[HTML][HTML] Advances in high-resolution land surface satellite products: A comprehensive review of inversion algorithms, products and challenges

S Liang, T He, J Huang, A Jia, Y Zhang, Y Cao… - Science of Remote …, 2024 - Elsevier
For many applications, raw satellite observations need to be converted to high-level
products of various essential environmental variables. While numerous products are …

Efficiency of artificial neural networks for glacier ice-thickness estimation: A case study in western Himalaya, India

MA Haq, MF Azam, C Vincent - Journal of Glaciology, 2021 - cambridge.org
Knowledge of glacier volume is crucial for ice flow modelling and predicting the impacts of
climate change on glaciers. Rugged terrain, harsh weather conditions and logistic costs limit …

Simulating current and future river-flows in the Karakoram and Himalayan regions of Pakistan using snowmelt-runoff model and RCP scenarios

H Hayat, TA Akbar, AA Tahir, QK Hassan, A Dewan… - Water, 2019 - mdpi.com
Upper Indus Basin (UIB) supplies more than 70% flow to the downstream agricultural areas
during summer due to the melting of snow and glacial ice. The estimation of the stream flow …

Machine learning-enhanced Monte Carlo and subset simulations for advanced risk assessment in transportation infrastructure

F Ahmad, P Samui, SS Mishra - Journal of Mountain Science, 2024 - Springer
The maintenance of safety and dependability in rail and road embankments is of utmost
importance in order to facilitate the smooth operation of transportation networks. This study …

Impact of climate change on water resources of the Bheri River Basin, Nepal

Y Mishra, T Nakamura, MS Babel, S Ninsawat, S Ochi - Water, 2018 - mdpi.com
Streamflow alteration is one of the most noticeable effects of climate change. This study
explored the effects of climate change on streamflow in the Bheri River using the Soil and …

A distributed cellular automata model to simulate potential future impacts of climate change on snow cover area

AJ Collados-Lara, E Pardo-Igúzquiza… - Advances in water …, 2019 - Elsevier
Snow dynamics in alpine systems play an important role in water resources management.
One of the main variables that characterises the snowpack is snow cover area. In this paper …

Spatiotemporal estimation of snow depth using point data from snow stakes, digital terrain models, and satellite data

AJ Collados‐Lara, E Pardo‐Igúzquiza… - Hydrological …, 2017 - Wiley Online Library
Snow availability in Alpine catchments plays an important role in water resources
management. In this paper, we propose a method for an optimal estimation of snow depth …

Impacts of climate change on irrigation water management in the Babai River Basin, Nepal

Y Mishra, MS Babel, T Nakamura, B Mishra - Hydrology, 2021 - mdpi.com
The diminishing spring discharge in the Middle Mountain Zone (MMZ) in Nepal is a matter of
concern because it directly affects the livelihoods of low-income farmers in the region …

Artificial neural network‐based modeling of snow properties using field data and hyperspectral imagery

MA Haq, A Ghosh, G Rahaman… - Natural Resource …, 2019 - Wiley Online Library
This study attempts to model snow wetness and snow density of Himalayan snow cover
using a combination of Hyperspectral image processing and Artificial Neural Network (ANN) …

Assessing the impact of climate change–and its uncertainty–on snow cover areas by using cellular automata models and stochastic weather generators

AJ Collados-Lara, E Pardo-Igúzquiza… - Science of the Total …, 2021 - Elsevier
Climate change will modify the spatiotemporal distribution of water resources in the future.
Snow availability in alpine systems plays an important role for water dependent ecosystems …