Process‐Guided Deep Learning Predictions of Lake Water Temperature
Read, Jordan S., Jia, Xiaowei, Willard, Jared, Appling, Alison P., Zwart, Jacob A., Oliver, Samantha K., Karpatne, Anuj, Hansen, Gretchen J. A., Hanson, Paul C., Watkins, William, Steinbach, Michael, Kumar, Vipin
Published in Water resources research (01.11.2019)
Published in Water resources research (01.11.2019)
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Journal Article
A Framework for Understanding Variation in Pelagic Gross Primary Production of Lake Ecosystems
Kelly, Patrick T., Solomon, Christopher T., Zwart, Jacob A., Jones, Stuart E.
Published in Ecosystems (New York) (01.11.2018)
Published in Ecosystems (New York) (01.11.2018)
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Journal Article
Near‐term forecasts of stream temperature using deep learning and data assimilation in support of management decisions
Zwart, Jacob A., Oliver, Samantha K., Watkins, William David, Sadler, Jeffrey M., Appling, Alison P., Corson‐Dosch, Hayley R., Jia, Xiaowei, Kumar, Vipin, Read, Jordan S.
Published in Journal of the American Water Resources Association (01.04.2023)
Published in Journal of the American Water Resources Association (01.04.2023)
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Journal Article
Metabolic and physiochemical responses to a whole-lake experimental increase in dissolved organic carbon in a north-temperate lake
Zwart, Jacob A., Craig, Nicola, Kelly, Patrick T., Sebestyen, Stephen D., Solomon, Christopher T., Weidel, Brian C., Jones, Stuart E.
Published in Limnology and oceanography (01.03.2016)
Published in Limnology and oceanography (01.03.2016)
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Journal Article
The importance of lake-specific characteristics for water quality across the continental United States
Read, Emily K, Patil, Vijay P, Oliver, Samantha K, Hetherington, Amy L, Brentrup, Jennifer A, Zwart, Jacob A, Winters, Kirsten M, Corman, Jessica R, Nodine, Emily R, Woolway, R Iestyn, Dugan, Hilary A, Jaimes, Aline, Santoso, Arianto B, Hong, Grace S, Winslow, Luke A, Hanson, Paul C, Weathers, Kathleen C
Published in Ecological applications (01.06.2015)
Published in Ecological applications (01.06.2015)
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Journal Article
Experimental whole-lake increase of dissolved organic carbon concentration produces unexpected increase in crustacean zooplankton density
Kelly, Patrick T., Craig, Nicola, Solomon, Christopher T., Weidel, Brian C., Zwart, Jacob A., Jones, Stuart E.
Published in Global change biology (01.08.2016)
Published in Global change biology (01.08.2016)
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Journal Article
Physics-guided machine learning from simulated data with different physical parameters
Chen, Shengyu, Kalanat, Nasrin, Xie, Yiqun, Li, Sheng, Zwart, Jacob A., Sadler, Jeffrey M., Appling, Alison P., Oliver, Samantha K., Read, Jordan S., Jia, Xiaowei
Published in Knowledge and information systems (01.08.2023)
Published in Knowledge and information systems (01.08.2023)
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Journal Article
Using near‐term forecasts and uncertainty partitioning to inform prediction of oligotrophic lake cyanobacterial density
Lofton, Mary E., Brentrup, Jennifer A., Beck, Whitney S., Zwart, Jacob A., Bhattacharya, Ruchi, Brighenti, Ludmila S., Burnet, Sarah H., McCullough, Ian M., Steele, Bethel G., Carey, Cayelan C., Cottingham, Kathryn L., Dietze, Michael C., Ewing, Holly A., Weathers, Kathleen C., LaDeau, Shannon L.
