Baixe o app para aproveitar ainda mais
Prévia do material em texto
Contents lists available at ScienceDirect Rhizosphere journal homepage: www.elsevier.com/locate/rhisph Wastewater grown microalgal biomass as inoculants for improving micronutrient availability in wheat Nirmal Renukaa,e, Radha Prasannab,⁎, Anjuli Soodb, Radhika Bansald, Ngangom Bidyaranib, Rajendra Singhc, Yashbir S. Shivayd, Lata Nainb, Amrik S. Ahluwaliaa a Department of Botany, Panjab University, Chandigarh 160014, India b Division of Microbiology, ICAR-Indian Agricultural Research Institute, New Delhi 110012, India c National Phytotron Facility, ICAR-Indian Agricultural Research Institute, New Delhi 110012, India d Division of Agronomy, ICAR-Indian Agricultural Research Institute, New Delhi 110012, India e Institute for Water and Wastewater Technology, Durban University of Technology, P.O. Box 1334, Durban 4000, South Africa A R T I C L E I N F O Keywords: Sewage Microalgal consortia Micronutrients Biofortification Wheat A B S T R A C T An investigation was undertaken to evaluate the potential of two sewage grown microalgal formulations (consortia of native microalgae mixed with vermiculite: compost as carrier) in enhancing the soil micronutrient availability and uptake in wheat crop. Significantly higher available zinc (Zn), iron (Fe), copper (Cu) and manganese (Mn) content were recorded in soil samples from treatments belonging to microalgal consortia inoculation, as compared to uninoculated treatments, at both mid and harvest stage of wheat crop. A significant enhancement of 35.1 - 51% in organic carbon content was recorded in microalgal consortia inoculated treatments over control. Highest values were observed in treatment T5 (75% N + full dose PK + formulation with MC2, comprising native filamentous microalgae (Phormidium, Anabaena, Westiellopsis, Fischerella, Spirogyra). The treatment T4 (75% N + full dose PK + MC1formulation (comprising unicellular green algae -Chlorella, Scenedesmus, Chlorococcum, Chroococcus)showed significantly higher values of dehydrogenase activity. The plants from treatment T5 (75% N + full dose PK + formulation with MC2) recorded 53% higher leaf chlorophyll, as compared to T1 (recommended dose of fertilizer) at mid-crop stage. Microalgal consortia inoculated treatments also showed 37.3 - 48.0% increase in grain yield with significantly higher micronutrient (Zn, Fe, Cu and Mn) content in grains, as compared to control. A strong positive correlation was recorded between the availability of micronutrients in soil at mid-crop and grain yield. The present study highlighted the promise of wastewater grown microalgal consortia for improving soil micronutrient availability, micronutrient enrichment of wheat grains and enhancing crop productivity. 1. Introduction Microalgae are considered as an excellent feedstock for a wide range of products - bioactive compounds, biofuels and biofertilizer and their diverse applications in wastewater treatment, carbon sequestration etc. (Gupta et al., 2013; Renuka et al., 2015). Although there are many studies illustrating their role in wastewater treatment and biomass production (Chinnasamy et al., 2010; Guldhe et al., 2017), published literature on the application of wastewater grown microalgae biomass as biofertilizer is scanty (Wuang et al., 2016). Micronutrients play an important role in plant metabolism and their availability in soil directly affects the physiological functioning of plant and quality of plant- products (Prasanna et al., 2013; Rana et al., 2012). According to recent estimates, about two billion people in the world are affected by micronutrient deficiency, with a higher prevalence in developing regions like Southeast Asia and sub-Saharan Africa (Ramakrishnan, 2002). Wheat is among the most important staple food crops among cereals, which contributes towards 50% of the total energy intake in the Indian sub-continent (Akhtar et al., 2011). Recent agricultural practices are mainly focused on achieving higher agronomic yields, and bioforti- fication plays a secondary role, particularly in relation to improving the nutritional status of edible parts of the crop. Further, the use of non- judicious and excessive application of chemical fertilizers to meet global demands has resulted in the decreased accumulation of Zn, Fe, Cu and Mn in cereal grains, which are the critical micronutrients sources in the human diet (Zhang et al., 2012). In this context, the use of microalgae is an eco-friendly and economically viable approach to enhance the crop quality and produc- http://dx.doi.org/10.1016/j.rhisph.2017.04.005 Received in revised form 6 April 2017; Accepted 6 April 2017 ⁎ Corresponding author. E-mail address: radhapr@gmail.com (R. Prasanna). Rhizosphere 3 (2017) 150–159 Available online 08 April 2017 2452-2198/ © 2017 Elsevier B.V. All rights reserved. MARK http://www.sciencedirect.com/science/journal/24522198 http://www.elsevier.com/locate/rhisph http://dx.doi.org/10.1016/j.rhisph.2017.04.005 http://dx.doi.org/10.1016/j.rhisph.2017.04.005 mailto:radhapr@gmail.com http://dx.doi.org/10.1016/j.rhisph.2017.04.005 http://crossmark.crossref.org/dialog/?doi=10.1016/j.rhisph.2017.04.005&domain=pdf tivity and also help to maintain the soil fertility (Karthikeyan et al., 2007, Perez-Montano et al., 2014). However, mass production of microalgae also requires massive quantities of nutrient inputs (Borowitzka and Moheimani, 2010, Markou et al., 2014). It has been estimated that commercial cultivation of microalgae requires approxi- mately three times higher fertilizer inputs than terrestrial plants (Markou et al., 2014), which questions their economic and environ- mental impact. A valuable resource is wastewaters; they contain a majority of valuable nutrients needed for the proliferation and mass multiplication of algae (Chinnasamy et al., 2010; Guldhe et al., 2017). The use of wastewater nutrients as raw resource and/or in the form of sludge is a low cost process attracting a lot of attention (Calleja- Cervantes et al., 2017). As these wastewaters also harbor harmful bacteria and are rich in heavy metals, direct application of wastewater or in the form of sludge to the food crops can lead to pathogenic bacteria in the vegetative/edible parts (Vivaldi et al., 2013), besides accumulation of heavy metals (Yang et al., 2017). Direct application of wastewater also increases the bacterial contamination in the soil, leading to a decrease in water retention, soil porosity and hydraulic conductivity (Aiello et al., 2007). Other problems related to the use of sludge are the presence of chemical flocculants being used during wastewater treatment, which decreases the mineralization of nutrients (Warman and Termeer, 2005). Therefore, the use of wastewater grown microalgae biomass for fortification of agricultural soils, vis-a-vis sludge, could be a beneficial approach. Wastewaters contain a majority of nutrients required for microalgae cultivation (Guldhe et al., 2017), and the heavy metals present in wastewater in trace amounts act as a source of micronu- trients for the growth of microalgae/cyanobacteria(Wang et al., 2010). Therefore, microalgae play a double role in wastewater treatment - through scavenging the available macro/micronutrients/heavy metals and production of useful biomass which can be utilized as a source of biofertilizer (Markou et al., 2014; Wuang et al., 2016). The growth of algae in these wastewaters is advantageous, as it reduces the bacterial contamination, including human pathogens, because of the alkaline conditions (Ansa et al., 2012; da Silva Ferreira et al., 2017). Reports are available on the utilization of microalgae/cyanobacteria as biofertilizer, plant growth promoters and bio-control agents for various crops (Chaudhary et al., 2012). These organisms are also reported to increase the yield and micronutrient concentration in wheat crop (Prasanna et al., 2013; Rana et al., 2012). Sewage grown microalgal biomass can be an economically viable option for the fortification of soils used in the cultivationof cereals. In our previous study, sewage grown microalgal consortia proved promising for use as N/P/K fertilizer with 25% N savings in wheat (Renuka et al., 2016). Therefore, in this study, the potential of sewage grown microalgal consortia of filamentous and unicellular strains (both cyanobacteria and green algae) were evaluated as inoculants in wheat, for micronutrient enrichment in grains and facilitating enhanced micronutrient (Zn, Fe, Cu and Mn) dynamics in soil and plant. 