1
|
Galindo FS, Pagliari PH, da Silva EC, de Lima BH, Fernandes GC, Thiengo CC, Bernardes JVS, Jalal A, Oliveira CES, de Sousa Vilela L, Furlani Junior E, Nogueira TAR, do Nascimento V, Teixeira Filho MCM, Lavres J. Impact of nitrogen fertilizer sustainability on corn crop yield: the role of beneficial microbial inoculation interactions. BMC Plant Biol 2024; 24:268. [PMID: 38605320 PMCID: PMC11008049 DOI: 10.1186/s12870-024-04971-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2024] [Accepted: 04/01/2024] [Indexed: 04/13/2024]
Abstract
BACKGROUND Considering the challenges posed by nitrogen (N) pollution and its impact on food security and sustainability, it is crucial to develop management techniques that optimize N fertilization in croplands. Our research intended to explore the potential benefits of co-inoculation with Azospirillum brasilense and Bacillus subtilis combined with N application rates on corn plants. The study focused on evaluating corn photosynthesis-related parameters, oxidative stress assay, and physiological nutrient use parameters. Focus was placed on the eventual improved capacity of plants to recover N from applied fertilizers (AFR) and enhance N use efficiency (NUE) during photosynthesis. The two-year field trial involved four seed inoculation treatments (control, A. brasilense, B. subtilis, and A. brasilense + B. subtilis) and five N application rates (0 to 240 kg N ha-1, applied as side-dress). RESULTS Our results suggested that the combined effects of microbial consortia and adequate N-application rates played a crucial role in N-recovery; enhanced NUE; increased N accumulation, leaf chlorophyll index (LCI), and shoot and root growth; consequently improving corn grain yield. The integration of inoculation and adequate N rates upregulated CO2 uptake and assimilation, transpiration, and water use efficiency, while downregulated oxidative stress. CONCLUSIONS The results indicated that the optimum N application rate could be reduced from 240 to 175 kg N ha-1 while increasing corn yield by 5.2%. Furthermore, our findings suggest that replacing 240 by 175 kg N ha-1 of N fertilizer (-65 kg N ha-1) with microbial consortia would reduce CO2 emission by 682.5 kg CO2 -e ha-1. Excessive N application, mainly with the presence of beneficial bacteria, can disrupt N-balance in the plant, alter soil and bacteria levels, and ultimately affect plant growth and yield. Hence, highlighting the importance of adequate N management to maximize the benefits of inoculation in agriculture and to counteract N loss from agricultural systems intensification.
Collapse
Affiliation(s)
- Fernando Shintate Galindo
- College of Agricultural and Technological Sciences, Department of Crop Production, São Paulo State University, Dracena, 17900-000, Brazil.
| | - Paulo Humberto Pagliari
- Southwest Research and Outreach Center, Department of Soil, Water, and Climate, University of Minnesota, Lamberton, MN, 56152, USA
| | - Edson Cabral da Silva
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira, 15345-000, Brazil
| | - Bruno Horschut de Lima
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira, 15345-000, Brazil
| | - Guilherme Carlos Fernandes
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira, 15345-000, Brazil
| | - Cassio Carlette Thiengo
- Center for Nuclear Energy in Agriculture, University of São Paulo, Piracicaba, 13416-000, Brazil
| | | | - Arshad Jalal
- King Abdullah University of Science and Technology, Thuwal, 23955-6900, Kingdom of Saudi Arabia
| | - Carlos Eduardo Silva Oliveira
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira, 15345-000, Brazil
| | - Lucila de Sousa Vilela
- College of Agricultural and Technological Sciences, Department of Crop Production, São Paulo State University, Dracena, 17900-000, Brazil
| | - Enes Furlani Junior
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira, 15345-000, Brazil
| | | | - Vagner do Nascimento
- College of Agricultural and Technological Sciences, Department of Crop Production, São Paulo State University, Dracena, 17900-000, Brazil
| | | | - José Lavres
- Center for Nuclear Energy in Agriculture, University of São Paulo, Piracicaba, 13416-000, Brazil
| |
Collapse
|
2
|
Khan A, Ahmad N, Fazal H, Ali M, Akbar F, Khan I, Tayyab M, Uddin MN, Ahmad N, Abdel-Maksoud MA, Saleh IA, Zomot N, AbdElgawad H, Rauf K, Iqbal B, Teixeira Filho MCM, El-Tayeb MA, Jalal A. Correction: Biogenic synthesis of silver nanoparticles using Rubus fruticosus extract and their antibacterial efficacy against Erwinia caratovora and Ralstonia solanacearum phytopathogens. RSC Adv 2024; 14:8040. [PMID: 38454943 PMCID: PMC10918638 DOI: 10.1039/d4ra90016b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Accepted: 02/19/2024] [Indexed: 03/09/2024] Open
Abstract
[This corrects the article DOI: 10.1039/D3RA06723H.].
Collapse
Affiliation(s)
- Adnan Khan
- Centre for Biotechnology and Microbiology, University of Swat Swat-19200 Pakistan
| | - Nisar Ahmad
- Centre for Biotechnology and Microbiology, University of Swat Swat-19200 Pakistan
| | - Hina Fazal
- Pakistan Council of Scientific and Industrial Research (PCSIR) Laboratories Complex Peshawar 25120 Pakistan
| | - Mohammad Ali
- Centre for Biotechnology and Microbiology, University of Swat Swat-19200 Pakistan
| | - Fazal Akbar
- Centre for Biotechnology and Microbiology, University of Swat Swat-19200 Pakistan
| | - Ishaq Khan
- Centre for Biotechnology and Microbiology, University of Swat Swat-19200 Pakistan
| | - Mohammad Tayyab
- IBGE, The University of Agriculture, Peshawar Peshawar 25120 Pakistan
| | - Muhammad Nazir Uddin
- Centre for Biotechnology and Microbiology, University of Swat Swat-19200 Pakistan
| | - Naveed Ahmad
- Department of Horticulture, The University of Agriculture Peshawar Khyber Pakhtunkhwa 22620 Pakistan
| | - Mostafa A Abdel-Maksoud
- Botany and Microbiology Department, College of Science, King Saud University P.O. Box 2455 Riyadh 11451 Saudi Arabia
| | | | - Naser Zomot
- Faculty of Science, Zarqa University Zarqa 13110 Jordan
| | - Hamada AbdElgawad
- Integrated Molecular Plant Physiology Research, Department of Biology, University of Antwerp 2020 Antwerp Belgium
| | - Kamran Rauf
- Department of Horticulture, The University of Agriculture Peshawar Khyber Pakhtunkhwa 22620 Pakistan
| | - Babar Iqbal
- School of Environment and Safety Engineering, Jiangsu University Zhenjiang 212000 China
| | - Marcelo Carvalho Minhoto Teixeira Filho
- School of Engineering, Department of Plant Health, Soil and Rural Engineering, Sao Paulo State University Campus of Ilha Solteira Sao Paulo 15385-000 Brazil
| | - Mohamed A El-Tayeb
- Botany and Microbiology Department, College of Science, King Saud University P.O. Box 2455 Riyadh 11451 Saudi Arabia
| | - Arshad Jalal
- School of Engineering, Department of Plant Health, Soil and Rural Engineering, Sao Paulo State University Campus of Ilha Solteira Sao Paulo 15385-000 Brazil
| |
Collapse
|
3
|
Jalal A, Júnior EF, Teixeira Filho MCM. Interaction of Zinc Mineral Nutrition and Plant Growth-Promoting Bacteria in Tropical Agricultural Systems: A Review. Plants (Basel) 2024; 13:571. [PMID: 38475420 DOI: 10.3390/plants13050571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/31/2023] [Revised: 02/15/2024] [Accepted: 02/16/2024] [Indexed: 03/14/2024]
Abstract
The relationship between zinc mineral nutrition and plant growth-promoting bacteria (PGPB) is pivotal in enhancing agricultural productivity, especially in tropical regions characterized by diverse climatic conditions and soil variability. This review synthesizes and critically evaluates current knowledge regarding the synergistic interaction between zinc mineral nutrition and PGPB in tropical agricultural systems. Zinc is an essential and fundamental micronutrient for various physiological and biochemical processes in plants. Its deficiency affects plant growth and development, decreasing yields and nutritional quality. In tropical regions, where soil zinc availability is often limited or imbalanced, the PGPB, through different mechanisms such as Zn solubilization; siderophore production; and phytohormone synthesis, supports Zn uptake and assimilation, thereby facilitating the adverse effects of zinc deficiency in plants. This review outlines the impacts of Zn-PGPB interactions on plant growth, root architecture, and productivity in tropical agricultural systems. The positive relationship between PGPB and plants facilitates Zn uptake and improves nutrient use efficiency, overall crop performance, and agronomic biofortification. In addition, this review highlights the importance of considering indigenous PGPB strains for specific tropical agroecosystems, acknowledging their adaptability to local conditions and their potential in sustainable agricultural practices. It is concluded that Zn fertilizer and PGPBs have synergistic interactions and can offer promising avenues for sustainable agriculture, addressing nutritional deficiencies, improving crop resilience, and ensuring food security.
Collapse
Affiliation(s)
- Arshad Jalal
- School of Engineering, Department of Plant Health, Soils and Rural Engineering, São Paulo State University (UNESP), Ilha Solteira 15385-000, SP, Brazil
| | - Enes Furlani Júnior
- School of Engineering, Department of Plant Health, Soils and Rural Engineering, São Paulo State University (UNESP), Ilha Solteira 15385-000, SP, Brazil
| | | |
Collapse
|
4
|
Khan A, Ahmad N, Fazal H, Ali M, Akbar F, Khan I, Tayyab M, Uddin MN, Ahmad N, Abdel-Maksoud MA, Saleh IA, Zomot N, AbdElgawad H, Rauf K, Iqbal B, Teixeira Filho MCM, El-Tayeb MA, Jalal A. Biogenic synthesis of silver nanoparticles using Rubus fruticosus extract and their antibacterial efficacy against Erwinia caratovora and Ralstonia solanacearum phytopathogens. RSC Adv 2024; 14:5754-5763. [PMID: 38362085 PMCID: PMC10864949 DOI: 10.1039/d3ra06723h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 01/13/2024] [Indexed: 02/17/2024] Open
Abstract
In the current research, we produced green, cost-effective, eco-friendly silver nanoparticles using a single-step approach. Plants are considered highly desirable systems for nanoparticle synthesis because they possess a variety of secondary metabolites with significant reduction potential. In the current research, the dried leaf extract of Rubus fruticosus was utilized as a capping and reducing agent for the fabrication of silver nanoparticles, to prepare reliable biogenic silver nanoparticles and subsequently to investigate their potential against some common phytopathogens. The prepared silver nanoparticles were exploited to quantify the total flavonoid content (TFC), total phenolic content (TPC) and DPPH-based antioxidant activity. Different concentrations of aqueous extracts of plant leaves and silver nitrate (AgNO3) were reacted, and the color change of the reactant mixture confirmed the formation of Rubus fruticosus leaf-mediated silver nanoparticles (RFL-AgNPs). A series of characterization techniques such as UV-vis spectroscopy, transmission electron microscopy, energy dispersive X-ray analysis and X-ray diffraction revealed the successful synthesis of silver nanoparticles. The surface plasmon resonance peak appeared at 449 nm. XRD analysis demonstrated the crystalline nature, EDX confirmed the purity, and TEM demonstrated that the nanoparticles are mostly spherical in form. Furthermore, the biosynthesized nanoparticles were screened for in vitro antibacterial activity, antioxidant activity, and total phenolic and flavonoid content. The nanoparticles were used in different concentrations alone and in combination with plant extracts to inhibit Erwinia caratovora and Ralstonia solanacearum. In high-throughput assays used to inhibit these plant pathogens, the nanoparticles were highly toxic against bacterial pathogens. This study can be exploited for planta assays against phytopathogens utilizing the same formulations for nanoparticle synthesis and to develop potent antibacterial agents to combat plant diseases.
Collapse
Affiliation(s)
- Adnan Khan
- Centre for Biotechnology and Microbiology, University of Swat Swat-19200 Pakistan
| | - Nisar Ahmad
- Centre for Biotechnology and Microbiology, University of Swat Swat-19200 Pakistan
| | - Hina Fazal
- Pakistan Council of Scientific and Industrial Research (PCSIR) Laboratories Complex Peshawar 25120 Pakistan
| | - Mohammad Ali
- Centre for Biotechnology and Microbiology, University of Swat Swat-19200 Pakistan
| | - Fazal Akbar
- Centre for Biotechnology and Microbiology, University of Swat Swat-19200 Pakistan
| | - Ishaq Khan
- Centre for Biotechnology and Microbiology, University of Swat Swat-19200 Pakistan
| | - Mohammad Tayyab
- IBGE, The University of Agriculture, Peshawar Peshawar 25120 Pakistan
| | - Muhammad Nazir Uddin
- Centre for Biotechnology and Microbiology, University of Swat Swat-19200 Pakistan
| | - Naveed Ahmad
- Department of Horticulture, The University of Agriculture Peshawar Khyber Pakhtunkhwa 22620 Pakistan
| | - Mostafa A Abdel-Maksoud
- Botany and Microbiology Department, College of Science, King Saud University P.O. Box 2455 Riyadh 11451 Saudi Arabia
| | | | - Naser Zomot
- Faculty of Science, Zarqa University Zarqa 13110 Jordan
| | - Hamada AbdElgawad
- Integrated Molecular Plant Physiology Research, Department of Biology, University of Antwerp 2020 Antwerp Belgium
| | - Kamran Rauf
- Department of Horticulture, The University of Agriculture Peshawar Khyber Pakhtunkhwa 22620 Pakistan
| | - Babar Iqbal
- School of Environment and Safety Engineering, Jiangsu University Zhenjiang 212000 China
| | - Marcelo Carvalho Minhoto Teixeira Filho
- School of Engineering, Department of Plant Health, Soil and Rural Engineering, Sao Paulo State University Campus of Ilha Solteira 15385-000 Sao Paulo Brazil
| | - Mohamed A El-Tayeb
- Botany and Microbiology Department, College of Science, King Saud University P.O. Box 2455 Riyadh 11451 Saudi Arabia
| | - Arshad Jalal
- School of Engineering, Department of Plant Health, Soil and Rural Engineering, Sao Paulo State University Campus of Ilha Solteira 15385-000 Sao Paulo Brazil
| |
Collapse
|
5
|
Oliveira CEDS, Jalal A, Aguilar JV, de Camargos LS, Zoz T, Ghaley BB, Abdel-Maksoud MA, Alarjani KM, AbdElgawad H, Teixeira Filho MCM. Yield, nutrition, and leaf gas exchange of lettuce plants in a hydroponic system in response to Bacillus subtilis inoculation. Front Plant Sci 2023; 14:1248044. [PMID: 37954988 PMCID: PMC10634435 DOI: 10.3389/fpls.2023.1248044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Accepted: 10/06/2023] [Indexed: 11/14/2023]
Abstract
Inoculation with Bacillus subtilis is a promising approach to increase plant yield and nutrient acquisition. In this context, this study aimed to estimate the B. subtilis concentration that increases yield, gas exchange, and nutrition of lettuce plants in a hydroponic system. The research was carried out in a greenhouse in Ilha Solteira, Brazil. A randomized block design with five replications was adopted. The treatments consisted of B. subtilis concentrations in nutrient solution [0 mL "non-inoculated", 7.8 × 103, 15.6 × 103, 31.2 × 103, and 62.4 × 103 colony forming units (CFU) mL-1 of nutrient solution]. There was an increase of 20% and 19% in number of leaves and 22% and 25% in shoot fresh mass with B. subtilis concentrations of 15.6 × 103 and 31.2 × 103 CFU mL-1 as compared to the non-inoculated plants, respectively. Also, B. subtilis concentration at 31.2 × 103 CFU mL-1 increased net photosynthesis rate by 95%, intercellular CO2 concentration by 30%, and water use efficiency by 67% as compared to the non-inoculated treatments. The concentration of 7.8 × 103 CFU mL-1 improved shoot accumulation of Ca, Mg, and S by 109%, 74%, and 69%, when compared with non-inoculated plants, respectively. Inoculation with B. subtilis at 15.6 × 103 CFU mL-1 provided the highest fresh leaves yield while inoculation at 15.6 × 103 and 31.2 × 103 CFU mL-1 increased shoot fresh mass and number of leaves. Concentrations of 7.8 × 103 and 15.6 × 103 increased shoot K accumulation. The concentrations of 7.8 × 103, 15.6 × 103, and 31.2 × 103 CFU mL-1 increased shoot N accumulation in hydroponic lettuce plants.
