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Hybrid modeling for grassland productivity prediction: A parametric and machine learning technique for grazing management with applicability to digital twin decision systems

José M. Paruelo, Marcos Texeira and Fernando Tomasel

Agricultural Systems, 2024, vol. 214, issue C

Abstract: Monitoring Aboveground Net Primary Production (ANPP) is critical to assess not only the current ecosystem status but also its long-term dynamics. In rangelands, the seasonal dynamics of ANPP determines forage availability, stock density, and livestock productivity.

Keywords: Grasslands; ANPP; Remote sensing; Artificial neural networks; Uruguay; Agroecological transitions (search for similar items in EconPapers)
Date: 2024
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Persistent link: https://EconPapers.repec.org/RePEc:eee:agisys:v:214:y:2024:i:c:s0308521x23002524

DOI: 10.1016/j.agsy.2023.103847

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