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Machine learning-based thermokarst landslide susceptibility modeling across the permafrost region on the Qinghai-Tibet Plateau

https://doi.org/10.1007/s10346-021-01669-7
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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inferredcites →https://doi.org/10.1002/ppp.666openalex-snapshot
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inferredcites →https://doi.org/10.1002/ppp.688openalex-snapshot
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inferredcites →https://doi.org/10.1002/ppp.705openalex-snapshot
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inferredcites →https://doi.org/10.1007/s10346-020-01344-3openalex-snapshot
Acceleration of thaw slump during 1997–2017 in the Qilian Mountains of the northern Qinghai-Tibetan plateau
inferredcites →https://doi.org/10.1007/s10346-020-01392-9openalex-snapshot
Machine learning ensemble modelling as a tool to improve landslide susceptibility mapping reliability
inferredcites →https://doi.org/10.1007/s11069-014-1267-4openalex-snapshot
Thaw-induced slope failures and susceptibility mapping in permafrost regions of the Qinghai–Tibet Engineering Corridor, China
inferredcites →https://doi.org/10.1007/s11629-015-3485-yopenalex-snapshot
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inferredcites →https://doi.org/10.1016/j.earscirev.2019.04.023openalex-snapshot
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inferredcites →https://doi.org/10.1016/j.earscirev.2020.103225openalex-snapshot
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inferredcites →https://doi.org/10.1016/j.earscirev.2020.103433openalex-snapshot
The status and stability of permafrost carbon on the Tibetan Plateau
inferredcites →https://doi.org/10.1016/j.earscirev.2020.103500openalex-snapshot
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inferredcites →https://doi.org/10.1016/j.geomorph.2015.01.024openalex-snapshot
Distribution and growth of thaw slumps in the Richardson Mountains–Peel Plateau region, northwestern Canada
inferredcites →https://doi.org/10.1016/j.geomorph.2016.04.011openalex-snapshot
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inferredcites →https://doi.org/10.1016/j.geomorph.2019.04.029openalex-snapshot
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inferredcites →https://doi.org/10.1016/j.geomorph.2019.05.020openalex-snapshot
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inferredcites →https://doi.org/10.1016/j.gloplacha.2015.02.008openalex-snapshot
Increased precipitation drives mega slump development and destabilization of ice-rich permafrost terrain, northwestern Canada
inferredcites →https://doi.org/10.1016/j.rse.2019.111534openalex-snapshot
Using deep learning to map retrogressive thaw slumps in the Beiluhe region (Tibetan Plateau) from CubeSat images
inferredcites →https://doi.org/10.1016/j.scib.2019.03.033openalex-snapshot
Tackling on environmental changes in Tibetan Plateau with focus on water, ecosystem and adaptation
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inferredcites →https://doi.org/10.1038/nclimate2563openalex-snapshot
Elevation-dependent warming in mountain regions of the world
inferredcites →https://doi.org/10.1038/ncomms13043openalex-snapshot
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inferredcites →https://doi.org/10.1038/ngeo2674openalex-snapshot
Pan-Arctic ice-wedge degradation in warming permafrost and its influence on tundra hydrology
inferredcites →https://doi.org/10.1038/s41467-018-08240-4openalex-snapshot
Permafrost is warming at a global scale
inferredcites →https://doi.org/10.1038/s41467-019-09314-7openalex-snapshot
Extremes of summer climate trigger thousands of thermokarst landslides in a High Arctic environment
inferredcites →https://doi.org/10.1088/1748-9326/11/3/034025openalex-snapshot
Acceleration of thaw slump activity in glaciated landscapes of the Western Canadian Arctic
inferredcites →https://doi.org/10.1088/1748-9326/11/4/040201openalex-snapshot
Changing permafrost in a warming world and feedbacks to the Earth system
inferredcites →https://doi.org/10.1088/1748-9326/ab12fdopenalex-snapshot
Rapid initialization of retrogressive thaw slumps in the Canadian high Arctic and their response to climate and terrain factors
inferredcites →https://doi.org/10.1111/gcb.12277openalex-snapshot
The impacts of climate change and human activities on biogeochemical cycles on the Q inghai‐ T ibetan P lateau