Collapse
Affiliation(s)
- Carlos Eduardo da Silva Oliveira
- Department of Plant Protection, Rural Engineering and Soils, School of Engineering, São Paulo State University - UNESP-FEIS, Ilha Solteira, São Paulo, Brazil
| | - Arshad Jalal
- Department of Plant Protection, Rural Engineering and Soils, School of Engineering, São Paulo State University - UNESP-FEIS, Ilha Solteira, São Paulo, Brazil
| | - Jailson Vieira Aguilar
- Department of Biology and Zootechnics, Lab of Plant Morphology and Anatomy/Lab Plant Metabolism and Physiology, School of Engineering, São Paulo State University - UNESP-FEIS, Ilha Solteira, São Paulo, Brazil
| | - Liliane Santos de Camargos
- Department of Biology and Zootechnics, Lab of Plant Morphology and Anatomy/Lab Plant Metabolism and Physiology, School of Engineering, São Paulo State University - UNESP-FEIS, Ilha Solteira, São Paulo, Brazil
| | - Tiago Zoz
- Department of Crop Science, State University of Mato Grosso do Sul – UEMS, Mundo Novo, Mato Grosso do Sul, Brazil
| | - Bhim Bahadur Ghaley
- Department of Plant and Environmental Sciences, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
| | - Mostafa A. Abdel-Maksoud
- Botany and Microbiology Department, College of Science, King Saud University, Riyadh, Saudi Arabia
| | | | - Hamada AbdElgawad
- Laboratory for Molecular Plant Physiology and Biotechnology, Department of Biology, University of Antwerp, Antwerp, Belgium
| | - Marcelo Carvalho Minhoto Teixeira Filho
- Department of Plant Protection, Rural Engineering and Soils, School of Engineering, São Paulo State University - UNESP-FEIS, Ilha Solteira, São Paulo, Brazil
| |
Collapse
|
6
|
da Silva MB, de Camargos LS, Teixeira Filho MCM, Souza LA, Coscione AR, Lavres J, Abreu-Junior CH, He Z, Zhao F, Jani AD, Capra GF, Nogueira TAR. Residual effects of composted sewage sludge on nitrogen cycling and plant metabolism in a no-till common bean-palisade grass-soybean rotation. Front Plant Sci 2023; 14:1281670. [PMID: 37929176 PMCID: PMC10622979 DOI: 10.3389/fpls.2023.1281670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Accepted: 10/02/2023] [Indexed: 11/07/2023]
Abstract
Introduction and aims In the context of increasing population and decreasing soil fertility, food security is one of humanity's greatest challenges. Large amounts of waste, such as sewage sludge, are produced annually, with their final disposal causing environmental pollution and hazards to human health. Sludge has high amounts of nitrogen (N), and, when safely recycled by applying it into the soil as composted sewage sludge (CSS), its residual effect may provide gradual N release to crops. A field study was conducted in the Brazilian Cerrado. The aims were to investigate the residual effect of successive applications of CSS as a source of N in the common bean (Phaseolus vulgaris L. cv. BRS Estilo)-palisade grass (Urochloa brizantha (A.Rich.) R.D. Webster)-soybean (Glycine max L.) rotation under no-tillage. Additionally, N cycling was monitored through changes in N metabolism; the efficiency of biological N2 fixation (BNF) and its implications for plant nutrition, development, and productivity, was also assessed. Methods The experiment consisted of a randomized complete block design comparing four CSS rates (10, 15, 20, and 25 Mg ha-1, wet basis) to a control treatment (without adding mineral or organic fertilizer) over two crop years. Multiple plant and soil analyses (plant development and crop yield, Falker chlorophyll index (FCI), enzymatic, biochemical, 15N natural abundance, was evaluated, root and shoot N accumulation, etc.) were evaluated. Results and discussion Results showed that CSS: i) maintained adequate N levels for all crops, increasing their productivity; ii) promoted efficient BNF, due to the stability of ureide metabolism in plants and increased protein content; iii) increased the nitrate content and the nitrate reductase activity in soybean; iv) affected urease activity and ammonium content due to changes in the plant's urea metabolism; v) increased N accumulation in the aerial part of palisade grass. Composted sewage sludge can be used as an alternative source to meet crops' N requirements, promoting productivity gains and N cycling through forage and improving N metabolism.
Collapse
Affiliation(s)
- Mariana Bocchi da Silva
- Department of Plant Protection, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira, SP, Brazil
| | - Liliane Santos de Camargos
- Department of Plant Protection, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira, SP, Brazil
| | | | - Lucas Anjos Souza
- Instituto Federal de Educação, Ciência e Tecnologia Goiano, Rio Verde, GO, Brazil
| | - Aline Renée Coscione
- Center of Soils and Environmental Resources of the Campinas Agronomic Institute, Campinas, SP, Brazil
| | - José Lavres
- Center for Nuclear Energy in Agriculture, Universidade de São Paulo, Piracicaba, SP, Brazil
| | | | - Zhenli He
- Indian River Research and Education Center, Institute of Food and Agricultural Sciences, University of Florida, Fort Pierce, FL, United States
| | - Fengliang Zhao
- Environment and Plant Protection Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, China
| | - Arun Dilipkumar Jani
- Department of Biology and Chemistry, California State University, Monterey Bay, Seaside, CA, United States
| | - Gian Franco Capra
- Dipartimento di Architettura, Design e Urbanistica, Università Degli Studi di Sassari, Sassari, Italy
- Desertification Research Centre, Università Degli Studi di Sassari, Sassari, Italy
| | - Thiago Assis Rodrigues Nogueira
- Department of Plant Protection, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira, SP, Brazil
- Department of Agricultural Sciences, School of Agricultural and Veterinarian Sciences, São Paulo State University, Jaboticabal, SP, Brazil
| |
Collapse
|
7
|
das Chagas PHM, Teodoro LPR, Santana DC, Filho MCMT, Coradi PC, Torres FE, Bhering LL, Teodoro PE. Understanding the combining ability of nutritional, agronomic and industrial traits in soybean F 2 progenies. Sci Rep 2023; 13:17909. [PMID: 37864089 PMCID: PMC10589319 DOI: 10.1038/s41598-023-45271-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 10/17/2023] [Indexed: 10/22/2023] Open
Abstract
Obtaining soybean genotypes that combine better nutrient uptake, higher oil and protein levels in the grains, and high grain yield is one of the major challenges for current breeding programs. To avoid the development of unpromising populations, selecting parents for crossbreeding is a crucial step in the breeding pipeline. Therefore, our objective was to estimate the combining ability of soybean cultivars based on the F2 generation, aiming to identify superior segregating parents and populations for agronomic, nutritional and industrial traits. Field experiments were carried out in two locations in the 2020/2021 crop season. Leaf contents of the following nutrients were evaluated: phosphorus, potassium, calcium, magnesium, sulfur, copper, iron, manganese, and zinc. Agronomic traits assessed were days to maturity (DM) and grain yield (GY), while the industrial traits protein, oil, fiber and ash contents were also measured in the populations studied. There was a significant genotype × environment (G × A) interaction for all nutritional traits, except for P content, DM and all industrial traits. The parent G3 and the segregating populations P20 and P27 can be used aiming to obtain higher nutritional efficiency in new soybean cultivars. The segregating populations P11 and P26 show higher potential for selecting soybean genotypes that combine earliness and higher grain yield. The parent G5 and segregant population P6 are promising for selection seeking improvement of industrial traits in soybean.
Collapse
Affiliation(s)
| | | | | | | | - Paulo Carteri Coradi
- Department of Agricultural Engineering, Federal University of Santa Maria, Cachoeira do Sul, RS, 96503-205, Brazil
| | | | | | - Paulo Eduardo Teodoro
- Federal University of Mato Grosso do Sul (UFMS), Chapadão do Sul, MS, 79560-000, Brazil.
| |
Collapse
|
8
|
da Silva Oliveira CE, Jalal A, Vitória LS, Giolo VM, Oliveira TJSS, Aguilar JV, de Camargos LS, Brambilla MR, Fernandes GC, Vargas PF, Zoz T, Filho MCMT. Inoculation with Azospirillum brasilense Strains AbV5 and AbV6 Increases Nutrition, Chlorophyll, and Leaf Yield of Hydroponic Lettuce. Plants (Basel) 2023; 12:3107. [PMID: 37687354 PMCID: PMC10490540 DOI: 10.3390/plants12173107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Revised: 08/05/2023] [Accepted: 08/06/2023] [Indexed: 09/10/2023]
Abstract
Inoculation with Azospirillum brasilense has promisingly increased plant yield and nutrient acquisition. The study aimed to estimate the dose of A. brasilense that increases yield, gas exchange, nutrition, and foliar nitrate reduction. The research was carried out in a greenhouse at Ilha Solteira, in a hydroponic system in randomized blocks with four replicates. The treatments consisted of doses of inoculation with A. brasilense strains AbV5 and AbV6 via nutrient solution (0, 8, 16, 32, and 64 mL 100 L-1). Inoculation with A. brasilense at calculated doses between 20 and 44 mL provided the highest fresh and dry mass of shoots and roots, number of leaves, and leaf yield. In addition, the calculated doses of inoculation with A. brasilense increased the accumulation of N, P, K, Ca, Mg, S, B, Fe, Mn, and Zn in shoots and roots, except the accumulation of Ca in roots. It also increased cell membrane integrity index (15%), relative water content (13%), net photosynthesis rate (85%), intracellular CO2 concentration (15%), total chlorophyll (46%), stomatal conductance (56%), transpiration (15%), and water use efficiency (59%). Hence, inoculation with A. brasilense at doses between 20 and 44 mL 100 L-1 is considered the best approach for increasing the growth, yield, accumulation of nutrients, and gas exchange of hydroponically grown iceberg lettuce.
Collapse
Affiliation(s)
- Carlos Eduardo da Silva Oliveira
- Department of Plant Protection, Rural Engineering and Soils, Faculty of Engineering, São Paulo State University—UNESP-FEIS, Ilha Solteira 15385-000, SP, Brazil; (A.J.); (L.S.V.); (V.M.G.); (T.J.S.S.O.); (G.C.F.)
| | - Arshad Jalal
- Department of Plant Protection, Rural Engineering and Soils, Faculty of Engineering, São Paulo State University—UNESP-FEIS, Ilha Solteira 15385-000, SP, Brazil; (A.J.); (L.S.V.); (V.M.G.); (T.J.S.S.O.); (G.C.F.)
| | - Letícia Schenaide Vitória
- Department of Plant Protection, Rural Engineering and Soils, Faculty of Engineering, São Paulo State University—UNESP-FEIS, Ilha Solteira 15385-000, SP, Brazil; (A.J.); (L.S.V.); (V.M.G.); (T.J.S.S.O.); (G.C.F.)
| | - Victoria Moraes Giolo
- Department of Plant Protection, Rural Engineering and Soils, Faculty of Engineering, São Paulo State University—UNESP-FEIS, Ilha Solteira 15385-000, SP, Brazil; (A.J.); (L.S.V.); (V.M.G.); (T.J.S.S.O.); (G.C.F.)
| | - Thaissa Julyanne Soares Sena Oliveira
- Department of Plant Protection, Rural Engineering and Soils, Faculty of Engineering, São Paulo State University—UNESP-FEIS, Ilha Solteira 15385-000, SP, Brazil; (A.J.); (L.S.V.); (V.M.G.); (T.J.S.S.O.); (G.C.F.)
| | - Jailson Vieira Aguilar
- Department of Biology and Zootechny, Faculty of Engineering, São Paulo State University—UNESP-FEIS, Ilha Solteira 15385-000, SP, Brazil; (J.V.A.); (L.S.d.C.); (M.R.B.)
| | - Liliane Santos de Camargos
- Department of Biology and Zootechny, Faculty of Engineering, São Paulo State University—UNESP-FEIS, Ilha Solteira 15385-000, SP, Brazil; (J.V.A.); (L.S.d.C.); (M.R.B.)
| | - Matheus Ribeiro Brambilla
- Department of Biology and Zootechny, Faculty of Engineering, São Paulo State University—UNESP-FEIS, Ilha Solteira 15385-000, SP, Brazil; (J.V.A.); (L.S.d.C.); (M.R.B.)
| | - Guilherme Carlos Fernandes
- Department of Plant Protection, Rural Engineering and Soils, Faculty of Engineering, São Paulo State University—UNESP-FEIS, Ilha Solteira 15385-000, SP, Brazil; (A.J.); (L.S.V.); (V.M.G.); (T.J.S.S.O.); (G.C.F.)
| | - Pablo Forlan Vargas
- Tropical Root and Starches Center (CERAT), Faculty of Agricultural Science, São Paulo State University—UNESP-FCA, Botucatu 18610-034, SP, Brazil;
| | - Tiago Zoz
- Unit of Mundo Novo, Department of Crop Science, State University of Mato Grosso do Sul—UEMS, Mundo Novo 79980-000, MS, Brazil;
| | - Marcelo Carvalho Minhoto Teixeira Filho
- Department of Plant Protection, Rural Engineering and Soils, Faculty of Engineering, São Paulo State University—UNESP-FEIS, Ilha Solteira 15385-000, SP, Brazil; (A.J.); (L.S.V.); (V.M.G.); (T.J.S.S.O.); (G.C.F.)
| |
Collapse
|
9
|
Vicentini ME, da Silva PA, Canteral KFF, De Lucena WB, de Moraes MLT, Montanari R, Filho MCMT, Peruzzi NJ, La Scala N, De Souza Rolim G, Panosso AR. Artificial neural networks and adaptive neuro-fuzzy inference systems for prediction of soil respiration in forested areas southern Brazil. Environ Monit Assess 2023; 195:1074. [PMID: 37615714 DOI: 10.1007/s10661-023-11679-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Accepted: 08/04/2023] [Indexed: 08/25/2023]
Abstract
The purpose of this study was to estimate the temporal variability of CO2 emission (FCO2) from O2 influx into the soil (FO2) in a reforested area with native vegetation in the Brazilian Cerrado, as well as to understand the dynamics of soil respiration in this ecosystem. The database is composed of soil respiration data, agroclimatic variables, improved vegetation index (EVI), and soil attributes used to train machine learning algorithms: artificial neural network (ANN) and an adaptive neuro-fuzzy inference system (ANFIS). The predictive performance was evaluated based on the mean absolute error (MEA), root mean square error (RMSE), mean absolute percentage error (MAPE), agreement index (d), confidence coefficient (c), and coefficient of determination (R2). The best estimation results for validation were FCO2 with multilayer perceptron neural network (MLP) (R2 = 0.53, RMSE = 0.967 µmol m-2 s-1) and radial basis function neural network (RBF) (R2 = 0.54, RMSE = 0.884 µmol m-2 s-1) and FO2 with MLP (R2 = 0.45, RMSE = 0.093 mg m-2 s-1) and RBF (R2 = 0.74, 0.079 mg m-2 s-1). Soil temperature and macroporosity are important predictors of FCO2 and FO2. The best combination of variables for training the ANFIS was selected based on trial and error. The results were as follows: FCO2 (R2 = 16) and FO2 (R2 = 29). In all models, FCO2 outperformed FO2. A primary factor analysis was performed, and FCO2 and FO2 correlated best with the weather and soil attributes, respectively.
