Thomas Lees

Machine learning and artificial intelligence to aid climate change research and preparedness

Chris Huntingford, Elizabeth S. Jeffers, Michael B. Bonsall et al. · Environmental Research Letters · 2019 · 430 citations · Full text

Benchmarking data-driven rainfall–runoff models in Great Britain: a comparison of long short-term memory (LSTM)-based models with four lumped conceptual models

Thomas Lees, Marcus Buechel, Bailey Anderson et al. · Hydrology and earth system sciences · 2021 · 225 citations · Full text

Engineering, Machine Learning, Long Short-term Memory +16

Hydrological concept formation inside long short-term memory (LSTM) networks

Thomas Lees, Steven Reece, Frederik Kratzert et al. · Hydrology and earth system sciences · 2022 · 183 citations · Full text

Hydrometeorology, Hydrological Concept Formation, Cognitive Science +14

A pan-African high-resolution drought index dataset

Jian Peng, Simon Dadson, Feyera A. Hirpa et al. · Earth system science data · 2020 · 123 citations · Full text

Engineering, Drought Resilience, Earth Science +17

Deep Learning for Vegetation Health Forecasting: A Case Study in Kenya

Thomas Lees, Gabriel Tseng, Clement Atzberger et al. · Remote Sensing · 2022 · 44 citations · Full text

Convolutional Neural Network, Precision Agriculture, Hydrological Prediction +27