2. Materials and methods 2.1. Microalgal consortia used and their growth Two microalgal consortia made up of cyanobacteria (Cyanophyta) and green algae (Chlorophyta),were developed and analyzed for their potential in wastewater remediation, and as inoculants in wheat crop in our earlier studies (Renuka et al., 2013a, 2013b). These microalgal consortia viz. MC1 comprised native unicellular strains of sewage [species of Chlorella (Chlorophyta), Scenedesmus (Chlorophyta), Chlor- ococcum (Chlorophyta), Chroococcus (Cyanophyta)] and MC2, made up of native filamentous strains isolated from sewage wastewater [species of Phormidium (Cyanophyta), Anabaena (Cyanophyta), Westiellopsis (Cyanophyta), Fischerella (Cyanophyta), Spirogyra (Chlorophyta)]. De- tails regarding taxonomic description for each strain of microalgal consortia, development of the consortia after selection and their screening is given in our earlier publication (Renuka et al., 2013b). For consortia development, equal amounts of each microalgal strains (0.1–0.2 µg mL−1 on chlorophyll basis) were mixed and allowed to grow in modified Bold's and Basal Medium (Starr and Zeikus 1993) under outdoor conditions in a polyhouse. for acclimatization. Twenty days old microalgal consortia were harvested, washed with distilled water to remove the adhering material,and used as inoculum in wastewater. Sewage wastewater was collected in the plastic containers of 15 L capacity from the channel at ICAR-Indian Agricultural Research Institute, New Delhi, whose characteristics are given in Supplementary Table 1. After primary settling, the sewage wastewater was filtered through muslin cloth, and used as the growth medium for microalgae cultivation.Microalgae cultivation was carried out under outer door conditions (at atmospheric night/day temperature and light intensity ranging 16–32 °C and 350–1420 μmol photons m−2 s−1 re- spectively)in a polyhouse in plastic tubs of 30 L capacity with working volume of 15 L. Microalgal consortia grown in sewage wastewater were harvested on 6th day of growth, air dried and used for further experimentation. 2.2. Experimental design An experiment was conducted in pots of 8” size, containing 6 kg of sterile soil, with wheat variety HD2967 under the controlled environ- ment chamber of the National Phytotron Facility, IARI, New Delhi, which simulated optimal conditions (24±2 °C and 20±2 °C; day and night temperature respectively) for the growth of wheat crop. The soil type used was sandy loam, Inceptisol (Udic Ustocrept), with the initial physicochemical properties, as given in Supplementary Table 2. The dry biomass of microalgal consortia (20 µg chlorophyll g−1 carrier) was added to vermiculite: compost (1:1), as a carrier for preparing the formulations, based on earlier published reports (Prasanna et al., 2013).The characteristics of the carrier are as given in Chaudhary et al. (2012).The formulations were stored at room temperature and maintained at 60% water holding capacity. The characteristics of microalgal consortia formulations with carrier are given as Supplementary Table 2. Fifty grams of each formulation was mixed with 6 kg soil in the respective pots. The macro and micronutrient composition of the microalgal formulations (with carrier) of MC1 and MC2 are: N (7.5% and 12.9%), P (1.49% and 1.52%), K (3.56% and 4.60%), Zn (3.38 and 7.57 µg g−1), Fe (195.6 and 145.0 µg g−1), Cu (0.092 and 0.080 µg g−1), Mn (22.8 and 24.4 µg g−1) respectively. In this study, a total of five treatments were taken viz. T1(Recommended dose of fertilizer N: P: K − 120: 60: 60 kg/ha), T2(75% N + full dose PK), T3 (75% N+ full dose PK + carrier), T4 (75% N+ full dose PK + MC1) and T5 (75% N + full dose PK + MC2). Irrigation of soil in pots was done regularly to maintain the 60% water holding capacity. Seeds were soaked and kept in dark conditions for 24 h. There were six replicate pots for each treatment and five seeds of wheat were sown in each pot with equal spacing. 50% of N was supplemented at the time of sowing in T1 control and other treatments respectively, while the remaining dose was supplied at the tillering stage. The microalgal consortia are expected to provide 20–30 kg N/ha and therefore used along with 75% N and recommended doses of P and K fertilizer (Renuka et al., 2016). Plant and soil samples were collected at mid (60 DAS - days after sowing) and harvest stage. Three replicates pots were used for the analyses at mid-crop stage, while the remaining three were utilized at harvest stage. From each pot, a minimum of three plants were taken for the analyses of plant related parameters. Soil cores from the root region/rhizosphere were collected in triplicate using auger from each pot for the assessment of microbiological parameters. N. Renuka et al. Rhizosphere 3 (2017) 150–159 151 2.3. Analyses of soil parameters Soil samples were collected from the root rhizosphere cores (0–15 cm depth). Micronutrient analyses (Fe, Mn, Zn and Cu) in soil samples were carried out using DTPA (diethylene-triamine-pentaacetic acid)- extraction and an Atomic Absorption Spectrophotometer at the most sensitive wavelengths −248.7 nm, 324.6, 213.7, and 279.5 nm for Fe, Cu, Zn and Mn respectively (Lindsay and Norvell, 1978). Estimation of soil chlorophyll was carried out by the method described by Nayak et al. (2004), using acetone and dimethyl sulphoxide (DMSO) in 1:1 ratio as extractant. Organic carbon was measured using dichromate oxidation method as described by Jackson (2005). Dehy- drogenase(EC 1.1.1.) activity in soil samples was assayed after extrac- tion with methanol using triphenyl tetrazolium chloride (3%). Absor- bance was measured at 485 nm and values were expressed as μg Triphenyl Formazon (TPF) g−1 soil d−1(Ameloot et al., 2014). Mea- surement of ethylene (index of nitrogenase activity) was carried out using the acetylene reducing assay (ARA), using a Gas Chromatograph (Bruker 450GC). Quantification was done using ethylene (1000 ppm; Sigma Gases and Services, New Delhi, India) as standard and similar vials with equivalent amount of water served as control. The column temperature was maintained at 70°C, while injector and detector temperature was maintained at 150 °C and 250 °C respectively. The amount of nitrogen fixed was calculated by multiplying ARA (Acetylene reducing activity) values with factor 3 and expressed as nmol N fixed g−1 soil h−1 (Berrendero et. al., 2016). Bacterial load in soil samples was evaluated according to the method described by Brown and Smith (2014). XLD agar and SS agar (Salmonella Shigella Agar, HiMedia, India) were used as media for the enumeration of Salmonella spp., Shigella spp. and Escherichia coli, while, nutrient agar (HiMedia, India) was used for the estimation of total bacterial counts. 2.4. Analyses of plant parameters For the analyses of micronutrients (Zn, Fe, Cu and Mn) in wheat plants at mid-crop and harvest, the samples (grain, shoot and root separately) were finely ground and digested. Analyses for micronutrient concentration in the digests were done using atomic absorption spectrophotometer (Lindsay and Norvell, 1978). Leaf chlorophyll content was measured by the method given by Hiscox and Israelstam (1979); and equations described by Arnon (1949). Plant biometrical parameters, including number of spikes per pot and grain yield per pot (expressed as g pot−1) were measured at the harvest stage of crop. 2.5. Statistical analyses The analyses of results were carried out using the Statistical package for SocialSciences (SPSS Version 16.0). One-way analysis of variance (ANOVA) was used to evaluate the differences among the treatments. The triplicate sets of data were evaluated in accordance with the experimental design (Completely Randomized Design). The compar- isons between the different means were made using post hoc least significant differences (LSD) calculated at P level of 0.05 (5%), and represented as C.D. (Critical Differences) values in Tables. SD (Standard deviation) values are depicted in the graphs as error bars. DMRT Fig. 1. (a-b) Percent change in the micronutrient content of soil, as influenced by microalgal inoculation, as compared to T1 control (Recommended dose of fertilizer) (a) at mid-crop stage (b) at harvest stage of wheat crop. N. Renuka et al. Rhizosphere 3 (2017) 150–159 152 (Duncan's Multiple Range Test) analyses are depicted as superscripts in table and graphs, with ‘a’ representing highest values. Correlation coefficients were calculated by using Microsoft Excel package and analyzed for their significance using Pearson's tables. 