Deep learning for water quality

W Zhi, AP Appling, HE Golden, J Podgorski, L Li - Nature Water, 2024 - nature.com
Understanding and predicting the quality of inland waters are challenging, particularly in the
context of intensifying climate extremes expected in the future. These challenges arise partly …

Quantifying the changes in solute transport caused by human influence on river connectivity in inland river basins

W Zhang, G Zhu, L Zhao, L Wang, D Qiu, L Ye, S Lu… - Catena, 2024 - Elsevier
River connectivity maintains the transport of nutrients, organic matter, and organisms,
serving as a crucial link in global and regional biogeochemical cycles. However …

Watershed landscape characteristics and connectivity drive river water quality under seasonal dynamics

Y Xu, P Li, F Ma, X Liu, N Zhang, J Pan… - Journal of Cleaner …, 2024 - Elsevier
Landscape characteristics and connectivity are pivotal determinants of river water quality
within the context of water quality management. They play particularly important roles in the …

Exploring the effects of climate change and urban policies on lake water quality using remote sensing and explainable artificial intelligence

P Tian, Z Xu, W Fan, H Lai, Y Liu, P Yang… - Journal of Cleaner …, 2024 - Elsevier
Climate change and urban policies significantly impact lake water quality, especially in
rapidly develo** regions. Existing impact assessments are limited by the duration and …

Land use and urbanization indirectly control riverine CH4 and CO2 emissions by altering nutrient input

P Cui, L Cui, Y Zheng, F Su - Water Research, 2024 - Elsevier
Urban rivers are recognized as significant sources of methane (CH 4) and carbon dioxide
(CO 2) emissions. Despite this, the influence of land use and urbanization on carbon …

Rebalancing River Lateral Connectivity: An Interdisciplinary Focus for Research and Management

RJ Mason, MF Johnson, E Wohl… - Wiley …, 2025 - Wiley Online Library
Lateral connectivity between rivers and terrestrial landscapes is critical for both river and
landscape health. Due to widespread anthropogenic degradation of riverscapes, river …

Enhancing river water quality in different seasons through management of landscape patterns at various spatial scales

Y Gu, P Zhang, F Qin, Y Cai, C Li, X Wang - Journal of Environmental …, 2025 - Elsevier
Landscape patterns have a great effect on river water quality. However, the strategies for
enhancing water quality through landscape pattern management remain unclear. In this …

Dissolved oxygen forecasting in the Mississippi River: advanced ensemble machine learning models

F Granata, S Zhu, F Di Nunno - Environmental Science: Advances, 2024 - pubs.rsc.org
Dissolved oxygen (DO) is an important variable for rivers, which controls many
biogeochemical processes within rivers and the survival of aquatic species. Therefore …

[HTML][HTML] High-intensity rainfall following drought triggers extreme nutrient concentrations in a small agricultural catchment

R Dupas, M Faucheux, TS Kiessé, A Casanova… - Water Research, 2024 - Elsevier
The profound influence of climate change on the hydrological cycle raises concerns about
its potential impacts on water quality, particularly in agricultural catchments. Here, we …

Escalating Carbon Export from High-Elevation Rivers in a Warming Climate

S Xu, SL Li, A Bufe, M Klaus, J Zhong… - Environmental …, 2024 - ACS Publications
High-elevation mountains have experienced disproportionately rapid warming, yet the effect
of warming on the lateral export of terrestrial carbon to rivers remains poorly explored and …