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Appling, Alison P.
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1

Deep learning of estuary salinity dynamics is physically ac..:

Gorski, Galen ; Cook, Salme ; Snyder, Amelia...
Limnology and Oceanography.  69 (2024)  5 - p. 1070-1085 , 2024
Link: https://doi.org/10.1002/..
 
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2

Differentiable modelling to unify machine learning and phys..:

Shen, Chaopeng ; Appling, Alison P. ; Gentine, Pierre...
Nature Reviews Earth & Environment.  4 (2023)  8 - p. 552-567 , 2023
Link: https://doi.org/10.1038/..
 
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3

Evaluating deep learning architecture and data assimilation..:

Zwart, Jacob A. ; Diaz, Jeremy ; Hamshaw, Scott...
Frontiers in Water.  5 (2023)  - p. , 2023
Link: https://doi.org/10.3389/..
 
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4

Physics-guided machine learning from simulated data with di..:

Chen, Shengyu ; Kalanat, Nasrin ; Xie, Yiqun...
Knowledge and Information Systems.  65 (2023)  8 - p. 3223-3250 , 2023
Link: https://doi.org/10.1007/..
 
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5

Stream Temperature Prediction in a Shifting Environment: Ex..:

Topp, Simon N. ; Barclay, Janet ; Diaz, Jeremy...
Water Resources Research.  59 (2023)  4 - p. , 2023
Link: https://doi.org/10.1029/..
 
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6

Light and flow regimes regulate the metabolism of rivers:

Bernhardt, Emily S. ; Savoy, Phil ; Vlah, Michael J....
Proceedings of the National Academy of Sciences.  119 (2022)  8 - p. , 2022
Link: https://doi.org/10.1073/..
 
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7

Can machine learning accelerate process understanding and d..:

Varadharajan, Charuleka ; Appling, Alison P. ; Arora, Bhavna...
Hydrological Processes.  36 (2022)  4 - p. , 2022
Link: https://doi.org/10.1002/..
 
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8

Long‐term suspended sediment and particulate organic carbon..:

Glossner, Kayla L. ; Lohse, Kathleen A. ; Appling, Alison P....
Hydrological Processes.  36 (2022)  2 - p. , 2022
Link: https://doi.org/10.1002/..
 
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9

Long‐term change in metabolism phenology in north temperate..:

Ladwig, Robert ; Appling, Alison P. ; Delany, Austin...
Limnology and Oceanography.  67 (2022)  7 - p. 1502-1521 , 2022
Link: https://doi.org/10.1002/..
 
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10

Near‐term forecasts of stream temperature using deep learni..:

Zwart, Jacob A. ; Oliver, Samantha K. ; Watkins, William David...
JAWRA Journal of the American Water Resources Association.  59 (2022)  2 - p. 317-337 , 2022
Link: https://doi.org/10.1111/..
 
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11

Predicting Water Temperature Dynamics of Unmonitored Lakes ..:

Willard, Jared D. ; Read, Jordan S. ; Appling, Alison P....
Water Resources Research.  57 (2021)  7 - p. , 2021
Link: https://doi.org/10.1029/..
 
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12

Application of the RSPARROW Modeling Tool to Estimate Total..:

Miller, Matthew P. ; de Souza, Marcelo L. ; Alexander, Richard B....
Water.  12 (2020)  10 - p. 2911 , 2020
Link: https://doi.org/10.3390/..
 
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13

Metabolic rhythms in flowing waters: An approach for classi..:

Savoy, Philip ; Appling, Alison P. ; Heffernan, James B....
Limnology and Oceanography.  64 (2019)  5 - p. 1835-1851 , 2019
Link: https://doi.org/10.1002/..
 
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14

AquaSat: A Data Set to Enable Remote Sensing of Water Quali..:

Ross, Matthew R. V. ; Topp, Simon N. ; Appling, Alison P....
Water Resources Research.  55 (2019)  11 - p. 10012-10025 , 2019
Link: https://doi.org/10.1029/..
 
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15

Process‐Guided Deep Learning Predictions of Lake Water Temp..:

Read, Jordan S. ; Jia, Xiaowei ; Willard, Jared...
Water Resources Research.  55 (2019)  11 - p. 9173-9190 , 2019
Link: https://doi.org/10.1029/..
 
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