3. Results 3.1. Micronutrient content in soil and plant samples Inoculation of sewage grown microalgal consortia increased the availability of micronutrients in soil and also showed improvement in plant nutritional characteristics (Figs. 1–3). Percent change in micro- nutrient concentration in soil and plant samples in different treatments was calculated in comparison to the control treatment, supplied with recommended doses of NPK (Figs. 1–3). Analyses of Zn content in soil samples at mid-crop stage revealed the highest increase of 20.8% in Zn content in T5 (75% N + full dose PK + MC2), followed by T4 (75% N + full dose PK + MC1) (18.8%) as compared to T1 (Recommended dose of NPK) (Fig. 1a). However, at harvest stage, highest increase in Zn content in soil was observed in treatment T4 (26.63%), followed by T5 (24.26%). In uninoculated treatments, Zn content was not significantly different in shoot and root at mid-crop stage. Treatment T4 showed the highest increase of 75.9% and 134.7% in Zn content at mid-crop in shoot and root respectively, as compared to control T1 (Recommended dose of NPK) (Fig. 2a-b). Sewage grown microalgal consortia inocula- tion led to 10–12% greater accumulation of Zn in grains, with highest value in T5 (Fig. 2a). At harvest stage, highest increase in shoot Zn content (27.2%) was recorded in T4, while T5 showed highest increase in root Zn content (Fig. 2b-c). Highest increase in soil Fe content (61.3%) was exhibited by T4 followed by T5 (30.9%) at mid-crop stage (Fig. 1a). A similar trend for Fe content in soil samples was also observed at harvest stage. T4 showed highest increase of 77.8% in soil Fe content followed by T5 (Fig. 1b). Microalgal consortia inoculated treatments also revealed higher Fe content in plant samples as compared to uninoculated treatments. Results revealed that the highest increase in shoot and root Fe content was recorded in T5 (75% N + full dose PK + MC2) at mid- crop stage (Fig. 2a-b). Microalgal consortia inoculated treatments showed 24–42% enhancement in Zn accumulation in grains. T5 recorded highest Zn accumulation in grains and showed 41.6% increase in Zn content as compared to T1 (Fig. 3a). Fe content in shoot and root showed a similar trend at harvest stage with significantly higher values in T5. T5 exhibited highest increase of 59.5% and 102.9% in Zn content in shoot and root at harvest stage respectively (Fig. 3b-c). Cu content in soil samples revealed highest increase of 36.9% and 92.6% in T5 at mid and harvest crop stage respectively (Fig. 1a-b). Similarly, T5 also showed highest increase in Cu content in shoot (54.2%) and root (28.9%) at mid-crop stage respectively. At harvest stage, higher accumulation of Cu in grains was observed in T5 (54.8%) followed by T4 (48.2%) compared to T1 (Fig. 3a). However, there was no significant change in shoot Cu content at harvest stage in microalgal consortia inoculated treatments, compared to T1 control (Recom- mended dose of fertilizer). A decrease of 8% in Cu content was recorded in T5, compared to T1 control (Fig. 2b). Microalgal consortia inoculated treatments showed 10–15% higher Cu content in root, as compared to T1 control (Fig. 3c). Fig. 2. (a-b) Evaluation of microalgal consortia, in terms of percent change in content of various micronutrients in wheat plants, in comparison with T1 control (Recommended dose of fertilizer) at mid-crop stage (a) shoot (b) root. N. Renuka et al. Rhizosphere 3 (2017) 150–159 153 An increase in Mn content in soil was observed in microalgae inoculated treatments at mid and harvest crop stage (Fig. 1a-b). T5 exhibited highest increase in Mn content at mid-crop (25.9%) and harvest stage (77.3%), compared to T1. Despite the higher accumula- tion of Mn content in shoot and root in T4 at mid-crop stage, as compared to T5, Mn content in grains was more in T5; 72.9% increase in grain Mn content compared to T1 control. However, a decrease in Mn content in root and shoot was observed in microalgal consortia inoculated treatments as compared to T1 control (Recommended dose of fertilizer) at harvest stage. These results revealed that microalgal consortia inoculation led to higher accumulation of micronutrients (Zn, Fe, Cu and Mn) in grains, as compared to control (Recommended dose of fertilizer) with highest values in T5 (75% N + full dose PK + MC2). 3.2. Soil microbiological parameters Soil chlorophyll values of 4.43 and 4.97 mg g−1 were observed in samples from microalgal consortia inoculated treatments T4 (75% N + full dose PK + MC1) and T5 (75% N + full dose PK + MC2) respectively, which were significantly higher than uninoculated treat- ments (Table 1). Significantly higher values for nitrogen fixation were recorded in T5 (17.59 nmol N fixed g−1 soil h−1), followed by T4 (14.42 nmol N fixed g−1 soil h−1) (Table 1). Inoculation of sewage grown microalgae biomass led to 1.8 and 2.2-folds increase in nitrogen fixation potential, as compared to T1 (Recommended dose of fertilizer). An increase of 35.1- 51.3% in organic carbon content was recorded in T4 and T5respectively as compared to T1 control (Table 1). Micro- algal consortia inoculated treatments also revealed higher dehydrogen- Fig. 3. (a-b) Influence of microalgal consortia application on micronutrient content in plant, represented as percent change, compared to T1 control (Recommended dose of fertilizer) at harvest stage (a) grain (b) shoot (c) root. N. Renuka et al. Rhizosphere 3 (2017) 150–159 154 ase activity as compared to uninoculated treatments, with highest value of 110.53 µg g−1d−1 in T4 (75% N + full dose PK + MC1) (Table 1). T4 (75% N + full dose PK + MC1) exhibited a higher bacterial load, as compared to other treatments (Supplementary Table 3). 3.3. Plant parameters Leaf chlorophyll at mid-crop stage revealed significantly higher values in T5 (75% N + full dose PK + MC2) as compared to other treatments (Fig. 4a). At harvest stage, more number of spikes per pot were observed in microalgal consortia inoculated treatments with highest value in T5 (Fig. 4b). An increase of 48 and 37.33% in total grain yield (g pot−1) was recorded in T4 (75% N + full dose PK + MC1) and T5 (75% N + full dose PK + MC2) respectively compared to T1 control (Recommended dose of fertilizer) (Fig. 4c). 3.4. Correlation between plant and soil micronutrient characteristics and yield parameters The amount of N fixed was positively correlated with micronutrients Zn (r = 0.89), Fe (r = 0.71), Cu (r = 0.76) and Mn (r = 0.87) in soil samples at mid-crop stage. A positive correlation was recorded in soil organic carbon and Zn (r = 0.91), Fe (r = 0.72), Cu (r = 0.79) and Mn (r = 0.84) content in soil samples. Plant yield was directly related to the soil micronutrients (mainly Zn and Fe) at mid-crop stage. A strong positive correlation was exhibited between number of spikes and grain yield (g pot−1), with soil Zn (r = 0.90, 0.80) and Fe content (r = 0.91, 0.87)at mid-crop. 4. Discussion Imbalanced use of chemical fertilizers, along with reduced applica- tion of recycled crop residues has led to the deficiency of macro and micronutrients and impairment of the physical, chemical and biological properties of soil (Geisseler and Scow, 2014; Li et al., 2017; Murase et al., 2015). Sewage wastewater is a rich source of macro and micronutrients, which can be used for fertigation of crops, particularly cereals that are heavy nutrient feeders. However, the direct use of sewage wastewater and/or sludge for the fortification of crops may