Medium-long-term Forecast of the Runoff of the Xinfengjiang Reservoir in Dry Season Based on the Random Forest and RBF Artificial Neural Network

Medium-long-term Forecast of the Runoff of the Xinfengjiang Reservoir in Dry Season Based on the Random Forest and RBF Artificial Neural Network

Based on the random forest and RBF artificial neural network, this paper establishes themedium-long-term forecast model for the runoff of Xinfengjiang reservoir in dry season, filtersthe forecast factors from 74 hydrometeorological features and pre-rainfall and runoff by therandom forest, and then f...

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Bibliographic Details
Main Authors: ZHENG Yanhui, ZHANG Lilan, TIAN Zhaowei, CHEN Xiaohong
Format: Article
Language:zho
Published: Editorial Office of Pearl River 2020-01-01
Series:Renmin Zhujiang
Subjects:
Random Forest
neural network
runoff in dry season
forecast
Online Access:http://www.renminzhujiang.cn/thesisDetails#10.3969/j.issn.1001-9235.2020.05.005
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