| Process‐guided deep learning predictions of lake water temperature JS Read, X Jia, J Willard, AP Appling, JA Zwart, SK Oliver, A Karpatne, ... Water Resources Research 55 (11), 9173-9190, 2019 | 326 | 2019 |
| Physics guided RNNs for modeling dynamical systems: A case study in simulating lake temperature profiles X Jia, J Willard, A Karpatne, J Read, J Zwart, M Steinbach, V Kumar Proceedings of the 2019 SIAM international conference on data mining, 558-566, 2019 | 310 | 2019 |
| Physics-guided machine learning for scientific discovery: An application in simulating lake temperature profiles X Jia, J Willard, A Karpatne, JS Read, JA Zwart, M Steinbach, V Kumar ACM/IMS Transactions on Data Science 2 (3), 1-26, 2021 | 284 | 2021 |
| Global patterns and drivers of ecosystem functioning in rivers and riparian zones SD Tiegs, DM Costello, MW Isken, G Woodward, PB McIntyre, ... Science Advances 5 (1), eaav0486, 2019 | 198 | 2019 |
| LakeMetabolizer: an R package for estimating lake metabolism from free-water oxygen using diverse statistical models LA Winslow, JA Zwart, RD Batt, HA Dugan, RI Woolway, JR Corman, ... Inland Waters 6 (4), 622-636, 2016 | 150 | 2016 |
| The importance of lake‐specific characteristics for water quality across the continental United States EK Read, VP Patil, SK Oliver, AL Hetherington, JA Brentrup, JA Zwart, ... Ecological Applications 25 (4), 943-955, 2015 | 137 | 2015 |
| A framework for understanding variation in pelagic gross primary production of lake ecosystems PT Kelly, CT Solomon, JA Zwart, SE Jones Ecosystems 21, 1364-1376, 2018 | 96 | 2018 |
| rLakeAnalyzer: Lake physics tools L Winslow, J Read, R Woolway, J Brentrup, T Leach, J Zwart, S Albers, ... Zenodo. Available online: https://zenodo. org/record/1003169#. Ws82F9NubEY …, 2019 | 93 | 2019 |
| Physics-guided recurrent graph model for predicting flow and temperature in river networks X Jia, J Zwart, J Sadler, A Appling, S Oliver, S Markstrom, J Willard, S Xu, ... Proceedings of the 2021 SIAM International Conference on Data Mining (SDM …, 2021 | 91 | 2021 |
| Metabolic and physiochemical responses to a whole‐lake experimental increase in dissolved organic carbon in a north‐temperate lake JA Zwart, N Craig, PT Kelly, SD Sebestyen, CT Solomon, BC Weidel, ... Limnology and Oceanography 61 (2), 723-734, 2016 | 83 | 2016 |
| Delving deeper: Metabolic processes in the metalimnion of stratified lakes DP Giling, PA Staehr, HP Grossart, MR Andersen, B Boehrer, C Escot, ... Limnology and Oceanography 62 (3), 1288-1306, 2017 | 69 | 2017 |
| The influence of hydrologic residence time on lake carbon cycling dynamics following extreme precipitation events JA Zwart, SD Sebestyen, CT Solomon, SE Jones Ecosystems 20, 1000-1014, 2017 | 63 | 2017 |
| Experimental whole‐lake increase of dissolved organic carbon concentration produces unexpected increase in crustacean zooplankton density PT Kelly, N Craig, CT Solomon, BC Weidel, JA Zwart, SE Jones Global Change Biology 22 (8), 2766-2775, 2016 | 63 | 2016 |
| Phytoplankton traits predict ecosystem function in a global set of lakes JA Zwart, CT Solomon, SE Jones Ecology 96 (8), 2257-2264, 2015 | 54 | 2015 |
| Consequences of gas flux model choice on the interpretation of metabolic balance across 15 lakes HA Dugan, RI Woolway, AB Santoso, JR Corman, A Jaimes, ER Nodine, ... Inland Waters 6 (4), 581-592, 2016 | 53 | 2016 |
| Can machine learning accelerate process understanding and decision‐relevant predictions of river water quality? C Varadharajan, AP Appling, B Arora, DS Christianson, VC Hendrix, ... Hydrological Processes 36 (4), e14565, 2022 | 48 | 2022 |
| Multi‐task deep learning of daily streamflow and water temperature JM Sadler, AP Appling, JS Read, SK Oliver, X Jia, JA Zwart, V Kumar Water Resources Research 58 (4), e2021WR030138, 2022 | 40 | 2022 |
| Hydrologic setting constrains lake heterotrophy and terrestrial carbon fate SE Jones, JA Zwart, PT Kelly, CT Solomon Limnology and Oceanography Letters 3 (3), 256-264, 2018 | 31 | 2018 |
| Light climate and dissolved organic carbon concentration influence species-specific changes in fish zooplanktivory BC Weidel, K Baglini, SE Jones, PT Kelly, CT Solomon, JA Zwart Inland Waters 7 (2), 210-217, 2017 | 30 | 2017 |
| Physics-guided graph meta learning for predicting water temperature and streamflow in stream networks S Chen, JA Zwart, X Jia Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 28 | 2022 |
Jordan S ReadConsortium of Universities for the Advancement of Hydrologic Science, Inc.Adresse e-mail validée de cuahsi.org
