\ue6f0\ue79b\ue741\ue757\ue71b\ue741\ue793<span class="blank _1"></span>\ue76d\ue79b\ue936\ue603<span class="blank"> </span>\ue71b\ue79b\ue790\ue71b\ue793<span class="blank _1"></span>\ue6f0\ue760\ue76d\ue79b\ue603<span class="blank"> </span>\ue792\ue7af\ue71b\ue603</div><div class="t m0 x3 h6 y122 ff5 fs3 fc1 sc0 ls14 wsae">esse estudo sirva de insumos par<span class="blank _1"></span>a o </div><div class="t m0 x3 h6 y123 ff6 fs3 fc1 sc0 ls14 ws87">\ue713\ue71b\ue79b\ue71b\ue762\ue7c6\ue76d\ue757\ue7c6\ue741\ue760\ue71b\ue762\ue7a7\ue76d\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue790\ue76d\ue757\ue743\ue7a7\ue741\ue70c\ue6f0\ue79b\ue603<span class="blank"> </span>\ue790\ue7b0\ue70b\ue757\ue741\ue70c\ue6f0\ue79b\ue603</div><div class="t m0 x3 h6 y124 ff6 fs3 fc1 sc0 ls14 ws88">\ue70b\ue6f0\ue79b\ue71b\ue6f0\ue713\ue6f0\ue79b\ue603<span class="blank"> </span>\ue71b\ue760\ue603<span class="blank"> </span>\ue71b\ue7c6\ue741\ue713\ue720\ue762\ue70c\ue741\ue6f0\ue603<span class="blank"> </span>\ue6f0\ue603<span class="blank"> </span>\ue762\ue743\ue7c6\ue71b\ue757\ue603<span class="blank"> </span>\ue757\ue76d\ue70c\ue6f0\ue757\ue936\ue603</div><div class="t m0 x3 h6 y125 ff5 fs3 fc1 sc0 ls14 ws1">regional e nacional.</div></div><div class="pi" data-data="{"ctm":[1.000000,0.000000,0.000000,1.000000,0.000000,0.000000]}"></div></div> <div id="pf6" class="pf w2 h0" data-page-no="6"><div class="pc pc6 w2 h0"><img fetchpriority="low" loading="lazy" class="bi x0 y0 w3 h1" alt="" src="https://files.passeidireto.com/ac0e928a-9d6e-41f8-8789-3f00942081f8/bg6.png"><div class="t m0 x24 h2 y1 ff1 fs0 fc0 sc0 ls0 wsaf"><span class="fc2 sc0">10</span><span class="blank"> </span><span class="fc2 sc0">11</span></div><div class="t m0 x1e h3 y2 ff12 fs1 fc1 sc0 ls0 ws1">Mapeamento do Uso e Abertura de <span class="ff13">Dados para a Gestão do T<span class="blank _0"></span>ransporte Público Co<span class="blank _1"></span>letivo<span class="ff12"> </span></span></div><div class="t m0 x1f h3 y3 ff12 fs1 fc1 sc0 ls0 ws1">nos Municípios Brasileiros</div><div class="t m0 x5 h3 y2 ff12 fs1 fc1 sc0 ls0 ws1">Mapeamento do Uso e Abertura de <span class="ff13">Dados para a Gestão do T<span class="blank _0"></span>ransporte Público Co<span class="blank _1"></span>letivo<span class="ff12"> </span></span></div><div class="t m0 x5 h3 y3 ff12 fs1 fc1 sc0 ls0 ws1">nos Municípios Brasileiros</div><div class="t m0 x25 h10 y126 ffe fs0 fc0 sc0 ls0 wsb0"><span class="fc2 sc0">1.</span><span class="blank"> </span><span class="ff7 fs3 fc5 ls12 wsb1 v4">Metodolo<span class="blank _1"></span>gia</span></div><div class="t m0 x1c h6 y127 ff5 fs3 fc1 sc0 ls0 ws66">38,3% da população atendida por sis-</div><div class="t m0 x1c h6 y128 ff5 fs3 fc1 sc0 ls0 wsd8">temas de tr<span class="blank _1"></span>anspor<span class="blank _2"> </span>te público c<span class="blank _1"></span>oletivo </div><div class="t m0 x1c h6 y129 ff5 fs3 fc1 sc0 ls0 ws45">intramunicipal. C<span class="blank _1"></span>abe também destacar </div><div class="t m0 x1c h6 y12a ff5 fs3 fc1 sc0 ls0 wsd9">a presença das capitais na pesquisa. </div><div class="t m0 x1c h6 y12b ff5 fs3 fc1 sc0 ls0 ws1c">Das 26 capitais dos estados e Dis<span class="blank _1"></span>trito </div><div class="t m0 x1c h6 y12c ff5 fs3 fc1 sc0 ls0 wsda">F<span class="blank _1"></span>eder<span class="blank _1"></span>al, 17 responder<span class="blank _1"></span>am ao questioná-</div><div class="t m0 x1c h6 y12d ff6 fs3 fc1 sc0 ls0 wsb2">\ue793\ue741\ue76d\ue93b\ue603<span class="blank"> </span>\ue603<span class="blank"> </span>\ue604\ue603<span class="blank"> </span>\ue757\ue741\ue79b<span class="blank _1"></span>\ue7a7\ue6f0\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603<span class="blank"> </span>\ue79b\ue71b\ue603<span class="blank"> </span>\ue71b\ue762\ue70c\ue76d\ue762\ue7a7\ue793\ue6f0\ue603</div><div class="t m0 x1c h6 y12e ff5 fs3 fc1 sc0 ls0 ws1">no Apêndice 2.</div><div class="t m0 x1c h6 y12f ff5 fs3 fc1 sc0 ls0 wsdb">F<span class="blank _1"></span>or<span class="blank _1"></span>am contabiliz<span class="blank _1"></span>adas respostas em 21 </div><div class="t m0 x1c h6 y130 ff6 fs3 fc1 sc0 ls0 wsb3">\ue71b\ue79b\ue7a7\ue6f0\ue713\ue76d\ue79b\ue603<span class="blank"> </span>\ue713\ue741\ue733\ue71b\ue793<span class="blank _1"></span>\ue71b\ue762\ue7a7\ue71b\ue79b\ue603<span class="blank"> </span>\ue713\ue76d\ue603<span class="blank"> </span>\ue790\ue6f0\ue743\ue79b\ue603<span class="blank"> </span>\ue952\ue648\ue741\ue734\ue7af\ue793<span class="blank _1"></span>\ue6f0\ue603<span class="blank"> </span>\ue8d8\ue936\ue603<span class="blank"> </span>\ue701\ue603</div><div class="t m0 x1c h6 y131 ff5 fs3 fc1 sc0 ls0 ws91">esquerda)<span class="blank _0"></span>. Em termos absolutos, ve-</div><div class="t m0 x1c h6 y132 ff6 fs3 fc1 sc0 ls0 wsb4">\ue793\ue741\ue7e0\ue70c\ue6f0\ue958\ue79b\ue71b\ue603<span class="blank"> </span>\ue7af\ue760\ue6f0\ue603<span class="blank"> </span>\ue79b\ue76d\ue70b\ue793\ue71b\ue793\ue793<span class="blank _1"></span>\ue71b\ue790\ue793\ue71b\ue79b\ue71b\ue762\ue7a7\ue6f0\ue70f\ue708\ue76d\ue603<span class="blank"> </span>\ue713\ue71b\ue603</div><div class="t m0 x1c h6 y133 ff6 fs3 fc1 sc0 ls0 wsb5">\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue6ae\ue708\ue76d\ue603<span class="blank"> </span>\ue6a3\ue6f0\ue7af\ue757\ue76d<span class="blank _1"></span>\ue936\ue603<span class="blank"> </span>\ue70c\ue76d\ue760\ue603<span class="blank"> </span>\ue8d9<span class="blank _1"></span>\ue8de\ue603<span class="blank"> </span>\ue793\ue71b\ue79b<span class="ff5">-</span></div><div class="t m0 x1c h6 y134 ff5 fs3 fc1 sc0 ls0 wsdc">pondentes, mais que o dobr<span class="blank _1"></span>o do nú-</div><div class="t m0 x3 h6 y135 ff6 fs3 fc1 sc0 ls0 wsb6">\ue760\ue71b\ue793\ue76d\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603<span class="blank"> </span>\ue793<span class="blank _1"></span>\ue71b\ue79b\ue790\ue76d\ue762\ue713\ue71b\ue762\ue7a7\ue71b\ue79b\ue603<span class="blank"> </span>\ue713\ue71b\ue603</div><div class="t m0 x3 h6 y136 ff5 fs3 fc1 sc0 ls0 wsdd">Minas Gerais<span class="blank _1"></span>, segundo estado com </div><div class="t m0 x3 h6 y137 ff5 fs3 fc1 sc0 ls0 wsde">mais respostas e também o estado c<span class="blank _1"></span>om </div><div class="t m0 x3 h6 y138 ff6 fs3 fc1 sc0 ls0 wsb7">\ue760\ue6f0\ue741\ue76d\ue793\ue603<span class="blank"> </span>\ue762\ue7b0\ue760\ue71b\ue793\ue76d\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603<span class="blank"> </span>\ue713\ue76d\ue603<span class="blank"> </span>\ue790\ue6f0\ue743\ue79b\ue93b\ue603</div><div class="t m0 x3 h6 y139 ff5 fs3 fc1 sc0 ls0 wsdf">Apesar desta sobrerr<span class="blank _1"></span>epresentação<span class="blank _1"></span>, é </div><div class="t m0 x3 h6 y13a ff5 fs3 fc1 sc0 ls0 wse0">importante destacar que, quando con-</div><div class="t m0 x3 h6 y13b ff6 fs3 fc1 sc0 ls0 wsb8">\ue79b\ue741\ue713\ue71b\ue793\ue6f0\ue713\ue76d\ue603<span class="blank"> </span>\ue76d\ue603<span class="blank"> </span>\ue762\ue7b0\ue760\ue71b\ue793<span class="blank _1"></span>\ue76d\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603<span class="blank"> </span>\ue793\ue71b\ue79b<span class="ff5">-</span></div><div class="t m0 x3 h6 y13c ff5 fs3 fc1 sc0 ls0 wse1">pondentes em relação ao númer<span class="blank _1"></span>o to<span class="blank _1"></span>tal </div><div class="t m0 x3 h6 y13d ff6 fs3 fc1 sc0 ls0 wsc">\ue713\ue71b\ue603\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603\ue792\ue7af\ue71b\ue603\ue790\ue76d\ue79b\ue79b\ue7af\ue71b\ue760\ue603\ue7a7\ue793<span class="blank _1"></span>\ue6f0\ue762\ue79b\ue790\ue76d\ue793\ue7a7\ue71b\ue603</div><div class="t m0 x3 h6 y13e ff5 fs3 fc1 sc0 ls0 wsad">intramunicipal em oper<span class="blank _1"></span>ação por esta-</div><div class="t m0 x3 h6 y13f ff5 fs3 fc1 sc0 ls0 wse2">do, Amapá, P<span class="blank _1"></span>ernambuco<span class="blank _1"></span>, Rio Gr<span class="blank _1"></span>ande </div><div class="t m0 x3 h6 y140 ff5 fs3 fc1 sc0 ls0 wse3">do Norte e S<span class="blank _2"> </span>ergipe se des<span class="blank _1"></span>tacam com </div><div class="t m0 x3 h6 y141 ff5 fs3 fc1 sc0 ls0 wse4">repr<span class="blank _1"></span>esentação bastante r<span class="blank _1"></span>elev<span class="blank _1"></span>ante (Fi-</div><div class="t m0 x3 h6 y142 ff5 fs3 fc1 sc0 ls0 ws1">gura 1, à dir<span class="blank _1"></span>eita)<span class="blank _1"></span>.</div><div class="t m0 x24 h11 y143 ff1 fsa fc3 sc0 ls0 ws1">Figura 1<span class="fc5"> <span class="ff5 fc1">- Númer<span class="blank _1"></span>o de respondentes por estado do Br<span class="blank _1"></span>asil, em termos absolutos e per<span class="blank _1"></span>cen-</span></span></div><div class="t m0 x26 h11 y144 ff6 fsa fc1 sc0 ls0 wsb9">\ue7a7\ue7af\ue6f0\ue757\ue603\ue71b\ue760\ue603\ue793\ue71b\ue757\ue6f0\ue70f\ue708\ue76d\ue603\ue6f0\ue76d\ue603\ue7a7\ue76d<span class="blank _1"></span>\ue7a7\ue6f0\ue757\ue603\ue713\ue71b\ue603\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603\ue70c\ue76d\ue760\ue603\ue7a7\ue793<span class="blank _1"></span>\ue6f0\ue762\ue79b\ue790\ue76d\ue793<span class="blank"> </span>\ue7a7\ue71b\ue603\ue741\ue762\ue7a7\ue793\ue6f0\ue760\ue7af\ue762\ue741\ue70c\ue741\ue790\ue6f0\ue757\ue93b</div><div class="t m0 x27 h11 y145 ff1 fsa fc5 sc0 ls0 wsba">F<span class="blank _1"></span>onte:<span class="ff5 fc1 ws1"> elabor<span class="blank _1"></span>ação própria.</span></div><div class="t m0 x25 h10 y126 ffe fs0 fc0 sc0 ls0">1.</div><div class="t m0 x5 h6 y146 ff5 fs3 fc1 sc0 ls15 wse5">Ao analisar os números por r<span class="blank _1"></span>egião </div><div class="t m0 x5 h6 y147 ff6 fs3 fc1 sc0 ls15 wsbb">\ue713\ue76d\ue603<span class="blank"> </span>\ue790\ue6f0\ue743\ue79b\ue936\ue603<span class="blank"> </span>\ue790\ue71b\ue793\ue70c<span class="blank _1"></span>\ue71b\ue70b\ue71b\ue958\ue79b\ue71b\ue603<span class="blank"> </span>\ue6f0\ue603<span class="blank"> </span>\ue70c\ue76d\ue762\ue70c\ue71b\ue762\ue7a7\ue793<span class="blank _1"></span>\ue6f0\ue70f\ue708\ue76d\ue603</div><div class="t m0 x5 h6 y148 ff5 fs3 fc1 sc0 ls15 wse6">de respondentes na r<span class="blank _1"></span>egião Sudeste,<span class="blank _1"></span> </div><div class="t m0 x5 h6 y149 ff5 fs3 fc1 sc0 ls15 wse7">com 44 r<span class="blank _1"></span>espostas enviadas. Apesar </div><div class="t m0 x5 h6 y14a ff5 fs3 fc1 sc0 ls15 ws33">dessa concentr<span class="blank _1"></span>ação<span class="blank _1"></span>, nota-se um des<span class="ls0">-</span></div><div class="t m0 x5 h6 y14b ff6 fs3 fc1 sc0 ls15 wsbc">\ue7a7\ue6f0\ue792\ue7af\ue71b\ue603<span class="blank"> </span>\ue790\ue6f0\ue793\ue6f0\ue603<span class="blank"> </span>\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603<span class="blank"> </span>\ue793<span class="blank _1"></span>\ue71b\ue79b\ue790\ue76d\ue762\ue713\ue71b\ue762\ue7a7\ue71b\ue79b<span class="blank _1"></span>\ue603</div><div class="t m0 x5 h6 y14c ff5 fs3 fc1 sc0 ls15 wse8">na região Nor<span class="blank _1"></span>deste, com 17 r<span class="blank _1"></span>espostas,<span class="blank _1"></span> </div><div class="t m0 x5 h6 y14d ff5 fs3 fc1 sc0 ls15 wse9">e Sul, com 16 r<span class="blank _1"></span>espostas. As regiões<span class="blank _1"></span> </div><div class="t m0 x5 h6 y14e ff5 fs3 fc1 sc0 ls15 wsea">Norte e Centr<span class="blank _1"></span>o-oeste tiveram 6 e 4<span class="blank _1"></span> </div><div class="t m0 x1d h6 y14f ff5 fs3 fc1 sc0 ls15 ws1">respostas<span class="blank _1"></span>, respectivamente.