Random Forest for rice yield mapping and prediction using Sentinel-2 data with Google Earth Engine
Author:
Publisher
Elsevier BV
Subject
Industrial and Manufacturing Engineering
Reference36 articles.
1. Crop yield estimation using decision trees and random forest machine learning algorithms on data from Terra (EOS AM-1) & Aqua (EOS PM-1) satellite data;Bhatnagar;Stud. Comput. Intell.,2020
2. Prediction of Field-Scale Wheat Yield Using Machine Learning Method and Multi-Spectral UAV Data;Bian;Remote Sens.,2022
3. Crop growth monitoring through sentinel and landsat data based ndvi time-series;Boori;Comput. Opt.,2020
4. Spatiotemporal ecological vulnerability analysis with statistical correlation based on satellite remote sensing in Samara, Russia;Boori;J. Environ. Manage.,2021
5. Change Detection of Amazonian Alluvial Gold Mining Using Deep Learning and Sentinel-2 Imagery;Camalan;Remote Sens.,2022
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