Construction of an Agricultural Drought Monitoring Model for Karst with Coupled Climate and Substratum Factors—A Case Study of Guizhou Province, China

Construction of an Agricultural Drought Monitoring Model for Karst with Coupled Climate and Substratum Factors—A Case Study of Guizhou Province, China

Droughts are becoming more frequent in the karst region of southwest China due to climate change, and accurate monitoring of karst agricultural droughts is crucial. To this end, in this study, based on random forest (RF) and support vector regression (SVR) algorithms, the monthly precipitation, mont...

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Bibliographic Details
Main Authors: Lihui Chen, Zhonghua He, Xiaolin Gu, Mingjin Xu, Shan Pan, Hongmei Tan, Shuping Yang
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Water
Subjects:
karst agricultural drought
monitoring models
random forests
support vector regression
mutation probabilities
Online Access:https://www.mdpi.com/2073-4441/15/9/1795

Internet

https://www.mdpi.com/2073-4441/15/9/1795

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