County-level corn yield prediction using supervised machine learning

County-level corn yield prediction using supervised machine learning

ABSTRACTThe main objectives of this study are (1) to compare several machine learning models to predict county-level corn yield in the study area and (2) to compare the feasibility of machine learning models for in-season yield prediction. We acquired remotely sensed vegetation indices data from mod...

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Bibliographic Details
Main Authors: Shahid Nawaz Khan, Abid Nawaz Khan, Aqil Tariq, Linlin Lu, Naeem Abbas Malik, Muhammad Umair, Wesam Atef Hatamleh, Farah Hanna Zawaideh
Format: Article
Language:English
Published: Taylor & Francis Group 2023-12-01
Series:European Journal of Remote Sensing
Subjects:
Remote sensing
yield prediction
MODIS
vegetation indices
food security
Online Access:https://www.tandfonline.com/doi/10.1080/22797254.2023.2253985

Internet

https://www.tandfonline.com/doi/10.1080/22797254.2023.2253985

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