</div><div class="t m0 x1d h6 y150 ff6 fs3 fc1 sc0 ls12 wsbd">\ue675\ue76d\ue7c6<span class="blank _1"></span>\ue6f0\ue760\ue71b\ue762\ue7a7\ue71b\ue936\ue603<span class="blank"> </span>\ue6f0\ue76d\ue603<span class="blank"> </span>\ue70c\ue76d\ue762\ue79b\ue741\ue713\ue71b\ue793<span class="blank _1"></span>\ue6f0\ue793\ue603<span class="blank"> </span>\ue76d\ue79b\ue603<span class="blank"> </span>\ue760\ue7af\ue762\ue741\ue70c\ue743<span class="ff5 ls0">-</span></div><div class="t m0 x1d h6 y151 ff5 fs3 fc1 sc0 ls12 wseb">pios respondentes em r<span class="blank _1"></span>elação ao to<span class="blank _1"></span>tal </div><div class="t m0 x1d h6 y152 ff6 fs3 fc1 sc0 ls12 wsbe">\ue713\ue71b\ue603<span class="blank"> </span>\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603<span class="blank"> </span>\ue70c\ue76d\ue760\ue603<span class="blank"> </span>\ue7a7\ue793<span class="blank _1"></span>\ue6f0\ue762\ue79b\ue790\ue76d\ue793<span class="blank _2"> </span>\ue7a7\ue71b\ue603<span class="blank"> </span>\ue790\ue76d\ue793\ue603<span class="blank"> </span>\ue770\ue762\ue741<span class="ff5 ls0">-</span></div><div class="t m0 x1d h6 y153 ff6 fs3 fc1 sc0 ls12 ws27">\ue70b\ue7af\ue79b\ue603<span class="blank _0"></span>\ue741\ue762\ue7a7\ue793\ue6f0\ue760\ue7af\ue762\ue741\ue70c\ue741\ue790\ue6f0\ue757\ue936\ue603<span class="blank _1"></span>\ue7c6\ue71b\ue793\ue741\ue7e0\ue70c\ue6f0\ue958\ue79b\ue71b\ue603<span class="blank _0"></span>\ue603<span class="blank _1"></span>\ue7af\ue760\ue603<span class="blank _0"></span>\ue71b\ue792\ue7af\ue741<span class="ff5 ls0">-</span></div><div class="t m0 x1d h6 y154 ff6 fs3 fc1 sc0 ls12 wsbf">\ue757\ue743\ue70b\ue793\ue741\ue76d\ue603<span class="blank"> </span>\ue760\ue6f0\ue741\ue76d\ue793\ue603<span class="blank"> </span>\ue762\ue6f0\ue603<span class="blank"> </span>\ue793\ue71b\ue790\ue793<span class="blank _1"></span>\ue71b\ue79b\ue71b\ue762\ue7a7\ue6f0\ue7a7\ue741\ue7c6\ue741\ue713\ue6f0\ue713\ue71b\ue603<span class="blank"> </span>\ue713\ue6f0\ue79b\ue603</div><div class="t m0 x1d h6 y155 ff6 fs3 fc1 sc0 ls12 wsc0">\ue793\ue71b\ue734\ue741\ue78b\ue71b\ue79b\ue603\ue713\ue76d\ue603<span class="blank"> </span>\ue790\ue6f0\ue743\ue79b\ue936\ue603<span class="blank"> </span>\ue741\ue762\ue70c\ue757\ue7af\ue79b\ue741\ue7c6\ue71b\ue603<span class="blank"> </span>\ue70c\ue76d\ue760\ue603<span class="blank"> </span>\ue713\ue71b\ue79b\ue7a7\ue6f0\ue792\ue7af\ue71b\ue603</div><div class="t m0 x1d h6 y156 ff5 fs3 fc1 sc0 ls12 ws1">para a r<span class="blank _1"></span>egião Nordes<span class="blank _1"></span>te (<span class="blank _2"> </span>T<span class="blank _0"></span>abela 1)<span class="blank _1"></span>.</div><div class="t m0 x28 h11 y157 ff1 fsa fc3 sc0 ls0 ws1">T<span class="blank _0"></span>abela 1 <span class="ff6 fc1 wsc1">\ue958\ue603\ue6a6\ue71b\ue757\ue6f0\ue70f\ue708\ue76d\ue603\ue71b\ue762\ue7a7\ue793<span class="blank _1"></span>\ue71b\ue603\ue762\ue7b0\ue760\ue71b\ue793\ue76d\ue603\ue713\ue71b\ue603\ue793\ue71b\ue79b\ue790\ue76d\ue762\ue713\ue71b\ue762\ue7a7<span class="blank _1"></span>\ue71b\ue79b\ue603\ue71b\ue603\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603\ue70c\ue76d\ue760\ue603\ue770\ue762\ue741\ue70b\ue7af\ue79b\ue603\ue741\ue762\ue7a7\ue793\ue6f0\ue760\ue7af\ue762\ue741\ue70c\ue741\ue790\ue6f0\ue757\ue936\ue603</span></div><div class="t m0 x29 h11 y158 ff5 fsa fc1 sc0 ls0 ws1">por região</div><div class="t m0 x8 h12 y159 ff1 fsb fc0 sc0 ls0 wsc2">R<span class="blank _1"></span>egião</div><div class="t m0 x2a h12 y15a ff1 fsb fc0 sc0 ls0 ws1">Municípios </div><div class="t m0 x2b h12 y159 ff1 fsb fc0 sc0 ls0 ws1">com ônibus </div><div class="t m0 x2c h12 y15b ff1 fsb fc0 sc0 ls0 wsc3">intramunicipal</div><div class="t m0 x2d h12 y15c ff1 fsb fc0 sc0 ls0 ws1">Municípios </div><div class="t m0 x2e h12 y15d ff1 fsb fc0 sc0 ls0 wsc2">respondentes</div><div class="t m0 x2f h12 y15e ff1 fsb fc0 sc0 ls0 ws1">% de municípios </div><div class="t m0 x30 h12 y15f ff1 fsb fc0 sc0 ls0 ws1">respondentes em relação </div><div class="t m0 x31 h12 y160 ff1 fsb fc0 sc0 ls0 ws1">ao total de municípios com </div><div class="t m0 x32 h12 y161 ff1 fsb fc0 sc0 ls0 ws1">ônibus intramunicipal</div><div class="t m0 x33 h13 y162 ff5 fsb fc1 sc0 ls0 wsc4">Centr<span class="blank _1"></span>o-Oeste<span class="blank"> </span><span class="ls18 wsc5">107<span class="blank _7"> </span><span class="ls16">4<span class="ls19 wsc6">3,7%</span></span></span></div><div class="t m0 x33 h13 y163 ff5 fsb fc1 sc0 ls0 wsc7">Nordest<span class="blank _1"></span>e<span class="blank"> </span><span class="ls1a wsc8">35<span class="blank"> </span>4<span class="blank _8"> </span></span><span class="wsc9">17<span class="blank"> </span>4,8%</span></div><div class="t m0 x33 h13 y164 ff5 fsb fc1 sc0 ls0 wsca">Norte<span class="blank _9"> </span><span class="ls1a wscb">85<span class="blank"> </span><span class="ls17">6<span class="ls1b wscc">7,1<span class="blank _5"> </span>%</span></span></span></div><div class="t m0 x33 h13 y165 ff5 fsb fc1 sc0 ls0 wscd">Sudeste<span class="blank"> </span><span class="ls1c wsce">739<span class="blank"> </span></span><span class="wscf">44<span class="blank"> </span><span class="ls1d wsd0">6<span class="blank"> </span>,0<span class="blank"> </span>%</span></span></div><div class="t m0 x33 h13 y166 ff5 fsb fc1 sc0 ls0 wsd1">Sul<span class="blank"> </span><span class="ls1e wsd2">442<span class="blank _a"> </span></span><span class="wsd3">16<span class="blank"> </span><span class="ls1d wsd4">3<span class="blank"> </span>,6<span class="blank"> </span>%</span></span></div><div class="t m0 x33 h14 y167 ffe fsb fc1 sc0 ls0 ws1">T<span class="blank _0"></span>otal Ger<span class="blank _1"></span>al<span class="blank _b"> </span><span class="ls18 wsd5">1<span class="blank"> </span>.<span class="blank"> </span>7<span class="blank _5"> </span>27<span class="blank _c"> </span><span class="ls1f wsd6">87<span class="blank"> </span><span class="ls20 wsd7">5<span class="blank"> </span>,0<span class="blank"> </span>%</span></span></span></div><div class="t m0 x34 h15 y168 ff1 fsa fc5 sc0 ls0 ws1"> </div><div class="t m0 x23 h11 y169 ff1 fsa fc3 sc0 ls0 wsba">F<span class="blank _1"></span>onte:<span class="ff5 fc1 ws1"> elabor<span class="blank _1"></span>ação própria, com dados da Pesquisa de Inf<span class="blank _1"></span>ormações Básicas Municipais </span></div><div class="t m0 x35 h11 y16a ff5 fsa fc1 sc0 ls0 ws1">(MUNIC) de 2020<span class="blank _1"></span>.</div><div class="t m0 x24 h2 y1 ff1 fs0 fc0 sc0 ls0 wsaf">10<span class="blank"> </span>11</div></div><div class="pi" data-data="{"ctm":[1.000000,0.000000,0.000000,1.000000,0.000000,0.000000]}"></div></div> <div id="pf7" class="pf w2 h0" data-page-no="7"><div class="pc pc7 w2 h0"><img fetchpriority="low" loading="lazy" class="bi x0 y0 w3 h1" alt="" src="https://files.passeidireto.com/ac0e928a-9d6e-41f8-8789-3f00942081f8/bg7.png"><div class="t m0 x25 h10 y126 ff14 fs0 fc0 sc0 ls0 wsec"><span class="fc2 sc0">1.</span><span class="blank"> </span><span class="ff15 fs3 fc5 ls12 ws32 v0">Metodologia</span></div><div class="t m0 x24 h2 y1 ff1 fs0 fc0 sc0 ls0 wsed"><span class="fc2 sc0">12</span><span class="blank"> </span><span class="fc2 sc0">13</span></div><div class="t m0 x1e h3 y2 ff12 fs1 fc1 sc0 ls0 ws1">Mapeamento do Uso e Abertura de <span class="ff13">Dados para a Gestão do T<span class="blank _0"></span>ransporte Público Co<span class="blank _1"></span>letivo<span class="ff12"> </span></span></div><div class="t m0 x1f h3 y3 ff12 fs1 fc1 sc0 ls0 ws1">nos Municípios Brasileiros</div><div class="t m0 x5 h3 y2 ff12 fs1 fc1 sc0 ls0 ws1">Mapeamento do Uso e Abertura de <span class="ff13">Dados para a Gestão do T<span class="blank _0"></span>ransporte Público Co<span class="blank _1"></span>letivo<span class="ff12"> </span></span></div><div class="t m0 x5 h3 y3 ff12 fs1 fc1 sc0 ls0 ws1">nos Municípios Brasileiros</div><div class="t m0 x2 h6 y16b ff5 fs3 fc1 sc0 ls0 wsa2">Ao longo da análise realiz<span class="blank _1"></span>ada nesta primeir<span class="blank _1"></span>a etapa do mapeamen-</div><div class="t m0 x2 h6 y16c ff6 fs3 fc1 sc0 ls0 ws7">\ue7a7\ue76d<span class="blank _1"></span>\ue936\ue603\ue790\ue793\ue76d\ue70c\ue7af\ue793<span class="blank _1"></span>\ue76d\ue7af\ue958\ue79b\ue71b\ue603\ue7c6\ue71b\ue793\ue741\ue7e0\ue70c\ue6f0\ue793\ue603\ue6f0\ue603\ue71b<span class="blank _1"></span>\ue7cc\ue741\ue79b\ue7a7\ue720\ue762\ue70c\ue741\ue6f0\ue603\ue713\ue71b\ue603\ue70c\ue76d<span class="blank _1"></span>\ue757\ue71b\ue7a7\ue6f0\ue603\ue71b\ue603\ue790\ue7af\ue70b\ue757\ue741\ue70c\ue6f0\ue70f\ue708\ue76d\ue603\ue713\ue71b\ue603\ue713\ue6f0\ue713\ue76d\ue79b\ue936\ue603</div><div class="t m0 x2 h6 y16d ff5 fs3 fc1 sc0 ls0 ws1">respondendo às seguintes ques<span class="blank _1"></span>tões centr<span class="blank _1"></span>ais:</div><div class="t m0 x36 h6 y16e ff5 fs3 fc1 sc0 ls0 ws1">\u2022 <span class="blank _d"> </span><span class="ff6 ws7">\ue680\ue603\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue603\ue7a7\ue71b\ue760\ue603\ue70c\ue76d\ue757\ue71b\ue7a7\ue6f0\ue603\ue713\ue71b\ue603\ue713\ue6f0\ue713\ue76d\ue79b\ue93c</span></div><div class="t m0 x36 h6 y16f ff5 fs3 fc1 sc0 ls0 ws1">\u2022 <span class="blank _d"> </span><span class="ff6 ws7">\ue680\ue79b\ue603\ue713\ue6f0\ue713\ue76d\ue79b\ue603\ue70c\ue76d\ue757\ue71b\ue7a7\ue6f0\ue713\ue76d\ue79b\ue603\ue71b\ue79b\ue7a7\ue708\ue76d\ue603\ue790\ue7af\ue70b\ue757\ue741\ue70c\ue6f0\ue760\ue71b\ue762\ue7a7<span class="blank _1"></span>\ue71b\ue603\ue713\ue741\ue79b\ue790\ue76d\ue762\ue743\ue7c6\ue71b\ue741\ue79b\ue603\ue790\ue6f0\ue793\ue6f0</span></div><div class="t m1 x37 h8 y170 ff5 fs5 fc1 sc0 ls0 ws1"> </div><div class="t m1 x38 h8 y171 ff5 fs5 fc1 sc0 ls0 ws6">download</div><div class="t m0 x39 h6 y172 ff6 fs3 fc1 sc0 ls0">\ue93c</div><div class="t m0 x36 h6 y173 ff5 fs3 fc1 sc0 ls0 ws1">\u2022 <span class="blank _d"> </span><span class="ff6 wsee">\ue6ae\ue71b\ue603\ue762\ue708\ue76d\ue603\ue71b\ue79b\ue7a7\ue6f1\ue603\ue713\ue741\ue79b\ue790\ue76d\ue762\ue743\ue7c6\ue71b\ue757\ue936\ue603\ue790\ue76d\ue793\ue603\ue792\ue7af\ue71b\ue603\ue760\ue76d\ue7a7\ue741\ue7c6\ue76d\ue603\ue762\ue708\ue76d\ue603\ue79b\ue71b\ue603</span></div><div class="t m0 x38 h6 y174 ff6 fs3 fc1 sc0 ls0 ws7">\ue713\ue741\ue79b\ue790\ue76d\ue762\ue741\ue70b\ue741\ue757\ue741\ue7d7\ue6f0\ue603\ue76d\ue603\ue713\ue6f0\ue713\ue76d\ue93c</div><div class="t m0 x36 h6 y175 ff5 fs3 fc1 sc0 ls0 ws1">\u2022 <span class="blank _d"> </span><span class="ff6 wsee">\ue6ae\ue71b\ue603\ue762\ue708\ue76d\ue603\ue70c\ue76d\ue757\ue71b\ue7a7\ue6f0\ue936\ue603\ue790\ue76d\ue793\ue603\ue792\ue7af\ue71b\ue603\ue76d\ue603\ue713\ue6f0\ue713\ue76d\ue603\ue762\ue708\ue76d\ue603\ue71c\ue603\ue70c\ue76d\ue757\ue71b\ue7a7\ue6f0\ue713\ue76d\ue93c</span></div><div class="t m0 x36 h6 y176 ff5 fs3 fc1 sc0 ls0 ws1">\u2022 <span class="blank _d"> </span>E<span class="blank _1"></span>xistem outros dados r<span class="blank _1"></span>elacionados à gestão do tr<span class="blank _1"></span>anspor<span class="blank _2"> </span>te </div><div class="t m0 x38 h6 y177 ff6 fs3 fc1 sc0 ls0 