Differentiable modelling to unify machine learning and physical models for geosciences

C Shen, AP Appling, P Gentine, T Bandai… - Nature Reviews Earth & …, 2023 - nature.com
Process-based modelling offers interpretability and physical consistency in many domains of
geosciences but struggles to leverage large datasets efficiently. Machine-learning methods …

Antibacterial activity of silver nanoparticles: A surface science insight

B Le Ouay, F Stellacci - Nano today, 2015 - Elsevier
Silver nanoparticles constitute a very promising approach for the development of new
antimicrobial systems. Nanoparticulate objects can bring significant improvements in the …

From hydrometeorology to river water quality: can a deep learning model predict dissolved oxygen at the continental scale?

W Zhi, D Feng, WP Tsai, G Sterle… - … science & technology, 2021 - ACS Publications
Dissolved oxygen (DO) reflects river metabolic pulses and is an essential water quality
measure. Our capabilities of forecasting DO however remain elusive. Water quality data …

Temperature outweighs light and flow as the predominant driver of dissolved oxygen in US rivers

W Zhi, W Ouyang, C Shen, L Li - Nature Water, 2023 - nature.com
The concentration of dissolved oxygen (DO), an important measure of water quality and river
metabolism, varies tremendously in time and space. Riverine DO is commonly perceived as …

Potential ecological impacts of floating photovoltaics on lake biodiversity and ecosystem functioning

R Nobre, S Boulêtreau, F Colas, F Azémar… - … and Sustainable Energy …, 2023 - Elsevier
The need to mitigate the effects of climate change is accelerating the development of novel
technologies such as floating photovoltaics (FPV). Despite FPV being identified as an …

Dissolved oxygen and aeration in ictalurid catfish aquaculture

CE Boyd, EL Torrans, CS Tucker - Journal of the World …, 2018 - Wiley Online Library
Feed‐based production of ictalurid catfish in ponds is the largest aquaculture sector in the
USA. Feed has an oxygen demand, and increases carbon dioxide, ammonia nitrogen, and …

The impact of floating photovoltaic power plants on lake water temperature and stratification

K Ilgen, D Schindler, S Wieland, J Lange - Scientific Reports, 2023 - nature.com
Floating photovoltaics (FPV) refers to photovoltaic power plants anchored on water bodies
with modules mounted on floats. FPV represents a relatively new technology in Europe and …

Long‐term changes in hypoxia and soluble reactive phosphorus in the hypolimnion of a large temperate lake: consequences of a climate regime shift

RP North, RL North, DM Livingstone… - Global change …, 2014 - Wiley Online Library
Abstract The (Lower) Lake of Zurich provides an ideal system for studying the long‐term
impact of environmental change on deep‐water hypoxia because of its sensitivity to climatic …

Oxygen supply and the adaptations of animals in groundwater

F Malard, F Hervant - Freshwater Biology, 1999 - Wiley Online Library
1. The first part of this review focuses on the oxygen status of natural groundwater systems
(mainly porous aquifers) and hyporheic zones of streams. The second part examines the …

Potential effects of global climate change on small north‐temperate lakes: Physics, fish, and plankton

BT De Stasio Jr, DK Hill, JM Kleinhans… - Limnology and …, 1996 - Wiley Online Library
A 10‐yr record of the thermal characteristics of four lakes at the North‐Temperate Lakes
Long‐Term Ecological Research site was analyzed and used to validate simulations of lake …