Annual 30 m soybean yield mapping in Brazil using long-term satellite observations, climate data and machine learning
Author:
Publisher
Elsevier BV
Subject
Atmospheric Science,Agronomy and Crop Science,Global and Planetary Change,Forestry
Reference90 articles.
1. Estimating maize biomass and yield over large areas using high spatial and temporal resolution Sentinel-2 like remote sensing data;Battude;Remote Sens. Environ.,2016
2. A generalized regression-based model for forecasting winter wheat yields in Kansas and Ukraine using MODIS data;Becker-Reshef;Remote Sens. Environ.,2010
3. Uniting remote sensing, crop modelling and economics for agricultural risk management;Benami;Nat. Rev. Earth Environ.,2021
4. Forecasting crop yield using remotely sensed vegetation indices and crop phenology metrics;Bolton;Agric. For. Meteorol.,2013
5. Random forests;Breiman;Mach. Learn.,2001
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