wsef">\ue792\ue7af\ue71b\ue603\ue79b\ue708\ue76d\ue603\ue70c\ue76d\ue757\ue71b\ue7a7\ue6f0\ue713\ue76d\ue79b\ue603\ue762\ue76d\ue603\ue6f8\ue760\ue70b\ue741\ue7a7\ue76d\ue603\ue713\ue76d\ue603\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d<span class="blank _1"></span>\ue93c\ue603\ue6ae<span class="blank"> </span>\ue71b\ue603\ue79b\ue741\ue760\ue936\ue603\ue792\ue7af\ue6f0\ue741\ue79b\ue93c</div><div class="t m0 x36 h6 y178 ff5 fs3 fc1 sc0 ls0 ws1">\u2022 <span class="blank _d"> </span><span class="wsfc">Há conhecimento técnic<span class="blank _1"></span>o básico para tr<span class="blank _1"></span>atamento e análise </span></div><div class="t m0 x38 h6 y179 ff6 fs3 fc1 sc0 ls0 ws7">\ue713\ue71b\ue603\ue713\ue6f0\ue713\ue76d\ue79b\ue603\ue762\ue76d\ue603\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue603\ue790\ue71b\ue79b\ue792\ue7af\ue741\ue79b\ue6f0\ue713\ue76d\ue93c</div><div class="t m0 x2 h4 y17a ff4 fs2 fc3 sc0 ls5 ws1">1<span class="blank _5"> </span>.2 Meto<span class="blank _1"></span>dologia para re<span class="blank _1"></span>alização das en<span class="blank _1"></span>tre<span class="blank _1"></span>vistas</div><div class="t m0 x1c hc y17b ffe fs6 fc2 sc2 ls0 ws1b">A<span class="ff6 fc1 sc0 ls13">\ue96e<span class="ff5 fs3 ls0 wsfd v3">partir dos resultados da primei-</span></span></div><div class="t m0 x3a h6 y17c ff5 fs3 fc1 sc0 ls0 wsfe">ra e<span class="blank _1"></span>tapa, for<span class="blank _1"></span>am selecionados 10 </div><div class="t m0 x2 h6 y17d ff6 fs3 fc1 sc0 ls0 wsf0">\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603<span class="blank"> </span>\ue790\ue6f0\ue793\ue6f0\ue603<span class="blank"> </span>\ue6f0\ue603<span class="blank"> </span>\ue793<span class="blank _1"></span>\ue71b\ue6f0\ue757\ue741\ue7d7\ue6f0\ue70f\ue708\ue76d\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue71b\ue762\ue7a7\ue793<span class="blank _1"></span>\ue71b<span class="ff5">-</span></div><div class="t m0 x2 h6 y17e ff5 fs3 fc1 sc0 ls0 wsff">vistas semiestrutur<span class="blank _1"></span>adas, com o objeti-</div><div class="t m0 x2 h6 y17f ff5 fs3 fc1 sc0 ls0 ws12">vo de apro<span class="blank _1"></span>fundar os cont<span class="blank _1"></span>ext<span class="blank _1"></span>os locais e </div><div class="t m0 x2 h6 y180 ff5 fs3 fc1 sc0 ls0 ws100">as capacidades técnica e institucional </div><div class="t m0 x2 h6 y181 ff5 fs3 fc1 sc0 ls0 ws101">instaladas nas pastas r<span class="blank _1"></span>esponsáveis </div><div class="t m0 x2 h6 y182 ff5 fs3 fc1 sc0 ls0 ws102">pela gestão do tr<span class="blank _1"></span>anspor<span class="blank _2"> </span>te público c<span class="blank _1"></span>ole-</div><div class="t m0 x2 h6 y183 ff5 fs3 fc1 sc0 ls0 ws1">tivo nas pref<span class="blank _1"></span>eituras municipais.</div><div class="t m0 x3 h6 y184 ff5 fs3 fc1 sc0 ls0 ws103">A seleção dos entrevis<span class="blank _1"></span>tados contem-</div><div class="t m0 x3 h6 y185 ff5 fs3 fc1 sc0 ls0 ws104">plou aspectos de diversidade regional </div><div class="t m0 x3 h6 y186 ff6 fs3 fc1 sc0 ls0 wsf1">\ue71b\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue793\ue71b\ue790\ue793<span class="blank _1"></span>\ue71b\ue79b\ue71b\ue762\ue7a7\ue6f0\ue70f\ue708\ue76d\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603<span class="blank"> </span>\ue713\ue71b\ue603</div><div class="t m0 x3 h6 y187 ff5 fs3 fc1 sc0 ls0 ws41">difer<span class="blank _1"></span>entes portes populacionais, mas </div><div class="t m0 x3 h6 y188 ff6 fs3 fc1 sc0 ls0 wsf2">\ue790\ue793\ue741\ue76d\ue793\ue741\ue7d7\ue6f0\ue762\ue713\ue76d<span class="blank _1"></span>\ue936\ue603<span class="blank"> </span>\ue79b\ue71b\ue760\ue790\ue793\ue71b\ue603<span class="blank"> </span>\ue792\ue7af\ue71b\ue603<span class="blank"> </span>\ue790\ue76d\ue79b\ue79b\ue743\ue7c6\ue71b\ue757\ue936\ue603<span class="blank"> </span>\ue760\ue7af<span class="ff5">-</span></div><div class="t m0 x3 h6 y189 ff6 fs3 fc1 sc0 ls0 ws7">\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603<span class="blank _0"></span>\ue760\ue6f0\ue741\ue79b\ue603<span class="blank _0"></span>\ue790\ue76d\ue790\ue7af\ue757\ue76d\ue79b\ue76d\ue79b\ue603<span class="blank _0"></span>\ue71b\ue603<span class="blank _0"></span>\ue70c\ue76d\ue760\ue603<span class="blank _0"></span>\ue760\ue6f0\ue741\ue76d\ue793\ue603<span class="blank _0"></span>\ue713\ue741<span class="ff5">-</span></div><div class="t m0 x3 h6 y18a ff6 fs3 fc1 sc0 ls0 ws7">\ue7c6\ue71b\ue793\ue79b\ue741\ue713\ue6f0\ue713\ue71b\ue603<span class="blank _1"></span>\ue713\ue71b\ue603<span class="blank _1"></span>\ue713\ue71b\ue79b\ue6f0\ue7e0\ue76d\ue79b\ue603<span class="blank _1"></span>\ue757\ue76d\ue70c\ue6f0\ue741\ue79b\ue93b\ue603<span class="blank _1"></span>\ue627\ue741\ue7c6\ue741\ue713\ue741\ue7af\ue958\ue79b\ue71b\ue603</div><div class="t m0 x3 h6 y18b ff6 fs3 fc1 sc0 ls0 ws7">\ue76d\ue79b\ue603<span class="blank _1"></span>\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603<span class="blank _0"></span>\ue6f0\ue603<span class="blank _1"></span>\ue79b\ue71b\ue793\ue71b\ue760\ue603<span class="blank _0"></span>\ue71b\ue762\ue7a7\ue793\ue71b\ue7c6\ue741\ue79b<span class="blank _1"></span>\ue7a7\ue6f0\ue713\ue76d\ue79b\ue603<span class="blank _1"></span>\ue713\ue71b\ue603</div><div class="t m0 x3 h6 y18c ff5 fs3 fc1 sc0 ls0 ws1">acor<span class="blank _1"></span>do com os seguintes critérios:</div><div class="t m0 x3b h6 y18d ff5 fs3 fc1 sc0 ls4 ws38">\u2022 <span class="blank _d"> </span><span class="ff6 wsf3">\ue673\ue7af\ue762\ue741\ue70c<span class="blank"> </span>\ue743\ue790\ue741\ue76d\ue79b\ue603\ue792\ue7af\ue71b\ue603\ue762\ue708\ue76d\ue603\ue790\ue76d\ue79b\ue79b\ue7af\ue71b\ue760\ue603\ue76d\ue7af\ue603\ue762\ue708\ue76d\ue603\ue79b\ue76d\ue7af\ue70b\ue71b\ue793\ue6f0\ue760\ue603\ue741\ue762\ue733\ue76d\ue793\ue760\ue6f0\ue793\ue603\ue79b\ue71b\ue603</span></div><div class="t m0 x3c h6 y18e ff5 fs3 fc1 sc0 ls4 ws1">exis<span class="blank _1"></span>te coleta de dados par<span class="blank _1"></span>a todos os dados pesquisados;</div><div class="t m0 x5 h6 y18f ff5 fs3 fc1 sc0 ls12 ws105">As entrevis<span class="blank _1"></span>tas for<span class="blank _1"></span>am realiz<span class="blank _1"></span>adas em fe<span class="ls0">-</span></div><div class="t m0 x5 h6 y190 ff5 fs3 fc1 sc0 ls12 ws106">vereir<span class="blank _1"></span>o de 2022, com a dur<span class="blank _1"></span>ação média </div><div class="t m0 x5 h6 y191 ff5 fs3 fc1 sc0 ls12 ws107">de uma hora cada. P<span class="blank _1"></span>articiparam des<span class="ls0">-</span></div><div class="t m0 x5 h6 y192 ff6 fs3 fc1 sc0 ls12 wsf4">\ue79b\ue6f0\ue603<span class="blank"> </span>\ue71b\ue7a7\ue6f0\ue790\ue6f0\ue603<span class="blank"> </span>\ue76d\ue79b\ue603<span class="blank"> </span>\ue79b\ue71b\ue734\ue7af\ue741\ue762\ue7a7\ue71b\ue79b\ue603<span class="blank"> </span>\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue935\ue603<span class="blank"> </span>\ue665\ue76d\ue708\ue76d\ue603</div><div class="t m0 x5 h6 y193 ff6 fs3 fc1 sc0 ls12 wsf5">\ue6a3\ue71b\ue79b\ue79b\ue76d\ue6f0\ue603<span class="blank"> </span>\ue958\ue603<span class="blank"> </span>\ue6a3\ue61f\ue936\ue603<span class="blank"> </span>\ue665\ue6f0\ue70c\ue6f0\ue793<span class="blank _1"></span>\ue71b\ue743\ue603<span class="blank"> </span>\ue958\ue603<span class="blank"> </span>\ue6ae\ue6a3<span class="blank _0"></span>\ue936\ue603<span class="blank"> </span>\ue620\ue7af\ue793\ue741\ue7a7\ue741\ue70b\ue6f0\ue603<span class="blank"> </span>\ue958\ue603<span class="blank"> </span>\ue6a3\ue6a6\ue936\ue603</div><div class="t m0 x5 h6 y194 ff5 fs3 fc1 sc0 ls12 ws108">Belo Horizont<span class="blank _1"></span>e - MG, Macapá - MG, São<span class="blank _2"> </span> </div><div class="t m0 x5 h6 y195 ff5 fs3 fc1 sc0 ls12 ws109">Paulo - SP<span class="blank _0"></span>, C<span class="blank _1"></span>ontagem - MG, Campos </div><div class="t m0 x5 h6 y196 ff5 fs3 fc1 sc0 ls12 ws10a">dos Goytacaz<span class="blank _1"></span>es - RJ, Salvador - BA e R<span class="blank _1"></span>io </div><div class="t m0 x1d h6 y197 ff5 fs3 fc1 sc0 ls12 ws10b">de Janeiro - RJ. O r<span class="blank _1"></span>ot<span class="blank _1"></span>eiro base das entr<span class="blank _1"></span>e<span class="ls0">-</span></div><div class="t m0 x1d h6 y198 ff6 fs3 fc1 sc0 ls12 ws27">\ue7c6\ue741\ue79b\ue7a7\ue6f0\ue79b\ue603\ue71b\ue79b\ue7a7\ue6f1\ue603\ue713\ue741\ue79b\ue790\ue76d\ue762\ue743\ue7c6\ue71b\ue757\ue603\ue762\ue76d\ue603\ue604\ue790\ue720\ue762\ue713\ue741\ue70c\ue71b\ue603\ue8da<span class="blank _1"></span>\ue93b</div><div class="t m0 x1d h6 y199 ff5 fs3 fc1 sc0 ls0 ws10c">A análise dos insumos pro<span class="blank _1"></span>venientes </div><div class="t m0 x1d h6 y19a ff5 fs3 fc1 sc0 ls0 ws10d">das entrevis<span class="blank _1"></span>tas foi feita em dois mo-</div><div class="t m0 x1d h6 y19b ff5 fs3 fc1 sc0 ls0 ws10e">mentos. Primeir<span class="blank _1"></span>amente, as respostas </div><div class="t m0 x1d h6 y19c ff5 fs3 fc1 sc0 ls0 wsd9">das entrevis<span class="blank _1"></span>tas for<span class="blank _1"></span>am sistematizadas </div><div class="t m0 x1d h6 y19d ff5 fs3 fc1 sc0 ls0 ws1">consider<span class="blank _1"></span>ando os seguintes aspectos:</div><div class="t m0 x3b h6 y19e ff1 fs3 fc6 sc0 ls12 ws10f">\u2022 <span class="blank _e"> </span><span class="ws110">Es<span class="blank _1"></span>trat<span class="blank _1"></span>égia de gestão de dados: <span class="ff6 fc1 wsf6">\ue741\ue713\ue71b\ue762\ue7a7\ue741\ue7e0\ue70c\ue6f0\ue793\ue603<span class="blank"> </span>\ue70c\ue76d\ue760\ue76d\ue603<span class="blank"> </span>\ue76d\ue952\ue6f0\ue953\ue603</span></span></div><div class="t m0 x3c h6 y19f ff5 fs3 fc1 sc0 ls12 wse8">técnico(a) ou gest<span class="blank _1"></span>or(a) compreende a estr<span class="blank _1"></span>atégia de ges<span class="blank _1"></span>tão </div><div class="t m0 x3c h6 y1a0 ff6 fs3 fc1 sc0 ls12 ws27">\ue713\ue71b\ue603\ue713\ue6f0\ue713\ue76d\ue79b\ue603\ue71b\ue760\ue603\ue79b\ue71b\ue7af\ue603\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue940</div><div class="t m0 x3b h6 y1a1 ff1 fs3 fc6 sc0 ls12 ws10f">\u2022 <span class="blank _e"> </span><span class="ws111">Posse dos dados e<span class="blank _1"></span>xistentes: <span class="ff5 fc1">ent<span class="blank _1"></span>ender quem tem a pos<span class="ls0">-</span></span></span></div><div class="t m0 x3c h6 y1a2 ff6 fs3 fc1 sc0 ls12 wsf7">\ue79b\ue71b\ue603<span class="blank"> </span>\ue713\ue76d\ue79b\ue603<span class="blank"> </span>\ue713\ue6f0\ue713\ue76d\ue79b\ue603<span class="blank"> </span>\ue70c\ue76d\ue757\ue71b\ue7a7\ue6f0\ue713\ue76d\ue79b\ue603<span class="blank"> </span>\ue71b\ue603<span class="blank"> </span>\ue70c\ue76d\ue760\ue76d\ue603<span class="blank"> </span>\ue71c\ue603<span class="blank"> </span>\ue76d\ue603<span class="blank"> </span>\ue7e1\ue7af\ue7cc<span class="blank _1"></span>\ue76d\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue70c\ue76d\ue760\ue790\ue6f0\ue793\ue7a7\ue741\ue757\ue73c\ue6f0<span class="ff5 ls0">-</span></div><div class="t m0 x3c h6 y1a3 ff5 fs3 fc1 sc0 ls12 ws1">mento de dados entr<span class="blank _1"></span>e instituições;</div><div class="t m0 x3b h16 y1a4 ff1 fs3 fc6 sc0 ls12 ws10f">\u2022 <span class="blank _e"> </span><span class="ff16">Especi\ue7e0cidades da gestão de cada <span class="blank _2"> </span>dado:</span><span class="fc1 ls21 ws1"> </span><span class="ff5 fc1">compr<span class="blank _1"></span>eender </span></div><div class="t m0 x3c h6 y1a5 ff6 fs3 fc1 sc0 ls12 wsf8">\ue6f0\ue79b\ue603\ue70c\ue6f0\ue793<span class="blank _1"></span>\ue6f0\ue70c\ue7a7\ue71b\ue793\ue743\ue79b\ue7a7\ue741\ue70c\ue6f0\ue79b\ue603\ue713\ue76d\ue79b\ue603\ue790\ue793<span class="blank _1"></span>\ue76d\ue70c\ue71b\ue79b\ue79b\ue76d\ue79b\ue603\ue713\ue71b\ue603<span class="blank _1"></span>\ue734\ue71b\ue79b\ue7a7\ue708\ue76d\ue603\ue713\ue71b\ue603<span class="blank _1"></span>\ue713\ue6f0\ue713\ue76d\ue79b\ue603\ue713\ue6f0\ue603<span class="blank _1"></span>\ue70b\ue741<span class="ff5 ls0">-</span></div><div class="t m0 x3c h6 y1a6 ff5 fs3 fc1 sc0 ls12 ws1">lhetagem eletr<span class="blank _1"></span>ônica, GPS e GTFS;</div><div class="t m0 x3b h6 y1a7 ff5 fs3 fc1 sc0 ls0 ws1">\u2022 <span class="blank _d"> </span><span class="ff6 ws7">\ue673\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603\ue76d\ue762\ue713\ue71b\ue603\ue7a7\ue76d\ue713\ue76d\ue79b\ue603\ue76d\ue79b\ue603\ue713\ue6f0\ue713\ue76d\ue79b\ue603\ue790\ue71b\ue79b\ue792\ue7af\ue741\ue79b\ue6f0\ue713\ue76d\ue79b\ue603\ue79b\ue708\ue76d\ue603\ue70c\ue76d\ue757\ue71b\ue7a7\ue6f0</span>-</div><div class="t m0 x3c h6 y1a8 ff6 fs3 fc1 sc0 ls0 ws7">\ue713\ue76d\ue79b\ue936\ue603\ue760\ue6f0\ue79b\ue603\ue762\ue708\ue76d\ue603\ue71b\ue79b\ue7a7\ue708\ue76d\ue603\ue713\ue741\ue79b\ue790\ue76d\ue762\ue743\ue7c6\ue71b\ue741\ue79b\ue603\ue790\ue6f0\ue793<span class="blank _1"></span>\ue6f0\ue603</div><div class="t m1 x3d h8 y1a9 ff5 fs5 fc1 sc0 ls0 ws6">download;</div><div class="t m0 x3b h6 y1aa ff5 fs3 fc1 sc0 ls0 ws1">\u2022 <span class="blank _d"> </span><span class="ff6 wsf9">\ue673\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603<span class="blank"> </span>\ue792\ue7af\ue71b\ue603<span class="blank"> </span>\ue6f0\ue790\ue793\ue71b\ue79b\ue71b\ue762\ue7a7\ue6f0\ue793<span class="blank _1"></span>\ue6f0\ue760\ue603<span class="blank"> </span>\ue713\ue6f0\ue713\ue76d\ue79b\ue603<span class="blank"> </span>\ue790\ue7af\ue70b\ue757\ue741\ue70c\ue6f0\ue760\ue71b\ue762\ue7a7\ue71b\ue603<span class="blank"> </span>\ue713\ue741\ue79b<span class="ff5">-</span></span></div><div class="t m0 x3c h6 y1ab ff6 fs3 fc1 sc0 ls0 wsfa">\ue790\ue76d\ue762\ue743\ue7c6\ue71b\ue741\ue79b\ue603<span class="blank"> </span>\ue790\ue6f0\ue793\ue6f0\ue603</div><div class="t m1 x3e h8 y1ac ff5 fs5 fc1 sc0 ls0 ws6">download</div><div class="t m0 x3f h6 y1ac ff5 fs3 fc1 sc0 ls0 ws112"> para pelo menos um dos dados </div><div class="t m0 x3c h6 y1ad ff5 fs3 fc1 sc0 ls0 ws7">pesquisados.</div><div class="t m0 x25 h10 y126 ffe fs0 fc0 sc0 ls0 wsfb"><span class="fc2 sc0">1.</span><span class="blank _f"></span>1.</div><div class="t m0 x24 h2 y1 ff1 fs0 fc0 sc0 ls0 wsed">12<span class="blank"> </span>13</div></div><div class="pi" data-data="{"ctm":[1.000000,0.000000,0.000000,1.000000,0.000000,0.000000]}"></div></div> <div id="pf8" class="pf w2 h0" data-page-no="8"><div class="pc pc8 w2 h0"><img fetchpriority="low" loading="lazy" class="bi x0 y0 w3 h1" alt="" src="https://files.passeidireto.com/ac0e928a-9d6e-41f8-8789-3f00942081f8/bg8.png"><div class="t m0 x25 h10 y126 ffe fs0 fc0 sc0 ls0 wsb0">1.<span class="blank"> </span><span class="ff1 fs3 fc3 ls12 wsb v0">Metodologia</span></div><div class="t m0 x24 h2 y1 ff1 fs0 fc0 sc0 ls0 ws113"><span class="fc2 sc0">14</span><span class="blank"> </span><span class="fc2 sc0">15</span></div><div class="t m0 x1e h3 y2 ff5 fs1 fc1 sc0 ls0 ws1">Mapeamento do Uso e Abertura de <span class="ff1">Dados para a Gestão do T<span class="blank _0"></span>ransporte Público Co<span class="blank _1"></span>letivo<span class="ff5"> </span></span></div><div class="t m0 x1f h3 y3 ff6 fs1 fc1 sc0 ls0 ws30">\ue762\ue76d\ue79b\ue603\ue673\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603\ue61f\ue793\ue6f0\ue79b\ue741\ue757\ue71b\ue741\ue793\ue76d\ue79b</div><div class="t m0 x5 h3 y2 ff5 fs1 fc1 sc0 ls0 ws1">Mapeamento do Uso e Abertura de <span class="ff1">Dados para a Gestão do T<span class="blank _0"></span>ransporte Público Co<span class="blank _1"></span>letivo<span class="ff5"> </span></span></div><div class="t m0 x5 h3 y3 ff6 fs1 fc1 sc0 ls0 ws30">\ue762\ue76d\ue79b\ue603\ue673\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603\ue61f\ue793\ue6f0\ue79b\ue741\ue757\ue71b\ue741\ue793\ue76d\ue79b</div><div class="t m0 x40 h6 y1ae ff1 fs3 fc6 sc0 ls14 ws120">\u2022 <span class="blank _e"> </span><span class="ws5a">Abertura de dados: <span class="ff5 fc1 ws45">compr<span class="blank _1"></span>eender como o(a) técnico(a)<span class="blank _1"></span> </span></span></div><div class="t m0 x41 h6 y1af ff5 fs3 fc1 sc0 ls14 ws121">ou gestor(a) entende o c<span class="blank _1"></span>onceito de dados abertos e as </div><div class="t m0 x41 h6 y1b0 ff5 fs3 fc1 sc0 ls14 ws1">estr<span class="blank _1"></span>atégias utilizadas par<span class="blank _1"></span>a a publicação dos dados;</div><div class="t m0 x40 h5 y1b1 ff1 fs3 fc6 sc0 ls12 ws10f">\u2022 <span class="blank _e"> </span><span class="ws122">Entrav<span class="blank _1"></span>es ao desenvolvimento e/<span class="blank _0"></span>ou implementação </span></div><div class="t m0 x41 h6 y1b2 ff1 fs3 fc6 sc0 ls12 ws5c">efe<span class="blank _1"></span>tiva de uma estr<span class="blank _1"></span>atégia de ges<span class="blank _1"></span>tão de dados: <span class="ff5 fc1 ls22 ws114">com<span class="blank"> </span><span class="ls0">-</span></span></div><div class="t m0 x41 h6 y1b3 ff6 fs3 fc1 sc0 ls12 ws115">\ue790\ue793\ue71b\ue71b\ue762\ue713\ue71b\ue793\ue603\ue76d\ue79b\ue603\ue790\ue793<span class="blank"> </span>\ue741\ue762\ue70c\ue741\ue790\ue6f0\ue741\ue79b\ue603<span class="blank"> </span>\ue713\ue71b\ue79b\ue6f0\ue7e0\ue76d\ue79b\ue603<span class="blank"> </span>\ue71b\ue603<span class="blank"> </span>\ue76d\ue790\ue76d\ue793<span class="blank"> </span>\ue7a7\ue7af\ue762\ue741\ue713\ue6f0\ue713\ue71b\ue79b\ue603<span class="blank"> </span>\ue790\ue6f0\ue793\ue6f0\ue603\ue6f0\ue603<span class="blank"> </span>\ue741\ue760<span class="ff5 ls0">-</span></div><div class="t m0 x41 h6 y1b4 ff5 fs3 fc1 sc0 ls12 ws1">plementação das estr<span class="blank _1"></span>atégias e pr<span class="blank _1"></span>ocessos;</div><div class="t m0 x40 h16 y1b5 ff1 fs3 fc6 sc0 ls12 ws10f">\u2022 <span class="blank _e"> </span><span class="ff16">Identi\ue7e0cação de t<span class="blank _1"></span>emas par<span class="blank _1"></span>a as <span class="blank _1"></span>capacitações:<span class="ff6 fc1 ws27">\ue603\ue741\ue713\ue71b\ue762\ue7a7\ue741\ue7e0\ue70c\ue6f0\ue793<span class="blank _2"> </span>\ue603</span></span></div><div class="t m0 x41 h6 y1b6 ff5 fs3 fc1 sc0 ls12 ws123">os temas mais r<span class="blank _1"></span>elevant<span class="blank _1"></span>es para ser<span class="blank _1"></span>em abordados em pr<span class="blank _1"></span>o<span class="ls0">-</span></div><div class="t m0 x41 h6 y1b7 ff5 fs3 fc1 sc0 ls12 ws124">gramas de capacitação no uso e abertura de dados par<span class="blank _1"></span>a a </div><div class="t m0 x41 h6 y1b8 ff5 fs3 fc1 sc0 ls12 ws125">gestão do tr<span class="blank _1"></span>anspor<span class="blank _2"> </span>te públic<span class="blank _1"></span>o, f<span class="blank _1"></span>ornecendo insumos para se<span class="ls0">-</span></div><div class="t m0 x41 h6 y1b9 ff5 fs3 fc1 sc0 ls12 ws1">gunda fase do Pr<span class="blank _1"></span>ojeto AcessoCidades.</div><div class="t m0 x42 h6 y1ba ff5 fs3 fc1 sc0 ls0 ws1"> </div><div class="t m0 x42 h6 y1bb ff6 fs3 fc1 sc0 ls0 ws116">\ue6a3\ue76d\ue79b\ue7a7<span class="blank _1"></span>\ue71b\ue793\ue741\ue76d\ue793\ue760\ue71b\ue762\ue7a7\ue71b\ue936\ue603<span class="blank"> </span>\ue6f0\ue603<span class="blank"> </span>\ue790\ue6f0\ue793\ue7a7<span class="blank _2"> </span>\ue741\ue793\ue603<span class="blank"> </span>\ue713\ue6f0\ue603<span class="blank"> </span>\ue79b\ue741\ue79b\ue7a7\ue71b\ue760\ue6f0\ue7a7\ue741\ue7d7<span class="blank _1"></span>\ue6f0\ue70f\ue708\ue76d\ue936\ue603<span class="blank"> </span>\ue733<span class="blank _1"></span>\ue76d\ue793\ue6f0\ue760\ue603<span class="blank"> </span>\ue741\ue713\ue71b\ue762\ue7a7\ue741\ue7e0\ue70c\ue6f0\ue713\ue76d\ue79b\ue603</div><div class="t m0 x42 h6 y1bc ff5 fs3 fc1 sc0 ls0 ws126">padrões e dif<span class="blank _1"></span>erenças nas estr<span class="blank _1"></span>atégias de gestão de dados de </div><div class="t m0 x42 h6 y1bd ff6 fs3 fc1 sc0 ls0 ws8">\ue7a7\ue793\ue6f0\ue762\ue79b\ue790\ue76d\ue793\ue7a7\ue71b\ue603\ue790\ue7b0\ue70b\ue757\ue741\ue70c\ue76d\ue603\ue6f0\ue713\ue76d<span class="blank _1"></span>\ue7a7\ue6f0\ue713\ue6f0\ue79b\ue603\ue790\ue71b\ue757\ue76d\ue79b\ue603\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue93b</div><div class="t m0 x20 h17 y1be fff fs6 fc2 sc1 ls23 ws127">D <span class="blank _1"></span><span class="ff5 fs3 fc1 sc0 ls0 wse8 v3">e acor<span class="blank _1"></span>do com a C<span class="blank _1"></span>onstituição F<span class="blank _1"></span>e-</span></div><div class="t m0 x43 h6 y1bf ff5 fs3 fc1 sc0 ls0 ws128">deral (Br<span class="blank _1"></span>asil, 1988)<span class="blank _0"></span>, é de com-</div><div class="t m0 x5 h6 y1c0 ff6 fs3 fc1 sc0 ls0 ws117">\ue790\ue71b\ue7a7\ue720\ue762\ue70c\ue741\ue6f0\ue603<span class="blank"> </span>\ue713\ue76d\ue603<span class="blank"> </span>\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue603<span class="blank"> </span>\ue6f0\ue603<span class="blank"> </span>\ue734\ue71b\ue79b\ue7a7\ue708\ue76d\ue603<span class="blank"> </span>\ue713\ue76d\ue603</div><div class="t m0 x5 h6 y1c1 ff5 fs3 fc1 sc0 ls0 ws129">transporte coletivo de int<span class="blank _1"></span>eresse local, </div><div class="t m0 x5 h6 y1c2 ff5 fs3 fc1 sc0 ls0 wsda">seja diretament<span class="blank _1"></span>e ou nas formas de au-</div><div class="t m0 x5 h6 y1c3 ff5 fs3 fc1 sc0 ls0 ws12a">torização<span class="blank _1"></span>, permissão ou concessão<span class="blank _1"></span>. Em </div><div class="t m0 x23 hb y10b ff4 fs4 fc0 sc0 ls0 ws1">2<span class="blank _2"> </span>. CONTEX<span class="blank _1"></span>TU<span class="blank _1"></span>ALIZA<span class="blank _0"></span>Ç<span class="blank _0"></span>Ã<span class="blank _0"></span>O</div><div class="t m0 x1d h6 y1c4 ff6 fs3 fc1 sc0 ls0 ws118">\ue79b\ue7af\ue6f0\ue603<span class="blank"> </span>\ue760\ue6f0\ue741\ue76d\ue793\ue741\ue6f0\ue936\ue603<span class="blank"> </span>\ue76d\ue79b\ue603<span class="blank"> </span>\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603<span class="blank"> </span>\ue793\ue71b\ue790\ue6f0\ue79b\ue79b\ue6f0\ue760\ue603<span class="blank"> </span>\ue701\ue603</div><div class="t m0 x1d h6 y1bf ff5 fs3 fc1 sc0 ls0 wsfd">iniciativa priv<span class="blank _1"></span>ada a operação do serviço </div><div class="t m0 x1d h6 y1c0 ff5 fs3 fc1 sc0 ls0 wsa3">e mantém par<span class="blank _1"></span>a si as responsabilidades </div><div class="t m0 x1d h6 y1c1 ff5 fs3 fc1 sc0 ls0 ws12b">de planejamento<span class="blank _1"></span>, gestão<span class="blank _1"></span>, regulação e </div><div class="t m0 x1d h6 y1c2 ff6 fs3 fc1 sc0 ls0 ws119">\ue7e0\ue79b\ue70c\ue6f0\ue757\ue741\ue7d7\ue6f0\ue70f\ue708\ue76d\ue603<span class="blank"> </span>\ue713\ue76d\ue603<span class="blank"> </span>\ue79b\ue741\ue79b\ue7a7<span class="blank _1"></span>\ue71b\ue760\ue6f0\ue936\ue603<span class="blank"> </span>\ue70c\ue76d\ue762\ue733\ue76d\ue793\ue760\ue71b\ue603<span class="blank"> </span>\ue741\ue757\ue7af\ue79b<span class="ff5">-</span></div><div class="t m0 x1d h6 y1c3 ff5 fs3 fc1 sc0 ls0 ws1">trado na Figur<span class="blank _1"></span>a 2.