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Updated: May 14, 2025

Watershed Planning within a Quantitative Scenario Analysis Framework
12:44

Watershed Planning within a Quantitative Scenario Analysis Framework

Published on: July 24, 2016

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通过SHAPley添加式扩张 (SHAP) 方法的透视来预测峡谷侵蚀易感性,使用堆叠组合模型

Jeongho Han1, Jorge A Guzman2, Maria L Chu2

  • 1Department of Agricultural and Biological Engineering, The GRAINGER College of Engineering, College of Agricultural, Consumer & Environmental Sciences, ACES, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA; Agriculture and Life Sciences Research Institute, Kangwon National University, Chuncheon, 24341, Republic of Korea.

Journal of environmental management
|April 26, 2025
PubMed
概括

一个新的可解释的堆叠组合模型改善了峡谷侵蚀预测和解释. 这种方法提高了准确性,并为更好的环境管理提供了有关特征的重要性的见解.

关键词:
可解释的人工智能沟侵蚀易受性的沟侵蚀.机器学习是机器学习.沙普利添加剂的解释堆叠的一般化 堆叠的一般化

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Laboratory and Field Protocol for Estimating Sheet Erosion Rates from Dendrogeomorphology07:20

Laboratory and Field Protocol for Estimating Sheet Erosion Rates from Dendrogeomorphology

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Use of Principal Components for Scaling Up Topographic Models to Map Soil Redistribution and Soil Organic Carbon09:44

Use of Principal Components for Scaling Up Topographic Models to Map Soil Redistribution and Soil Organic Carbon

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