Multilevel Deep Learning Network for County-Level Corn Yield Estimation in the U.S. Corn Belt

Multilevel Deep Learning Network for County-Level Corn Yield Estimation in the U.S. Corn Belt

Accurate and timely estimation of crop yield at a small scale is of great significance to food security and harvest management. Recent studies have proven remote sensing is an efficient method for yield estimation and machine learning, especially deep learning, can infer a good prediction by integra...

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Bibliographic Details
Main Authors:	Jie Sun, Zulong Lai, Liping Di, Ziheng Sun, Jianbin Tao, Yonglin Shen
Format:	Article
Language:	English
Published:	IEEE 2020-01-01
Series:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:	Convolutional neural network (CNN) county-level long short-term memory (LSTM) prediction yield
Online Access:	https://ieeexplore.ieee.org/document/9177261/

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