Thermokarst lake susceptibility assessment using machine learning models in permafrost landscapes of the Arctic-Reference-Cited by-同舟云学术

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Thermokarst lake susceptibility assessment using machine learning models in permafrost landscapes of the Arctic

Published:2023-11 Issue: Volume:900 Page:165709
ISSN:0048-9697
Container-title:Science of The Total Environment
language:en
Short-container-title:Science of The Total Environment

Author:

Wang Rui,Guo Lanlan,Yang Yuting,Zheng Hao,Jia Hong,Diao Baijian,Li Hang,Liu Jifu

Funder

Beijing Normal University

National Key Research and Development Program of China

Publisher

Elsevier BV

Subject

Pollution,Waste Management and Disposal,Environmental Chemistry,Environmental Engineering

Reference69 articles.

1. Statistical forecasting of current and future Circum-Arctic ground temperatures and active layer thickness;Aalto;Geophys. Res. Lett.,2018

2. TerraClimate, a high-resolution global dataset of monthly climate and climatic water balance from 1958–2015;Abatzoglou;Sci. Data,2018

3. Global extent of rivers and streams;Allen;Science,2018

4. Snow, Water, Ice And Permafrost in the Arctic (SWIPA) 2017;AMAP,2017

5. Geomorpho90m, empirical evaluation and accuracy assessment of global high-resolution geomorphometric layers;Amatulli;Sci. Data,2020

Cited by 4 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A new inventory and future projections of thermokarst lakes in the permafrost regions of the Qilian Mountains, northeastern Qinghai-Tibet Plateau, China;Geomorphology;2024-10

2. Susceptibility Modeling and Potential Risk Analysis of Thermokarst Hazard in Qinghai–Tibet Plateau Permafrost Landscapes Using a New Interpretable Ensemble Learning Method;Atmosphere;2024-06-29

3. Machine learning-based predictions of current and future susceptibility to retrogressive thaw slumps across the Northern Hemisphere;Advances in Climate Change Research;2024-04

4. Data-driven assessment of soil total nitrogen on the Qinghai-Tibet Plateau;Science of The Total Environment;2024-03

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