Collapse
Affiliation(s)
- Maria Elisa Vicentini
- Department Engineering and Exact Sciences, School of Agricultural and Veterinarian Sciences, São Paulo State University (FCAV/UNESP), Via de Acesso Prof. Paulo Donato Castellane S/N, Jaboticabal, São Paulo, 14884-900, Brazil.
| | - Paulo Alexandre da Silva
- Department Engineering and Exact Sciences, School of Agricultural and Veterinarian Sciences, São Paulo State University (FCAV/UNESP), Via de Acesso Prof. Paulo Donato Castellane S/N, Jaboticabal, São Paulo, 14884-900, Brazil
| | - Kleve Freddy Ferreira Canteral
- Department Engineering and Exact Sciences, School of Agricultural and Veterinarian Sciences, São Paulo State University (FCAV/UNESP), Via de Acesso Prof. Paulo Donato Castellane S/N, Jaboticabal, São Paulo, 14884-900, Brazil
| | - Wanderson Benerval De Lucena
- Department Engineering and Exact Sciences, School of Agricultural and Veterinarian Sciences, São Paulo State University (FCAV/UNESP), Via de Acesso Prof. Paulo Donato Castellane S/N, Jaboticabal, São Paulo, 14884-900, Brazil
| | - Mario Luiz Teixeira de Moraes
- Department of Phytotecnics, Faculty of Engineer (FEIS/UNESP), Avenida Brasil-Centro, Ilha Solteira, São Paulo, 15385-000, Brazil
| | - Rafael Montanari
- Department of Phytosanity, Rural Engineering and Soils, Faculty of Engineer (FEIS/UNESP), Avenida Brasil-Centro, Ilha Solteira, São Paulo, 15385-000, Brazil
| | - Marcelo Carvalho Minhoto Teixeira Filho
- Department of Phytosanity, Rural Engineering and Soils, Faculty of Engineer (FEIS/UNESP), Avenida Brasil-Centro, Ilha Solteira, São Paulo, 15385-000, Brazil
| | - Nelson José Peruzzi
- Department Engineering and Exact Sciences, School of Agricultural and Veterinarian Sciences, São Paulo State University (FCAV/UNESP), Via de Acesso Prof. Paulo Donato Castellane S/N, Jaboticabal, São Paulo, 14884-900, Brazil
| | - Newton La Scala
- Department Engineering and Exact Sciences, School of Agricultural and Veterinarian Sciences, São Paulo State University (FCAV/UNESP), Via de Acesso Prof. Paulo Donato Castellane S/N, Jaboticabal, São Paulo, 14884-900, Brazil
| | - Glauco De Souza Rolim
- Department Engineering and Exact Sciences, School of Agricultural and Veterinarian Sciences, São Paulo State University (FCAV/UNESP), Via de Acesso Prof. Paulo Donato Castellane S/N, Jaboticabal, São Paulo, 14884-900, Brazil
| | - Alan Rodrigo Panosso
- Department Engineering and Exact Sciences, School of Agricultural and Veterinarian Sciences, São Paulo State University (FCAV/UNESP), Via de Acesso Prof. Paulo Donato Castellane S/N, Jaboticabal, São Paulo, 14884-900, Brazil
| |
Collapse
|
10
|
Fernandes GC, Rosa PAL, Jalal A, Oliveira CEDS, Galindo FS, Viana RDS, De Carvalho PHG, Silva ECD, Nogueira TAR, Al-Askar AA, Hashem AH, AbdElgawad H, Teixeira Filho MCM. Technological Quality of Sugarcane Inoculated with Plant-Growth-Promoting Bacteria and Residual Effect of Phosphorus Rates. Plants (Basel) 2023; 12:2699. [PMID: 37514313 PMCID: PMC10385306 DOI: 10.3390/plants12142699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 07/11/2023] [Accepted: 07/18/2023] [Indexed: 07/30/2023]
Abstract
Phosphate fertilization in highly weathered soils has been a major challenge for sugarcane production. The objective of this work was to evaluate the foliar levels of phosphorus (P) and nitrogen (N) and the technological quality and productivity of second ratoon cane as a function of inoculation with plant-growth-promoting bacteria (PGPBs) together with the residual effect of phosphate fertilization. The experiment was carried out at the research and extension farm of Ilha Solteira, state of São Paulo, Brazil. The experiment was designed in a randomized block with three replications in a 5 × 8 factorial scheme. The treatments consisted of five residual doses of phosphorus (0, 45, 90, 135 and 180 kg ha-1 of P2O5, 46% P) applied at planting from the source of triple superphosphate and eight inoculations from three species of PGPB (Azospirillum brasilense, Bacillus subtilis and Pseudomonas fluorescens), applied in single or co-inoculation at the base of stems of sugarcane variety RB92579. Inoculation with PGPBs influenced leaf N concentration, while inoculations with Pseudomonas fluorescens and combinations of bacteria together with the highest doses exerted a positive effect on leaf P concentration. Co-inoculation with A. brasilense + Pseudomonas fluorescens associated with a residual dose of 135 kg ha-1 of P2O5 increased stem productivity by 42%. Thus, it was concluded that inoculations with Pseudomonas fluorescens and their combinations are beneficial for the sugarcane crop, reducing phosphate fertilization and increasing productivity.
Collapse
Affiliation(s)
- Guilherme Carlos Fernandes
- Department of Plant Health, College of Engineering, São Paulo State University (UNESP), Rural Engineering and Soils, Ilha Solteira 15385-000, SP, Brazil
| | - Poliana Aparecida Leonel Rosa
- Department of Plant Health, College of Engineering, São Paulo State University (UNESP), Rural Engineering and Soils, Ilha Solteira 15385-000, SP, Brazil
| | - Arshad Jalal
- Department of Plant Health, College of Engineering, São Paulo State University (UNESP), Rural Engineering and Soils, Ilha Solteira 15385-000, SP, Brazil
| | - Carlos Eduardo da Silva Oliveira
- Department of Plant Health, College of Engineering, São Paulo State University (UNESP), Rural Engineering and Soils, Ilha Solteira 15385-000, SP, Brazil
| | - Fernando Shintate Galindo
- Department of Plant Production, Faculty of Agricultural and Technological Sciences, São Paulo State University (UNESP), Dracena 17900-000, SP, Brazil
| | - Ronaldo da Silva Viana
- Department of Plant Production, Faculty of Agricultural and Technological Sciences, São Paulo State University (UNESP), Dracena 17900-000, SP, Brazil
| | - Pedro Henrique Gomes De Carvalho
- Department of Plant Health, College of Engineering, São Paulo State University (UNESP), Rural Engineering and Soils, Ilha Solteira 15385-000, SP, Brazil
| | - Edson Cabral da Silva
- Department of Plant Health, College of Engineering, São Paulo State University (UNESP), Rural Engineering and Soils, Ilha Solteira 15385-000, SP, Brazil
| | - Thiago Assis Rodrigues Nogueira
- Department of Plant Health, College of Engineering, São Paulo State University (UNESP), Rural Engineering and Soils, Ilha Solteira 15385-000, SP, Brazil
- Department of Agricultural Sciences, School of Agricultural and Veterinarian Sciences, São Paulo State University (UNESP), Via do Prof Access Paulo Donato Castellane, s/n, Jabotcabal 14884-900, SP, Brazil
| | - Abdulaziz A Al-Askar
- Department of Botany and Microbiology, Faculty of Science, King Saud University, Riyadh 11451, Saudi Arabia
| | - Amr H Hashem
- Botany and Microbiology Department, Faculty of Science, Al-Azhar University, Cairo 11884, Egypt
| | - Hamada AbdElgawad
- Integrated Molecular Plant Physiology Research, Department of Biology, University of Antwerp, 2020 Antwerp, Belgium
| | | |
Collapse
|
11
|
Oliveira GSD, Jalal A, Prates AR, Teixeira Filho MCM, Alves RS, Silva LC, Nascimento REND, Silva PST, Arf O, Galindo FS, Oliveira FC, Abreu-Junior CH, Jani AD, Capra GF, Nogueira TAR. Common Bean Productivity and Micronutrients in the Soil-Plant System under Residual Applications of Composted Sewage Sludge. Plants (Basel) 2023; 12:plants12112153. [PMID: 37299132 DOI: 10.3390/plants12112153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Revised: 05/19/2023] [Accepted: 05/24/2023] [Indexed: 06/12/2023]
Abstract
Composted sewage sludge (CSS) is an organic fertilizer that can be used as a source of micronutrients in agriculture. However, there are few studies with CSS to supply micronutrients for the bean crop. We aimed to evaluate micronutrient concentrations in the soil and their effects on nutrition, extraction, export, and grain yield in response to CSS residual application. The experiment was carried out in the field at Selvíria-MS, Brazil. The common bean cv. BRS Estilo was cultivated in two agricultural years (2017/18 and 2018/19). The experiment was designed in randomized blocks with four replications. Six different treatments were compared: (i) four increasing CSS rates, i.e., CSS5.0 (5.0 t ha-1 of applied CSS, wet basis), CSS7.5, CSS10.0, CSS12.5; (ii) a conventional mineral fertilizer (CF); (iii) a control (CT) without CSS and CF application. The available levels of B, Cu, Fe, Mn, and Zn were evaluated in soil samples collected in the 0-0.2 and 0.2-0.4 m soil surface horizons. The concentration, extraction, and export of micronutrients in the leaf and productivity of common beans were evaluated. The concentration of Cu, Fe, and Mn ranged from medium to high in soil. The available levels of B and Zn in the soil increased with the residual rates of CSS, which were statistically not different from the treatments with CF. The nutritional status of the common bean remained adequate. The common bean showed a higher requirement for micronutrients in the second year. The leaf concentration of B and Zn increased in the CSS7.5 and CSS10.0 treatments. There was a greater extraction of micronutrients in the second year. Productivity was not influenced by the treatments; however, it was higher than the Brazilian national average. Micronutrients exported to grains varied between growing years but were not influenced by treatments. We conclude that CSS can be used as an alternative source of micronutrients for common beans grown in winter.
Collapse
Affiliation(s)
- Gabriela Souza de Oliveira
- Department of Plant Protection, Rural Engineering and Soils, São Paulo State University, Av. Brasil n◦ 56, Ilha Solteira 15385-000, SP, Brazil
| | - Arshad Jalal
- Department of Plant Protection, Rural Engineering and Soils, São Paulo State University, Av. Brasil n◦ 56, Ilha Solteira 15385-000, SP, Brazil
| | - Adrielle Rodrigues Prates
- Department of Plant Protection, Rural Engineering and Soils, São Paulo State University, Av. Brasil n◦ 56, Ilha Solteira 15385-000, SP, Brazil
| | | | - Rodrigo Silva Alves
- Department of Plant Protection, Rural Engineering and Soils, São Paulo State University, Av. Brasil n◦ 56, Ilha Solteira 15385-000, SP, Brazil
| | - Luana Corrêa Silva
- Department of Agricultural Sciences, School of Agricultural and Veterinarian Sciences, São Paulo State University, Via de Prof Access Paulo Donato Castellane, s/n, Jaboticabal 14884-900, SP, Brazil
| | - Raimunda Eliane Nascimento do Nascimento
- Department of Agricultural Sciences, School of Agricultural and Veterinarian Sciences, São Paulo State University, Via de Prof Access Paulo Donato Castellane, s/n, Jaboticabal 14884-900, SP, Brazil
| | - Philippe Solano Toledo Silva
- Department of Agricultural Sciences, School of Agricultural and Veterinarian Sciences, São Paulo State University, Via de Prof Access Paulo Donato Castellane, s/n, Jaboticabal 14884-900, SP, Brazil
| | - Orivaldo Arf
- Department of Plant Technology, Food Technology and Partner Economics, São Paulo State University, Av. Brazil Sul n◦ 56, Ilha Solteira 15385-000, SP, Brazil
| | - Fernando Shintate Galindo
- School of Agricultural and Technological Sciences, Sao Paulo State University, Rod. Captain João Ribeiro de Barros km 651, Dracena 17900-000, SP, Brazil
| | | | - Cassio Hamilton Abreu-Junior
- Center for Nuclear Energy in Agriculture, University of Sao Paulo, Av. Centenário n◦ 303, Piracicaba 13416-000, SP, Brazil
| | - Arun Dilipkumar Jani
- Department of Biology and Chemistry, California State University, Monterey Bay, Seaside, CA 93955, USA
| | - Gian Franco Capra
- Dipartimento di Architettura, Design e Urbanistica, Università degli Studi di Sassari, Polo Bionaturalistico, Via Piandanna n◦ 4, 07100 Sassari, Italy
- Desertification Research Centre, Università degli Studi di Sassari, Viale Italia n◦ 39, 07100 Sassari, Italy
| | - Thiago Assis Rodrigues Nogueira
- Department of Plant Protection, Rural Engineering and Soils, São Paulo State University, Av. Brasil n◦ 56, Ilha Solteira 15385-000, SP, Brazil
- Department of Agricultural Sciences, School of Agricultural and Veterinarian Sciences, São Paulo State University, Via de Prof Access Paulo Donato Castellane, s/n, Jaboticabal 14884-900, SP, Brazil
| |
Collapse
|
12
|
Jalal A, Oliveira CEDS, Fernandes GC, da Silva EC, da Costa KN, de Souza JS, Leite GDS, Biagini ALC, Galindo FS, Teixeira Filho MCM. Integrated use of plant growth-promoting bacteria and nano-zinc foliar spray is a sustainable approach for wheat biofortification, yield, and zinc use efficiency. Front Plant Sci 2023; 14:1146808. [PMID: 37223804 PMCID: PMC10200892 DOI: 10.3389/fpls.2023.1146808] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 04/19/2023] [Indexed: 05/25/2023]
Abstract
Introduction and aims The intensive cropping system and imbalance use of chemical fertilizers to pursue high grain production and feed the fast-growing global population has disturbed agricultural sustainability and nutritional security. Understanding micronutrient fertilizer management especially zinc (Zn) through foliar application is a crucial agronomic approach that could improve agronomic biofortification of staple grain crops. The use of plant growth-promoting bacteria (PGPBs) is considered as one of the sustainable and safe strategies that could improve nutrient acquisition and uptake in edible tissues of wheat to combat Zn malnutrition and hidden hunger in humans. Therefore, the objective of this study was to evaluate the best-performing PGPB inoculants in combination with nano-Zn foliar application on the growth, grain yield, and concentration of Zn in shoots and grains, Zn use efficiencies, and estimated Zn intake under wheat cultivation in the tropical savannah of Brazil. Methods The treatments consisted of four PGPB inoculations (without inoculation, Azospirillum brasilense, Bacillus subtilis, and Pseudomonas fluorescens, applied by seeds) and five Zn doses (0, 0.75, 1.5, 3, and 6 kg ha-1, applied from nano ZnO in two splits by leaf). Results Inoculation of B. subtilis and P. fluorescens in combination with 1.5 kg ha-1 foliar nano-Zn fertilization increased the concentration of Zn, nitrogen, and phosphorus in the shoot and grain of wheat in the 2019 and 2020 cropping seasons. Shoot dry matter was increased by 5.3% and 5.4% with the inoculation of P. fluorescens, which was statistically not different from the treatments with inoculation of B. subtilis as compared to control. The grain yield of wheat was increased with increasing nano-Zn foliar application up to 5 kg Zn ha-1 with the inoculation of A. brasilense in 2019, and foliar nano-Zn up to a dose of 1.5 kg ha-1 along with the inoculation of P. fluorescens in the 2020 cropping season. The zinc partitioning index was increased with increasing nano Zn application up to 3 kg ha-1 along with the inoculation of P. fluorescens. Zinc use efficiency and applied Zn recovery were improved at low doses of nano-Zn application in combination with the inoculation of A. brasilense, B. subtilis, and P. fluorescens, respectively, as compared to control. Discussion Therefore, inoculation with B. subtilis and P. fluorescens along with foliar nano-Zn application is considered a sustainable and environmentally safe strategy to increase nutrition, growth, productivity, and Zn biofortification of wheat in tropical savannah.
