Snow and ice avalanches in high mountain Asia–scientific, local and indigenous knowledge

A Acharya, JF Steiner, KM Walizada… - … Hazards and Earth …, 2023 - nhess.copernicus.org
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 …

Climate warming enhances snow avalanche risk in the Western Himalayas

JA Ballesteros-Cánovas… - Proceedings of the …, 2018 - National Acad Sciences
Ongoing climate warming has been demonstrated to impact the cryosphere in the Indian
Himalayas, with substantial consequences for the risk of disasters, human well-being, and …

Methodological and conceptual challenges in rare and severe event forecast-verification

PA Ebert, P Milne - Natural Hazards and Earth System …, 2021 - nhess.copernicus.org
There are distinctive methodological and conceptual challenges in rare and severe event
(RSE) forecast-verification, that is, in the assessment of the quality of forecasts involving …

Simulation and analysis of a snow avalanche accident in Lower Western Himalaya, India

DK Singh, VD Mishra, HS Gusain - Journal of the Indian Society of Remote …, 2020 - Springer
Abstract In Western Himalaya, an average 49 person die every year due to snow avalanche
activities and this death rate is very high as compared to other Asian countries. A snow …

Bayesian networks and intelligence technology applied to climate change: An application of fuzzy logic based simulation in avalanche simulation risk assessment …

T Arumugam, S Ramachandran, S Kinattinkara… - Urban Climate, 2022 - Elsevier
Avalanches are snowfalls that cascade down a mountainside, although rockfalls and debris
flows can also occur. The study identifies the snow meteorological data for the avalanche …

A multi-model decision support system (MM-DSS) for avalanche hazard prediction over North-West Himalaya

P Kaur, JC Joshi, P Aggarwal - Natural Hazards, 2022 - Springer
Avalanche forecasting is carried out using physical as well as statistical models. All these
models have certain limitations associated with their mathematical formulation that enable …

A deep learning approach for climate parameter estimations and renewable energy sources

C Lops, M Pierantozzi, L Caroprese… - … Conference on Big …, 2023 - ieeexplore.ieee.org
This paper introduces a novel deep learning approach for predicting global solar radiation
and temperature. We propose an architecture based on Gated Recurrent Unit (GRU) neural …

A novel approach to accelerate calibration process of a k-nearest neighbours classifier using GPU

A Singh, K Deep, P Grover - Journal of Parallel and Distributed Computing, 2017 - Elsevier
General purpose data parallel computing with graphical processing unit (GPU) is much
structured today with NVIDIA® CUDA and other parallel programming frameworks …

Avalanche hazard mitigation in east Karakoram mountains

A Singh, V Juyal, B Kumar, HS Gusain, MS Shekhar… - Natural Hazards, 2021 - Springer
Karakoram mountains range in north-western part of Himalayas is about 500 km in length
and hosts some of the world's highest peaks and longest glaciers. It is characterized by …

HIM-STRAT: a neural network-based model for snow cover simulation and avalanche hazard prediction over North-West Himalaya

JC Joshi, P Kaur, B Kumar, A Singh, PK Satyawali - Natural Hazards, 2020 - Springer
Artificial neural network (ANN)-based models have been developed for simulation of
snowpack parameters—RAM hardness, shear strength, temperature, density, thickness and …