Rice yield estimation based on weather conditions and on technological level of production systems in Brazil

Authors

  • José Eduardo Boffino de Almeida Monteiro EMBRAPA - CNPUV
  • Letícia da Costa Azevedo Embrapa Informática Agropecuária
  • Eduardo Delgado Assad Embrapa Informática Agropecuária,
  • Paulo Cesar Sentelhas Universidade de São Paulo, Escola Superior de Agronomia Luiz de Queiroz

DOI:

https://doi.org/10.1590/S1678-3921.pab2013.v48.12664

Keywords:

crop simulation model, crop yield forecast, model efficiency, water deficit.

Abstract

The objective of this work was to evaluate an estimation system for rice yield in Brazil, based on simple agrometeorological models and on the technological level of production systems. This estimation system incorporates the conceptual basis proposed by Doorenbos & Kassam for potential and attainable yields with empirical adjusts for maximum yield and crop sensitivity to water deficit, considering five categories of rice yield. Rice yield was estimated from 2000/2001 to 2007/2008, and compared to IBGE yield data. Regression analyses between model estimates and data from IBGE surveys resulted in significant coefficients of determination, with less dispersion in the South than in the North and Northeast regions of the country. Index of model efficiency (E1') ranged from 0.01 in the lower yield classes to 0.45 in higher ones, and mean absolute error ranged from 58 to 250 kg ha‑1, respectively.

Author Biography

José Eduardo Boffino de Almeida Monteiro, EMBRAPA - CNPUV

Graduação em Engenharia Agronômica pela Universidade de São Paulo (2000), mestrado (2003) e doutorado (2007) em Agronomia - Agrometeorologia pela Universidade de São Paulo. Doutorado sanduíche pela Iowa State University e colaboração em projetos multidisciplinares nacionais e internacionais. Experiência na área de Agronomia com análise e elaboração de projetos de pesquisa e desenvolvimento em agrometeorologia e doenças de plantas, modelagem, balanço hídrico, ambientes protegidos, instrumentação agrometeorológica, ecofisiologia de plantas cultivadas. Consultor de Pesquisa e Desenvolvimento de produtos para agricultura para o Instituto Nacional de Meteorologia (INMET) e Embrapa. Atualmente é Pesquisador A da EMBRAPA Uva e Vinho.

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Published

2013-04-18

How to Cite

Monteiro, J. E. B. de A., Azevedo, L. da C., Assad, E. D., & Sentelhas, P. C. (2013). Rice yield estimation based on weather conditions and on technological level of production systems in Brazil. Pesquisa Agropecuaria Brasileira, 48(2), 123–131. https://doi.org/10.1590/S1678-3921.pab2013.v48.12664

Issue

Section

AGROMETEOROLOGY