lead to enrichment of pathogenic flora and accumulation of toxic heavy metals in soil and plant (Calleja-Cervantes al., 2017; Yang et al., 2017). A beneficial and rational approach involves the utilization of micro- algae/cyanobacteria, as they can remediate wastewater by growth, scavenge and incorporate valuable nutrients into their biomass (Luo et al., 2016; Markou et al., 2014). The use of microalgae/cyanobacteria is desirable, as they not only provide incorporated micronutrients to the growing crop, but also provide plant growth promoting substances,and reduce the proliferation of harmful/ pathogenic bacteria (human and plant pathogens), as a result of the alkaline oxygenated conditions created as a result of their growth (Chaudhary et al., 2012; Prasanna et al., 2013). Wheat is one of the first domesticated cereals, and the most important food grain source for human consumption mainly in Europe, West Asia and North Africa. It is grown on the largest land area, more than any other commercial crop and continues to be the largest consumer of chemical fertilizers. Wheat is the dominant staple food in many micronutrient-deficient regions (Cakmak et al., 2010)and agronomic biofortification along with molecular breeding approaches are being deployed to tackle malnutrition globally (Velu et al., 2014). Zn deficiency is listed as a major risk factor for human health; according to a WHO (World Health Organization) report, Zn deficiency is among the most important risk factors responsible for illnesses and diseases in developing countries (IFPRI (International Food Policy Research Institute), 2016). Fe and Mn deficiency leads to the impairment of physical and mental growth; and affects more than 47% of children globally. Biofortification of wheat through the application of cyano- bacteria/ microalgae is an important intervention, which not only improves soil fertility, along with the improvement in yield, but also is able to fortify micronutrients in plant tissues, including grains (Adak et al., 2016; Rai et al., 2000). In our previous study, wastewater cultivated microalgae, developed as consortia proved promising in macronutrient (N/P/K) fortification with 25% N savings in wheat (Renuka et al., 2016). 4.1. Effect of sewage grown microalgal consortia on micronutrient content in soil and plant samples In the present study, sewage grown microalgal consortia were evaluated for their biofortification potential in wheat crop. Utilization of sewage grown microalgal consortia was found to increase the available micronutrient content (Zn, Fe, Cu, Zn) in soil and plant parts at both mid-crop and harvest stage. An increase of 23 – 26.2% and 32 – 36% was recorded in Zn content of soil at mid-crop and harvest stage respectively, as compared to application of recommended doses of chemical fertilizers. However, no significant differences in the available Zn content of soil samples at mid-crop or harvest stage among the treatments inoculated with microalgal consortia were observed. This illustrates the sufficient availability of Zn for the succeeding crop after wheat. An increase of 10 – 11% in Zn content in wheat grains was also observed with microalgal consortia inoculated treatments, in compar- ison to control treatment. The uptake of Zn and Fe is directly related to the nitrogen nutritional status of the plant. The expression of transporters for Zn and Fe is highly dependent on the plant nitrogen nutritional status (Grotz and Guerinot, 2006; Guo et al., 2014). Xue et al. (2012) suggested that optimal nitrogen supplementation and management in wheat crop can lead to better shoot Zn accumulation and mobilization to the grains. They achieved 30–72% increase in grain Zn accumulation by increasing nitrogen supply to optimum levels. Earlier studies also suggested that microalgae/cyanobacteria application to the crop can Table 1 Analyses of soil microbiological parameters in different treatments at mid-crop stage. Treatment Soil chlorophyll Nitrogen fixing potential Organic carbon Dehydrogenase activity (mg g-1) (nmol N fixed g-1 soil h-1) (%) (µg g-1 d-1) T1 (Recommended dose NPK) 1.01± 0.02e 8.06±0.20c 1.11± 0.21c 57.73± 6.83c T2 (75% N + Full dose PK) 2.27± 0.30d 8.33±0.57c 1.01± 0.07c 54.33± 8.85c T3 (75% N + Full dose PK + carrier) 2.74± 0.05c 8.39±0.45c 1.12± 0.15c 59.16± 10.40c T4 (75% N + Full dose PK + MC1) 4.43± 0.13b 14.42± 0.98b 1.50± 0.16b 110.53± 11.53a T5 (75% N + Full dose PK + MC2) 4.97± 0.04a 17.59± 1.29a 1.68± 0.04a 82.53± 4.70b SEM 0.086 0.461 0.061 5.088 CD (p=0.05) 0.24 1.28 0.17 14.10 Values are given as mean (n=3)± Standard Deviation (S.D); SEM (Standard Error Mean); CD (Critical Difference); MC1 - species of Chlorella, Scenedesmus, Chlorococcum, Chroococcus); MC2 - species of Phormidium, Anabaena, Westiellopsis, Fischerella, Spirogyra); Superscripts a,b,c etc. represent DMRT (Duncan's Multiple Range Test) ranking in different treatments for respective parameter, where ‘a’ represents the highest value and dissimilar superscripts represent significantly different values. N. Renuka et al. Rhizosphere 3 (2017) 150–159 155 replace 25–50% N requirement in agronomic practices (Prasanna et al., 2013). In our study, 75% N supplementation to the growing crop had no deleterious effects on the micronutrient uptake (especially Zn and Fe) by the plant and their accumulation in grains. This can be due to sufficient availability and supply of nitrogen to the growing crop, by the nitrogen-fixing heterocystous filamentous strains (species of Anabaena, Westiellopsis, Fischerella) of MC2 consortium in T5. In our previous study, sewage grown microalgal consortia showed an increase in the available nitrogen in the soil (Renuka et al., 2016). Microalgal growth can also enhance the growth of rhizosphere bacteria, due to the secretion of exopolysaccharides and other exudates (Kapustka and DuBois, 1987). Cell extracts of some blue green algae and diatoms exert stimulatory effect on the growth of siderophore producing bacterium (Amin et al., 2009). They suggested that the photolysis of iron siderophore stimulated Fe assimilation in aquatic environment promotes algae-bacteria mutualism, wherein microalgae release organ- ic molecules that are utilized by bacteria for growth. Such mutualistic association between algae and siderophore producing bacteria play imperative roles in the availability and utilization of Fe by these organisms (Amin et al., 2009). Wilhelm et al. (1996) reported that cyanobacteria produce and utilize iron chelators called siderophores in low Fe and nitrogen (N) conditions, creating a competitive advantage over other algae in freshwater lakes, but their function in aquatic or terrestrial iron cycles remains less clear. Reports of siderophore production by eukaryotic algae are even rarer, although there are reports of macromolecular algal exudates involved in iron assimilation (Fuse et al., 1993). Further, phytosiderophore production by wheat plant root exudates Fig. 4. (a) Comparative analyses of leaf chlorophyll content in different treatments at mid-crop stage of wheat crop (b-c) Plant yield parameters at harvest stage (b) Number of spikes per pot (c) Grain yield per pot. N. Renuka et al. Rhizosphere 3 (2017) 150–159 156 also play an important role in the availability and uptake of Fe from soil, which is highly dependent on the nitrogen status of the soil (Aciksoz et al., 2011; Oburger et al., 2014). Aciksozet al. (2011) reported that increase in nitrogen supply could enhance the root release of phytosiderophores in wheat plant. In the present study, increase in the nitrogen fixing potential in treatments inoculated with sewage grown microalgal consortia and enhanced siderophore production could be a possible reason for the enhanced micronutrient (Fe) uptake by the wheat plant. This aspect needs further investigation.The amount of Fe and Zn mobilized to the grains was positively correlated (r = 0.89, 0.87) with the amount of N fixed in soil at mid-crop stage. The iron concentration in plants ranges from 10–500 ug Fe /g dry weight and graminaceous monocots are known to release phytosiderophores for effective uptake of iron (Pii et al., 2016). Cyanobacteria also have a role in transformation of soil micronu- trients (Fe and Mn) available to the plants along with the production of organic acids with chelating properties (Das et al., 1991). These chelating compounds can increase the availability of micronutrients to the growing plant. Several cyanobacteria viz. Anabaena flos-aquae, A. cylindrica, Synechococcus leopoliensus, Anacystis nidulans are reported to excrete strong copper-complexing agents (cK>108), while eukaryotic algae only found to release weak copper-complexing agents (cK<107.5). These copper complexing agents from microalgae may control the speciation of copper in aquatic ecosystem (lakes) during or after blooms (McKnight and Morel, 1980); however, their role in soil micronutrient dynamics is far from understood. Therefore, in-depth studies are required to understand the mechanisms involved in soil micronutrient dynamics involving siderophore production, and cross- talk between plant, microalgae and other microorganisms for micro- algae/cyanobacteria based biofertilizer production. 