inferredcites →https://doi.org/10.1111/j.1467-9868.2010.00749.xopenalex-snapshot
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BIOMOD – a platform for ensemble forecasting of species distributions
inferredcites →https://doi.org/10.1371/journal.pone.0169748openalex-snapshot
SoilGrids250m: Global gridded soil information based on machine learning
inferredcites →https://doi.org/10.1657/1523-0430-41.1.59openalex-snapshot
Fluvial Impact of Extensive Active Layer Detachments, Cape Bounty, Melville Island, Canada
inferredcites →https://doi.org/10.2307/j.ctt1w6tb9vopenalex-snapshot
The Periglacial Environment
inferredcites →https://doi.org/10.32614/r.manualsopenalex-snapshot
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inferredcites →https://doi.org/10.3390/rs10060954openalex-snapshot
Climate Sensitivity of High Arctic Permafrost Terrain Demonstrated by Widespread Ice-Wedge Thermokarst on Banks Island
inferredcites →https://doi.org/10.3390/rs10122069openalex-snapshot
Numerical Mapping and Modeling Permafrost Thermal Dynamics across the Qinghai-Tibet Engineering Corridor, China Integrated with Remote Sensing
inferredcites →https://doi.org/10.3390/w13040488openalex-snapshot
Rainfall-Induced Shallow Landslide Detachment, Transit and Runout Susceptibility Mapping by Integrating Machine Learning Techniques and GIS-Based Approaches
inferredcites →https://doi.org/10.5194/gmd-8-1991-2015openalex-snapshot
System for Automated Geoscientific Analyses (SAGA) v. 2.1.4
inferredcites →https://doi.org/10.5194/nhess-14-259-2014openalex-snapshot
Sample size matters: investigating the effect of sample size on a logistic regression susceptibility model for debris flows
inferredcites →https://doi.org/10.5194/tc-11-1403-2017openalex-snapshot
Determining the terrain characteristics related to the surface expression of subsurface water pressurization in permafrost landscapes using susceptibility modelling
inferredcites →https://doi.org/10.5194/tc-13-693-2019openalex-snapshot
New insights into the environmental factors controlling the ground thermal regime across the Northern Hemisphere: a comparison between permafrost and non-permafrost areas

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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inferred← citeshttps://doi.org/10.3390/rs17071177openalex-snapshot
Assessment of Landslide Susceptibility Based on the Two-Layer Stacking Model—A Case Study of Jiacha County, China
inferred← citeshttps://doi.org/10.3390/su16072907openalex-snapshot
Study on Shear Characteristics of Herbs Plant Root–Soil Composite System in Beiluhe Permafrost Regions under Freeze–Thaw Cycles, Qinghai–Tibet Highway, China
inferred← citeshttps://doi.org/10.3390/su16125120openalex-snapshot
Susceptibility Mapping of Thaw Slumps Based on Neural Network Methods along the Qinghai–Tibet Engineering Corridor
inferred← citeshttps://doi.org/10.5194/egusphere-2023-3134openalex-snapshot
Research on landslide master control factor identification and susceptibility prediction modelling
inferred← citeshttps://doi.org/10.5194/egusphere-2023-3134-ac1openalex-snapshot
Reply on RC1
inferred← citeshttps://doi.org/10.5194/egusphere-2023-3134-ac2openalex-snapshot
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inferred← citeshttps://doi.org/10.5194/egusphere-2023-3134-rc1openalex-snapshot
Comment on egusphere-2023-3134
inferred← citeshttps://doi.org/10.5194/egusphere-2023-3134-rc2openalex-snapshot
Comment on egusphere-2023-3134
inferred← citeshttps://doi.org/10.5194/essd-15-447-2023openalex-snapshot
Multi-hazard susceptibility mapping of cryospheric hazards in a high-Arctic environment: Svalbard Archipelago
inferred← citeshttps://doi.org/10.5194/essd-16-2033-2024openalex-snapshot
The first hillslope thermokarst inventory for the permafrost region of the Qilian Mountains
inferred← citeshttps://doi.org/10.5194/essd-2022-228-ac1openalex-snapshot
Reply on RC1
inferred← citeshttps://doi.org/10.5194/essd-2022-228-ac2openalex-snapshot
Reply on RC2
inferred← citeshttps://doi.org/10.5194/essd-2022-228-rc1openalex-snapshot
Comment on essd-2022-228
inferred← citeshttps://doi.org/10.5194/essd-2023-431-ac6openalex-snapshot
Reply on CC1
inferred← citeshttps://doi.org/10.5194/gmd-19-2919-2026openalex-snapshot
RTSEvo v1.0: a retrogressive thaw slump evolution model
inferred← citeshttps://doi.org/10.5194/tc-20-5225-2026openalex-snapshot
Modelling climate-induced instability of ice-rich permafrost slopes
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