Collapse
Affiliation(s)
- Arshad Jalal
- Department of Rural Engineering, Plant Health and Soils, São Paulo State University (UNESP), Ilha Solteira, Brazil
| | | | - Guilherme Carlos Fernandes
- Department of Rural Engineering, Plant Health and Soils, São Paulo State University (UNESP), Ilha Solteira, Brazil
| | - Edson Cabral da Silva
- Department of Rural Engineering, Plant Health and Soils, São Paulo State University (UNESP), Ilha Solteira, Brazil
| | - Kaway Nunes da Costa
- Department of Rural Engineering, Plant Health and Soils, São Paulo State University (UNESP), Ilha Solteira, Brazil
| | - Jeferson Silva de Souza
- Department of Rural Engineering, Plant Health and Soils, São Paulo State University (UNESP), Ilha Solteira, Brazil
| | - Gabriel da Silva Leite
- Department of Rural Engineering, Plant Health and Soils, São Paulo State University (UNESP), Ilha Solteira, Brazil
| | | | - Fernando Shintate Galindo
- Faculty of Agricultural Sciences and Technology, Department of Plant Production, São Paulo State University (UNESP), Dracena, Brazil
| | | |
Collapse
|
13
|
Jalal A, Oliveira CEDS, Rosa PAL, Galindo FS, Teixeira Filho MCM. Beneficial Microorganisms Improve Agricultural Sustainability under Climatic Extremes. Life (Basel) 2023; 13:life13051102. [PMID: 37240747 DOI: 10.3390/life13051102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Revised: 04/08/2023] [Accepted: 04/24/2023] [Indexed: 05/28/2023] Open
Abstract
The challenging alterations in climate in the last decades have had direct and indirect influences on biotic and abiotic stresses that have led to devastating implications on agricultural crop production and food security. Extreme environmental conditions, such as abiotic stresses, offer great opportunities to study the influence of different microorganisms in plant development and agricultural productivity. The focus of this review is to highlight the mechanisms of plant growth-promoting microorganisms (especially bacteria and fungi) adapted to environmental induced stresses such as drought, salinity, heavy metals, flooding, extreme temperatures, and intense light. The present state of knowledge focuses on the potential, prospective, and biotechnological approaches of plant growth-promoting bacteria and fungi to improve plant nutrition, physio-biochemical attributes, and the fitness of plants under environmental stresses. The current review focuses on the importance of the microbial community in improving sustainable crop production under changing climatic scenarios.
Collapse
Affiliation(s)
- Arshad Jalal
- Department of Plant Health, Rural Engineering and Soils, Faculty of Engineering, São Paulo State University (UNESP), Av. Brasil 56-Centro, Ilha Solteira 15385-000, SP, Brazil
| | - Carlos Eduardo da Silva Oliveira
- Department of Plant Health, Rural Engineering and Soils, Faculty of Engineering, São Paulo State University (UNESP), Av. Brasil 56-Centro, Ilha Solteira 15385-000, SP, Brazil
| | - Poliana Aparecida Leonel Rosa
- Department of Plant Health, Rural Engineering and Soils, Faculty of Engineering, São Paulo State University (UNESP), Av. Brasil 56-Centro, Ilha Solteira 15385-000, SP, Brazil
| | - Fernando Shintate Galindo
- Faculty of Agricultural Sciences and Technology, São Paulo State University (UNESP), Campus of Dracena, Sao Paulo 17900-000, SP, Brazil
| | - Marcelo Carvalho Minhoto Teixeira Filho
- Department of Plant Health, Rural Engineering and Soils, Faculty of Engineering, São Paulo State University (UNESP), Av. Brasil 56-Centro, Ilha Solteira 15385-000, SP, Brazil
| |
Collapse
|
14
|
Gaspareto RN, Jalal A, Ito WCN, Oliveira CEDS, Garcia CMDP, Boleta EHM, Rosa PAL, Galindo FS, Buzetti S, Ghaley BB, Filho MCMT. Inoculation with Plant Growth-Promoting Bacteria and Nitrogen Doses Improves Wheat Productivity and Nitrogen Use Efficiency. Microorganisms 2023; 11:microorganisms11041046. [PMID: 37110469 PMCID: PMC10142644 DOI: 10.3390/microorganisms11041046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 04/08/2023] [Accepted: 04/10/2023] [Indexed: 04/29/2023] Open
Abstract
Wheat is one of the staple foods of the global population due to its adaptability to a wide range of environments. Nitrogen is one of the crucial limiting factors in wheat production and is considered a challenge to food security. Therefore, sustainable agricultural technologies such as seed inoculation with plant growth-promoting bacteria (PGPBs) can be adopted to promote biological nitrogen fixation (BNF) for higher crop productivity. In this context, the objective of the current study was to evaluate the effects of nitrogen fertilization and seed inoculations with Azospirillum brasilense, Bacillus subtilis and A. brasilense + B. subtilis on agronomic and yield attributes, grain yield, grain N accumulation, N use efficiency and applied N recovery in Brazilian Cerrado, which consists of gramineous woody savanna. The experiment was carried out in two cropping seasons in Rhodic Haplustox soil under a no-tillage system. The experiment was designed in a randomized complete block in a 4 × 5 factorial scheme, with four replications. The treatments consisted of four seed inoculations (control-without inoculation, inoculation with A. brasilense, B. subtilis and A. brasilense + B. subtilis) under five N doses (0, 40, 80, 120 and 160 kg ha-1, applied from urea) at the wheat tillering stage. Seed co-inoculation with A. brasilense + B. subtilis increased grain N accumulation, number of spikes m-1, grains spike-1 and grain yield of wheat in an irrigated no-tillage system of tropical savannah, regardless of the applied N doses. Nitrogen fertilization at a dose of 80 kg ha-1 significantly increased grain N accumulation and number of grains spikes-1 and nitrogen use efficiency. Recovery of applied N was increased with inoculation of B. subtilis and co-inoculation of A. brasilense + B. subtilis at increasing N doses. Therefore, N fertilization can be reduced by the inclusion of co-inoculation with A. brasilense + B. subtilis in the cultivation of winter wheat under a no-tillage system of Brazilian Cerrado.
Collapse
Affiliation(s)
- Rafaela Neris Gaspareto
- Department of Plant Protection, Rural Engineering and Soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira 15385-000, SP, Brazil
| | - Arshad Jalal
- Department of Plant Protection, Rural Engineering and Soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira 15385-000, SP, Brazil
| | - William Cesar Nishimoto Ito
- Department of Plant Protection, Rural Engineering and Soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira 15385-000, SP, Brazil
| | - Carlos Eduardo da Silva Oliveira
- Department of Plant Protection, Rural Engineering and Soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira 15385-000, SP, Brazil
| | - Cássia Maria de Paula Garcia
- Department of Plant Protection, Rural Engineering and Soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira 15385-000, SP, Brazil
| | | | - Poliana Aparecida Leonel Rosa
- Department of Plant Protection, Rural Engineering and Soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira 15385-000, SP, Brazil
| | - Fernando Shintate Galindo
- Department of Crop Production, College of Agricultural and Technology Sciences, São Paulo State University (UNESP), Dracena 17900-000, SP, Brazil
| | - Salatiér Buzetti
- Department of Plant Protection, Rural Engineering and Soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira 15385-000, SP, Brazil
| | - Bhim Bahadur Ghaley
- Department of Plant and Environmental Sciences, Faculty of Science, University of Copenhagen, 2630 Taastrup, Denmark
| | | |
Collapse
|
15
|
Jalal A, Oliveira CEDS, Bastos ADC, Fernandes GC, de Lima BH, Furlani Junior E, de Carvalho PHG, Galindo FS, Gato IMB, Teixeira Filho MCM. Nanozinc and plant growth-promoting bacteria improve biochemical and metabolic attributes of maize in tropical Cerrado. Front Plant Sci 2023; 13:1046642. [PMID: 36714773 PMCID: PMC9878843 DOI: 10.3389/fpls.2022.1046642] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Accepted: 12/05/2022] [Indexed: 05/10/2023]
Abstract
Introduction Plant growth-promoting bacteria (PGPBs) could be developed as a sustainable strategy to promote plant growth and yield to feed the ever-growing global population with nutritious food. Foliar application of nano-zinc oxide (ZnO) is an environmentally safe strategy that alleviates zinc (Zn) malnutrition by improving biochemical attributes and storage proteins of grain. Methods In this context, the current study aimed to investigate the combined effect of seed inoculation with PGPBs and foliar nano-ZnO application on the growth, biochemical attributes, nutrient metabolism, and yield of maize in the tropical savannah of Brazil. The treatments consisted of four PGPB inoculations [i.e., without inoculation, Azospirillum brasilense (A. brasilense), Bacillus subtilis (B. subtilis), Pseudomonas fluorescens (P. fluorescens), which was applied on the seeds] and two doses of Zn (i.e., 0 and 3 kg ha-1, applied from nano-ZnO in two splits on the leaf). Results Inoculation of B. subtilis with foliar ZnO application increased shoot dry matter (7.3 and 9.8%) and grain yield (17.1 and 16.7%) in 2019-20 and 2020-2021 crop seasons respectively. Inoculation with A. brasilense increased 100-grains weight by 9.5% in both crop seasons. Shoot Zn accumulation was improved by 30 and 51% with inoculation of P. fluorescens in 2019-20 and 2020-2021 crop seasons. Whereas grain Zn accumulation was improved by 49 and 50.7% with inoculation of B. subtilis and P. fluorescens respectively. In addition, biochemical attributes (chlorophyll a, b and total, carotenoids, total soluble sugar and amino acids) were improved with inoculation of B. subtilis along with foliar nano ZnO application as compared to other treatments. Co-application of P. fluorescens with foliar ZnO improved concentration of grains albumin (20 and 13%) and globulin (39 and 30%). Also, co-application of B. subtilis and foliar ZnO improved concentration of grains glutelin (8.8 and 8.7%) and prolamin (15 and 21%) in first and second seasons. Discussion Therefore, inoculation of B. subtilis and P. fluorescens with foliar nano-ZnO application is considered a sustainable and environmentally safe strategy for improving the biochemical, metabolic, nutritional, and productivity attributes of maize in tropical Savannah regions.
Collapse
Affiliation(s)
- Arshad Jalal
- Department of Plant Protection, Rural Engineering and Soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira, Brazil
| | | | - Andréa de Castro Bastos
- Department of Plant Protection, Rural Engineering and Soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira, Brazil
| | - Guilherme Carlos Fernandes
- Department of Plant Protection, Rural Engineering and Soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira, Brazil
| | - Bruno Horschut de Lima
- Department of Plant Protection, Rural Engineering and Soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira, Brazil
| | - Enes Furlani Junior
- Department of Plant Science, Food Technology and Socio-Economics, São Paulo State University (UNESP), Ilha Solteira, Brazil
| | | | | | - Isabela Martins Bueno Gato
- Department of Plant Protection, Rural Engineering and Soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira, Brazil
| | | |
Collapse
|
16
|
Tunçtürk M, Rezaee Danesh Y, Tunçtürk R, Oral E, Najafi S, Nohutçu L, Jalal A, da Silva Oliveira CE, Filho MCMT. Safflower ( Carthamus tinctorius L.) Response to Cadmium Stress: Morpho-Physiological Traits and Mineral Concentrations. Life (Basel) 2023; 13:life13010135. [PMID: 36676083 PMCID: PMC9861005 DOI: 10.3390/life13010135] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Revised: 12/10/2022] [Accepted: 12/15/2022] [Indexed: 01/05/2023]
Abstract
Cadmium is a widely distributed heavy metal in agricultural soils that affects plant growth and productivity. In this context, the current study investigated the effects of different cadmium (Cd) doses (0, 25, 50, 75, and 100 mg L-1 of CdSO4) on the growth and physiological attributes of safflower (Carthamus tinctorius L.) including plant height (cm), root length (cm), fresh weight (g) of root, stem, and leaves, leaf number, macro and micro-nutrients, Se, and heavy metal (Cd, Cr, and Pb) content. The experiment was carried out in a completely randomized design (CRD) with four replicates. The results showed that Cd stress significantly negatively affected all growth indices, macro- and micro-nutrients, and heavy metal content. In addition, it increased the MDA and APX activities. The highest amounts of Fe, Mn, Ni, Pb, Zn, K, Na, Cd, Cr, and Cu were determined in plant roots, while the highest values of Ca and Mg were detected in plant stem tissues. High Cd doses decreased the content of Ca, K, Mg, Cr, Cu, Fe, Mn, Ni, Pb, Se, and Zn in safflower plant tissues by 45.47%, 39.33%, 79.28%, 68.21%, 37.06%, 66.67%, 45.62%, 50.38%, 54.37%, 33.33% and 65.87%, respectively, as compared to the control treatments.