4.2. Effect of sewage grown microalgal consortia on soil microbiological parameters In our study, T1 (Recommended dose of fertilizers) showed lowest soil chlorophyll content, which reveals the negative impact of chemical fertilizer on soil microbial photosynthetic activity, while that micro- algae inoculation improved the chlorophyll content and nitrogen fixation in soil cores. Soil organic carbon forms the basis of sustainable agriculture and increase in organic carbon can improve soil health and also help in the mitigation of atmospheric CO2 (Lal, 2004; Sá et al., 2017). It is used as a source of energy for growth of plant and facilitates the availability of nutrients through mineralization. Microalgal con- sortia inoculated treatments recorded 35 – 51% higher soil organic carbon as compared to control with recommended dose of fertilizer. Dehydrogenases are one of the most important enzymes, occurring in all living microbial cells, and therefore, used as an indicator of overall soil microbial activity (León et al., 2017). They have a major role in the biological oxidation of organic matter, representative of microbial oxidative activities in the soil (Zhang et al., 2010). Soil dehydrogenase activity is directly related to the physical, chemical and biochemical properties of soil, hence a useful index of the soil fertility and health (Salazar et al., 2011). In the present study, inoculation of microalgal consortia showed an increase in the dehydrogenase activity as compared to uninoculated treatments. The treatments- T4 (75% N + full dose PK + MC1) exhibited highest dehydrogenase activity followed by T5 (75% N + full dose PK + MC2). Higher dehydrogenase activity in T4 (75% N + full dose PK + MC1) may be a net result of the higher bacterial load in T4. A strong positive correlation was observed between soil organic carbon and dehydrogenase activity (r = 0.77). Salazar et al. (2011) also described the positive correlation of dehy- drogenase activity with soil carbon, as observed in our study. However, under anaerobic conditions in soil, high dehydrogenase activity can impair Fe availability to the plants due to utilization of Fe (III) as terminal electron acceptors in metabolic processes under waterlogged conditions, by the soil microbe (Benckiser et al., 1984, Das and Varma, 2010). 4.3. Effect of sewage grown microalgal consortia on plant growth parameters and yield An increase in plant growth and yield was recorded in T4 and T5 as compared to other treatments. Leaf chlorophyll was significantly higher in T5 (75% N + full dose PK + MC2) with 53% increase in comparison with the control. Chlorophyll content in leaf showed a strong positive correlation with Fe (r = 0.92) and Cu content (r = 1.00) in shoot at mid-crop stage. Leaf chlorophyll was also positively correlated with soil Mn concentration (r = 99). The findings in the current study revealed an increase in plant growth, yield and improvement in nutritional status with the inoculation of sewage grown microalgal consortia. Similarly, in previous studies, the inoculation of various cyanobacteria in wheat plants increased plant chlorophyll to significant levels and improved the nutritional status of plant (Prasanna et al., 2013). Recently, Coppens et al. (2016) revealed that microalgae biomass obtained after wastewater treatment can be used as a slow release fertilizer in tomato crop. They also reported that microalgae inoculation improved the fruit quality of tomato via increase in sugar and carotenoid content; however, yields were poorer (Coppens et al., 2016). Garcia-Gonzalez and Sommerfeld (2016) observed that the dry biomass and/or cellular extracts of green alga Acutodesmusdimorphus also enhanced the germi- nation rate, growth and floral production in tomato plant. Wuang et al. (2016) illustrated the potential of Spirulina biomass grown in aqua- culture wastewater for use as biofertilizer in leafy vegetables. They found that application of Spirulina based biofertilizer enhanced the plant growth and improved the seedling dry weight (Wuang et al., 2016). Microalgae/cyanobacteria also produce plant growth promoting substances (growth hormones), which improves the growth and overall health of plant (Karthikeyan et al., 2007; Perez-Montano et al., 2014). In the present study, crop yield was positively correlated with micro- nutrient concentration of soil at mid-crop stage. A positive correlation was found between spike number and Zn (r = 0.90) and Fe concentra- tion (r = 91). Grain yield was also positively correlated with Zn (r = 0.80) and Fe (r = 87) content in soil at mid-crop stage. Therefore, it can be envisaged that availability of Zn and Fe content in soil is crucial for getting high yields in wheat crop. The effect of wastewater grown microalgae biomass on soil and plant for biofertilizer application may vary depending upon the quality of microalgae biomass and associated bacteria; which is also highly dependent on the type of wastewater used. Further studies on microalgae biomass generated using waste- water from different sources and their field scale evaluation can help in integrating them into nutrient management strategies for this crop. 5. Conclusions The present study demonstrated the promise of sewage grown microalgal consortia of filamentous and unicellular strains for enhanced micronutrient availability in soil and micronutrient enrichment of wheat crop. Significant increase in soil micronutrient content, particu- larly Zn, Fe, Cu and Mn were recorded with consortia compared to treatment with recommended dose of fertilizer, which can be related to the positive interaction of plant and microalgae and stimulation of siderophore activity in either plant/microalgae. However, this aspect needs in-depth research, especially related to the release of metal sequestering molecules by plants/microalgae. Both the microalgal consortia, comprising either unicellular or filamentous native micro- algae led to an increase in plant growth in terms of chlorophyll, besides improving plant nutritional status, and enhancement in grain yield and grain micronutrient content, illustrating their promise, particularly the consortium of filamentous strains.The study highlighted that sewage grown microalgae consortia can be suitable options for increasing crop productivity, nutritional value and quality of wheat grains, besides improving micronutrient availability in soil, through efficient mobiliza- N. Renuka et al. Rhizosphere 3 (2017) 150–159 157 tion and translocation to the grains by the crop. Acknowledgements The first author is thankful to University Grants Commission, New Delhi (UGC Reference No. F.151/2007(BSR) dated 23/03/2011) for providing financial support to carry out the present experimentation. All the authors are thankful to the Department of Botany, Panjab University, Chandigarh; Division of Microbiology, Division of Agronomy and National Phytotron Facility, ICAR-Indian Agricultural Research Institute, New Delhi for providing the research facilities to carry out the present investigation. Appendix A. Supporting information Supplementary data associated with this article can be found in the online version at http://dx.doi.org/10.1016/j.rhisph.2017.04.005. References Aciksoz, S.B., Ozturk, L., Gokmen, O.O., Römheld, V., Cakmak, I., 2011. Effect of nitrogen on root release of phytosiderophores and root uptake of Fe(III)-phytosiderophore in Fe-deficient wheat plants. Physiol. Plant. 