Cotton yield estimation model based on machine learning using time series UAV remote sensing data

Crop yield prediction is of great practical significance for farmers to make reasonable decisions, such as decisions on crop insurance, storage demand, cash flow budget, fertilizer, water and other input factors. The traditional yield measurement method is sampling surveys, which require a large are...

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Bibliographic Details
Main Authors: Weicheng Xu, Pengchao Chen, Yilong Zhan, Shengde Chen, Lei Zhang, Yubin Lan
Format: Article
Language:English
Published: Elsevier 2021-12-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S030324342100218X