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Nitrogen application model to assist site-specific management and improve crop production in a sustainable way

Grant number: 18/10225-3
Support Opportunities:Scholarships in Brazil - Post-Doctoral
Effective date (Start): October 01, 2018
Effective date (End): October 31, 2021
Field of knowledge:Agronomical Sciences - Agronomy - Soil Science
Principal Investigator:Rafael Otto
Grantee:Guilherme Martineli Sanches
Host Institution: Escola Superior de Agricultura Luiz de Queiroz (ESALQ). Universidade de São Paulo (USP). Piracicaba , SP, Brazil


The Brazilian agreement signed in September 2016 during COP-21 reaffirms the central role of Brazil in the Bioenergy production from sugarcane. The expansion of sugarcane production is associated with increased consumption of nitrogen fertilizers, which contribute to greenhouse gas emissions. If nitrogen fertilizer management is not handled properly, impacts to the environment can be harmful. The approach offered by Precision Agriculture (PA) can help achieve higher yields and sustainability of production. Among the different technologies, the evaluation of nitrogen (N) nutritional status in sugarcane by remote and proximal sensing has been highlighted in the literature as a promising option for efficient crops fertilization. On the other hand, the mapping of soil spatial variability can also contribute significantly to the rationalization of the inputs application, including N, although little used in PA studies. The soil apparent electrical conductivity (ECa) has been shown to be adequate to evaluate the soil fertility variability. This project is innovative in the sense of developing a recommendation model of N application in variable rates using two approaches: the first that evaluates aspects of the canopy reflectance indices of plants, and the second that uses parameters of the soil spatial variability by ECa assessment. This project aims to: i) carry out a literature review on soil factors that affecting the sugarcane response to N, using data mining, multivariate analysis and meta-analysis strategies; ii) to create maps of soil apparent electrical conductivity (ECa) and vegetation indices in sugarcane commercial fields; and iii) to create a recommendation algorithm for nitrogen fertilization at a variable rate, using data from plant canopy variability and soil parameters to create an optimized nitrogen fertilization model for sustainable sugarcane production. (AU)

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Scientific publications (5)
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)
SANCHES, GUILHERME M.; MAGALHAES, PAULO S. G.; KOLLN, ORIEL T.; OTTO, RAFAEL; RODRIGUES, FRANCELINO; CARDOSO, TEREZINHA F.; CHAGAS, MATEUS F.; FRANCO, HENRIQUE C. J.. Agronomic, economic, and environmental assessment of site-specific fertilizer management of Brazilian sugarcane fields. GEODERMA REGIONAL, v. 24, . (18/10225-3, 15/01587-0, 11/02817-9, 14/14965-0, 13/50942-2)
SANCHES, GUILHERME M.; OTTO, RAFAEL. A novel approach for determining nitrogen requirement based on a new agronomic principle-sugarcane as a crop model. PLANT AND SOIL, v. 472, n. 1-2, p. 15-pg., . (18/10225-3, 17/25566-8)
SANCHES, GUILHERME M.; GRAZIANO MAGALHAES, PAULO S.; DOS SANTOS LUCIANO, ANA C.; CAMARGO, LIVIA A.; FRANCO, HENRIQUE C. J.. Comprehensive assessment of spatial soil variability related to topographic parameters in sugarcane fields. Geoderma, v. 362, . (13/50942-2, 18/10225-3, 08/09265-9, 14/14965-0, 15/01587-0)
OTTO, R.; FERRAZ-ALMEIDA, R.; SANCHES, G. M.; LISBOA, I. P.; CHERUBIN, M. R.. Nitrogen fertilizer consumption and nitrous oxide emissions associated with ethanol production - A national-scale comparison between Brazilian sugarcane and corn in the United States. JOURNAL OF CLEANER PRODUCTION, v. 350, p. 13-pg., . (18/09845-7, 18/10225-3, 20/11865-6)
SANCHES, GUILHERME MARTINELI; BORDONAL, RICARDO DE OLIVEIRA; MAGALHAES, PAULO SERGIO GRAZIANO; OTTO, RAFAEL; CHAGAS, MATEUS FERREIRA; CARDOSO, TEREZINHA DE FATIMA; LUCIANO, ANA CLAUDIA DOS SANTOS. Towards greater sustainability of sugarcane production by precision agriculture to meet ethanol demands in south-central Brazil based on a life cycle assessment. BIOSYSTEMS ENGINEERING, v. 229, p. 12-pg., . (18/10225-3, 14/14965-0, 13/50942-2)

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