Corn Biomass Estimation by Integrating Remote Sensing and Long-Term Observation Data Based on Machine Learning Techniques

Corn Biomass Estimation by Integrating Remote Sensing and Long-Term Observation Data Based on Machine Learning Techniques

The accurate and timely estimation of regional crop biomass at different growth stages is of great importance in guiding crop management decision making. The recent availability of long time series of remote sensing data offers opportunities for crop monitoring. In this paper, four machine learning...

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Bibliographic Details
Main Authors: Liying Geng, Tao Che, Mingguo Ma, Junlei Tan, Haibo Wang
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Remote Sensing
Subjects:
corn
biomass
field data
MODIS
machine learning models
Online Access:https://www.mdpi.com/2072-4292/13/12/2352

Internet

https://www.mdpi.com/2072-4292/13/12/2352

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