Robert Rouse

Publications

Futures – Scenarios, Options and Agency – Preliminary Results

P Childs, B Garvey, E Dieckmann, M Kleinsmann, P Wang, B Barstow, R Rouse, T Nanayakkara, A Brand, C Zhao, Y Zou

– Design for Augmented Humanity

(2026)

29776481261426495

Reflective error: A metric for assessing predictive performance at extreme events

RE Rouse, H Moss, S Hosking, A McRobie, E Shuckburgh

– Environmental Data Science

(2025)

ARTN e26

Streamflow prediction using artificial neural networks and soil moisture proxies

RE Rouse, D Khamis, S Hosking, A McRobie, E Shuckburgh

– Environmental Data Science

(2025)

Reclassifying Lethal Heat

R Rouse, R Debnath, D Rouse, W Tebbutt, B Dousset, JS Hosking, A McRobie, C Mora, E Shuckburgh

(2024)

Recommendation: Streamflow prediction using artificial neural networks and soil moisture proxies — R0/PR4

– ENVIRONMENTAL DATA SCIENCE

(2024)

ARTN e5

Machine Learning Approaches to Assessing Future Flood & Storm Risk

R Rouse

(2023)

Reclassifying Lethal Heat

R Rouse

– Nature Communications