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˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences • Vol XLVIII-M-1-2023
SOYBEAN CROP YIELD PREDICTION BY INTEGRATION OF REMOTE SENSING AND WEATHER OBSERVATIONS
April 2023 • Jayantrao Mohite, Suryakant Sawant, Ankur Pandit, Rishabh Agrawal, Srinivasu Pappula
Abstract. The main objective of this study is the in-season forecasting of soybean crop yield using the integration of satellite remote sensing and weather observations. The study was carried out in the Paran´a state of Brazil. The soybean crop in the study region is sown during Oct.–Nov. month and harvested between Feb.–Mar. of the next year. Municipality-level soybean yield data for 15 municipalities was obtained from the AGROLINK portal of Brazil, from the 2005–06 season to the 2020–21 season. The crop yield da…
Normalized Difference Vegetation Index
Random Forest
Regression Analysis
Crop
Mathematics
Support Vector Machine
Environmental Science
Geography
Remote Sensing
Statistics
Agronomy
Forestry
Machine Learning
Computer Science
Biology
Medicine
Metallurgy
Materials Science
Histopathology