Single-objective and multi-objective flood interval forecasting considering interval fitting coefficients

X Chang, J Guo, H Qin, J Huang, X Wang… - Water Resources …, 2024‏ - Springer
Human activities and climate change have exacerbated the frequency of extreme weather
events such as rainstorms and floods, which makes it difficult to accurately quantify the …

Comparison of Machine Learning Models in Simulating Glacier Mass Balance: Insights from Maritime and Continental Glaciers in High Mountain Asia

W Ren, Z Zhu, Y Wang, J Su, R Zeng, D Zheng, X Li - Remote Sensing, 2024‏ - mdpi.com
Accurately simulating glacier mass balance (GMB) data is crucial for assessing the impacts
of climate change on glacier dynamics. Since physical models often face challenges in …

[HTML][HTML] Spatially non-stationarity relationships between high-density built environment and waterlogging disaster: Insights from xiamen island, china

Q Wang, R Zhao, N Wang - Ecological Indicators, 2024‏ - Elsevier
A profound comprehension of the relationship between the built environment and
waterlogging disasters in high-density urban areas is essential to improve urban resilience …

[HTML][HTML] Predicting Gross Primary Productivity under Future Climate Change for the Tibetan Plateau Based on Convolutional Neural Networks

M Li, Z Zhu, W Ren, Y Wang - Remote Sensing, 2024‏ - mdpi.com
Gross primary productivity (GPP) is vital for ecosystems and the global carbon cycle, serving
as a sensitive indicator of ecosystems' responses to climate change. However, the impact of …

[HTML][HTML] Soil and Water Assessment Tool (SWAT)-informed deep learning for streamflow forecasting with remote sensing and in situ precipitation and discharge …

C Huang, Y Zhang, J Hou - Remote Sensing, 2024‏ - mdpi.com
In order to anticipate residual errors and improve accuracy while reducing uncertainties, this
work integrates the long short-term memory (LSTM) with the Soil and Water Assessment …

Enhancing flood monitoring and prevention using machine learning and IoT integration

SAS Bukhari, I Shafi, J Ahmad, HT Butt, T Khurshaid… - Natural Hazards, 2024‏ - Springer
Floods subject human life, property, and infrastructure to the highest level of danger; hence,
proper monitoring with proper prevention action is necessary. This paper proposes a new …

Watershed water policy based on a glacier water service perspective in the typical glacier basins, Western China

Z Sun, S Wang, L Wang - Hydrology Research, 2024‏ - iwaponline.com
Abstract Taking the Yangtze River Source Basin (YRSB) and Shule River Basin (SRB) as
two typical cases, the sustainability of the water resources in these two basins was …

Glacier mass change and evolution of Petrov Lake in the Ak-Shyirak massif, central Tien Shan, from 1973 to 2023 using multisource satellite data

Y Wang, D Zheng, Y Zhou, Y Nian, S Ren… - Remote Sensing of …, 2024‏ - Elsevier
Abstract Warming in the Third Pole region accelerates glacier and snow melt, leading to a
rise in glacial lake numbers and sizes. However, accurately measuring their water level …

Enhanced streamflow forecasting using hybrid modelling integrating glacio-hydrological outputs, deep learning and wavelet transformation

JH Ougahi, JS Rowan - Scientific Reports, 2025‏ - nature.com
Understanding snow and ice melt dynamics is vital for flood risk assessment and effective
water resource management in populated river basins sourced in inaccessible high …

Spatial and temporal runoff variability in response to climate change in alpine mountains

B He, J Chang, A Guo, L Wang, Z Li, D Zhai, F Gao - Journal of Hydrology, 2025‏ - Elsevier
The sensitivity of snow and glacier melt processes in alpine mountains to climate change,
along with the variations in snow and glacier distribution with elevation, can significantly …