</div><div class="t m0 x5 h11 y1c5 ff1 fsa fc7 sc0 ls0 ws1">Figura 2<span class="ff5"> <span class="ff6 fc1 wsb9">\ue955\ue603\ue648\ue757\ue7af\ue7cc<span class="blank _1"></span>\ue76d\ue734\ue793<span class="blank _1"></span>\ue6f0\ue760\ue6f0\ue603\ue79b\ue741\ue760\ue790\ue757\ue741\ue7e0\ue70c\ue6f0\ue713\ue76d\ue603\ue713\ue6f0\ue603\ue734\ue71b\ue79b\ue7a7\ue708\ue76d\ue603\ue713\ue76d\ue603\ue7a7\ue793\ue6f0\ue762\ue79b\ue790\ue76d\ue793\ue7a7\ue71b\ue603\ue790\ue7b0\ue70b\ue757\ue741\ue70c\ue76d\ue603\ue70c\ue76d\ue757\ue71b<span class="blank _1"></span>\ue7a7\ue741\ue7c6\ue76d\ue603\ue741\ue762\ue7a7\ue793\ue6f0\ue760\ue7af\ue762\ue741\ue70c\ue741\ue790\ue6f0\ue757</span></span></div><div class="t m0 x44 h11 y1c6 ff1 fsa fc7 sc0 ls0 wsba">F<span class="blank _1"></span>onte:<span class="ff5 fc1 ws1"> elabor<span class="blank _1"></span>ação própria.</span></div><div class="t m0 x24 h2 y1 ff1 fs0 fc0 sc0 ls0 ws113">14<span class="blank"> </span>15</div><div class="t m0 x9 h15 y1c7 ff1 fsa fc0 sc0 ls0 wsba">Planejamento</div><div class="t m0 x45 h18 y1c8 ff1 fsc fc0 sc0 ls0 ws11a">Secretarias<span class="blank _10"> </span>Autarquias</div><div class="t m0 x46 h13 y1c9 ff5 fsb fc1 sc0 ls0 ws1">R<span class="blank _1"></span>ealizado pelo </div><div class="t m0 x46 h13 y1ca ff5 fsb fc1 sc0 ls0 ws1">poder público</div><div class="t m0 x47 h13 y1cb ff5 fsb fc1 sc0 ls0 ws1">R<span class="blank _1"></span>ealiza o planejamento </div><div class="t m0 x48 h13 y1cc ff5 fsb fc1 sc0 ls0 ws1">estr<span class="blank _1"></span>atégico, tátic<span class="blank _1"></span>o e </div><div class="t m0 x47 h13 y1cd ff5 fsb fc1 sc0 ls0 ws1">operacional do sist<span class="blank _1"></span>ema</div><div class="t m0 x49 h13 y1ce ff5 fsb fc1 sc0 ls0 ws1">O serviço é prestado </div><div class="t m0 x4a h13 y1cf ff5 fsb fc1 sc0 ls0 ws1">pelo poder público</div><div class="t m0 x4b h13 y1ce ff5 fsb fc1 sc0 ls0 ws1">O serviço é concedido </div><div class="t m0 x4b h13 y1cf ff5 fsb fc1 sc0 ls0 ws1">à iniciativa priv<span class="blank _1"></span>ada</div><div class="t m0 x4c h13 y1d0 ff5 fsb fc1 sc0 ls0 ws1">R<span class="blank _1"></span>egulamenta e </div><div class="t m0 x4c h13 y1d1 ff6 fsb fc1 sc0 ls0 ws11b">\ue7e0\ue79b\ue70c\ue6f0\ue757\ue741\ue7d7\ue6f0\ue603\ue6f0\ue603\ue76d\ue790\ue71b\ue793<span class="blank _1"></span>\ue6f0\ue70f\ue708\ue76d\ue603</div><div class="t m0 x4c h13 y1d2 ff5 fsb fc1 sc0 ls0 ws1">do sistema</div><div class="t m0 x4d h13 y1d3 ff5 fsb fc1 sc0 ls0 ws1">R<span class="blank _1"></span>ealizado pela </div><div class="t m0 x4d h13 y1d4 ff5 fsb fc1 sc0 ls0 ws1">iniciativa priv<span class="blank _1"></span>ada</div><div class="t m0 x4e h18 y1d5 ff1 fsc fc0 sc0 ls0 ws1">Empresas </div><div class="t m0 xb h18 y1d6 ff1 fsc fc0 sc0 ls0 ws11c">públicas</div><div class="t m0 x4f h15 y1d7 ff1 fsa fc0 sc0 ls0 ws11d">Direta<span class="blank"> </span>Indire<span class="blank _1"></span>ta</div><div class="t m0 x50 h18 y1d8 ff1 fsc fc0 sc0 ls0 ws11e">Conc<span class="blank _1"></span>essão<span class="blank _11"> </span>Permissão<span class="blank"> </span>Autorização</div><div class="t m0 x51 h19 y1c7 ff1 fsa fc0 sc0 ls0 ws11f">Operação<span class="blank"> </span><span class="ws1 v5">R<span class="blank _1"></span>egulação e </span></div><div class="t m0 x52 h1a y1d9 ff16 fsa fc0 sc0 ls0 wsba">\ue7e0scalização</div></div><div class="pi" data-data="{"ctm":[1.000000,0.000000,0.000000,1.000000,0.000000,0.000000]}"></div></div> <div id="pf9" class="pf w2 h0" data-page-no="9"><div class="pc pc9 w2 h0"><img fetchpriority="low" loading="lazy" class="bi x0 y0 w3 h1" alt="" src="https://files.passeidireto.com/ac0e928a-9d6e-41f8-8789-3f00942081f8/bg9.png"><div class="t m0 x25 h10 y126 ff17 fs0 fc0 sc0 ls24 ws12c">2.<span class="blank"> </span><span class="ff18 fs3 fc7 ls12 ws32 v0">C<span class="blank _1"></span>ontex<span class="blank _1"></span>tualização</span></div><div class="t m0 x24 h2 y1 ff1 fs0 fc0 sc0 ls0 ws12d">16<span class="blank"> </span>17</div><div class="t m0 x1e h3 y2 ff19 fs1 fc1 sc0 ls0 ws1">Mapeamento do Uso e Abertura de <span class="ff1a">Dados para a Gestão do T<span class="blank _0"></span>ransporte Público Co<span class="blank _1"></span>letivo<span class="ff19"> </span></span></div><div class="t m0 x1f h3 y3 ff19 fs1 fc1 sc0 ls0 ws1">nos Municípios Brasileiros</div><div class="t m0 x5 h3 y2 ff19 fs1 fc1 sc0 ls0 ws1">Mapeamento do Uso e Abertura de <span class="ff1a">Dados para a Gestão do T<span class="blank _0"></span>ransporte Público Co<span class="blank _1"></span>letivo<span class="ff19"> </span></span></div><div class="t m0 x5 h3 y3 ff19 fs1 fc1 sc0 ls0 ws1">nos Municípios Brasileiros</div><div class="t m0 x2 h6 y146 ff6 fs3 fc1 sc0 ls0 ws12e">\ue620<span class="blank _1"></span>\ue76d\ue760\ue603<span class="blank"> </span>\ue6f0\ue603<span class="blank"> </span>\ue790\ue793\ue76d\ue760\ue7af\ue757\ue734\ue6f0\ue70f\ue708\ue76d\ue603<span class="blank"> </span>\ue713\ue6f0\ue603<span class="blank"> </span>\ue6a3\ue76d\ue757\ue743\ue7a7\ue741\ue70c\ue6f0\ue603<span class="blank"> </span>\ue675\ue6f0\ue70c\ue741\ue76d<span class="ff5">-</span></div><div class="t m0 x2 h6 y147 ff5 fs3 fc1 sc0 ls0 ws6f">nal de Mobilidade Urbana (PMNU, L<span class="blank _1"></span>ei </div><div class="t m0 x2 h6 y148 ff6 fs3 fc1 sc0 ls0 ws12f">\ue648<span class="blank _1"></span>\ue71b\ue713\ue71b\ue793<span class="blank _1"></span>\ue6f0\ue757\ue603<span class="blank"> </span>\ue675\ue8ce\ue603<span class="blank"> </span>\ue8d8\ue8d9\ue93b\ue8dc<span class="blank _2"> </span>\ue8df<span class="blank _1"></span>\ue8de<span class="blank _0"></span>\ue941<span class="blank _2"> </span>\ue8d9\ue8d7<span class="blank _1"></span>\ue8d8\ue8d9\ue953<span class="blank _1"></span>\ue936\ue603<span class="blank"> </span>\ue76d\ue79b\ue603<span class="blank"> </span>\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603</div><div class="t m0 x2 h6 y149 ff5 fs3 fc1 sc0 ls0 ws3e">se viram obrigados a av<span class="blank _1"></span>ançar na ges-</div><div class="t m0 x2 h6 y14a ff6 fs3 fc1 sc0 ls0 ws130">\ue7a7\ue708\ue76d\ue603<span class="blank"> </span>\ue760\ue6f0\ue741\ue79b\ue603<span class="blank"> </span>\ue71b\ue7e0\ue70c\ue741\ue71b\ue762\ue7a7\ue71b\ue603<span class="blank"> </span>\ue713\ue76d\ue603<span class="blank"> </span>\ue7a7\ue793<span class="blank _1"></span>\ue6f0\ue762\ue79b\ue790\ue76d\ue793<span class="blank _2"> </span>\ue7a7\ue71b\ue603<span class="blank"> </span>\ue70c\ue76d\ue757\ue71b<span class="ff5">-</span></div><div class="t m0 x2 h6 y14b ff5 fs3 fc1 sc0 ls0 ws120">tivo urbano, implementando pr<span class="blank _1"></span>ocessos </div><div class="t m0 x2 h6 y14c ff5 fs3 fc1 sc0 ls0 ws143">de licitação e concessão dos seus sist<span class="blank _1"></span>e-</div><div class="t m0 x2 h6 y14d ff5 fs3 fc1 sc0 ls0 ws144">mas, criando mecanismos regulatórios </div><div class="t m0 x2 h6 y14e ff5 fs3 fc1 sc0 ls0 ws145">e metas de qualidade nos contr<span class="blank _1"></span>atos, </div><div class="t m0 x2 h6 y1da ff5 fs3 fc1 sc0 ls0 ws1">por ex<span class="blank _1"></span>emplo<span class="blank _1"></span>.</div><div class="t m0 x2 h6 y1db ff5 fs3 fc1 sc0 ls0 ws146">Desde então, apesar das barr<span class="blank _1"></span>eiras e </div><div class="t m0 x2 h6 y1dc ff6 fs3 fc1 sc0 ls0 ws131">\ue713\ue71b\ue79b\ue6f0\ue7e0\ue76d\ue79b\ue936\ue603<span class="blank"> </span>\ue71b\ue79b\ue79b\ue71b\ue79b\ue603<span class="blank"> </span>\ue790\ue793\ue76d\ue70c<span class="blank _1"></span>\ue71b\ue79b\ue79b\ue76d\ue79b\ue603<span class="blank"> </span>\ue7c6\ue720\ue760\ue603<span class="blank"> </span>\ue6f0\ue7c6\ue6f0\ue762<span class="ff5">-</span></div><div class="t m0 x2 h6 y1dd ff5 fs3 fc1 sc0 ls0 ws147">çando localmente em inúmeros c<span class="blank _1"></span>on-</div><div class="t m0 x2 h6 y1de ff5 fs3 fc1 sc0 ls0 ws105">te<span class="blank _1"></span>xtos, com a utiliz<span class="blank _1"></span>ação mais sistemá-</div><div class="t m0 x2 h6 y1df ff5 fs3 fc1 sc0 ls0 wsd8">tica e estruturada de dados ger<span class="blank _1"></span>ados </div><div class="t m0 x2 h6 y1e0 ff6 fs3 fc1 sc0 ls0 ws132">\ue760\ue6f0\ue762\ue7af\ue6f0\ue757\ue760\ue71b\ue762\ue7a7\ue71b\ue603<span class="blank"> </span>\ue790\ue71b\ue757\ue76d\ue79b\ue603<span class="blank"> </span>\ue7e0\ue79b\ue70c\ue6f0\ue741\ue79b\ue603<span class="blank"> </span>\ue71b\ue603<span class="blank"> </span>\ue7a7\ue71c\ue70c\ue762\ue741\ue70c\ue76d\ue79b\ue936\ue603</div><div class="t m0 x2 h6 y1e1 ff5 fs3 fc1 sc0 ls0 ws148">bem como de ger<span class="blank _1"></span>ados automaticamen-</div><div class="t m0 x3 h6 y1e2 ff5 fs3 fc1 sc0 ls0 ws149">te pelos sistemas de tr<span class="blank _1"></span>ansporte públi-</div><div class="t m0 x3 h6 y1e3 ff5 fs3 fc1 sc0 ls0 ws14a">co<span class="blank _1"></span>. Isso possibilita regr<span class="blank _1"></span>as mais claras </div><div class="t m0 x3 h6 y1e4 ff5 fs3 fc1 sc0 ls0 ws14b">para atuação das partes inter<span class="blank _1"></span>essadas </div><div class="t m0 x3 h6 y1e5 ff5 fs3 fc1 sc0 ls0 ws14c">\u2013 concessionário<span class="blank _1"></span>, poder público e so-</div><div class="t m0 x3 h6 y1e6 ff6 fs3 fc1 sc0 ls0 ws7">\ue70c\ue741\ue71b\ue713\ue6f0\ue713\ue71b\ue936\ue603\ue70c\ue793\ue741\ue6f0\ue603<span class="blank _1"></span>\ue7af\ue760\ue603\ue6f0\ue760\ue70b<span class="blank _1"></span>\ue741\ue71b\ue762\ue7a7\ue71b\ue603\ue751\ue7af\ue793\ue743\ue713\ue741\ue70c\ue76d\ue603<span class="blank _1"></span>\ue760\ue6f0\ue741\ue79b\ue603</div><div class="t m0 x3 h6 y1e7 ff5 fs3 fc1 sc0 ls0 ws14d">saudável e estável e tr<span class="blank _1"></span>az impactos di-</div><div class="t m0 x3 h6 y1e8 ff5 fs3 fc1 sc0 ls0 wsb7">ret<span class="blank _1"></span>os sobre a tr<span class="blank _1"></span>ansparência e ges<span class="blank _1"></span>tão do </div><div class="t m0 x3 h6 y1e9 ff5 fs3 fc1 sc0 ls0 ws1">transporte público<span class="blank _1"></span>.