Remote sensing, hydrological modeling and in situ observations in snow cover research: A review

C Dong - Journal of Hydrology, 2018 - Elsevier
Snow is an important component of the hydrological cycle. As a major part of the cryosphere,
snow cover also represents a valuable terrestrial water resource. In the context of climate …

The recent developments in cloud removal approaches of MODIS snow cover product

X Li, Y Jing, H Shen, L Zhang - Hydrology and Earth System …, 2019 - hess.copernicus.org
The snow cover products of optical remote sensing systems play an important role in
research into global climate change, the hydrological cycle, and the energy balance …

Denoising diffusion probabilistic feature-based network for cloud removal in Sentinel-2 imagery

R Jing, F Duan, F Lu, M Zhang, W Zhao - Remote Sensing, 2023 - mdpi.com
Cloud contamination is a common issue that severely reduces the quality of optical satellite
images in remote sensing fields. With the rapid development of deep learning technology …

Development and Evaluation of a Cloud-Gap-Filled MODIS Normalized Difference Snow Index Product over High Mountain Asia

G Deng, Z Tang, C Dong, D Shao, X Wang - Remote Sensing, 2024 - mdpi.com
Accurate snow cover data are critical for understanding the Earth's climate system, and
exploring hydrological processes and regional water resource management over High …

Mapping snow cover in forests using optical remote sensing, machine learning and time-lapse photography

J Luo, C Dong, K Lin, X Chen, L Zhao… - Remote Sensing of …, 2022 - Elsevier
The accurate spatial information of snow cover is useful for understanding the impact of
global warming, and it is of high significance for hydrological disaster prediction, water …

Evaluation of MODIS and VIIRS cloud-gap-filled snow-cover products for production of an Earth science data record

DK Hall, GA Riggs, NE DiGirolamo… - Hydrology and Earth …, 2019 - hess.copernicus.org
Abstract MODerate resolution Imaging Spectroradiometer (MODIS) cryosphere products
have been available since 2000–following the 1999 launch of the Terra MODIS and the …

A method for monthly mapping of wet and dry snow using Sentinel-1 and MODIS: Application to a Himalayan river basin

B Snapir, A Momblanch, SK Jain, TW Waine… - International Journal of …, 2019 - Elsevier
Abstract Satellite Remote Sensing, with both optical and SAR instruments, can provide
distributed observations of snow cover over extended and inaccessible areas. Both …

Ground observed climatology and trend in snow cover phenology across China with consideration of snow-free breaks

N Ma, K Yu, Y Zhang, J Zhai, Y Zhang, H Zhang - Climate Dynamics, 2020 - Springer
Accurate understanding of snow cover phenology and its changes is important to
hydrological processes and climate system. Having recognized the potential uncertainties in …

High-resolution monitoring of the snow cover on the Moroccan Atlas through the spatio-temporal fusion of Landsat and Sentinel-2 images

M Bousbaa, A Htitiou, A Boudhar, Y Eljabiri… - Remote Sensing, 2022 - mdpi.com
Mapping seasonal snow cover dynamics provides essential information to predict snowmelt
during spring and early summer. Such information is vital for water supply management and …

HMRFS-TP: long-term daily gap-free snow cover products over the Tibetan Plateau from 2002 to 2021 based on hidden Markov random field model

Y Huang, J Xu, J Xu, Y Zhao, B Yu, H Liu… - Earth System …, 2022 - essd.copernicus.org
Snow cover plays an essential role in climate change and the hydrological cycle of the
Tibetan Plateau. The widely used Moderate Resolution Imaging Spectroradiometer (MODIS) …