Collapse
Affiliation(s)
- Murat Tunçtürk
- Department of Field Crops, Faculty of Agriculture, Van Yüzüncü Yıl University, 65090 Van, Türkiye
| | - Younes Rezaee Danesh
- Department of Plant Protection, Faculty of Agriculture, Urmia University, Urmia 5756151818, Iran
- Correspondence: or
| | - Rüveyde Tunçtürk
- Department of Field Crops, Faculty of Agriculture, Van Yüzüncü Yıl University, 65090 Van, Türkiye
| | - Erol Oral
- Department of Field Crops, Faculty of Agriculture, Van Yüzüncü Yıl University, 65090 Van, Türkiye
| | - Solmaz Najafi
- Department of Field Crops, Faculty of Agriculture, Van Yüzüncü Yıl University, 65090 Van, Türkiye
| | - Lütfi Nohutçu
- Department of Field Crops, Faculty of Agriculture, Van Yüzüncü Yıl University, 65090 Van, Türkiye
| | - Arshad Jalal
- Department of Plant Protection, Rural Engineering and Soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira 01049-010, SP, Brazil
| | - Carlos Eduardo da Silva Oliveira
- Department of Plant Protection, Rural Engineering and Soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira 01049-010, SP, Brazil
| | | |
Collapse
|
17
|
Silva PST, Cassiolato AMR, Galindo FS, Jalal A, Nogueira TAR, Oliveira CEDS, Filho MCMT. Azospirillum brasilense and Zinc Rates Effect on Fungal Root Colonization and Yield of Wheat-Maize in Tropical Savannah Conditions. Plants (Basel) 2022; 11:3154. [PMID: 36432883 PMCID: PMC9694232 DOI: 10.3390/plants11223154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 11/04/2022] [Accepted: 11/14/2022] [Indexed: 06/16/2023]
Abstract
A successful microbial inoculant can increase root colonization and establish a positive interaction with native microorganisms to promote growth and productivity of cereal crops. Zinc (Zn) is an intensively reported deficient nutrient for maize and wheat production in Brazilian Cerrado. It can be sustainably managed by inoculation with plant growth-promoting bacteria and their symbiotic association with other microorganisms such as arbuscular mycorrhizal fungi (AMF) and dark septate endophytes (DSE). The objective of this study was to evaluate the effect of Azospirillum brasilense inoculation and residual Zn rates on root colonization and grain yield of maize and wheat in succession under the tropical conditions of Brazil. These experiments were conducted in a randomized block design with four replications and arranged in a 5 × 2 factorial scheme. The treatments consisted of five Zn rates (0, 2, 4, 6 and 8 kg ha-1) applied from zinc sulfate in maize and residual on wheat and without and with seed inoculation of A. brasilense. The results indicated that root colonization by AMF and DSE in maize-wheat cropping system were significantly increased with interaction of Zn rates and inoculation treatments. Inoculation with A. brasilense at residual Zn rates of 4 kg ha-1 increased root colonization by AMF under maize cultivation. Similarly, inoculation with A. brasilense at residual Zn rates of 2 and 4 kg ha-1 reduced root colonization by DSE under wheat in succession. The leaf chlorophyll index and leaf Zn concentration were increased with inoculation of the A. brasilense and residual Zn rates. The inoculation did not influence AMF spore production and CO2-C in both crops. The grain yield and yield components of maize-wheat were increased with the inoculation of A. brasilense under residual Zn rates of 3 to 4 kg ha-1 in tropical savannah conditions. Inoculation with A. brasilense under residual Zn rates up to 4 kg ha-1 promoted root colonization by AMF and DSE in the maize cropping season. While the inoculation with A. brasilense under 2 and 4 kg ha-1 residual Zn rates reduced root colonization by AMF and DSE in the wheat cropping season. Therefore, inoculation with A. brasilense in combination with Zn fertilization could consider a sustainable approach to increase the yield and performance of the maize-wheat cropping system in the tropical savannah conditions of Brazil.
Collapse
Affiliation(s)
- Philippe Solano Toledo Silva
- Faculty of Agricultural and Veterinary Sciences, São Paulo State University (UNESP), Via de Acesso Prof. Paulo Donato Castellane s/n, Jaboticabal 14884-900, Brazil
| | - Ana Maria Rodrigues Cassiolato
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University (UNESP), Av. Brasil, 56—Centro, Ilha Solteira 15385-000, Brazil
| | - Fernando Shintate Galindo
- Center for Nuclear Energy in Agriculture, University of São Paulo (USP), Av. Centenário, 303—São Dimas, Piracicaba 13416-000, Brazil
| | - Arshad Jalal
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University (UNESP), Av. Brasil, 56—Centro, Ilha Solteira 15385-000, Brazil
| | - Thiago Assis Rodrigues Nogueira
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University (UNESP), Av. Brasil, 56—Centro, Ilha Solteira 15385-000, Brazil
| | - Carlos Eduardo da Silva Oliveira
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University (UNESP), Av. Brasil, 56—Centro, Ilha Solteira 15385-000, Brazil
| | | |
Collapse
|
18
|
Galindo FS, Pagliari PH, da Silva EC, Silva VM, Fernandes GC, Rodrigues WL, Céu EGO, de Lima BH, Jalal A, Muraoka T, Buzetti S, Lavres J, Teixeira Filho MCM. Co-Inoculation with Azospirillum brasilense and Bradyrhizobium sp. Enhances Nitrogen Uptake and Yield in Field-Grown Cowpea and Did Not Change N-Fertilizer Recovery. Plants 2022; 11:plants11141847. [PMID: 35890481 PMCID: PMC9321259 DOI: 10.3390/plants11141847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 07/09/2022] [Accepted: 07/11/2022] [Indexed: 11/20/2022]
Abstract
This study was designed to investigate the effects of Azospirillum brasilense and Bradyrhizobium sp. co-inoculation coupled with N application on soil N levels and N in plants (total N, nitrate N-NO3− and ammonium N-NH4+), photosynthetic pigments, cowpea plant biomass and grain yield. An isotopic technique was employed to evaluate 15N fertilizer recovery and derivation. Field trials involved two inoculations—(i) single Bradyrhizobium sp. and (ii) Bradyrhizobium sp. + A. brasilense co-inoculation—and four N fertilizer rates (0, 20, 40 and 80 kg ha−1). The co-inoculation of Bradyrhizobium sp. + A. brasilense increased cowpea N uptake (an increase from 10 to 14%) and grain yield (an average increase of 8%) compared to the standard inoculation with Bradyrhizobium sp. specifically derived from soil and other sources without affecting 15N fertilizer recovery. There is no need for the supplementation of N via mineral fertilizers when A. brasilense co-inoculation is performed in a cowpea crop. However, even in the case of an NPK basal fertilization, applied N rates should remain below 20 kg N ha−1 when co-inoculation with Bradyrhizobium sp. and A. brasilense is performed.
Collapse
Affiliation(s)
- Fernando Shintate Galindo
- Center for Nuclear Energy in Agriculture, University of São Paulo, Piracicaba 13418-900, Brazil; (T.M.); (J.L.)
- Correspondence:
| | - Paulo Humberto Pagliari
- Southwest Research and Outreach Center, Department of Soil, Water, and Climate, University of Minnesota, Lamberton, MN 56152, USA;
| | | | - Vinicius Martins Silva
- Department of Biology Applied to Agriculture, São Paulo State University, Jaboticabal 14884-900, Brazil;
| | - Guilherme Carlos Fernandes
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira 1585-000, Brazil; (G.C.F.); (W.L.R.); (E.G.O.C.); (B.H.d.L.); (A.J.); (S.B.); (M.C.M.T.F.)
| | - Willian Lima Rodrigues
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira 1585-000, Brazil; (G.C.F.); (W.L.R.); (E.G.O.C.); (B.H.d.L.); (A.J.); (S.B.); (M.C.M.T.F.)
| | - Elaine Garcia Oliveira Céu
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira 1585-000, Brazil; (G.C.F.); (W.L.R.); (E.G.O.C.); (B.H.d.L.); (A.J.); (S.B.); (M.C.M.T.F.)
| | - Bruno Horschut de Lima
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira 1585-000, Brazil; (G.C.F.); (W.L.R.); (E.G.O.C.); (B.H.d.L.); (A.J.); (S.B.); (M.C.M.T.F.)
| | - Arshad Jalal
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira 1585-000, Brazil; (G.C.F.); (W.L.R.); (E.G.O.C.); (B.H.d.L.); (A.J.); (S.B.); (M.C.M.T.F.)
| | - Takashi Muraoka
- Center for Nuclear Energy in Agriculture, University of São Paulo, Piracicaba 13418-900, Brazil; (T.M.); (J.L.)
| | - Salatiér Buzetti
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira 1585-000, Brazil; (G.C.F.); (W.L.R.); (E.G.O.C.); (B.H.d.L.); (A.J.); (S.B.); (M.C.M.T.F.)
| | - José Lavres
- Center for Nuclear Energy in Agriculture, University of São Paulo, Piracicaba 13418-900, Brazil; (T.M.); (J.L.)
| | - Marcelo Carvalho Minhoto Teixeira Filho
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira 1585-000, Brazil; (G.C.F.); (W.L.R.); (E.G.O.C.); (B.H.d.L.); (A.J.); (S.B.); (M.C.M.T.F.)
| |
Collapse
|
19
|
Moreira VDA, Oliveira CEDS, Jalal A, Gato IMB, Oliveira TJSS, Boleta GHM, Giolo VM, Vitória LS, Tamburi KV, Filho MCMT. Inoculation with Trichoderma harzianum and Azospirillum brasilense increases nutrition and yield of hydroponic lettuce. Arch Microbiol 2022; 204:440. [PMID: 35771351 DOI: 10.1007/s00203-022-03047-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 06/03/2022] [Indexed: 11/29/2022]
Abstract
The use of beneficial fungi and bacteria stimulate plant growth and serve to improve yield and food quality in a sustainable manner. The electrical conductivity of nutrients solution is closely linked to better nutrition of vegetable plants in a hydroponic system. Therefore, objectives of current study were to evaluate the effect of isolated and combined inoculation with Azospirillum brasilense and Trichoderma harzianum under two electrical conductivities on growth, nutrition, and yield of lettuce in hydroponic cultivation. The experiment was designed in a strip-plot block with five replications in a 4 × 2 factorial scheme. The treatments were consisted of four microbial inoculations (without, A. brasilense, T. harzianum and co-inoculation) and electrical conductivities (1.2 and 1.4 dS m-1). Inoculation with A. brasilense and T. harzianum increased lettuce root growth by 47% and 20%, respectively. The single inoculation of T. harzianum provided higher fresh leaves yield (24%) at electrical conductivity of 1.2 dS m-1, while single inoculation with A. brasilense increased fresh leaves yield by 17% at electrical conductivity 1.4 dS m-1. The lowest shoot NO3- accumulation (40%) was observed with inoculation of A. brasilense and highest (28%) with inoculation T. harzianum in both electrical conductivities. Inoculation with A. brasilense increased leaf accumulation of K, P, Ca, Mg, Fe, Mn, Cu, and Zn, which are essential for human nutrition and being recommended to improve yield of lettuce plants in hydroponics. It is recommended to use EC 1.4 dS m-1 of the nutrients solution to improve accumulation of K, Mn, Cu, and Zn, regardless of inoculations for biofortification of lettuce with application of fertilizers.
Collapse
Affiliation(s)
- Vitoria de Almeida Moreira
- Department of Plant Protection, Rural Engineering and Soils, São Paulo State University-UNESP-FEIS, School of Engineering, Ilha Solteira, São Paulo, 15385-000, Brazil
| | - Carlos Eduardo da Silva Oliveira
- Department of Plant Protection, Rural Engineering and Soils, São Paulo State University-UNESP-FEIS, School of Engineering, Ilha Solteira, São Paulo, 15385-000, Brazil.
| | - Arshad Jalal
- Department of Plant Protection, Rural Engineering and Soils, São Paulo State University-UNESP-FEIS, School of Engineering, Ilha Solteira, São Paulo, 15385-000, Brazil
| | - Isabela Martins Bueno Gato
- Department of Plant Protection, Rural Engineering and Soils, São Paulo State University-UNESP-FEIS, School of Engineering, Ilha Solteira, São Paulo, 15385-000, Brazil
| | - Thaissa Julyanne Soares Sena Oliveira
- Department of Plant Protection, Rural Engineering and Soils, São Paulo State University-UNESP-FEIS, School of Engineering, Ilha Solteira, São Paulo, 15385-000, Brazil
| | - Guilherme Henrique Marcandalli Boleta
- Department of Plant Protection, Rural Engineering and Soils, São Paulo State University-UNESP-FEIS, School of Engineering, Ilha Solteira, São Paulo, 15385-000, Brazil
| | - Victoria Moraes Giolo
- Department of Plant Protection, Rural Engineering and Soils, São Paulo State University-UNESP-FEIS, School of Engineering, Ilha Solteira, São Paulo, 15385-000, Brazil
| | - Letícia Schenaide Vitória
- Department of Plant Protection, Rural Engineering and Soils, São Paulo State University-UNESP-FEIS, School of Engineering, Ilha Solteira, São Paulo, 15385-000, Brazil
| | - Karen Vicentini Tamburi
- Department of Plant Protection, Rural Engineering and Soils, São Paulo State University-UNESP-FEIS, School of Engineering, Ilha Solteira, São Paulo, 15385-000, Brazil
| | - Marcelo Carvalho Minhoto Teixeira Filho
- Department of Plant Protection, Rural Engineering and Soils, São Paulo State University-UNESP-FEIS, School of Engineering, Ilha Solteira, São Paulo, 15385-000, Brazil.
| |
Collapse
|
20
|
Jalal A, Oliveira CEDS, Fernandes HB, Galindo FS, da Silva EC, Fernandes GC, Nogueira TAR, de Carvalho PHG, Balbino VR, de Lima BH, Teixeira Filho MCM. Diazotrophic Bacteria Is an Alternative Strategy for Increasing Grain Biofortification, Yield and Zinc Use Efficiency of Maize. Plants (Basel) 2022; 11:plants11091125. [PMID: 35567126 PMCID: PMC9099601 DOI: 10.3390/plants11091125] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 04/15/2022] [Accepted: 04/18/2022] [Indexed: 02/05/2023]
Abstract
Biofortification of cereal crops with zinc and diazotrophic bacteria is a sustainable solution to nutrient deficiency and hidden hunger. The inoculation of staple grain crops such as maize is increased with reducing productivity losses while improving nutrition and use efficiency under climatic extremes and weathered soils of tropical savannah. Therefore, objectives of our study were to evaluate the influence of seed inoculation with diazotrophic bacteria (No inoculation-Control, Azospirillum brasilense, Bacillus subtilis, and Pseudomonas fluorescens) together with residual effect of soil Zn (absence and presence) on growth, yield, Zn nutrition, Zn use efficiencies, and intake of maize in 2019 and 2020 cropping seasons. The inoculation of B. subtilis increased hundred grain mass and yield (14.5 and 17%), while P. fluorescens under residual Zn fertilization has improved shoot and grain Zn concentration in shoot (29.5 and 30.5%). and grain (25.5 and 26.2%), while improving Zn accumulation in shoot (33.8 and 35%) and grain (37.2 and 42%) of maize. The estimated Zn intake in maize was also increased with A. brasilense inoculation and residual Zn application. The Zn use efficiencies including Zn use efficiency, agro-physiological, and utilization efficiency was increased with B. subtilis, while applied Zn recovery was increased with A. brasilense inoculations under residual Zn fertilization. Zinc use efficiency was increased by 93.3 and 397% with inoculation of B. subtilis regardless of Zn application. Therefore, inoculation with B. subtilis and P. fluorescens along residual Zn fertilization is considered the most effective and sustainable strategy for agronomic biofortification of maize under harsh tropical conditions of Brazil.