</div><div class="t m0 x3 h6 y1ea ff5 fs3 fc1 sc0 ls15 ws6c">Nas pró<span class="blank _1"></span>ximas seções ser<span class="blank _1"></span>ão descritas </div><div class="t m0 x3 h6 y1eb ff5 fs3 fc1 sc0 ls15 ws14e">as soluções tecnológicas par<span class="blank _1"></span>a moni<span class="ls0">-</span></div><div class="t m0 x3 h6 y1ec ff5 fs3 fc1 sc0 ls15 ws40">tor<span class="blank _1"></span>amento do sistema de tr<span class="blank _1"></span>ansporte </div><div class="t m0 x3 h6 y1ed ff5 fs3 fc1 sc0 ls15 ws14f">público coletiv<span class="blank _1"></span>o e uma breve e<span class="blank _1"></span>xposi<span class="ls0">-</span></div><div class="t m0 x3 h6 y1ee ff5 fs3 fc1 sc0 ls15 ws57">ção sobre o c<span class="blank _1"></span>onceito de dados aber<span class="ls0">-</span></div><div class="t m0 x3 h6 y1ef ff5 fs3 fc1 sc0 ls15 ws150">tos, e<span class="blank _1"></span>xtremament<span class="blank _1"></span>e úteis para o de<span class="ls0">-</span></div><div class="t m0 x3 h6 y1f0 ff5 fs3 fc1 sc0 ls15 wsa1">senho, av<span class="blank _1"></span>aliação e monitor<span class="blank _1"></span>amento de<span class="blank _1"></span> </div><div class="t m0 x3 h6 y1f1 ff6 fs3 fc1 sc0 ls15 ws133">\ue790\ue76d\ue757\ue743\ue7a7\ue741\ue70c\ue6f0\ue79b\ue936\ue603<span class="blank _1"></span>\ue790\ue793\ue76d\ue751\ue71b\ue7a7\ue76d\ue79b\ue603<span class="blank _0"></span>\ue71b\ue603\ue79b\ue71b\ue793\ue7c6\ue741\ue70f\ue76d\ue79b\ue603\ue713\ue71b\ue603<span class="blank _1"></span>\ue760\ue76d\ue70b\ue741<span class="ff5 ls0">-</span></div><div class="t m0 x3 h6 y1f2 ff5 fs3 fc1 sc0 ls15 ws1">lidade urbana. </div><div class="t m0 x2 h4 y1f3 ff4 fs2 fc7 sc0 ls5 ws1">2<span class="blank _2"> </span>.1<span class="blank _2"> </span>. Gestão de dados no contex<span class="blank _1"></span>to dos ITS</div><div class="t m0 x1c h17 y1f4 fff fs6 fc2 sc1 ls23 ws127">A <span class="blank _1"></span><span class="ff5 fs3 fc1 sc0 ls0 ws47 v3">o longo da segunda metade do </span></div><div class="t m0 x3a h6 y1f5 ff6 fs3 fc1 sc0 ls0 ws134">\ue79b\ue71c\ue70c\ue7af\ue757\ue76d\ue603<span class="blank"> </span>\ue6df\ue6df\ue936\ue603<span class="blank"> </span>\ue76d\ue79b\ue603<span class="blank"> </span>\ue713\ue71b\ue79b\ue6f0\ue7e0\ue76d\ue79b\ue603<span class="blank"> </span>\ue793\ue71b\ue733\ue71b\ue793<span class="blank _1"></span>\ue71b\ue762<span class="ff5">-</span></div><div class="t m0 x2 h6 y1f6 ff5 fs3 fc1 sc0 ls0 ws151">tes à gestão do sist<span class="blank _1"></span>ema de transporte </div><div class="t m0 x2 h6 y1f7 ff6 fs3 fc1 sc0 ls0 ws135">\ue70c\ue76d\ue757\ue71b\ue7a7\ue741\ue7c6\ue76d\ue603<span class="blank"> </span>\ue79b\ue71b\ue603<span class="blank"> </span>\ue713\ue741\ue7c6\ue71b\ue793<span class="blank _1"></span>\ue79b\ue741\ue7e0\ue70c\ue6f0\ue793\ue6f0\ue760\ue603<span class="blank"> </span>\ue71b\ue603<span class="blank"> </span>\ue79b\ue71b\ue603<span class="blank"> </span>\ue70c\ue76d\ue760\ue790\ue757\ue71b<span class="ff5">-</span></div><div class="t m0 x2 h6 y1f8 ff6 fs3 fc1 sc0 ls0 ws136">\ue7cc\ue741\ue7e0\ue70c\ue6f0\ue793\ue6f0\ue760\ue93b\ue603<span class="blank"> </span>\ue680\ue603<span class="blank"> </span>\ue70c\ue793<span class="blank _1"></span>\ue71b\ue79b\ue70c\ue741\ue760\ue71b\ue762\ue7a7\ue76d\ue603<span class="blank"> </span>\ue713\ue6f0\ue79b\ue603<span class="blank"> </span>\ue70c\ue741\ue713\ue6f0\ue713\ue71b\ue79b\ue603<span class="blank"> </span>\ue71b\ue603</div><div class="t m0 x2 h6 y1f9 ff5 fs3 fc1 sc0 ls0 ws152">o adensamento da população em áreas </div><div class="t m0 x2 h6 y1fa ff5 fs3 fc1 sc0 ls0 ws153">urbanas impuseram aos gest<span class="blank _1"></span>ores a ne-</div><div class="t m0 x2 h6 y1fb ff6 fs3 fc1 sc0 ls0 ws137">\ue70c\ue71b\ue79b\ue79b\ue741\ue713\ue6f0\ue713\ue71b\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue7af\ue760\ue6f0\ue603<span class="blank"> </span>\ue734\ue71b\ue79b\ue7a7\ue708\ue76d\ue603<span class="blank"> </span>\ue760\ue6f0\ue741\ue79b\ue603<span class="blank"> </span>\ue71b\ue7e0\ue70c\ue741\ue71b\ue762<span class="ff5">-</span></div><div class="t m0 x2 h6 y1fc ff6 fs3 fc1 sc0 ls0 ws138">\ue7a7\ue71b\ue603<span class="blank"> </span>\ue713\ue76d\ue603<span class="blank"> </span>\ue7e1\ue7af\ue7cc<span class="blank _1"></span>\ue76d\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue7c6\ue741\ue6f0\ue734\ue71b\ue762\ue79b\ue603<span class="blank"> </span>\ue757\ue76d\ue70c\ue6f0\ue741\ue79b\ue603<span class="blank"> </span>\ue790\ue76d\ue793\ue603<span class="blank"> </span>\ue760\ue71b\ue741\ue76d\ue603</div><div class="t m0 x2 h6 y1fd ff5 fs3 fc1 sc0 ls0 ws45">da adequação da of<span class="blank _1"></span>erta de <span class="blank _2"> </span>tr<span class="blank _1"></span>anspor<span class="blank _2"> </span>te </div><div class="t m0 x2 h6 y1fe ff6 fs3 fc1 sc0 ls0 ws139">\ue71b\ue603<span class="blank"> </span>\ue70c\ue76d\ue760\ue603<span class="blank"> </span>\ue793<span class="blank _1"></span>\ue71b\ue7e1\ue71b\ue7cc<span class="blank _1"></span>\ue76d\ue79b\ue603<span class="blank"> </span>\ue79b\ue76d\ue70b\ue793\ue71b\ue603<span class="blank"> </span>\ue6f0\ue603<span class="blank"> </span>\ue6f0\ue757\ue76d\ue70c\ue6f0\ue70f\ue708\ue76d\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue793<span class="blank _1"></span>\ue71b<span class="ff5">-</span></div><div class="t m0 x2 h6 y1ff ff5 fs3 fc1 sc0 ls0 ws154">cursos. P<span class="blank _1"></span>ara auxiliar no planejamento<span class="blank _1"></span>, </div><div class="t m0 x3 h6 y200 ff5 fs3 fc1 sc0 ls0 ws155">contr<span class="blank _1"></span>ole e operação dos sist<span class="blank _1"></span>emas de </div><div class="t m0 x3 h6 y201 ff5 fs3 fc1 sc0 ls0 wse4">transporte, sur<span class="blank _1"></span>giu uma série de solu-</div><div class="t m0 x3 h6 y202 ff5 fs3 fc1 sc0 ls0 ws111">ções tecnológicas chamadas </div><div class="t m1 x53 h8 y203 ff5 fs5 fc1 sc0 ls0 ws1">Intelligent </div><div class="t m1 x3 h8 y204 ff5 fs5 fc1 sc0 ls0 ws1">T<span class="blank _0"></span>r<span class="blank _1"></span>ansportation Systems</div><div class="t m0 x54 h6 y205 ff5 fs3 fc1 sc0 ls0 ws1"> (ITS)<span class="blank _0"></span>.</div><div class="t m0 x3 h6 y206 ff5 fs3 fc1 sc0 ls0 wsb7">Os ITS r<span class="blank _1"></span>eúnem ferr<span class="blank _1"></span>amentas de tecnolo-</div><div class="t m0 x3 h6 y207 ff5 fs3 fc1 sc0 ls0 ws9a">gia da informação e comunicação utili-</div><div class="t m0 x3 h6 y208 ff5 fs3 fc1 sc0 ls0 ws156">zadas no sist<span class="blank _1"></span>ema de transporte coletivo </div><div class="t m0 x3 h6 y209 ff5 fs3 fc1 sc0 ls0 ws32">e repr<span class="blank _1"></span>esentam um avanç<span class="blank _1"></span>o na moderni-</div><div class="t m0 x3 h6 y20a ff5 fs3 fc1 sc0 ls0 ws157">zação da gestão e oper<span class="blank _1"></span>ação pública e </div><div class="t m0 x3 h6 y20b ff5 fs3 fc1 sc0 ls0 ws158">privada, e<span class="blank _1"></span>xpandido as possibilidades </div><div class="t m0 x3 h6 y20c ff5 fs3 fc1 sc0 ls0 ws69">de análise e monitor<span class="blank _1"></span>amento do serviço </div><div class="t m0 x5 h6 y20d ff5 fs3 fc1 sc0 ls0 ws9d">pres<span class="blank _1"></span>tado à população. Incluem centr<span class="blank _1"></span>os </div><div class="t m0 x5 h6 y20e ff5 fs3 fc1 sc0 ls0 ws159">de contro<span class="blank _1"></span>le de operações, sis<span class="blank _1"></span>temas </div><div class="t m0 x5 h6 y20f ff5 fs3 fc1 sc0 ls0 ws15a">av<span class="blank _1"></span>ançados de sinalização de trânsit<span class="blank _1"></span>o, </div><div class="t m0 x5 h6 y210 ff6 fs3 fc1 sc0 ls0 ws13a">\ue79b\ue741\ue79b\ue7a7\ue71b\ue760\ue6f0\ue79b\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue760\ue76d\ue762\ue741\ue7a7\ue76d\ue793<span class="blank _1"></span>\ue6f0\ue760\ue71b\ue762\ue7a7\ue76d\ue603<span class="blank"> </span>\ue71b\ue603<span class="blank"> </span>\ue7e0\ue79b\ue70c\ue6f0\ue757\ue741<span class="ff5">-</span></div><div class="t m0 x5 h6 y211 ff5 fs3 fc1 sc0 ls0 ws15b">zação r<span class="blank _1"></span>emotos<span class="blank _1"></span>, ferr<span class="blank _1"></span>amentas de gestão </div><div class="t m0 x5 h6 y212 ff5 fs3 fc1 sc0 ls0 ws15c">de estacionamento<span class="blank _1"></span>, gerenciamento de </div><div class="t m0 x5 h6 y213 ff5 fs3 fc1 sc0 ls0 ws15d">incidentes de tr<span class="blank _1"></span>áfego<span class="blank _1"></span>, respostas de </div><div class="t m0 x5 h6 y214 ff5 fs3 fc1 sc0 ls0 ws15e">emergência, pagamentos eletr<span class="blank _1"></span>ônico<span class="blank _1"></span>, </div><div class="t m0 x5 h6 y215 ff6 fs3 fc1 sc0 ls0 ws13b">\ue790\ue793\ue71b\ue70c\ue741\ue7e0\ue70c\ue6f0\ue70f\ue708\ue76d\ue603<span class="blank"> </span>\ue713\ue741\ue762\ue6f8\ue760\ue741\ue70c\ue6f0\ue936\ue603<span class="blank"> </span>\ue741\ue762\ue733\ue76d\ue793\ue760\ue6f0\ue70f<span class="blank _1"></span>\ue78b\ue71b\ue79b\ue603<span class="blank"> </span>\ue713\ue76d\ue603</div><div class="t m0 x5 h6 y216 ff5 fs3 fc1 sc0 ls0 wse2">usuário em tempo real, entr<span class="blank _1"></span>e outros </div><div class="t m0 x5 h6 y217 ff5 fs3 fc1 sc0 ls0 ws1">(ANTP<span class="blank _0"></span>, 20<span class="blank _1"></span>12)<span class="blank _1"></span>.</div><div class="t m0 x5 h6 y218 ff5 fs3 fc1 sc0 ls0 wsfe">No Brasil, os IT<span class="blank _1"></span>S ganharam popularida-</div><div class="t m0 x5 h6 y219 ff5 fs3 fc1 sc0 ls0 wsac">de a partir da introdução de sistemas </div><div class="t m0 x5 h6 y21a ff5 fs3 fc1 sc0 ls0 ws15f">de bilhetagem eletr<span class="blank _1"></span>ônica na década </div><div class="t m0 x5 h6 y21b ff6 fs3 fc1 sc0 ls0 ws13c">\ue713\ue71b\ue603<span class="blank"> </span>\ue8e0\ue8d7<span class="blank _1"></span>\ue93b\ue603<span class="blank"> </span>\ue627\ue7af\ue793<span class="blank _1"></span>\ue6f0\ue762\ue7a7\ue71b\ue603<span class="blank"> </span>\ue71b\ue79b\ue79b\ue71b\ue603<span class="blank"> </span>\ue790\ue71b\ue793\ue743\ue76d\ue713\ue76d\ue936\ue603<span class="blank"> </span>\ue713\ue741\ue7c6\ue71b\ue793<span class="blank _1"></span>\ue79b\ue76d\ue79b\ue603</div><div class="t m0 x5 h6 y21c ff6 fs3 fc1 sc0 ls0 ws13d">\ue760\ue7af\ue762\ue741\ue70c\ue743\ue790\ue741\ue76d\ue79b\ue603<span class="blank"> </span>\ue741\ue760\ue790\ue757\ue71b\ue760\ue71b\ue762\ue7a7\ue6f0\ue793\ue6f0\ue760\ue603<span class="blank"> </span>\ue6f0\ue603<span class="blank"> </span>\ue760\ue7af\ue713\ue6f0\ue762\ue70f\ue6f0\ue603</div><div class="t m0 x5 h6 y21d ff5 fs3 fc1 sc0 ls0 ws160">de bilhetes de papel par<span class="blank _1"></span>a cartões mag-</div><div class="t m0 x5 h6 y21e ff5 fs3 fc1 sc0 ls0 ws161">néticos na cobr<span class="blank _1"></span>ança das passagens de </div><div class="t m0 x5 h6 y21f ff5 fs3 fc1 sc0 ls0 ws10b">ônibus municipais. Essa mudança tr<span class="blank _1"></span>ou-</div><div class="t m0 x5 h6 y220 ff5 fs3 fc1 sc0 ls0 ws54">x<span class="blank _1"></span>e mais segurança e possibilitou uma </div><div class="t m0 x5 h6 y221 ff5 fs3 fc1 sc0 ls0 ws162">maior capacidade de coleta e armaz<span class="blank _1"></span>e-</div><div class="t m0 x5 h6 y222 ff5 fs3 fc1 sc0 ls0 ws163">namento de dados dos usuários e das </div><div class="t m0 x5 h6 y223 ff5 fs3 fc1 sc0 ls0 ws164">viagens, facilitando o contr<span class="blank _1"></span>ole de fr<span class="blank _1"></span>au-</div><div class="t m0 x5 h6 y224 ff5 fs3 fc1 sc0 ls0 ws17">des, expandindo os horiz<span class="blank _1"></span>ontes de aná-</div><div class="t m0 x5 h6 y225 ff5 fs3 fc1 sc0 ls0 ws165">lise e possibilitando, entr<span class="blank _1"></span>e outras c<span class="blank _1"></span>oi-</div><div class="t m0 x5 h6 y226 ff5 fs3 fc1 sc0 ls0 ws6f">sas, a integr<span class="blank _1"></span>ação tarifária entre linhas </div><div class="t m0 x5 h6 y227 ff5 fs3 fc1 sc0 ls0 ws108">de transporte público c<span class="blank _1"></span>oletivo e/<span class="blank _1"></span>ou ou-</div><div class="t m0 x5 h6 y228 ff5 fs3 fc1 sc0 ls0 ws166">tros modos de tr<span class="blank _1"></span>ansporte (ANTP<span class="blank _0"></span>, 2012)</div><div class="t m0 x5 h6 y229 ff5 fs3 fc1 sc0 ls0 ws97">Post<span class="blank _1"></span>eriormente, outras soluções tec<span class="blank _1"></span>-</div><div class="t m0 x5 h6 y22a ff5 fs3 fc1 sc0 ls0 ws167">nológicas e ferr<span class="blank _1"></span>amentas passaram a ser </div><div class="t m0 x5 h6 y22b ff6 fs3 fc1 sc0 ls0 