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Updated: Jun 18, 2025

Watershed Planning within a Quantitative Scenario Analysis Framework
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Watershed Planning within a Quantitative Scenario Analysis Framework

Published on: July 24, 2016

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由物理机制指导的可解释机器学习揭示了在动态土地使用变化下下水的驱动因素

Shuli Wang1, Yitian Liu1, Wei Wang1

  • 1School of Water and Environment, Chang'an University, Xi'an, 710061, China; Key Laboratory of Subsurface Hydrology and Ecological Effects in Arid Region, Ministry of Education, Chang'an University, Xi'an, 710061, China.

Journal of environmental management
|July 27, 2024
PubMed
概括

人类活动对流域流水产生影响. 这项研究使用可解释的机器学习来揭示土地利用变化,如农业和森林,如何动态影响水流量,确定关键的气象值.

关键词:
土地使用变化 土地使用变化排水模拟 排水模拟这就是 SHAP SHAP 的意思.特别突击队的特种部队.在XGBoost中使用.

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