142, 287–296. Adak, A., Prasanna, R., Babu, S., Bidyarani, N., Verma, S., Pal, M., Shivay, Y.S., Nain, L., 2016. Micronutrient enrichment mediated by plant-microbe interactions and rice cultivation practices. J. Plant Nutr. 39, 1216–1232. Aiello, R., Cirelli, G.L., Consoli, S., 2007. Effects of reclaimed wastewater irrigation on soil and tomato fruits: a case study in Sicily (Italy). Agric. Water Manag. 93, 65–72. Akhtar, S., Anjum, F.M., Anjum, M.A., 2011. Micronutrient fortification of wheat flour: recent development and strategies. Food Res. Int. 44, 652–659. Ameloot, N., Sleutel, S., Case, S.D.C., Alberti, G., McNamara, N.P., Zavalloni, C., Vervisch, B., Vedove, Gd, De Neve, S., 2014. C mineralization and microbial activity in four biochar field experiments several years after incorporation. Soil Biol. Biochem. 78, 195–203. Amin, S.A., Green, D.H., Hart, M.C., Kupper, F.C., Sunda, W.G., Carrano, C.J., 2009. Photolysis of iron-siderophore chelates promotes bacterial-algal mutualism. Proc. Natl. Acad. Sci. USA 106, 17071–17076. Ansa, E.D.O., Lubberding, H.J., Gijzen, H.J., 2012. The effect of algal biomass on the removal of faecal coliform from domestic wastewater. Appl. Water Sci. 2, 87–94. Arnon, D.I., 1949. Copper enzymes in isolated chloroplasts. Polyphenoloxidase in Betavulgaris. Plant physiol. 24, 1–15. Benckiser, G., Santiago, S., Neue, H., Watanabe, I., Ottow, J., 1984. Effect of fertilization on exudation, dehydrogenase activity, iron-reducing populations and Fe++ formation in the rhizosphere of rice (Oryza sativa L.) in relation to iron toxicity. Plant soil 79, 305–316. Berrendero, E., Valiente, E.F., Perona, E., Gómez, C.L., Loza, V., Muñoz-Martín, M.Á., Mateo, P., 2016. Nitrogen fixation in a non-heterocystous cyanobacterial mat from a mountain river. Sci. Rep. 6, 30920. Borowitzka, M.A., Moheimani, N.R., 2010. Sustainable biofuels from algae. Mitig. Adapt. Strategies Glob. Chang. 18, 13–25. Brown, A., Smith, H., 2014. Benson's Microbiological Applications: Laboratory manual in General Microbiology, 13th edition. McGraw-Hill Higher Education, Boston. Cakmak, I., Pfeiffer, W.H., McClafferty, B., 2010. REVIEW: biofortification of Durum Wheat with Zinc and Iron. Cereal Chem. J. 87, 10–20. Calleja-Cervantes, M.E., Aparicio-Tejo, P.M., Villadas, P.J., Irigoyen, I., Irañeta, J., Fernández-González, A.J., Fernández-López, M., Menéndez, S., 2017. Rational application of treated sewage sludge with urea increases GHG mitigation opportunities in Mediterranean soils. Agric. Ecosyst. Environ. 238, 114–127. Chaudhary, V., Prasanna, R., Nain, L., Dubey, S.C., Gupta, V., Singh, R., Jaggi, S., Bhatnagar, A.K., 2012. Bioefficacy of novel cyanobacteria-amended formulations in suppressing damping off disease in tomato seedlings. World J. Microbiol. Biotechnol. 28, 3301–3310. Chinnasamy, S., Bhatnagar, A., Hunt, R.W., Das, K.C., 2010. Microalgae cultivation in a wastewater dominated by carpet mill effluents for biofuel applications. Bioresour. Technol. 101, 3097–3105. Coppens, J., Grunert, O., Van Den Hende, S., Vanhoutte, I., Boon, N., Haesaert, G., De Gelder, L., 2016. The use of microalgae as a high-value organic slow-release fertilizer results in tomatoes with increased carotenoid and sugar levels. JAppl. Phycol. 28, 2367–2377. Das, S.C., Mandal, B., Mandal, L.N., 1991. Effect of growth and subsequent decomposition of blue-green algae on the transformation of iron and manganese in submerged soils. Plant Soil 138, 75–84. Das, S.K., Varma, A., 2010. Role of Enzymes in Maintaining Soil Health, Soil Enzymolog. Springer, Berlin, Heidelberg, pp. 25–42. Fuse, H., Takimura, O., Kamimura, K., Yamaoka, Y., 1993. Marine Algae Excrete Large Molecular Weight Compounds Keeping Iron Dissolved. Biosci. Biotechnol. Biochem. 57, 509–510. Garcia-Gonzalez, J., Sommerfeld, M., 2016. Biofertilizer and biostimulant properties of the microalga Acutodesmus dimorphus. J. Appl. Phycol. 28, 1051–1061. Geisseler, D., Scow, K.M., 2014. Long-term effects of mineral fertilizers on soil microorganisms – A review. Soil Biol. Biochem. 75, 54–63. Grotz, N., Guerinot, M.L., 2006. Molecular aspects of Cu, Fe and Zn homeostasis in plants. Biochim. Biophys. Acta 1763, 595–608. Guldhe, A., Ansari, F.A., Singh, P., Bux, F., 2017. Heterotrophic cultivation of microalgae using aquaculture wastewater: a biorefinery concept for biomass production and nutrient remediation. Ecol. Eng. 99, 47–53. Guo, X., Xiong, H., Shen, H., Qiu, W., Ji, C., Zhang, Z., Zuo, Y., 2014. Dynamics in the rhizosphere and iron-uptake gene expression in peanut induced by intercropping with maize: role in improving iron nutrition in peanut. Plant Physiol. Biochem. 76, 36–43. Gupta, V., Ratha, S.K., Sood, A., Chaudhary, V., Prasanna, R., 2013. New insights into the biodiversity and applications of cyanobacteria (blue-green algae)—Prospects and challenges. Algal Res. 2, 79–97. Hiscox, J.D., Israelstam, G.F., 1979. A method for the extraction of chlorophyll from leaf tissue without maceration. Can. J. Bot. 57, 1332–1334. IFPRI (International Food Policy Research Institute), 2016. Global Nutrition Report 2016: From promise to impact: Ending malnutrition by 2030 (Washington, DC). 〈http:// www.who.int/nutrition/globalnutritionreport/en/〉. Jackson, M.L., 2005. Soil Chemical Analysis: Advanced Course. Parallel Press, UW- Madison Libraries. Kapustka, L.A., DuBois, J.D., 1987. Dinitrogen fixation by cyanobacteria and associative rhizosphere bacteria in the arapaho prairie in the sand hills of nebraska. Am. J. Bot. 74, 107–113. Karthikeyan, N., Prasanna, R., Nain, L., Kaushik, B.D., 2007. Evaluating the potential of plant growth promoting cyanobacteria as inoculants for wheat. Eur. J. Soil Biol. 43, 23–30. Lal, R., 2004. Soil carbon sequestration impacts on global climate change and food security. Science 304, 1623–1627. León, P., Espejo, R., Gómez-Paccard, C., Hontoria, C., Mariscal, I., Renella, G., Benito, M., 2017. No tillage and sugar beet foam amendment enhanced microbial activity of degraded acidic soils in South West Spain. Appl. Soil Ecol. 109, 69–74. Li, R., Tao, R., Ling, N., Chu, G., 2017. Chemical, organic and bio-fertilizer management practices effect on soil physicochemical property and antagonistic bacteria abundance of a cotton field: implications for soil biological quality. Soil Tillage Res. 167, 30–38. Lindsay, W.L., Norvell, W.A., 1978. Development of a DTPA soil test for zinc, iron, manganese, and copper1. Soil Sci. Soc. Am. J. 42, 421–428. Luo, Y., Le-Clech, P., Henderson, R.K., 2016. Simultaneous microalgae cultivation and wastewater treatment in submerged membrane photobioreactors: a review. Algal Res. http://dx.doi.org/10.1016/j.algal.2016.10.026. Markou, G., Vandamme,D., Muylaert, K., 2014. Microalgal and cyanobacterial cultivation: the supply of nutrients. Water Res. 65, 186–202. McKnight, D.M., Morel, F.M., 1980. Copper complexation by siderophores from filamentous blue-green algae. Limnol. Oceanogr. 25, 62–71. Murase, J., Hida, A., Ogawa, K., Nonoyama, T., Yoshikawa, N., Imai, K., 2015. Impact of long-term fertilizer treatment on the microeukaryotic community structure of a rice field soil. Soil Biol. Biochem. 80, 237–243. Nayak, S., Prasanna, R., Pabby, A., Dominic, T.K., Singh, P.K., 2004. Effect of urea, blue green algae and Azolla on nitrogen fixation and chlorophyll accumulation in soil under rice. Biol. Fert. Soils 40, 67–72. Oburger, E., Gruber, B., Schindlegger, Y., Schenkeveld, W.D., Hann, S., Kraemer, S.M., Wenzel, W.W., Puschenreiter, M., 2014. Root exudation of phytosiderophores from soil-grown wheat. New Phytol. 203, 1161–1174. Perez-Montano, F., Alias-Villegas, C., Bellogin, R.A., del Cerro, P., Espuny, M.R., Jimenez- Guerrero, I., Lopez-Baena, F.J., Ollero, F.J., Cubo, T., 2014. Plant growth promotion in cereal and leguminous agricultural important plants: from microorganism capacities to crop production. Microbiol. Res. 169, 325–336. Pii, Y., Borruso, L., Brusetti, L., Crecchio, C., Cesco, S., Mimmo, T., 2016. The interaction between iron nutrition, plant species and soil type shapes the rhizosphere microbiome. Plant Physiol. Biochem. 