ws13e">\ue741\ue760\ue790\ue757\ue71b\ue760\ue71b\ue762\ue7a7\ue6f0\ue713\ue6f0\ue79b\ue603<span class="blank"> </span>\ue762\ue76d\ue79b\ue603<span class="blank"> </span>\ue7c6\ue71b\ue743\ue70c\ue7af\ue757\ue76d\ue79b\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue790\ue6f0\ue79b\ue79b\ue6f0<span class="ff5">-</span></div><div class="t m0 x5 h6 y22c ff5 fs3 fc1 sc0 ls0 ws14c">geiros do tr<span class="blank _1"></span>ansporte público coletivo<span class="blank _1"></span>. </div><div class="t m0 x5 h6 y22d ff5 fs3 fc1 sc0 ls0 ws168">Dentre as mais difundidas no t<span class="blank _1"></span>erritório </div><div class="t m0 x1d h6 y22e ff5 fs3 fc1 sc0 ls0 ws169">nacional, dispositivos de A<span class="blank _1"></span>VL (</div><div class="t m1 x55 h8 y22f ff5 fs5 fc1 sc0 ls25 ws13f">Auto<span class="blank"> </span><span class="ls0">-</span></div><div class="t m1 x1d h8 y230 ff5 fs5 fc1 sc0 ls0 ws16a">matic V<span class="blank _1"></span>ehicle L<span class="blank _1"></span>ocation</div><div class="t m0 x56 h6 y230 ff5 fs3 fc1 sc0 ls0 ws16b">)<span class="blank _1"></span>, baseados em </div><div class="t m0 x1d h6 y231 ff5 fs3 fc1 sc0 ls0 ws16c">dados de GPS (</div><div class="t m1 x57 h8 y232 ff5 fs5 fc1 sc0 ls0 ws16d">Global Positioning Sys-</div><div class="t m1 x1d h8 y233 ff5 fs5 fc1 sc0 ls25 ws140">tem</div><div class="t m0 x58 h6 y233 ff5 fs3 fc1 sc0 ls0 ws168">)<span class="blank _1"></span>, r<span class="blank _1"></span>egistr<span class="blank _1"></span>am periodicamente a posi-</div><div class="t m0 x1d h6 y234 ff6 fs3 fc1 sc0 ls0 ws141">\ue70f\ue708\ue76d\ue603<span class="blank"> </span>\ue713\ue76d\ue79b\ue603<span class="blank"> </span>\ue7c6\ue71b\ue743\ue70c\ue7af\ue757\ue76d\ue79b\ue936\ue603<span class="blank"> </span>\ue790\ue71b\ue793\ue760\ue741\ue7a7\ue71b\ue760\ue603<span class="blank"> </span>\ue76d\ue603<span class="blank"> </span>\ue70c\ue76d\ue762\ue7a7\ue793<span class="blank _1"></span>\ue76d\ue757\ue71b\ue603</div><div class="t m0 x1d h6 y235 ff5 fs3 fc1 sc0 ls0 ws16e">da operação em t<span class="blank _1"></span>empo real, auxiliam </div><div class="t m0 x1d h6 y236 ff5 fs3 fc1 sc0 ls0 ws6d">na realiz<span class="blank _1"></span>ação de ajustes na o<span class="blank _1"></span>ferta e </div><div class="t m0 x1d h6 y237 ff5 fs3 fc1 sc0 ls0 ws38">ampliam as possibilidades de av<span class="blank _1"></span>aliação </div><div class="t m0 x1d h6 y238 ff6 fs3 fc1 sc0 ls0 ws142">\ue713\ue71b\ue603\ue741\ue762\ue7a7\ue71b\ue793\ue7c6\ue71b\ue762\ue70f\ue78b\ue71b\ue79b\ue603\ue733\ue743\ue79b\ue741\ue70c\ue6f0\ue79b\ue603\ue71b\ue603\ue76d\ue790<span class="blank"> </span>\ue71b\ue793\ue6f0\ue70c\ue741\ue76d\ue762\ue6f0\ue741\ue79b\ue93b</div><div class="t m0 x1d h6 y239 ff5 fs3 fc1 sc0 ls0 ws3c">Além da incorpor<span class="blank _1"></span>ação de ferr<span class="blank _1"></span>amentas </div><div class="t m0 x1d h6 y23a ff5 fs3 fc1 sc0 ls0 ws14b">que produz<span class="blank _1"></span>em um grande vo<span class="blank _1"></span>lume de </div><div class="t m0 x1d h6 y23b ff5 fs3 fc1 sc0 ls0 ws16f">dados e os transmit<span class="blank _1"></span>em em tempo real a </div><div class="t m0 x1d h6 y23c ff5 fs3 fc1 sc0 ls0 ws98">ser<span class="blank _2"> </span>vidores e c<span class="blank _1"></span>entros de contr<span class="blank _1"></span>ole, a mo-</div><div class="t m0 x1d h6 y23d ff5 fs3 fc1 sc0 ls0 ws170">dernização dos sist<span class="blank _1"></span>emas de transpor-</div><div class="t m0 x1d h6 y23e ff5 fs3 fc1 sc0 ls0 ws64">te público co<span class="blank _1"></span>letivo também envolve a </div><div class="t m0 x1d h6 y23f ff5 fs3 fc1 sc0 ls0 ws171">padroniz<span class="blank _1"></span>ação de processos, linguagens </div><div class="t m0 x1d h6 y240 ff5 fs3 fc1 sc0 ls0 ws172">e formatos de dados. É nesse c<span class="blank _1"></span>ontex<span class="blank _1"></span>-</div><div class="t m0 x1d h6 y241 ff5 fs3 fc1 sc0 ls0 ws173">to que surge o G<span class="blank _1"></span>TFS (</div><div class="t m1 x59 h8 y242 ff5 fs5 fc1 sc0 ls0 ws174">General T<span class="blank _12"></span>ransit </div><div class="t m1 x1d h8 y243 ff6 fs5 fc1 sc0 ls0 ws6">\ue648<span class="blank _1"></span>\ue71b\ue71b\ue713\ue603<span class="blank _0"></span>\ue6ae\ue790\ue71b\ue70c\ue741\ue7e0\ue70c\ue6f0\ue7a7<span class="blank _2"> </span>\ue741\ue76d\ue762</div><div class="t m0 x5a h6 y244 ff5 fs3 fc1 sc0 ls0 ws16f">)<span class="blank _1"></span>, um format<span class="blank _1"></span>o padro-</div><div class="t m0 x1d h6 y245 ff5 fs3 fc1 sc0 ls0 ws175">nizado e utilizado int<span class="blank _1"></span>ernacionalmen-</div><div class="t m0 x1d h6 y246 ff5 fs3 fc1 sc0 ls0 ws176">te que permite r<span class="blank _1"></span>epresentar a r<span class="blank _1"></span>ede de </div><div class="t m0 x1d h6 y247 ff5 fs3 fc1 sc0 ls0 ws177">transporte público c<span class="blank _1"></span>oletivo, incluindo </div><div class="t m0 x1d h6 y248 ff5 fs3 fc1 sc0 ls0 ws58">linhas, itinerários, f<span class="blank _1"></span>requências, pontos </div><div class="t m0 x1d h6 y249 ff5 fs3 fc1 sc0 ls0 ws1">de parada, tarif<span class="blank _1"></span>as, etc.</div></div><div class="pi" data-data="{"ctm":[1.000000,0.000000,0.000000,1.000000,0.000000,0.000000]}"></div></div> <div id="pfa" class="pf w2 h0" data-page-no="a"><div class="pc pca w2 h0"><img fetchpriority="low" loading="lazy" class="bi x0 y0 w3 h1" alt="" src="https://files.passeidireto.com/ac0e928a-9d6e-41f8-8789-3f00942081f8/bga.png"><div class="t m0 x25 h10 y126 ff17 fs0 fc0 sc0 ls24 ws12c">2.<span class="blank"> </span><span class="ff18 fs3 fc7 ls12 ws32 v0">C<span class="blank _1"></span>ontex<span class="blank _1"></span>tualização</span></div><div class="t m0 x24 h2 y1 ff1 fs0 fc0 sc0 ls0 ws178">18<span class="blank"> </span>19</div><div class="t m0 x1e h3 y2 ff19 fs1 fc1 sc0 ls0 ws1">Mapeamento do Uso e Abertura de <span class="ff1a">Dados para a Gestão do T<span class="blank _0"></span>ransporte Público Co<span class="blank _1"></span>letivo<span class="ff19"> </span></span></div><div class="t m0 x1f h3 y3 ff19 fs1 fc1 sc0 ls0 ws1">nos Municípios Brasileiros</div><div class="t m0 x5 h3 y2 ff19 fs1 fc1 sc0 ls0 ws1">Mapeamento do Uso e Abertura de <span class="ff1a">Dados para a Gestão do T<span class="blank _0"></span>ransporte Público Co<span class="blank _1"></span>letivo<span class="ff19"> </span></span></div><div class="t m0 x5 h3 y3 ff19 fs1 fc1 sc0 ls0 ws1">nos Municípios Brasileiros</div><div class="t m0 x2 h6 y24a ff6 fs3 fc1 sc0 ls0 ws179">\ue6a3\ue6f0\ue793<span class="blank _1"></span>\ue6f0\ue603<span class="blank"> </span>\ue7e0\ue762\ue79b\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue70c\ue76d\ue762\ue7a7\ue71b<span class="blank _1"></span>\ue7cc\ue7a7\ue7af\ue6f0\ue757\ue741\ue7d7<span class="blank _1"></span>\ue6f0\ue70f\ue708\ue76d\ue603<span class="blank"> </span>\ue713\ue71b\ue79b\ue7a7\ue71b\ue603<span class="blank"> </span>\ue7a7\ue793<span class="blank _1"></span>\ue6f0\ue70b\ue6f0\ue757\ue73c\ue76d<span class="blank _1"></span>\ue936\ue603<span class="blank"> </span>\ue79b\ue71b\ue793\ue708\ue76d\ue603<span class="blank"> </span>\ue7a7\ue793<span class="blank _1"></span>\ue6f0\ue7a7\ue6f0\ue713\ue76d\ue79b\ue603</div><div class="t m0 x2 h6 y24b ff5 fs3 fc1 sc0 ls0 ws182">nessa seção ferr<span class="blank _1"></span>amentas e sistemas r<span class="blank _1"></span>elacionados a dados de bi-</div><div class="t m0 x2 h6 y24c ff5 fs3 fc1 sc0 ls0 ws1">lhetagem eletrônica, GPS e G<span class="blank _1"></span>TFS. </div><div class="t m0 x2 h4 y24d ff4 fs2 fc7 sc0 ls5 ws1">2<span class="blank _2"> </span>.2 Sistema de Bilhet<span class="blank _1"></span>agem Ele<span class="blank _1"></span>trônica</div><div class="t m0 x1c hc y24e ffe fs6 fc2 sc1 ls26">O<span class="ff6 fc1 sc0 ls27">\ue96e<span class="ff5 fs3 ls15 ws183 v3">Sistema de Bilhetagem Ele<span class="ls0">-</span></span></span></div><div class="t m0 x5b h6 y24f ff5 fs3 fc1 sc0 ls15 ws184">trônica (SBE) é compos<span class="blank _1"></span>to por </div><div class="t m1 x2 h8 y250 ff5 fs5 fc1 sc0 ls28 ws17a">sof<span class="blank _1"></span>t<span class="blank _1"></span>w<span class="blank _1"></span>ar<span class="blank _1"></span>es</div><div class="t m0 x38 h6 y250 ff5 fs3 fc1 sc0 ls15 ws185"> e equipamentos que permi<span class="ls0">-</span></div><div class="t m0 x2 h6 y251 ff5 fs3 fc1 sc0 ls15 ws5d">tem a v<span class="blank _1"></span>alidação da viagem no trans<span class="ls0">-</span></div><div class="t m0 x2 h6 y252 ff5 fs3 fc1 sc0 ls15 ws186">porte coletivo atrav<span class="blank _1"></span>és de um equipa<span class="ls0">-</span></div><div class="t m0 x2 h6 y253 ff5 fs3 fc1 sc0 ls15 ws187">mento eletr<span class="blank _1"></span>ônico<span class="blank _1"></span>. De forma ger<span class="blank _1"></span>al, ele </div><div class="t m0 x2 h6 y254 ff5 fs3 fc1 sc0 ls15 ws188">consiste na aquisição ant<span class="blank _1"></span>ecipada de </div><div class="t m0 x2 h6 y255 ff5 fs3 fc1 sc0 ls15 ws17">crédit<span class="blank _1"></span>os de viagens grav<span class="blank _1"></span>ados em car<span class="ls0">-</span></div><div class="t m0 x2 h6 y256 ff5 fs3 fc1 sc0 ls15 wsde">tões de tr<span class="blank _1"></span>anspor<span class="blank _2"> </span>te inteligent<span class="blank _1"></span>es e lidos </div><div class="t m0 x2 h6 y257 ff6 fs3 fc1 sc0 ls15 ws10">\ue762\ue76d\ue79b\ue603\ue7c6\ue6f0\ue757\ue741\ue713\ue6f0\ue713\ue76d\ue793<span class="blank _1"></span>\ue71b\ue79b\ue603\ue741\ue762\ue79b\ue7a7\ue6f0\ue757\ue6f0\ue713\ue76d\ue79b\ue603\ue762\ue76d\ue79b\ue603\ue7c6\ue71b\ue743\ue70c\ue7af<span class="ff5 ls0">-</span></div><div class="t m0 x2 h6 y258 ff5 fs3 fc1 sc0 ls15 ws6f">los. Mais rec<span class="blank _1"></span>entemente, estão sendo<span class="blank _1"></span> </div><div class="t m0 x3 h6 y259 ff5 fs3 fc1 sc0 ls15 ws189">incorpor<span class="blank _1"></span>adas nov<span class="blank _1"></span>as formas de paga<span class="ls0">-</span></div><div class="t m0 x3 h6 y25a ff5 fs3 fc1 sc0 ls15 ws9a">mento ao sistema de bilhe<span class="blank _1"></span>tagem ele<span class="ls0">-</span></div><div class="t m0 x3 h6 y25b ff5 fs3 fc1 sc0 ls15 ws1a">trônica, incluindo cartões de crédit<span class="blank _1"></span>o e </div><div class="t m0 x3 h6 y25c ff5 fs3 fc1 sc0 ls15 ws128">débito e </div><div class="t m1 x5c h8 y25d ff5 fs5 fc1 sc0 ls28 ws17a">QR<span class="blank _1"></span>C<span class="blank _1"></span>odes</div><div class="t m0 x5d h6 y25d ff5 fs3 fc1 sc0 ls15 ws128"> em </div><div class="t m1 x5e h8 y25d ff5 fs5 fc1 sc0 ls28 ws17b">smartphones</div><div class="t m0 x5f h6 y25d ff5 fs3 fc1 sc0 ls0 ws1">, </div><div class="t m0 x3 h6 y25e ff5 fs3 fc1 sc0 ls15 ws1">por ex<span class="blank _1"></span>emplo<span class="blank _1"></span>.