Collapse
Affiliation(s)
- Arshad Jalal
- Department of Plant Protection, São Paulo State University (UNESP), Rural Engineering and Soils (DEFERS), Ilha Solteira 15385-000, SP, Brazil; (A.J.); (C.E.d.S.O.); (H.B.F.); (G.C.F.); (T.A.R.N.); (P.H.G.d.C.); (V.R.B.); (B.H.d.L.)
| | - Carlos Eduardo da Silva Oliveira
- Department of Plant Protection, São Paulo State University (UNESP), Rural Engineering and Soils (DEFERS), Ilha Solteira 15385-000, SP, Brazil; (A.J.); (C.E.d.S.O.); (H.B.F.); (G.C.F.); (T.A.R.N.); (P.H.G.d.C.); (V.R.B.); (B.H.d.L.)
| | - Henrique Benetasse Fernandes
- Department of Plant Protection, São Paulo State University (UNESP), Rural Engineering and Soils (DEFERS), Ilha Solteira 15385-000, SP, Brazil; (A.J.); (C.E.d.S.O.); (H.B.F.); (G.C.F.); (T.A.R.N.); (P.H.G.d.C.); (V.R.B.); (B.H.d.L.)
| | - Fernando Shintate Galindo
- Center for Nuclear Energy in Agriculture (CENA), University of São Paulo (USP), Piracicaba 13416-000, SP, Brazil;
| | | | - Guilherme Carlos Fernandes
- Department of Plant Protection, São Paulo State University (UNESP), Rural Engineering and Soils (DEFERS), Ilha Solteira 15385-000, SP, Brazil; (A.J.); (C.E.d.S.O.); (H.B.F.); (G.C.F.); (T.A.R.N.); (P.H.G.d.C.); (V.R.B.); (B.H.d.L.)
| | - Thiago Assis Rodrigues Nogueira
- Department of Plant Protection, São Paulo State University (UNESP), Rural Engineering and Soils (DEFERS), Ilha Solteira 15385-000, SP, Brazil; (A.J.); (C.E.d.S.O.); (H.B.F.); (G.C.F.); (T.A.R.N.); (P.H.G.d.C.); (V.R.B.); (B.H.d.L.)
| | - Pedro Henrique Gomes de Carvalho
- Department of Plant Protection, São Paulo State University (UNESP), Rural Engineering and Soils (DEFERS), Ilha Solteira 15385-000, SP, Brazil; (A.J.); (C.E.d.S.O.); (H.B.F.); (G.C.F.); (T.A.R.N.); (P.H.G.d.C.); (V.R.B.); (B.H.d.L.)
| | - Vinícius Rodrigues Balbino
- Department of Plant Protection, São Paulo State University (UNESP), Rural Engineering and Soils (DEFERS), Ilha Solteira 15385-000, SP, Brazil; (A.J.); (C.E.d.S.O.); (H.B.F.); (G.C.F.); (T.A.R.N.); (P.H.G.d.C.); (V.R.B.); (B.H.d.L.)
| | - Bruno Horschut de Lima
- Department of Plant Protection, São Paulo State University (UNESP), Rural Engineering and Soils (DEFERS), Ilha Solteira 15385-000, SP, Brazil; (A.J.); (C.E.d.S.O.); (H.B.F.); (G.C.F.); (T.A.R.N.); (P.H.G.d.C.); (V.R.B.); (B.H.d.L.)
| | - Marcelo Carvalho Minhoto Teixeira Filho
- Department of Plant Protection, São Paulo State University (UNESP), Rural Engineering and Soils (DEFERS), Ilha Solteira 15385-000, SP, Brazil; (A.J.); (C.E.d.S.O.); (H.B.F.); (G.C.F.); (T.A.R.N.); (P.H.G.d.C.); (V.R.B.); (B.H.d.L.)
- Correspondence:
| |
Collapse
|
21
|
Galindo FS, Pagliari PH, Fernandes GC, Rodrigues WL, Boleta EHM, Jalal A, Céu EGO, Lima BHD, Lavres J, Teixeira Filho MCM. Improving Sustainable Field-Grown Wheat Production With Azospirillum brasilense Under Tropical Conditions: A Potential Tool for Improving Nitrogen Management. Front Environ Sci 2022. [DOI: 10.3389/fenvs.2022.821628] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Sustainable intensification of cropping systems requires to increase productivity and nutrients use efficiency while reducing negative impacts of agricultural management practices on ecosystem and environment. Plant growth-promoting rhizobacteria (PGPR) inoculations are considered one of the most promising and safe strategy to alleviate environmental alterations in context of climatic extremes to improve plant nutrition while reducing dependency of nitrogen (N) fertilizer application. This study investigated the interactive effects of N levels and inoculation with A. brasilense on plant biomass, grain yield, agronomic efficiency (AE) of applied N, apparent N-fertilizer recovery (AFR) and N content in plant targeting economic feasibility of wheat production system. The field trial tested 4 N application levels applied in side-dressing (control, low, average and high; named 0, 50, 100 and 200 kg N ha−1) and two inoculations (without and with A. brasilense seed inoculation). The results exhibited that inoculation with A. brasilense enhanced AE, AFR and N uptake in wheat plants with increased root and shoot N accumulation and grain N accumulation under average and high N application levels. In addition, inoculation increased root and shoot biomass, leading to a yield increase of 10.3% compared with non-inoculated plants. Wheat plant inoculation associated with application of the average N level provided the greatest profitability. Furthermore, results showed that reducing N fertilization from 100 to 50 kg N ha−1 along A. brasilense inoculation led to an increase in operating profit of 10.5%. In view of low economic cost, ease of application, and high probability of a positive response by wheat crops, even associated with different N application levels, the inoculation with A. brasilense prone to be a key sustainable management practice to improve wheat production under tropical conditions. This practice has the potential to increase wheat grain yield, N use and uptake, and overall farm profitability.
Collapse
|
22
|
Oliveira CEDS, Zoz T, Seron CDC, Boleta EHM, Lima BHD, Souza LRR, Pedrinho DR, Matias R, Lopes CDS, Oliveira Neto SSD, Teixeira Filho MCM. Can saline irrigation improve the quality of tomato fruits? Agronomy Journal 2022. [DOI: 10.1002/agj2.21003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Affiliation(s)
- Carlos Eduardo da Silva Oliveira
- Dep. of Plant Protection, Rural Engineering and Soils, School of Engineering São Paulo State Univ. ‐ UNESP‐FEIS Ilha Solteira São Paulo 15385‐000 Brazil
| | - Tiago Zoz
- Dep. of Environmental Science State Univ. of Mato Grosso do Sul – UEMS Mundo Novo Mato Grosso do Sul 79980‐000 Brazil
| | - Cassio de Castro Seron
- Dep. of Crop Science State Univ. of Mato Grosso do Sul – UEMS Cassilândia Mato Grosso do Sul 79540‐000 Brazil
| | - Eduardo Henrique Marcandalli Boleta
- Dep. of Plant Protection, Rural Engineering and Soils, School of Engineering São Paulo State Univ. ‐ UNESP‐FEIS Ilha Solteira São Paulo 15385‐000 Brazil
| | - Bruno Horschut de Lima
- Dep. of Plant Protection, Rural Engineering and Soils, School of Engineering São Paulo State Univ. ‐ UNESP‐FEIS Ilha Solteira São Paulo 15385‐000 Brazil
| | - Lucas Raoni Roel Souza
- Dep. of Soil Science Anhanguera Uniderp Univ. Campo Grande Mato Grosso do Sul 79003‐010 Brazil
| | - Denise Renata Pedrinho
- Dep. of Soil Science Anhanguera Uniderp Univ. Campo Grande Mato Grosso do Sul 79003‐010 Brazil
| | - Rosemary Matias
- Dep. of Soil Science Anhanguera Uniderp Univ. Campo Grande Mato Grosso do Sul 79003‐010 Brazil
| | | | | | | |
Collapse
|
23
|
Jalal A, Oliveira CEDS, Freitas LA, Galindo FS, Lima BH, Boleta EHM, da Silva EC, Nascimento VD, Nogueira TAR, Buzetti S, Teixeira Filho MCM. Agronomic biofortification and productivity of wheat with soil zinc and diazotrophic bacteria in tropical savannah. Crop Pasture Sci 2022. [DOI: 10.1071/cp21457] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
|
24
|
Nogueira TAR, Muraoka T, Silveira LK, da Silva JS, Abreu-Junior CH, Lavres J, Martinelli AP, Teixeira Filho MCM, He Z, Jani AD, Ganga A, Capra GF. Comparing soil-to-plant cadmium (Cd) transfer and potential human intake among rice cultivars with different Cd tolerance levels grown in a tropical contaminated soil. Environ Monit Assess 2021; 194:20. [PMID: 34890002 DOI: 10.1007/s10661-021-09655-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 11/27/2021] [Indexed: 02/08/2023]
Abstract
With its accumulation in upland rice, cadmium (Cd) can easily enter the human food chain, which poses a global health threat considering nearly half of the human population depends on rice as a staple food source. A study was conducted to (1) evaluate Cd accumulation by rice cultivars, grown in Cd-polluted Tropical Oxisols, with different levels of Cd tolerance; (2) quantify Cd transfer from soil to rice shoots and grain; and (3) estimate daily Cd intake by humans. Three rice cultivars, characterized by low (Cateto Seda-CS), medium (BRSMG Talento-BT), and high (BRSMG Caravera-BC) Cd uptake capacity, were investigated. Rice cultivars were exposed to increasing soil Cd concentrations (0.0, 0.7, 1.3, 3.9, 7.8, and 11.7 mg kg-1). Analysis was performed on soil, shoots, and grain. Shoot biomass and grain yield decreased with increasing Cd supply, suggesting the following Cd tolerance: CS > BT > BC. Cadmium concentrations in shoots and grain increased when exposed to Cd. Only CS did not exceed the maximum Cd limit permitted in food (0.40 mg kg-1), when rates up to 1.3 mg kg-1 of Cd were applied to soil. Considering daily rice consumption levels in Brazil, Cd intake often exceeds maximum tolerable levels. Continuous monitoring of soil Cd concentrations is a pivotal step in avoiding hazards to humans. Such monitoring is important on a global scale since outside of Asia, Brazil is the leading rice-producing and rice-consuming country.
Collapse
Affiliation(s)
- Thiago Assis Rodrigues Nogueira
- Department of Plant Protection, Rural Engineering, and Soils, School of Engineering, São Paulo State University, SP, 15385-000, Ilha Solteira, Brazil. .,School of Agricultural and Veterinarian Sciences, São Paulo State University, Via de acesso Prof. Paulo Donato Castellane, s/n, Jaboticabal, SP, 14884-900, Brazil.
| | - Takashi Muraoka
- Centre of Nuclear Energy in Agriculture, Universidade de São Paulo, Piracicaba, SP, 13416-000, Brazil
| | - Laís Karina Silveira
- Centre of Nuclear Energy in Agriculture, Universidade de São Paulo, Piracicaba, SP, 13416-000, Brazil
| | | | | | - José Lavres
- Centre of Nuclear Energy in Agriculture, Universidade de São Paulo, Piracicaba, SP, 13416-000, Brazil
| | | | | | - Zhenli He
- Indian River Research and Education Centre, Institute of Food and Agricultural Sciences, University of Florida, Fort Pierce, FL, 34945-3138, USA
| | - Arun Dilipkumar Jani
- Department of Biology and Chemistry, California State University, Monterey Bay, Seaside, CA, 93933, USA
| | - Antonio Ganga
- Dipartimento Di Architettura, Design E Urbanistica, Università Degli Studi Di Sassari, 07100, Polo Bionaturalistico, Italy
| | - Gian Franco Capra
- Dipartimento Di Architettura, Design E Urbanistica, Università Degli Studi Di Sassari, 07100, Polo Bionaturalistico, Italy.,Desertification Research Centre, Università Degli Studi Di Sassari, 07100, Sassari, Italy
| |
Collapse
|
25
|
Galindo FS, Brito VB, Teixeira Filho MCM. Assessing nutritional status and development of Pereskia aculeata Mill. affected by inoculation of Azospirillum brasilense combined with nitrogen rates. Journal of Plant Nutrition 2021. [DOI: 10.1080/01904167.2021.2014880] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Fernando Shintate Galindo
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira, São Paulo, Brazil
| | - Vanessa Biazotto Brito
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira, São Paulo, Brazil
| | | |
Collapse
|
26
|
Galindo FS, Pagliari PH, Buzetti S, Rodrigues WL, Fernandes GC, Biagini ALC, Tavanti RFR, Teixeira Filho MCM. Nutrient availability affected by silicate and
Azospirillum brasilense
application in corn–wheat rotation. Agronomy Journal 2021. [DOI: 10.1002/agj2.20802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Affiliation(s)
| | - Paulo Humberto Pagliari
- Dep. of Soil, Water, and Climate Univ. of Minnesota, Southwest Research and Outreach Center Lamberton MN USA
| | - Salatiér Buzetti
- Dep. of Plant Health, Rural Engineering, and Soils São Paulo State Univ. Ilha Solteira São Paulo Brazil
| | - Willian Lima Rodrigues
- Dep. of Plant Health, Rural Engineering, and Soils São Paulo State Univ. Ilha Solteira São Paulo Brazil
| | | | | | | | | |
Collapse
|
27
|
Soares DDA, Andreotti M, Vicentini ME, Freitas LA, Modesto VC, Nakao AH, Dickmann L, Teixeira Filho MCM. GRAIN SORGHUM GROWN AS SECOND CROP AND INOCULATED WITH Azospirillum brasilense ASSOCIATED WITH NITROGEN FERTILIZATION. Rev Agric Neotrop 2021. [DOI: 10.32404/rean.v8i3.5117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Nitrogen fertilization in crop sorghum during the off-season may have a lower cost-benefit ratio than expected, due to the residual effect of the predecessor crop. However, the use of growth-promoting bacteria can be an economical alternative to increase crop yield in the Cerrado. The objective was to evaluate the response of grain sorghum to nitrogen fertilization and its inoculation by A. brasilense. A complete randomized block design in a 5 x 2 factorial arrangement was used, with five replications of the following treatments: recommended amount of N (120 kg ha-1 of N-urea), divided into 0 %-100 %, 25 % -75 %, 50 %-50 % and 100 %-0 %, in sowing and coverage, respectively, and the control (without N); with and without inoculation via sorghum seed. The morphological and productivity components of the crop were evaluated. The application of 100 % of N in the sowing provided larger plants and the 50 %-50 % installment provided smaller plants. The plants did not respond to inoculation by A. brasilense. The yield components of sorghum grown in succession to soybean, rainfed, do not change due to A. brasilense inoculation and supply or installment of nitrogen fertilization.
