Results 211 to 220 of about 137,284 (315)

Graph Neural Network‐Based Prediction of Building Energy Consumption

Energy Science &Engineering, EarlyView.
A graph neural network that encodes a multi‐zone building as a graph accurately predicts hourly cooling and heating loads across three distinct climates, outperforming Random Forest and XGBoost baselines and serving as a fast surrogate to EnergyPlus simulations for scalable building energy management.
Ali Maboudi Reveshti, Jamal Dabbagh, Jhila Nasiri Reveshti, Karim Farajeyan Bonab, Farid Hosseini Mansoub   +4 more
wiley   +1 more source

The pace of meeting carbon emission targets alters regional climate risks. [PDF]

Sci Adv
Park IH, Yeh SW, King AD.
europepmc   +1 more source

Hybrid Simulation–Machine Learning Surrogates for Coordinate‐Based Solar and Wind Energy Yield Assessment in Iraq: A Streamlit Decision‐Support Tool

Energy Science &Engineering, EarlyView.
This study integrates climatic simulations with machine learning to predict solar and wind energy across Iraq. Results show Random Forest excels for solar (R2 = 0.98) and neural networks for wind (R2 = 0.97), enabling a practical web tool for renewable energy planning. ABSTRACT Driven by the global shift away from fossil fuels, solar and wind resources
Bassam Musheer Kareem, Abdolsalam Ebrahimpour, Jafar Ghafouri, Roghayyeh Motallebzadeh   +3 more
wiley   +1 more source

Tropical basin interactions reduce spring predictability barrier of ENSO in a deep learning model. [PDF]

Sci Adv
Zhou L, Zhang RH.
europepmc   +1 more source

Cytotoxicity of 19 Pesticides in Rainbow Trout Gill, Liver, and Intestinal Cell Lines

Environmental Toxicology and Chemistry, EarlyView.
Abstract The rainbow trout gill cell line (RTgill‐W1), via test guideline 249 of the Organisation for Economic Co‐operation and Development, has been established as a promising New Approach Methodology, although to advance confidence in the method more case studies are needed that: 1) expand our understanding of applicability domains (chemicals with ...
Sophie Emberley‐Korkmaz, Krittika Mittal, Na'im Temlock, Jessica Head, Niladri Basu   +4 more
wiley   +1 more source

Earth's east-west albedo symmetry. [PDF]

Nature
Zhang J, Gristey JJ, Feingold G.
europepmc   +1 more source

Managing for resilience with ecological structure: Portfolio effects in the Laurentian Great Lakes

Frontiers in Ecology and the Environment, EarlyView.
Combined effects of global change, including land conversion, biological invasions, and overexploitation, have degraded the resilience of ecosystems and the services they provide. Here, we identify key ecological structures and processes that can be targeted by management to improve resilience at scales ranging from single species to entire landscapes.
Kayla RS Hale, Timothy J Fernandes, Reilly F O'Connor, Charlotte A Ward, Kevin Cazelles, Joey R Bernhardt, Cindy Chu, Henrique C Giacomini, Alexander Koeberle, Marten A Koops, Stuart A Ludsin, Andrew M Muir, Tom Stewart, Caroline Tucker, Tyler D Tunney, Kevin S McCann   +15 more
wiley   +1 more source

Tropical impacts of the Southern Ocean underestimated by mean-state biases. [PDF]

Sci Adv
Dong Y, Lu K, Hwang YT, Hu RJ, Ceppi P, Breul P, Roach LA, Deser C.   +7 more
europepmc   +1 more source

Marine Macroalgae as a Safe Healthy Food While Meeting Food Security Challenges Arising From Climate Changes

Food Safety and Health, EarlyView.
Planned harvesting and processing of marine macroalgae could meet future global food needs and mitigate fuel‐originated carbon dioxide responsible for climate change. Microalgal foods are nutritious and safe. The utilization of macroalgae would avoid environmental problems arising from the release of overgrowing macroalgae caused by heatwaves, which ...
Upali Samarajeewa
wiley   +1 more source

Integrated ocean governance is needed in the Southwest Atlantic Ocean to foster fisheries, conservation and resilience to climate change. [PDF]

Discov Ocean
Palacios-Abrantes J, Llompart F, Cardoso LG, Defeo O, Gianelli I, Jaureguizar AJ, Lopes PFM, Perez JAA, Piccolo NIP, Piola AR, Polejack A, Prado LF, Saraceno M.   +12 more
europepmc   +1 more source