Comparison and Correction of Runoff Simulation Based on XGBoost and SWAT

Comparison and Correction of Runoff Simulation Based on XGBoost and SWAT

Runoff simulation has always been a research hotspot in hydrological science, which has important guiding significance for water resources research. Based on the extreme gradient boosting (XGBoost) algorithm and soil and water assessment tool (SWAT) model, a runoff simulation model was constructed b...

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Bibliographic Details
Main Authors: LIANG Lisha, JIANG Xiaolei, HU Leyi, SHEN Jing, ZHANG Liping, FU Xiaolei
Format: Article
Language:zho
Published: Editorial Office of Pearl River 2025-01-01
Series:Renmin Zhujiang
Subjects:
XGBoost
SWAT
runoff simulation
error correction
Online Access:http://www.renminzhujiang.cn/thesisDetails#10.3969/j.issn.1001-9235.2025.01.006
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