99, 39–48. Prasanna, R., Babu, S., Rana, A., Kabi, S.R., Chaudhary, V., Gupta, V., Kumar, A., Shivay, Y.S., Nain, L., Pal, R.K., 2013. Evaluating the establishment and agronomic proficiency of cyanobacterial consortia as organic options in wheat–rice cropping sequence. Exp. Agric. 49, 416–434. Rai, A.N., Söderbäck, E., Bergman, B., 2000. Cyanobacterium- plant symbioses. Tansley Review No. 116. New Phytol. 147, 449–481. Ramakrishnan, U., 2002. Prevalence of micronutrient malnutrition worldwide. Nutr. Rev. 60, S46–S52. Rana, A., Joshi, M., Prasanna, R., Shivay, Y.S., Nain, L., 2012. Biofortification of wheat through inoculation of plant growth promoting rhizobacteria and cyanobacteria. Eur. J. Soil Biol. 50, 118–126. Renuka, N., Sood, A., Ratha, S., Prasanna, R., Ahluwalia, A., 2013a. Nutrient sequestration, biomass production by microalgae and phytoremediation of sewage water. Int. J. Phytoremed. 15, 789–800. Renuka, N., Sood, A., Ratha, S.K., Prasanna, R., Ahluwalia, A.S., 2013b. Evaluation of microalgal consortia for treatment of primary treated sewage effluent and biomass production. J. Appl. Phycol. 25, 1529–1537. Renuka, N., Sood, A., Prasanna, R., Ahluwalia, A.S., 2015. Phycoremediation of wastewaters: a synergistic approach using microalgae for bioremediation and biomass generation. Int. J. Environ. Sci. Technol. 12, 1443–1460. Renuka, N., Prasanna, R., Sood, A., Ahluwalia, A.S., Bansal, R., Babu, S., Singh, R., Shivay, Y.S., Nain, L., 2016. Exploring the efficacy of wastewater-grown microalgal biomass as a biofertilizer for wheat. Environ. Sci. Pollut. Res. 23, 6608–6620. Sá, J.Cd.M., Lal, R., Cerri, C.C., Lorenz, K., Hungria, M., de Faccio Carvalho, P.C., 2017. Low-carbon agriculture in South America to mitigate global climate change and advance food security. Environ. Int. 98, 102–112. N. Renuka et al. Rhizosphere 3 (2017) 150–159 158 http://dx.doi.org/10.1016/j.rhisph.2017.04.005 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref1 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref1 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref1 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref2 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref2 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref2 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref3 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref3 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref4 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref4 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref5 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref5 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref5 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref5 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref6 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref6 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref6 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref7 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref7 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref8 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref8 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref9 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref9 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref9 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref9 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref10 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref10 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref10 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref11 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref11 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref12 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref12 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref13 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref13 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref14 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref14 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref14 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref14 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref15 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref15 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref15 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref15 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref16 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref16 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref16 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref17 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref17 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref17 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref17 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref18 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref18 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref18 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref19 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref19 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref20 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref20 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref20 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref21 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref21 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref22 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref22 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref23 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref23 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref24 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref24 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref24 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref25 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref25 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref25 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref25 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref26 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref26 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref26 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref27 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref27 http://www.who.int/nutrition/globalnutritionreport/en/ http://www.who.int/nutrition/globalnutritionreport/en/ http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref29 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref29 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref30 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref30 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref30 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref31http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref31 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref31 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref32 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref32 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref33 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref33 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref33 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref34 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref34 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref34 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref34 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref35 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref35 http://dx.doi.org/10.1016/j.algal.2016.10.026 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref37 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref37 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref38 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref38 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref39 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref39 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref39 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref40 