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Characterization of common bean production regions in Brazil using machine learning techniques

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  • Justino, Ludmilla Ferreira
  • Heinemann, Alexandre Bryan
  • Matta, David Henriques da
  • Stone, Luís Fernando
  • Gonçalves, Paulo Augusto de Oliveira
  • da Silva, Silvando Carlos

Abstract

Understanding the interactions between genotype, environment, and management is crucial for guiding the development of new cultivars and defining strategies to maximize yield under specific environmental conditions.

Suggested Citation

  • Justino, Ludmilla Ferreira & Heinemann, Alexandre Bryan & Matta, David Henriques da & Stone, Luís Fernando & Gonçalves, Paulo Augusto de Oliveira & da Silva, Silvando Carlos, 2025. "Characterization of common bean production regions in Brazil using machine learning techniques," Agricultural Systems, Elsevier, vol. 224(C).
    • Handle: RePEc:eee:agisys:v:224:y:2025:i:c:s0308521x24003871
    DOI: 10.1016/j.agsy.2024.104237
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    References listed on IDEAS

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    1. Justino, Ludmilla Ferreira & Alves Júnior, José & Battisti, Rafael & Heinemann, Alexandre Bryan & Leite, Caio Vinicius & Evangelista, Adão Wagner Pêgo & Casaroli, Derblai, 2019. "Assessment of economic returns by using a central pivot system to irrigate common beans during the rainfed season in Central Brazil," Agricultural Water Management, Elsevier, vol. 224(C), pages 1-1.
    2. Karimzadeh Soureshjani, Hedayatollah & Nezami, Ahmad & Kafi, Mohammad & Tadayon, Mahmoudreza, 2019. "Responses of two common bean (Phaseolus vulgaris L.) genotypes to deficit irrigation," Agricultural Water Management, Elsevier, vol. 213(C), pages 270-279.
    3. Thierry Michel Tene & Hatice Sari & Huseyin Canci & Amar Maaruf & Tuba Eker & Cengiz Toker, 2023. "Traits Related to Heat Stress in Phaseolus Species," Agriculture, MDPI, vol. 13(5), pages 1-20, April.
    4. Mathobo, Rudzani & Marais, Diana & Steyn, Joachim Martin, 2017. "The effect of drought stress on yield, leaf gaseous exchange and chlorophyll fluorescence of dry beans (Phaseolus vulgaris L.)," Agricultural Water Management, Elsevier, vol. 180(PA), pages 118-125.
    5. Antolin, Luís A.S. & Heinemann, Alexandre B. & Marin, Fábio R., 2021. "Impact assessment of common bean availability in Brazil under climate change scenarios," Agricultural Systems, Elsevier, vol. 191(C).
    Full references (including those not matched with items on IDEAS)

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