Remote Sensing-Based Classification of Winter Irrigation Fields Using the Random Forest Algorithm and GF-1 Data: A Case Study of Jinzhong Basin, North China

Remote Sensing-Based Classification of Winter Irrigation Fields Using the Random Forest Algorithm and GF-1 Data: A Case Study of Jinzhong Basin, North China

Irrigation is one of the key agricultural management practices of crop cultivation in the world. Irrigation practice is traceable on satellite images. Most irrigated area mapping methods were developed based on time series of NDVI or backscatter coefficient within the growing season. However, it has...

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Bibliographic Details
Main Authors: Qiaomei Su, Jin Lv, Jinlong Fan, Weili Zeng, Rong Pan, Yuejiao Liao, Ying Song, Chunliang Zhao, Zhihao Qin, Pierre Defourny
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Remote Sensing
Subjects:
irrigation map
irrigation fields
classification
GF-1
Online Access:https://www.mdpi.com/2072-4292/15/18/4599

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