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref40 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref40 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref41 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref41 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref41 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref42 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref42 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref42 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref42 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref43 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref43 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref43 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref44 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref44 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref44 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref44 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref45 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref45 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref46 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref46 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref47 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref47 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref47 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref48 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref48 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref48 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref49 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref49 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref49 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref50 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref50 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref50 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref51 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref51 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref51 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref52 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref52 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref52 Salazar, S., Sánchez, L.E., Alvarez, J., Valverde, A., Galindo, P., Igual, J.M., Peix, A., Santa-Regina, I., 2011. Correlation among soil enzyme activities under different forest system management practices. Ecol. Eng. 37, 1123–1131. da Silva Ferreira, V., ConzFerreira, M.E., Lima, L.M.T.R., Frasés, S., de Souza, W., Sant’Anna, C., 2017. Green production of microalgae-based silver chloride nanoparticles with antimicrobial activity against pathogenic bacteria. Enzyme Microb. Technol. 97, 114–121. Starr, R.C., Zeikus, J.A., 1993. Utex- the culture collection of algae at the University of Texas at Austin. J. Phycol. 29 (Suppl), 1–106. Velu, G., Ortiz-Monasterio, I., Cakmak, I., Hao, Y., Singh, R.P., 2014. Biofortification strategies to increase grain zinc and iron concentrations in wheat. J. Cereal Sci. 59, 365–372. Vivaldi, G.A., Camposeo, S., Rubino, P., Lonigro, A., 2013. Microbial impact of different types of municipal wastewaters used to irrigate nectarines in Southern Italy. Agric. Ecosyst. Environ. 181, 50–57. Wang, L., Min, M., Li, Y., Chen, P., Chen, Y., Liu, Y., Wang, Y., Ruan, R., 2010. Cultivation of green algae Chlorella sp. in different wastewaters from municipal wastewater treatment plant. Appl. Biochem. Biotechnol. 162, 1174–1186. Warman, P.R., Termeer, W.C., 2005. Evaluation of sewage sludge, septic waste and sludge compost applications to corn and forage: yields and N, P and K content of crops and soils. Bioresour. Technol. 96, 955–961. Wilhelm, S.W., Maxwell, D.P., Trick, C.G., 1996. Growth, iron requirements, and siderophore production in iron-limited Synechococcus PCC 72. Limnol. Oceanogr. 41, 89–97. Wuang, S.C., Khin, M.C., Chua, P.Q.D., Luo, Y.D., 2016. Use of Spirulina biomass produced from treatment of aquaculture wastewater as agricultural fertilizers. Algal Res. 15, 59–64. Xue, Y.-F., Yue, S.-C., Zhang, Y.-Q., Cui, Z.-L., Chen, X.-P., Yang, F.-C., Cakmak, I., McGrath, S.P., Zhang, F.-S., Zou, C.-Q., 2012. Grain and shoot zinc accumulation in winter wheat affected by nitrogen management. Plant Soil 361, 153–163. Yang, K., Zhu, Y., Shan, R., Shao, Y., Tian, C., 2017. Heavy metals in sludge during anaerobic sanitary landfill: speciation transformation and phytotoxicity. J. Environ. Manag. 189, 58–66. Zhang, N., He, X.-D., Gao, Y.-B., Li, Y.-H., Wang, H.-T., Ma, D., Zhang, R., Yang, S., 2010. Pedogenic carbonate and soil dehydrogenase activity in response to soil organic matter in Artemisia ordosica community. Pedosphere 20, 229–235. Zhang, Y.-Q., Deng, Y., Chen, R.-Y., Cui, Z.-L., Chen, X.-P., Yost, R., Zhang, F.-S., Zou, C.- Q., 2012. The reduction in zinc concentration of wheat grain upon increased phosphorus-fertilization and its mitigation by foliar zinc application. Plant Soil 361, 143–152. N. Renuka et al. Rhizosphere 3 (2017) 150–159 159 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref53 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref53 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref53 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref54 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref54 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref54 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref54 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref55 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref55 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref56 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref56 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref56 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref57 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref57 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref57 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref58 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref58 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref58 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref59 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref59 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref59 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref60 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref60 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref60 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref61 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref61 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref61 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref62 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref62 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref62 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref63 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref63http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref63 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref64 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref64 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref64 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref65 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref65 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref65 http://refhub.elsevier.com/S2452-2198(17)30040-X/sbref65 Wastewater grown microalgal biomass as inoculants for improving micronutrient availability in wheat Introduction Materials and methods Microalgal consortia used and their growth Experimental design Analyses of soil parameters Analyses of plant parameters Statistical analyses Results Micronutrient content in soil and plant samples Soil microbiological parameters Plant parameters Correlation between plant and soil micronutrient characteristics and yield parameters Discussion Effect of sewage grown microalgal consortia on micronutrient content in soil and plant samples Effect of sewage grown microalgal consortia on soil microbiological parameters Effect of sewage grown microalgal consortia on plant growth parameters and yield Conclusions Acknowledgements Supporting information References
Compartilhar