Runoff Probability Prediction Model Based on Natural Gradient Boosting with Tree-Structured Parzen Estimator Optimization

Accurate and reliable runoff prediction is critical for solving problems related to water resource planning and management. Deterministic runoff prediction methods cannot meet the needs of risk analysis and decision making. In this study, a runoff probability prediction model based on natural gradie...

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Bibliographic Details
Main Authors: Keyan Shen, Hui Qin, Jianzhong Zhou, Guanjun Liu
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Water
Subjects:
Online Access:https://www.mdpi.com/2073-4441/14/4/545