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Snow and ice avalanches in high mountain Asia–scientific, local and indigenous knowledge
The cryosphere in high mountain Asia (HMA) not only sustains the livelihoods of people
residing downstream through its capacity to store water but also holds the potential for …
residing downstream through its capacity to store water but also holds the potential for …
[HTML][HTML] Holocene extreme flood events in the middle reaches of the Lancang‒Mekong River basin recorded by a high-altitude lake in southwestern China
S Shao, D Wu, T Wang, S Guo, Q **_using_novel_tree-based_machine_learning_algorithms_XGBoost_NGBoost_and_LightGBM_with_eXplainable_Artificial_Intelligence_XAI_approach/links/64009c1557495059455a3c34/Snow-avalanche-susceptibility-map**-using-novel-tree-based-machine-learning-algorithms-XGBoost-NGBoost-and-LightGBM-with-eXplainable-Artificial-Intelligence-XAI-approach.pdf?_sg%5B0%5D=started_experiment_milestone&_sg%5B1%5D=started_experiment_milestone&origin=journalDetail&_rtd=e30%3D" data-clk="hl=ru&sa=T&oi=gga&ct=gga&cd=2&d=4115649366331756301&ei=d_-6Z5qwJuehieoPx-axmAs" data-clk-atid="DQ9EBEu5HTkJ" target="_blank">[PDF] researchgate.net
Snow avalanche susceptibility map** using novel tree-based machine learning algorithms (XGBoost, NGBoost, and LightGBM) with eXplainable Artificial …
This study examines the use of snow avalanche susceptibility maps (SASMs) to identify
areas prone to avalanches and develop measures to mitigate the risk in the Province of …
areas prone to avalanches and develop measures to mitigate the risk in the Province of …
Towards an ensemble machine learning model of random subspace based functional tree classifier for snow avalanche susceptibility map**
Snow avalanche as a natural disaster severely affects socio-economic and geomorphic
processes through damaging ecosystems, vegetation, landscape, infrastructures …
processes through damaging ecosystems, vegetation, landscape, infrastructures …
Spatial modeling of snow avalanche using machine learning models and geo-environmental factors: Comparison of effectiveness in two mountain regions
Although snow avalanches are among the most destructive natural disasters, and result in
losses of life and economic damages in mountainous regions, far too little attention has …
losses of life and economic damages in mountainous regions, far too little attention has …
[HTML][HTML] Snow avalanche hazard map** using a GIS-based AHP approach: A case of glaciers in northern Pakistan from 2012 to 2022
Snow avalanches are a type of serious natural disaster that commonly occur in snow-
covered mountains with steep terrain characteristics. Susceptibility analysis of avalanches is …
covered mountains with steep terrain characteristics. Susceptibility analysis of avalanches is …
Mass wasting susceptibility assessment of snow avalanches using machine learning models
Snow avalanche is among the most harmful natural hazards with major socioeconomic and
environmental destruction in the cold and mountainous regions. The devastating …
environmental destruction in the cold and mountainous regions. The devastating …
Remote sensing and modeling of the cryosphere in high mountain Asia: a multidisciplinary review
Over the past decades, the cryosphere has changed significantly in High Mountain Asia
(HMA), leading to multiple natural hazards such as rock–ice avalanches, glacier collapse …
(HMA), leading to multiple natural hazards such as rock–ice avalanches, glacier collapse …
Map** snow avalanche debris by object-based classification in mountainous regions from Sentinel-1 images and causative indices
With the rapid development of satellite observation datasets, avalanche detection algorithms
are not as accurate as visual interpretation, limiting avalanche hazard management. To …
are not as accurate as visual interpretation, limiting avalanche hazard management. To …
[HTML][HTML] Automatic detection of regional snow avalanches with scattering and interference of C-band SAR Data
Avalanche disasters are extremely destructive and catastrophic, often causing serious
casualties, economic losses and surface erosion. However, far too little attention has been …
casualties, economic losses and surface erosion. However, far too little attention has been …