Collapse
|
28
|
Galindo FS, Pagliari PH, Rodrigues WL, Fernandes GC, Boleta EHM, Santini JMK, Jalal A, Buzetti S, Lavres J, Teixeira Filho MCM. Silicon Amendment Enhances Agronomic Efficiency of Nitrogen Fertilization in Maize and Wheat Crops under Tropical Conditions. Plants (Basel) 2021; 10:plants10071329. [PMID: 34209953 PMCID: PMC8309197 DOI: 10.3390/plants10071329] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 06/22/2021] [Accepted: 06/26/2021] [Indexed: 02/05/2023]
Abstract
Sustainable management strategies are needed to improve agronomic efficiency and cereal yield production under harsh abiotic climatic conditions such as in tropical Savannah. Under these environments, field-grown crops are usually exposed to drought and high temperature conditions. Silicon (Si) application could be a useful and sustainable strategy to enhance agronomic N use efficiency, leading to better cereal development. This study was developed to explore the effect of Si application as a soil amendment source (Ca and Mg silicate) associated with N levels applied in a side-dressing (control, low, medium and high N levels) on maize and wheat development, N uptake, agronomic efficiency and grain yield. The field experiments were carried out during four cropping seasons, using two soil amendment sources (Ca and Mg silicate and dolomitic limestone) and four N levels (0, 50, 100 and 200 kg N ha−1). The following evaluations were performed in maize and wheat crops: the shoots and roots biomass, total N, N-NO3−, N-NH4+ and Si accumulation in the shoots, roots and grain tissue, leaf chlorophyll index, grain yield and agronomic efficiency. The silicon amendment application enhanced leaf chlorophyll index, agronomic efficiency and N-uptake in maize and wheat plants, benefiting shoots and roots development and leading to a higher grain yield (an increase of 5.2 and 7.6%, respectively). It would be possible to reduce N fertilization in maize from 185–180 to 100 kg N ha−1 while maintaining similar grain yield with Si application. Additionally, Si application would reduce N fertilization in wheat from 195–200 to 100 kg N ha−1. Silicon application could be a key technology for improving plant-soil N-management, especially in Si accumulator crops, leading to a more sustainable cereal production under tropical conditions.
Collapse
Affiliation(s)
- Fernando Shintate Galindo
- Center for Nuclear Energy in Agriculture (CENA), University of São Paulo (USP), Piracicaba 13416-000, Brazil
- Correspondence:
| | - Paulo Humberto Pagliari
- Department of Soil, Water, and Climate, Southwest Research and Outreach Center (SWROC), University of Minnesota (UMN), Lamberton, MN 56152, USA;
| | - Willian Lima Rodrigues
- Department of Plant Health, Rural Engineering, and Soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira 15345-000, Brazil; (W.L.R.); (G.C.F.); (E.H.M.B.); (J.M.K.S.); (A.J.); (S.B.); (J.L.); (M.C.M.T.F.)
| | - Guilherme Carlos Fernandes
- Department of Plant Health, Rural Engineering, and Soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira 15345-000, Brazil; (W.L.R.); (G.C.F.); (E.H.M.B.); (J.M.K.S.); (A.J.); (S.B.); (J.L.); (M.C.M.T.F.)
| | - Eduardo Henrique Marcandalli Boleta
- Department of Plant Health, Rural Engineering, and Soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira 15345-000, Brazil; (W.L.R.); (G.C.F.); (E.H.M.B.); (J.M.K.S.); (A.J.); (S.B.); (J.L.); (M.C.M.T.F.)
| | - José Mateus Kondo Santini
- Department of Plant Health, Rural Engineering, and Soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira 15345-000, Brazil; (W.L.R.); (G.C.F.); (E.H.M.B.); (J.M.K.S.); (A.J.); (S.B.); (J.L.); (M.C.M.T.F.)
| | - Arshad Jalal
- Department of Plant Health, Rural Engineering, and Soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira 15345-000, Brazil; (W.L.R.); (G.C.F.); (E.H.M.B.); (J.M.K.S.); (A.J.); (S.B.); (J.L.); (M.C.M.T.F.)
| | - Salatiér Buzetti
- Department of Plant Health, Rural Engineering, and Soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira 15345-000, Brazil; (W.L.R.); (G.C.F.); (E.H.M.B.); (J.M.K.S.); (A.J.); (S.B.); (J.L.); (M.C.M.T.F.)
| | - José Lavres
- Department of Plant Health, Rural Engineering, and Soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira 15345-000, Brazil; (W.L.R.); (G.C.F.); (E.H.M.B.); (J.M.K.S.); (A.J.); (S.B.); (J.L.); (M.C.M.T.F.)
| | - Marcelo Carvalho Minhoto Teixeira Filho
- Department of Plant Health, Rural Engineering, and Soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira 15345-000, Brazil; (W.L.R.); (G.C.F.); (E.H.M.B.); (J.M.K.S.); (A.J.); (S.B.); (J.L.); (M.C.M.T.F.)
| |
Collapse
|
29
|
Galindo FS, Pagliari PH, Buzetti S, Rodrigues WL, Fernandes GC, Biagini ALC, Marega EMR, Tavanti RFR, Jalal A, Teixeira Filho MCM. Corn shoot and grain nutrient uptake affected by silicon application combined with Azospirillum brasilense inoculation and nitrogen rates. Journal of Plant Nutrition 2021. [DOI: 10.1080/01904167.2021.1943436] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Fernando Shintate Galindo
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira, Brazil
| | - Paulo Humberto Pagliari
- Department of Soil, Water, and Climate, University of Minnesota, Southwest Research and Outreach Center, Lamberton, MN, USA
| | - Salatiér Buzetti
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira, Brazil
| | - Willian Lima Rodrigues
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira, Brazil
| | - Guilherme Carlos Fernandes
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira, Brazil
| | | | - Evelyn Maria Rocha Marega
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira, Brazil
| | | | - Arshad Jalal
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira, Brazil
| | | |
Collapse
|
30
|
Galindo FS, Bellotte JLM, Santini JMK, Buzetti S, Rosa PAL, Jalal A, Teixeira Filho MCM. Zinc use efficiency of maize-wheat cropping after inoculation with Azospirillum brasilense. Nutr Cycl Agroecosyst 2021. [DOI: 10.1007/s10705-021-10149-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
|
31
|
Galindo FS, da Silva EC, Pagliari PH, Fernandes GC, Rodrigues WL, Biagini ALC, Baratella EB, da Silva Júnior CA, Moretti Neto MJ, Muraoka T, Teixeira Filho MCM. Nitrogen use efficiency and recovery in a wheat-corn rotation under tropical savannah conditions. Nutr Cycl Agroecosyst 2021. [DOI: 10.1007/s10705-020-10115-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
|
32
|
Galindo FS, da Silva EC, Pagliari PH, Fernandes GC, Rodrigues WL, Biagini ALC, Baratella EB, da Silva Júnior CA, Moretti Neto MJ, Silva VM, Muraoka T, Teixeira Filho MCM. Nitrogen recovery from fertilizer and use efficiency response to Bradyrhizobium sp. and Azospirillum brasilense combined with N rates in cowpea-wheat crop sequence. Applied Soil Ecology 2021. [DOI: 10.1016/j.apsoil.2020.103764] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
|
33
|
Boleta EHM, Shintate Galindo F, Jalal A, Santini JMK, Rodrigues WL, Lima BHD, Arf O, Silva MRD, Buzetti S, Teixeira Filho MCM. Inoculation With Growth-Promoting Bacteria Azospirillum brasilense and Its Effects on Productivity and Nutritional Accumulation of Wheat Cultivars. Front Sustain Food Syst 2020. [DOI: 10.3389/fsufs.2020.607262] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
Agricultural practices that allow a productive increase in a sustainable manner are becoming increasingly necessary to feed an ever-growing global population. The inoculation with Azospirillum brasilense has the potential to reduce the use of synthetic mineral fertilizers with efficient capacity to promote plant growth and increase nutrition. Therefore, this research was developed to investigate the potential use of A. brasilense to increase the accumulation of macro- and micronutrients and its influence on grain yield, plant height, and spike population in two wheat cultivars (CD1104 and CD150), under irrigated conditions in the Brazilian Cerrado. The study was carried out in a Rhodic Hapludox under a no-tillage system. The experiment was designed in randomized blocks with six replications, arranged in a 2 × 2 factorial scheme: two cultivars (CD150 and CD1104) and two levels of inoculation (control and with A. brasilense). The inoculation with A. brasilense provided greater accumulation of micronutrients in the aerial part of the wheat. In the cultivar CD1104, B and Cu had an accumulation 27.7 and 57.4% higher compared with those of the control without bacteria. In the cultivar CD150, Azospirillum increased the accumulation of B, Fe, and Mn by 43.8, 49.9, and 22%, respectively, and reduced Cu by 21.9%, compared with those of the control. The cultivar CD150 has greater efficiency to accumulate N (+35.5 kg N ha−1) as compared with the cultivar CD1104. Interactions between inoculation and cultivars resulted in greater accumulation of S and K in the shoot of the wheat cultivar CD150, as well greater accumulation of Cu in CD1104. In growth assessments, inoculation or cultivars did not statistically influence wheat grain yield and spike population. Howevere, for plant height, the CD1104 genotype has 13.1% bigger plant height on average than that of the CD150 genotype. Inoculation can contribute more sustainably to wheat nutrition.
Collapse
|
34
|
Galindo FS, Filho MCMT, Buzetti S, Rodrigues WL, Fernandes GC, Boleta EHM, Neto MB, Pereira MRDA, Rosa PAL, Pereira ÍT, Gaspareto RN. Influence of Azospirillum brasilense associated with silicon and nitrogen fertilization on macronutrient contents in corn. Open Agriculture 2020. [DOI: 10.1515/opag-2020-0013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Abstract
Information regarding the interaction between biological nitrogen fixation (BNF) with Azospirillum brasilense inoculation and the use of silicon (Si) is needed. Silicon exerts numerous benefits on grasses, especially when the plants are subjected to biotic and abiotic stresses, affecting plant nutrition. The aim of this research was to determine if there is a synergistic effect between the inoculation with A. brasilense and Si use, on macro-nutrient content in corn shoot and root. The field trial was performed in Selvíria, Brazil, on a Typic Rhodic Hapludox soil under no-till system. The experimental design was a completely randomized block design with four replicates arranged in a 2 × 5 × 2 triple factorial arrangement, consisting of two soil acidity corrective sources (dolomitic limestone and Ca and Mg silicate as sources of Si); five N doses (0, 50, 100, 150 and 200 kg ha-1 applied in topdressing); with and without seed inoculation with A. brasilense. The inoculation favored N concentration in shoots and increased the N and S concentration even when associated to high N rates in topdressing. The Si as Ca and Mg silicate associated with the increment of N rates does not promote an increase in the macronutrients uptake. Although it did not favor the N use, the Si also did not negatively affect the benefits of the A. brasilense.
Collapse
Affiliation(s)
- Fernando Shintate Galindo
- Department of Plant Health, Rural Engineering, and Soils, Faculdade de Engenharia de Ilha Solteira, Universidade Estadual Paulista “Júlio de Mesquita Filho” , Ilha Solteira , Sao Paulo State, Zip Code 15385-000 , Brazil
| | - Marcelo Carvalho Minhoto Teixeira Filho
- Department of Plant Health, Rural Engineering, and Soils, Faculdade de Engenharia de Ilha Solteira, Universidade Estadual Paulista “Júlio de Mesquita Filho” , Ilha Solteira , Sao Paulo State, Zip Code 15385-000 , Brazil
| | - Salatiér Buzetti
- Department of Plant Health, Rural Engineering, and Soils, Faculdade de Engenharia de Ilha Solteira, Universidade Estadual Paulista “Júlio de Mesquita Filho” , Ilha Solteira , Sao Paulo State, Zip Code 15385-000 , Brazil
| | - Willian Lima Rodrigues
- Department of Plant Health, Rural Engineering, and Soils, Faculdade de Engenharia de Ilha Solteira, Universidade Estadual Paulista “Júlio de Mesquita Filho” , Ilha Solteira , Sao Paulo State, Zip Code 15385-000 , Brazil
| | - Guilherme Carlos Fernandes
- Department of Plant Health, Rural Engineering, and Soils, Faculdade de Engenharia de Ilha Solteira, Universidade Estadual Paulista “Júlio de Mesquita Filho” , Ilha Solteira , Sao Paulo State, Zip Code 15385-000 , Brazil
| | - Eduardo Henrique Marcandalli Boleta
- Department of Plant Health, Rural Engineering, and Soils, Faculdade de Engenharia de Ilha Solteira, Universidade Estadual Paulista “Júlio de Mesquita Filho” , Ilha Solteira , Sao Paulo State, Zip Code 15385-000 , Brazil
| | - Maurício Barco Neto
- Department of Plant Health, Rural Engineering, and Soils, Faculdade de Engenharia de Ilha Solteira, Universidade Estadual Paulista “Júlio de Mesquita Filho” , Ilha Solteira , Sao Paulo State, Zip Code 15385-000 , Brazil
| | - Maikon Richer de Azambuja Pereira
- Department of Plant Health, Rural Engineering, and Soils, Faculdade de Engenharia de Ilha Solteira, Universidade Estadual Paulista “Júlio de Mesquita Filho” , Ilha Solteira , Sao Paulo State, Zip Code 15385-000 , Brazil
| | - Poliana Aparecida Leonel Rosa
- Department of Plant Health, Rural Engineering, and Soils, Faculdade de Engenharia de Ilha Solteira, Universidade Estadual Paulista “Júlio de Mesquita Filho” , Ilha Solteira , Sao Paulo State, Zip Code 15385-000 , Brazil
| | - Íngrid Torres Pereira
- Department of Plant Health, Rural Engineering, and Soils, Faculdade de Engenharia de Ilha Solteira, Universidade Estadual Paulista “Júlio de Mesquita Filho” , Ilha Solteira , Sao Paulo State, Zip Code 15385-000 , Brazil
| | - Rafaela Neris Gaspareto
- Department of Plant Health, Rural Engineering, and Soils, Faculdade de Engenharia de Ilha Solteira, Universidade Estadual Paulista “Júlio de Mesquita Filho” , Ilha Solteira , Sao Paulo State, Zip Code 15385-000 , Brazil
| |
Collapse
|
35
|
Galindo FS, Buzetti S, Rodrigues WL, Boleta EHM, Silva VM, Tavanti RFR, Fernandes GC, Biagini ALC, Rosa PAL, Teixeira Filho MCM. Inoculation of Azospirillum brasilense associated with silicon as a liming source to improve nitrogen fertilization in wheat crops. Sci Rep 2020; 10:6160. [PMID: 32273589 PMCID: PMC7145820 DOI: 10.1038/s41598-020-63095-4] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2019] [Accepted: 03/24/2020] [Indexed: 02/05/2023] Open
Abstract
This research was developed to investigate whether inoculation with Azospirillum brasilense in combination with silicon (Si) can enhance N use efficiency (NUE) in wheat and to evaluate and correlate nutritional and productive components and wheat grain yield. The study was carried out on a Rhodic Hapludox under a no-till system with a completely randomized block design with four replications in a 2 × 2 × 5 factorial scheme: two liming sources (with Ca and Mg silicate as the Si source and limestone); two inoculations (control - without inoculation and seed inoculation with A. brasilense) and five side-dress N rates (0, 50, 100, 150 and 200 kg ha-1). The results of this study showed positive improvements in wheat growth production parameters, NUE and grain yield as a function of inoculation associated with N rates. Inoculation can complement and optimize N fertilization, even with high N application rates. The potential benefits of Si use were less evident; however, the use of Si can favour N absorption, even when associated with A. brasilense. Therefore, studies conducted under tropical conditions with Ca and Mg silicate are necessary to better understand the role of Si applied alone or in combination with growth-promoting bacteria such as A. brasilense.
