A stacked machine learning model for multi-step ahead prediction of lake surface water temperature

F Di Nunno, S Zhu, M Ptak, M Sojka… - Science of the Total …, 2023 - Elsevier
Lake surface water temperature is one of the most important physical and ecological indices
of lakes, which has frequently been used as the indicator to evaluate the impact of climate …

GeoDAR: Georeferenced global dam and reservoir dataset for bridging attributes and geolocations

J Wang, BA Walter, F Yao, C Song… - Earth System …, 2021 - essd.copernicus.org
Dams and reservoirs are among the most widespread human-made infrastructure on Earth.
Despite their societal and environmental significance, spatial inventories of dams and …

[HTML][HTML] Remote sensing of surface water dynamics in the context of global change—a review

P Sogno, I Klein, C Kuenzer - Remote Sensing, 2022 - mdpi.com
Inland surface water is often the most accessible freshwater source. As opposed to
groundwater, surface water is replenished in a comparatively quick cycle, which makes this …

Map** inundated bathymetry for estimating lake water storage changes from SRTM DEM: A global investigation

K Liu, C Song, S Zhao, J Wang, T Chen, P Zhan… - Remote Sensing of …, 2024 - Elsevier
Lake water budgets are sensitive to climate change and human activities and have been
undergoing rapid changes worldwide over the past few decades. Satellite altimeters greatly …

Integrating ICESat-2 altimetry and machine learning to estimate the seasonal water level and storage variations of national-scale lakes in China

L Song, C Song, S Luo, T Chen, K Liu, Y Zhang… - Remote sensing of …, 2023 - Elsevier
Lakes comprise the largest element of terrestrial surface liquid freshwater bodies, playing an
indispensable part in the Earth's water cycle and alleviating floods and droughts. The …

Human or climate? Differentiating the anthropogenic and climatic drivers of lake storage changes on spatial perspective via remote sensing data

A Akbas - Science of the Total Environment, 2024 - Elsevier
Lakes are an essential part of the terrestrial water system in which storage changes are
controlled by water balance and human impact. Although there are some attempts to define …

Fabrication of robust green superhydrophobic hybrid nanofiber-nanosphere membrane for membrane distillation

J Guo, BJ Deka, PW Wong, J Sun, AK An - Desalination, 2021 - Elsevier
To solve the fouling and wetting issues in membrane distillation (MD), the preparation of
membranes with a superhydrophobic surface has been a significant focus of researchers. In …

Evaporation from the hypersaline Aral Sea in Central Asia

X Ma, S Huang, Y Huang, X Wang, Y Luo - Science of the Total …, 2024 - Elsevier
Abstract The Aral Sea, once the world's fourth largest lake, has shrunk by 91% in area and
95% in volume since 1960s. The shrinkage has resulted in a notable increase in water …

The global surface area variations of lakes and reservoirs as seen from satellite remote sensing

M Bonnema, CH David, RPM Frasson… - Geophysical …, 2022 - Wiley Online Library
Natural lakes and artificial reservoirs are important components of the Earth system and
essential for freshwater, food, and energy. Relatively little is known about the variations of …

A comprehensive data set of physical and human-dimensional attributes for China's lake basins

T Chen, C Song, C Fan, J Cheng, X Duan, L Wang… - Scientific Data, 2022 - nature.com
Lakes provide water-related ecosystem services that support human life and production.
Nevertheless, climate changes and anthropogenic interventions remarkably altered lake …