</div><div class="t m0 x3 h6 y25f ff5 fs3 fc1 sc0 ls0 ws18a">O SBE pode ser composto por uma </div><div class="t m0 x3 h6 y260 ff5 fs3 fc1 sc0 ls0 ws9a">rede c<span class="blank _1"></span>omplexa de sist<span class="blank _1"></span>emas e subsiste-</div><div class="t m0 x3 h6 y261 ff5 fs3 fc1 sc0 ls0 ws152">mas, dentre os quais, c<span class="blank _1"></span>om base nos es-</div><div class="t m0 x3 h6 y262 ff5 fs3 fc1 sc0 ls0 ws18b">tudos de Silv<span class="blank _1"></span>a (<span class="blank _2"> </span>20<span class="blank _1"></span>17) e em nota técnica </div><div class="t m0 x3 h6 y263 ff5 fs3 fc1 sc0 ls0 ws1">da ANTP (ANTP<span class="blank _0"></span>, 20<span class="blank _1"></span>12)<span class="blank _1"></span>, destacam-se:</div><div class="t m0 x60 h6 y264 ff5 fs3 fc1 sc0 ls0 ws1">\u2022 <span class="blank _13"> </span>Os <span class="blank _6"> </span><span class="ff1 ws18c">terminais de carregament<span class="blank _1"></span>o ou pontos de venda<span class="ff5 ws1"> </span></span></div><div class="t m0 x61 h6 y265 ff5 fs3 fc1 sc0 ls0 ws149">são equipamentos eletr<span class="blank _1"></span>ônicos, que podem ser operados </div><div class="t m1 x61 h8 y266 ff5 fs5 fc1 sc0 ls0">online</div><div class="t m0 x62 h6 y266 ff5 fs3 fc1 sc0 ls0 ws18d"> ou </div><div class="t m1 x63 h8 y266 ff6 fs5 fc1 sc0 ls0 ws6">\ue76d\ue733<span class="blank _1"></span>\ue7e1\ue741\ue762\ue71b</div><div class="t m0 x64 h6 y266 ff5 fs3 fc1 sc0 ls0 ws18d"> em relação ao sist<span class="blank _1"></span>ema centr<span class="blank _1"></span>al, através de </div><div class="t m0 x61 h6 y267 ff5 fs3 fc1 sc0 ls0 ws1">um agente ou na modalidade de auto-atendiment<span class="blank _1"></span>o.</div><div class="t m0 x60 h6 y268 ff5 fs3 fc1 sc0 ls0 ws1">\u2022 <span class="blank _13"> </span>Os <span class="ff1 ws4">grav<span class="blank _1"></span>adores<span class="ff5 ws12a"> são dispositivos utilizados par<span class="blank _1"></span>a re<span class="blank _1"></span>alizar a </span></span></div><div class="t m0 x61 h6 y269 ff5 fs3 fc1 sc0 ls0 ws18e">leitura e gr<span class="blank _1"></span>av<span class="blank _1"></span>ação de crédit<span class="blank _1"></span>os nos cartões dos usuários. </div><div class="t m0 x61 h6 y26a ff5 fs3 fc1 sc0 ls0 ws18f">Podem estar vinculados aos terminais de carr<span class="blank _1"></span>egamento </div><div class="t m0 x61 h6 y26b ff5 fs3 fc1 sc0 ls0 ws1">ou pontos de venda.</div><div class="t m0 x60 h6 y26c ff5 fs3 fc1 sc0 ls0 ws1">\u2022 <span class="blank _13"> </span>Os <span class="blank _1"></span><span class="ff1 ws4">validador<span class="blank _1"></span>es<span class="ff5 ws10b"> são equipamentos eletrônic<span class="blank _1"></span>os instalados </span></span></div><div class="t m0 x61 h6 y26d ff6 fs3 fc1 sc0 ls0 ws17c">\ue762\ue76d\ue79b\ue603<span class="blank"> </span>\ue7c6\ue71b\ue743\ue70c\ue7af\ue757\ue76d\ue79b\ue603<span class="blank"> </span>\ue76d\ue7af\ue603<span class="blank"> </span>\ue71b\ue760\ue603<span class="blank"> </span>\ue7a7\ue71b\ue793\ue760\ue741\ue762\ue6f0\ue741\ue79b\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue71b\ue760\ue70b\ue6f0\ue793<span class="blank _1"></span>\ue792\ue7af\ue71b\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue790\ue6f0\ue79b\ue79b\ue6f0\ue734\ue71b\ue741<span class="ff5">-</span></div><div class="t m0 x61 h6 y26e ff5 fs3 fc1 sc0 ls0 ws57">ros par<span class="blank _1"></span>a contr<span class="blank _1"></span>olar o uso de créditos por passageir<span class="blank _1"></span>os no </div><div class="t m0 x61 h6 y26f ff5 fs3 fc1 sc0 ls0 ws1">momento do embarque.</div><div class="t m0 x2c h6 y270 ff5 fs3 fc1 sc0 ls0 ws1">\u2022 <span class="blank _13"> </span>Os <span class="blank _14"> </span><span class="ff1 ws14c">colet<span class="blank _1"></span>ores de dados<span class="ff5 ws190"> são equipamentos destinados </span></span></div><div class="t m0 x3c h6 y271 ff5 fs3 fc1 sc0 ls0 ws14d">à trans<span class="blank _1"></span>fer<span class="blank _1"></span>ência de informações entre os v<span class="blank _1"></span>alidador<span class="blank _1"></span>es e o </div><div class="t m0 x3c h6 y272 ff5 fs3 fc1 sc0 ls0 ws1">banco de dados centr<span class="blank _1"></span>al do sistema.</div><div class="t m0 x2c h5 y273 ff1 fs3 fc1 sc0 ls0 ws1">\u2022 <span class="blank _15"> </span><span class="wsde">Sistema centr<span class="blank _1"></span>al de processamento e armaz<span class="blank _1"></span>enamento </span></div><div class="t m0 x3c h6 y274 ff1 fs3 fc1 sc0 ls0 ws191">de dados<span class="ff5 ws9d"> é o conjunto de </span></div><div class="t m1 x65 h8 y275 ff5 fs5 fc1 sc0 ls0 ws6">sof<span class="blank _1"></span>t<span class="blank _1"></span>w<span class="blank _1"></span>ar<span class="blank _1"></span>es</div><div class="t m0 x52 h6 y275 ff5 fs3 fc1 sc0 ls0 ws9d"> destinados a siste-</div><div class="t m0 x3c h6 y276 ff5 fs3 fc1 sc0 ls0 ws1">matizar todos os dados pr<span class="blank _1"></span>oduzidos pelo sistema.</div><div class="t m0 x66 h6 y277 ff5 fs3 fc1 sc0 ls0 ws15c">Por meio do proc<span class="blank _1"></span>essamento de dados desse sistema, pode-se </div><div class="t m0 x66 h6 y278 ff5 fs3 fc1 sc0 ls0 ws192">combinar históric<span class="blank _1"></span>os das viagens, informações cadastr<span class="blank _1"></span>ais do </div><div class="t m0 x66 h6 y279 ff5 fs3 fc1 sc0 ls0 wsa0">usuário (tais como classe sócio-<span class="blank _2"> </span>ocupacional, gênero<span class="blank _1"></span>, raça e local </div><div class="t m0 x66 h6 y27a ff5 fs3 fc1 sc0 ls0 ws193">de residência) e informaç<span class="blank _1"></span>ões de linhas e horários, auxiliando o </div><div class="t m0 x66 h6 y27b ff5 fs3 fc1 sc0 ls0 ws1">aprimorament<span class="blank _1"></span>o do planejamento da of<span class="blank _1"></span>er<span class="blank _2"> </span>ta de tr<span class="blank _1"></span>anspor<span class="blank _2"> </span>te. </div><div class="t m0 x66 h6 y27c ff6 fs3 fc1 sc0 ls12 ws17d">\ue604\ue603<span class="blank"> </span>\ue790\ue6f0\ue793\ue7a7\ue741\ue793\ue603<span class="blank"> </span>\ue713\ue741\ue79b\ue79b\ue76d\ue936\ue603<span class="blank"> </span>\ue71c\ue603<span class="blank"> </span>\ue790\ue76d\ue79b\ue79b\ue743\ue7c6\ue71b\ue757\ue936\ue603<span class="blank"> </span>\ue790\ue76d\ue793\ue603<span class="blank"> </span>\ue71b\ue7cc<span class="blank _1"></span>\ue71b\ue760\ue790\ue757\ue76d<span class="blank _1"></span>\ue936\ue603<span class="blank"> </span>\ue71b\ue757\ue6f0\ue70b\ue76d\ue793\ue6f0\ue793\ue603\ue790\ue76d\ue757\ue743\ue7a7\ue741\ue70c\ue6f0\ue79b\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue741\ue762\ue7a7\ue71b<span class="ff5 ls0">-</span></div><div class="t m0 x66 h6 y27d ff5 fs3 fc1 sc0 ls12 ws186">gração tarif<span class="blank _1"></span>ária, melhorar o sis<span class="blank _1"></span>tema de comer<span class="blank _1"></span>cialização e arreca<span class="ls0">-</span></div><div class="t m0 x66 h6 y27e ff5 fs3 fc1 sc0 ls12 ws57">dação, r<span class="blank _1"></span>ealizar inf<span class="blank _1"></span>erências sobr<span class="blank _1"></span>e a demanda de transporte, com </div><div class="t m0 x66 h6 y27f ff5 fs3 fc1 sc0 ls12 ws11">estimativ<span class="blank _1"></span>as do número de embar<span class="blank _1"></span>ques e desembarques de passa<span class="ls0">-</span></div><div class="t m0 x66 h6 y280 ff5 fs3 fc1 sc0 ls12 wse0">geiros nas r<span class="blank _1"></span>espectivas par<span class="blank _1"></span>adas de ônibus e elaboração de matri<span class="ls0">-</span></div><div class="t m0 x66 h6 y281 ff5 fs3 fc1 sc0 ls12 ws1">zes origem-destino<span class="blank _1"></span>, entre outr<span class="blank _1"></span>as possibilidades.</div><div class="t m0 x5 h4 y282 ff4 fs2 fc7 sc0 ls5 ws1">2<span class="blank _2"> </span>.3. GPS</div><div class="t m0 x20 hc y283 ffe fs6 fc2 sc1 ls0 ws1b">O<span class="blank _0"></span><span class="ff6 fc1 sc0">\ue96e</span></div><div class="t m1 x9 h8 y284 ff5 fs5 fc1 sc0 ls29 ws194">Global Positioning Sys<span class="blank _1"></span>tem </div><div class="t m0 x67 h6 y284 ff5 fs3 fc1 sc0 ls4 ws38">(GPS)<span class="blank _1"></span>, </div><div class="t m0 x9 h6 y285 ff5 fs3 fc1 sc0 ls4 ws61">é um sistema de navegação por </div><div class="t m0 x5 h6 y286 ff5 fs3 fc1 sc0 ls4 ws10d">satélite que f<span class="blank _1"></span>ornece a um aparelho r<span class="blank _1"></span>e<span class="ls0">-</span></div><div class="t m0 x5 h6 y287 ff5 fs3 fc1 sc0 ls4 ws195">cep<span class="blank _1"></span>tor informações r<span class="blank _1"></span>efer<span class="blank _1"></span>entes à posição </div><div class="t m0 x5 h6 y288 ff5 fs3 fc1 sc0 ls4 ws146">de dispositivos em tempo real, desde </div><div class="t m0 x5 h6 y289 ff5 fs3 fc1 sc0 ls4 ws10f">que o rec<span class="blank _1"></span>eptor se enc<span class="blank _1"></span>ontre no campo de </div><div class="t m0 x5 h6 y28a ff6 fs3 fc1 sc0 ls4 ws17e">\ue7c6\ue741\ue79b\ue708\ue76d\ue603<span class="blank"> </span>\ue713\ue71b\ue603<span class="blank"> </span>\ue762\ue76d\ue603<span class="blank"> </span>\ue760\ue743\ue762\ue741\ue760\ue76d\ue603<span class="blank"> </span>\ue792\ue7af\ue6f0\ue7a7\ue793\ue76d\ue603\ue79b\ue6f0\ue7a7\ue71c\ue757\ue741\ue7a7\ue71b\ue79b\ue93b\ue603\ue6a3\ue76d\ue793<span class="blank"> </span>\ue603</div><div class="t m0 x5 h6 y28b ff5 fs3 fc1 sc0 ls4 wsfd">meio de ferr<span class="blank _1"></span>amentas de A<span class="blank _1"></span>VL \u2013 </div><div class="t m1 x68 h8 y28c ff5 fs5 fc1 sc0 ls29 ws196">automatic </div><div class="t m1 x1d h8 y28d ff5 fs5 fc1 sc0 ls29 ws197">vehicle location</div><div class="t m0 x69 h6 y284 ff5 fs3 fc1 sc0 ls4 wsad"> (localização automática </div><div class="t m0 x1d h6 y285 ff6 fs3 fc1 sc0 ls4 ws17f">\ue713\ue71b\ue603<span class="blank"> </span>\ue7c6\ue71b\ue743\ue70c\ue7af\ue757\ue76d\ue79b\ue953\ue603<span class="blank"> </span>\ue71b\ue792\ue7af\ue741\ue790\ue6f0\ue713\ue76d\ue79b\ue603<span class="blank"> </span>\ue70c\ue76d\ue760\ue603<span class="blank"> </span>\ue7a7\ue71b\ue70c\ue762\ue76d\ue757\ue76d\ue734\ue741\ue6f0\ue603</div><div class="t m0 x1d h6 y286 ff6 fs3 fc1 sc0 ls4 ws180">\ue713\ue71b\ue603<span class="blank"> </span>\ue649\ue6a3\ue6ae\ue936\ue603<span class="blank"> </span>\ue71c\ue603<span class="blank"> </span>\ue790\ue76d\ue79b\ue79b\ue743\ue7c6\ue71b\ue757\ue603<span class="blank"> </span>\ue792\ue7af\ue71b\ue603<span class="blank"> </span>\ue76d\ue603<span class="blank"> </span>\ue793<span class="blank _1"></span>\ue6f0\ue79b\ue7a7\ue793\ue71b<span class="blank _1"></span>\ue6f0\ue713\ue76d\ue793\ue603<span class="blank"> </span>\ue741\ue762\ue79b<span class="ff5 ls0">-</span></div><div class="t m0 x1d h6 y287 ff5 fs3 fc1 sc0 ls4 ws6a">talado nos ônibus se comunique com os </div><div class="t m0 x1d h6 y288 ff5 fs3 fc1 sc0 ls4 ws14f">satélites e esse passe a enviar inf<span class="blank _1"></span>orma<span class="ls0">-</span></div><div class="t m0 x1d h6 y289 ff6 fs3 fc1 sc0 ls4 ws181">\ue70f\ue78b\ue71b\ue79b\ue603<span class="blank"> </span>\ue79b\ue76d\ue70b\ue793\ue71b\ue603<span class="blank"> </span>\ue757\ue6f0\ue7a7\ue741\ue7a7\ue7af\ue713\ue71b\ue603<span class="blank"> </span>\ue71b\ue603<span class="blank"> </span>\ue757\ue76d\ue762\ue734\ue741\ue7a7\ue7af\ue713\ue71b\ue603<span class="blank"> </span>\ue713\ue76d\ue79b\ue603<span class="blank"> </span>\ue7c6<span class="blank _1"></span>\ue71b\ue743<span class="ff5 ls0">-</span></div><div class="t m0 x1d h6 y28a ff5 fs3 fc1 sc0 ls4 ws198">culos para o servidor da centr<span class="blank _1"></span>al de moni<span class="ls0">-</span></div><div class="t m0 x1d h6 y28b ff5 fs3 fc1 sc0 ls4 ws1">tor<span class="blank _1"></span>amento corr<span class="blank _1"></span>espondente.</div></div><div class="pi" data-data="{"ctm":[1.000000,0.000000,0.000000,1.000000,0.000000,0.000000]}"></div></div>
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