Collapse
Affiliation(s)
- Fernando Shintate Galindo
- São Paulo State University (UNESP), College of Engineering of Ilha Solteira, Department of Plant Health, Rural Engineering, and Soils, P.O. BOX 15385-000, Av. Brasil Sul, 830 - Centro, Ilha Solteira, state of São Paulo, Brazil
| | - Salatiér Buzetti
- São Paulo State University (UNESP), College of Engineering of Ilha Solteira, Department of Plant Health, Rural Engineering, and Soils, P.O. BOX 15385-000, Av. Brasil Sul, 830 - Centro, Ilha Solteira, state of São Paulo, Brazil
| | - Willian Lima Rodrigues
- São Paulo State University (UNESP), College of Engineering of Ilha Solteira, Department of Plant Health, Rural Engineering, and Soils, P.O. BOX 15385-000, Av. Brasil Sul, 830 - Centro, Ilha Solteira, state of São Paulo, Brazil
| | - Eduardo Henrique Marcandalli Boleta
- São Paulo State University (UNESP), College of Engineering of Ilha Solteira, Department of Plant Health, Rural Engineering, and Soils, P.O. BOX 15385-000, Av. Brasil Sul, 830 - Centro, Ilha Solteira, state of São Paulo, Brazil
| | - Vinicius Martins Silva
- São Paulo State University (UNESP), College of Engineering of Ilha Solteira, Department of Plant Health, Rural Engineering, and Soils, P.O. BOX 15385-000, Av. Brasil Sul, 830 - Centro, Ilha Solteira, state of São Paulo, Brazil
| | - Renan Francisco Rimoldi Tavanti
- São Paulo State University (UNESP), College of Engineering of Ilha Solteira, Department of Plant Health, Rural Engineering, and Soils, P.O. BOX 15385-000, Av. Brasil Sul, 830 - Centro, Ilha Solteira, state of São Paulo, Brazil
| | - Guilherme Carlos Fernandes
- São Paulo State University (UNESP), College of Engineering of Ilha Solteira, Department of Plant Health, Rural Engineering, and Soils, P.O. BOX 15385-000, Av. Brasil Sul, 830 - Centro, Ilha Solteira, state of São Paulo, Brazil
| | - Antônio Leonardo Campos Biagini
- São Paulo State University (UNESP), College of Engineering of Ilha Solteira, Department of Plant Health, Rural Engineering, and Soils, P.O. BOX 15385-000, Av. Brasil Sul, 830 - Centro, Ilha Solteira, state of São Paulo, Brazil
| | - Poliana Aparecida Leonel Rosa
- São Paulo State University (UNESP), College of Engineering of Ilha Solteira, Department of Plant Health, Rural Engineering, and Soils, P.O. BOX 15385-000, Av. Brasil Sul, 830 - Centro, Ilha Solteira, state of São Paulo, Brazil
| | - Marcelo Carvalho Minhoto Teixeira Filho
- São Paulo State University (UNESP), College of Engineering of Ilha Solteira, Department of Plant Health, Rural Engineering, and Soils, P.O. BOX 15385-000, Av. Brasil Sul, 830 - Centro, Ilha Solteira, state of São Paulo, Brazil.
| |
Collapse
|
36
|
Galindo FS, Pagliari PH, Buzetti S, Rodrigues WL, Santini JMK, Boleta EHM, Rosa PAL, Rodrigues Nogueira TA, Lazarini E, Filho MCMT. Can silicon applied to correct soil acidity in combination with Azospirillum brasilense inoculation improve nitrogen use efficiency in maize? PLoS One 2020; 15:e0230954. [PMID: 32267854 PMCID: PMC7141695 DOI: 10.1371/journal.pone.0230954] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Accepted: 03/12/2020] [Indexed: 02/05/2023] Open
Abstract
Alternative management practices are needed to minimize the need for chemical fertilizer use in non-leguminous cropping systems. The use of biological agents that can fix atmospheric N has shown potential to improve nutrient availability in grass crops. This research was developed to investigate if inoculation with Azospirillum brasilense in combination with silicon (Si) can enhance N use efficiency (NUE) in maize. The study was set up in a Rhodic Hapludox under a no-till system, in a completely randomized block design with four replicates. Treatments were tested in a full factorial design and included: i) five side dress N rates (0 to 200 kg ha-1); ii) two liming sources (Ca and Mg silicate and dolomitic limestone); and iii) with and without seed inoculation with A. brasilense. Inoculation with A. brasilense was found to increase grain yield by 15% when N was omitted and up to 10% when N was applied. Inoculation also increased N accumulation in plant tissue. Inoculation and limestone application were found to increase leaf chlorophyll index, number of grains per ear, harvest index, and NUE. Inoculation increased harvest index and NUE by 9.5 and 19.3%, respectively, compared with non-inoculated plots. Silicon application increased leaf chlorophyll index and N-leaf concentration. The combination of Si and inoculation provided greater Si-shoot accumulation. This study showed positive improvements in maize growth production parameters as a result of inoculation, but the potential benefits of Si use were less evident. Further research should be conducted under growing conditions that provide some level of biotic or abiotic stress to study the true potential of Si application.
Collapse
Affiliation(s)
- Fernando Shintate Galindo
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira, São Paulo, Brazil
| | - Paulo Humberto Pagliari
- Department of Soil, Water, and Climate, University of Minnesota, Southwest Research and Outreach Center, Lamberton, Minnesota, United States of America
| | - Salatiér Buzetti
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira, São Paulo, Brazil
| | - Willian Lima Rodrigues
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira, São Paulo, Brazil
| | | | | | - Poliana Aparecida Leonel Rosa
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira, São Paulo, Brazil
| | | | - Edson Lazarini
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira, São Paulo, Brazil
| | | |
Collapse
|
37
|
Pereira NCM, Galindo FS, Gazola RPD, Dupas E, Rosa PAL, Mortinho ES, Filho MCMT. Corn Yield and Phosphorus Use Efficiency Response to Phosphorus Rates Associated With Plant Growth Promoting Bacteria. Front Environ Sci 2020. [DOI: 10.3389/fenvs.2020.00040] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
|
38
|
Rosa PAL, Mortinho ES, Jalal A, Galindo FS, Buzetti S, Fernandes GC, Barco Neto M, Pavinato PS, Teixeira Filho MCM. Inoculation With Growth-Promoting Bacteria Associated With the Reduction of Phosphate Fertilization in Sugarcane. Front Environ Sci 2020. [DOI: 10.3389/fenvs.2020.00032] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
|
39
|
Galindo FS, Teixeira Filho MCM, Buzetti S, Rodrigues WL, Boleta EHM, Fernandes GC. Silicon as an acidity corrective associated with Azospirillum brasilense to improve nitrogen management and wheat profitability. Semina: Ciênc Agrár 2020. [DOI: 10.5433/1679-0359.2020v41n2p447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
|
40
|
Meneghini-Nogueira L, Buzetti S, Filho MCMT, Shintate-Galindo F, Franco-Mello T. Residual effect of KCl coated by polymeters incorporated in a corn crop. Idesia 2020. [DOI: 10.4067/s0718-34292020000100039] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
|
41
|
Galindo FS, Teixeira Filho MCM, Buzetti S, Santini JMK, Boleta EHM, Rodrigues WL. Macronutrient accumulation in wheat crop (Triticum aestivum L.) with Azospirillum brasilense associated with nitrogen doses and sources. Journal of Plant Nutrition 2020. [DOI: 10.1080/01904167.2020.1727511] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Fernando Shintate Galindo
- Department of Plant Health, Rural Engineering, and Soils, São Palo State University, Ilha Solteira, SP, Brazil
| | | | - Salatiér Buzetti
- Department of Plant Health, Rural Engineering, and Soils, São Palo State University, Ilha Solteira, SP, Brazil
| | - José Mateus Kondo Santini
- Department of Plant Health, Rural Engineering, and Soils, São Palo State University, Ilha Solteira, SP, Brazil
| | | | - Willian Lima Rodrigues
- Department of Plant Health, Rural Engineering, and Soils, São Palo State University, Ilha Solteira, SP, Brazil
| |
Collapse
|
42
|
Nascimento VD, Arf O, Alves MC, Souza EJD, Silva PRTD, Hiroshi Kaneko F, Traete Sabundjian M, Teixeira Filho MCM, Shintate Galindo F. Soil mechanical scarification increases the dry matter yield of cover crops under no-tillage. Idesia 2019. [DOI: 10.4067/s0718-34292019000400029] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
|
43
|
da Silva Viana R, de Almeida Moreira BR, Lisboa LAM, Junior RS, Nogueira TAR, de Figueiredo PAM, Filho MCMT, Ramos SB. Morphological Changes in Sugarcane Crop Induced by the Plant Growth-Promoting Bacterium Azospirillum brasilense. Sugar Tech 2019. [DOI: 10.1007/s12355-019-00773-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
|
44
|
Galindo FS, Teixeira Filho MCM, Buzetti S, Santini JMK, Montanari R, Freitas LA, Rodrigues WL. Micronutrient Accumulation with Azospirillum Brasilense Associated with Nitrogen Fertilization Management in Wheat. Communications in Soil Science and Plant Analysis 2019. [DOI: 10.1080/00103624.2019.1667369] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Fernando Shintate Galindo
- Department of plant health, rural engineering, and soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira, SP, Brazil
| | | | - Salatiér Buzetti
- Department of plant health, rural engineering, and soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira, SP, Brazil
| | - José Mateus Kondo Santini
- Department of plant health, rural engineering, and soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira, SP, Brazil
| | - Rafael Montanari
- Department of plant health, rural engineering, and soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira, SP, Brazil
| | - Leandro Alves Freitas
- Department of plant health, rural engineering, and soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira, SP, Brazil
| | - Willian Lima Rodrigues
- Department of plant health, rural engineering, and soils (DEFERS), São Paulo State University (UNESP), Ilha Solteira, SP, Brazil
| |
Collapse
|
45
|
Nogueira LM, Teixeira Filho MCM, Megda MM, Galindo FS, Buzetti S, Alves CJ. Nutritional assessment and yield of corn as a function of boron rates and zinc fertilization. SCA 2019. [DOI: 10.5433/1679-0359.2019v40n6p2545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Brazilian Cerrado soils are commonly deficient in boron (B) and zinc (Zn). It is still debated whether B and Zn interaction has a synergistic or antagonistic effect on the absorption thereof. Thus, we conducted this study to evaluate the effect of boron rates (0, 1, 2, 3, and 4 kg ha?1, as boric acid), with or without zinc fertilization (2 kg ha?1 Zn, as zinc sulfate), on corn nutritional status and grain yield. We also assessed the residual effect of such fertilization on the fall corn crop grown on an Oxisol in a no-tillage system. A synergistic effect between B and Zn was observed on corn nutritional status when applied to the soil at rates of up to 2 kg ha?1, with higher soil contents resulting from the interaction between these micronutrients. Zinc fertilization and increasing boron rates had no significant influence on corn grain yield in both spring/summer and fall crops, grown on a boron-deficient, clayey soil of Cerrado biome.
Collapse
|
46
|
Vicentini ME, Pinotti CR, Hirai WY, de Moraes MLT, Montanari R, Filho MCMT, Milori DMBP, Júnior NLS, Panosso AR. CO2 emission and its relation to soil temperature, moisture, and O2 absorption in the reforested areas of Cerrado biome, Central Brazil. Plant Soil 2019. [DOI: 10.1007/s11104-019-04262-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
|
47
|
Galindo FS, Teixeira Filho MCM, Buzetti S, Rodrigues WL, Santini JMK, Alves CJ. Nitrogen fertilisation efficiency and wheat grain yield affected by nitrogen doses and sources associated with Azospirillum brasilense. Acta Agriculturae Scandinavica, Section B — Soil & Plant Science 2019. [DOI: 10.1080/09064710.2019.1628293] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Fernando Shintate Galindo
- Department of Plant Health, Rural Engineering, and Soils, College of Engineering, São Paulo State University (UNESP), Ilha Solteira-SP, Brazil
| | | | - Salatiér Buzetti
- Department of Plant Health, Rural Engineering, and Soils, College of Engineering, São Paulo State University (UNESP), Ilha Solteira-SP, Brazil
| | - Willian Lima Rodrigues
- Department of Plant Health, Rural Engineering, and Soils, College of Engineering, São Paulo State University (UNESP), Ilha Solteira-SP, Brazil
| | - José Mateus Kondo Santini
- Department of Plant Health, Rural Engineering, and Soils, College of Engineering, São Paulo State University (UNESP), Ilha Solteira-SP, Brazil
| | - Cleiton José Alves
- Department of Crop Science, College of Agricultural Science, São Paulo State University (UNESP), Botucatu-SP, Brazil
| |
Collapse
|
48
|
Galindo FS, Buzetti S, Minhoto Teixeira Filho MC, Dupas E. Rates and sources of nitrogen fertilizer application on yield and quality of Panicum maximum cv. Mombasa. Idesia 2019. [DOI: 10.4067/s0718-34292019000200067] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
|
49
|
Gazola RDN, Buzetti S, Teixeira Filho MCM, Gazola RPD, Celestrino TDS, Silva ACD, Silva PHMD. Potassium Fertilization of Eucalyptus in an Entisol in Low-Elevation Cerrado. Rev Bras Ciênc Solo 2019. [DOI: 10.1590/18069657rbcs20180085] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
|
50
|
Shintate Galindo F, Teixeira Filho MCM, Buzetti S, Rodrigues WL, Fernandes GC, Marcandalli Boleta EH, Barco Neto M, Campos Biagini AL, Bianchi Baratella E, Silva de Souza J. Nitrogen rates associated with the inoculation of Azospirillum brasilense and application of Si: Effects on micronutrients and silicon concentration in irrigated corn. Open Agriculture 2018. [DOI: 10.1515/opag-2018-0056] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Abstract
The aim of this study was to analyze whether there are differences between the inoculation with Azospirillum brasilense and the silicon application, thus enabling a higher efficiency of nitrogen fertilization, evaluating micronutrients and silicon concentration in shoots and roots of irrigated corn (Zea mays). The experiment was conducted in Selviria, Brazil, under a no-till system, on a Typic Rhodic Hapludox. The experiment was set up as a randomized block design with four replications, in a 2 × 5 × 2 factorial arrangement consisting of two soil corrective sources (dolomitic limestone and Ca and Mg silicate as source of Si); five N rates (0, 50, 100, 150 and 200 kg ha-1); with and without inoculation with A. brasilense. N rates increased B, Cu and Fe concentrations in shoots and B, Cu, Fe, Mn, Zn and Si in roots. Inoculation provided greater concentrations of B and Fe in shoots, and B in roots. Although inoculation with A. brasilense favored micronutrient uptake, it negatively affected Si concentration in shoots in 2015/16 crop. The use of Si in the form of Ca and Mg silicate promotes an increase in Mn, Si and Zn uptake in shoots and Mn and Si concentration in roots.
Collapse
|