| 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 | 273 | 2019 |
| Processguided 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 | 269 | 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 | 217 | 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 | 169 | 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 | 131 | 2016 |
| The importance of lakespecific 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 | 128 | 2015 |
| 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 | 86 | 2019 |
| 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 | 81 | 2018 |
| Metabolic and physiochemical responses to a wholelake experimental increase in dissolved organic carbon in a northtemperate lake JA Zwart, N Craig, PT Kelly, SD Sebestyen, CT Solomon, BC Weidel, ... Limnology and Oceanography 61 (2), 723-734, 2016 | 79 | 2016 |
| 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 | 67 | 2021 |
| 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 | 61 | 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 | 59 | 2017 |
| Experimental wholelake 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 | 58 | 2016 |
| 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 | 54 | 2016 |
| Phytoplankton traits predict ecosystem function in a global set of lakes JA Zwart, CT Solomon, SE Jones Ecology 96 (8), 2257-2264, 2015 | 49 | 2015 |
| Can machine learning accelerate process understanding and decisionrelevant predictions of river water quality? C Varadharajan, AP Appling, B Arora, DS Christianson, VC Hendrix, ... Hydrological Processes 36 (4), e14565, 2022 | 32 | 2022 |
| Multitask 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 | 28 | 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 | 28 | 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 | 28 | 2017 |
| Experimental whole-lake dissolved organic carbon increase alters fish diet and density but not growth or productivity S Koizumi, N Craig, JA Zwart, PT Kelly, JP Ziegler, BC Weidel, SE Jones, ... Canadian journal of fisheries and aquatic sciences 75 (11), 1859-1867, 2018 | 25 | 2018 |
Jordan S ReadConsortium of Universities for the Advancement of Hydrologic Science, Inc.在 cuahsi.org 的电子邮件经过验证
