Digital soil mapping and crop modeling to define the spatially-explicit influence of soils on water-limited sugarcane yield - dos Santos, Natasha Valadares; Rizzo, Rodnei; Dias, Henrique Boriolo; Safanelli, José Lucas; Bonfatti, Benito Roberto; Sentelhas, Paulo Cesar; Amorim, Merilyn Taynara Accorsi; Mello, Danilo Cesar; Falcioni, Renan; Francelino, Marcio; Veloso, Gustavo Vieira; Demattê, José A. M. (Plant and soil, 2024)
Keywords: Agricultural production; Agriculture; Algorithms; Biomedical and Life Sciences; Brazil; Computer simulation; crop models; Crop production; Crop yield; Crops; data collection; Digital mapping; Ecology; Food processing industry; hydrology; Information processing; Learning algorithms; Life Sciences; Machine learning; Mapping; Modelling; Monte Carlo method; Monte Carlo simulation; Performance evaluation; Plant Physiology; Plant Sciences; prediction; Predictions; Research Article; Simulation models; Soil analysis; soil heterogeneity; Soil improvement; soil map; Soil mapping; Soil maps; Soil properties; Soil Science & Conservation; Soil water; Sugarcane; texture; Uncertainty; yield mapping; Brazil; DSSAT/CANEGRO; Monte Carlo simulations; Spatial soil variability; Grid yield estimation