Published in Ecological applications (01.07.2022)
Published in Ecological applications (01.07.2022)
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Journal Article
Experimental whole-lake dissolved organic carbon increase alters fish diet and density but not growth or productivity
Koizumi, Shuntaro, Craig, Nicola, Zwart, Jacob A, Kelly, Patrick T, Ziegler, Jacob P, Weidel, Brian C, Jones, Stuart E, Solomon, Christopher T
Published in Canadian journal of fisheries and aquatic sciences (01.11.2018)
Published in Canadian journal of fisheries and aquatic sciences (01.11.2018)
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Journal Article
Integrated, Regional‐Scale Hydrologic Modeling of Inland Lakes
Hanson, Zachary J., Zwart, Jacob A., Vanderwall, Joseph, Solomon, Christopher T., Jones, Stuart E., Hamlet, Alan F., Bolster, Diogo
Published in Journal of the American Water Resources Association (01.12.2018)
Published in Journal of the American Water Resources Association (01.12.2018)
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Journal Article
Hydrologic setting constrains lake heterotrophy and terrestrial carbon fate
Jones, Stuart E., Zwart, Jacob A., Kelly, Patrick T., Solomon, Christopher T.
Published in Limnology and oceanography letters (01.06.2018)
Published in Limnology and oceanography letters (01.06.2018)
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Journal Article
National-scale remotely sensed lake trophic state from 1984 through 2020
Meyer, Michael F, Topp, Simon N, King, Tyler V, Ladwig, Robert, Pilla, Rachel M, Dugan, Hilary A, Eggleston, Jack R, Hampton, Stephanie E, Leech, Dina M, Oleksy, Isabella A, Ross, Jesse C, Ross, Matthew R V, Woolway, R Iestyn, Yang, Xiao, Brousil, Matthew R, Fickas, Kate C, Padowski, Julie C, Pollard, Amina I, Ren, Jianning, Zwart, Jacob A
Published in Scientific data (16.01.2024)
Published in Scientific data (16.01.2024)
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Journal Article
Hacking Limnology Workshops and DSOS23: Growing a Workforce for the Nexus of Data Science, Open Science, and the Aquatic Sciences
Meyer, Michael F., Harlan, Merritt E., Hensley, Robert T., Zhan, Qing, Barbosa, Carolina C., Börekçi, Nahit S., Borrelli, Jonathan J., Bucak, Tuba, Cramer, Alli N., Feldbauer, Johannes, Ladwig, Robert, Mesman, Jorrit P., Oleksy, Isabella A., Pilla, Rachel M., Zwart, Jacob A., Calamita, Elisa, Gubbins, Nicholas J., Lofton, Mary E., Maciel, Daniel A., Marzolf, Nicholas S., Olsson, Freya, Thellman, Audrey N., Thomas, R. Quinn, Vlah, Michael J.
Published in Limnology and oceanography bulletin (01.02.2024)
Published in Limnology and oceanography bulletin (01.02.2024)
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Journal Article
Hacking Limnology Workshop and DSOS22: Creating a Community of Practice for the Nexus of Data Science, Open Science, and the Aquatic Sciences
Meyer, Michael F., Barbosa, Carolina C., Ladwig, Robert, Mesman, Jorrit P., Börekçi, Nahit Soner, Cawley, Kaelin, Feldbauer, Johannes, Oleksy, Isabella A., Pilla, Rachel M., Tran, Patricia Q., Zwart, Jacob A., Schnedler‐Meyer, Nicolas Azaña, Andersen, Tobias K., Brousil, Matthew R., Fickas, Kate C., Filazzola, Alessandro, King, Tyler V., Sánchez‐López, Nuria, Stengel, Victoria, Trolle, Dennis
Published in Limnology and oceanography bulletin (01.11.2022)
Published in Limnology and oceanography bulletin (01.11.2022)
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Journal Article
The AEMON‐J “Hacking Limnology” Workshop Series & Virtual Summit: Incorporating Data Science and Open Science in Aquatic Research
Meyer, Michael F., Ladwig, Robert, Mesman, Jorrit P., Oleksy, Isabella A., Barbosa, Carolina C., Cawley, Kaelin M., Cramer, Alli N., Feldbauer, Johannes, Tran, Patricia Q., Zwart, Jacob A., López Moreira M., Gregorio A., Shikhani, Muhammed, Gurung, Deviyani, Hensley, Robert T., Matta, Elena, McClure, Ryan P., Petzoldt, Thomas, Sánchez‐López, Nuria, Soetaert, Karline, Thomas, Mridul K., Topp, Simon N., Yang, Xiao
Published in Limnology and oceanography bulletin (01.11.2021)
Published in Limnology and oceanography bulletin (01.11.2021)
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Journal Article