Alison Appling

Process‐Guided Deep Learning Predictions of Lake Water Temperature

Jordan S. Read, Xiaowei Jia, Jared Willard et al. · Water Resources Research · 2019 · 393 citations · Full text

Reservoir Simulation, Deep Neural Networks, Water Temperature Predictions +15

The metabolic regimes of flowing waters

Emily S. Bernhardt, James B. Heffernan, Nancy B. Grimm et al. · Limnology and Oceanography · 2017 · 367 citations · Full text

Environmental Flow, Biogeochemistry, River Basin Management +12

Overcoming Equifinality: Leveraging Long Time Series for Stream Metabolism Estimation

Alison Appling, Robert O. Hall, Charles B. Yackulic et al. · Journal of Geophysical Research Biogeosciences · 2018 · 223 citations · Full text

Engineering, Ecological Modelling, Climate Modeling +20

Deep learning for water quality

Wei Zhi, Alison Appling, Heather E. Golden et al. · Nature Water · 2024 · 211 citations · Full text

Convolutional Neural Network, Deep Learning, Water Management +2

Light and flow regimes regulate the metabolism of rivers

Emily S. Bernhardt, Philip Savoy, Michael Vlah et al. · Proceedings of the National Academy of Sciences · 2022 · 191 citations · Full text

Environmental Flow, Us Rivers, Biogeochemistry +12