Publications

Physics-guided RNNs for modeling dynamical systems: a case study in simulating lake temperature profiles

Published in 2019 SIAM International Conference on Data Mining, 2019

Recommended citation: Jia, X., J. Willard, A. Karpatne, J. Read, J.A. Zwart, M. Steinbach, V. Kumar. 2019. Physics-guided RNNs for modeling dynamical systems: a case study in simulating lake temperature profiles. In Proceedings of the 2019 SIAM International Conference on Data Mining (pp. 558-566). Society for Industrial and Applied Mathematics http://jzwart.github.io/files/Jia_2019_PGRNN.pdf

Delving Deeper: Metabolic processes in the metalimnion of stratified lakes

Published in Limnology & Oceanography, 2017

Recommended citation: Giling, D.P., P.A. Staehr, H.P. Grossart, M.R. Andersen, B. Boehrer, C. Escot, F. Evrendilek, L. Gómez-Gener, M. Honti, I.D. Jones, N. Karakaya, A. Laas, E. Moreno-Ostos, K. Rinke, U. Scharfenberger, S.R. Schmidt, M. Weber, R.I. Woolway, J.A. Zwart, B. Obrador. 2017. Delving Deeper: Metabolic processes in the metalimnion of stratified lakes. Limnology and Oceanography 62: 1288-1306 http://jzwart.github.io/files/Giling_2017_metabolism.pdf

Metabolic and physiochemical responses to a whole-lake experimental increase in dissolved organic carbon in a north-temperate lake

Published in Limnology & Oceanography, 2016

Recommended citation: Zwart, J.A., N Craig, P.T. Kelly, S.D. Sebestyen, C.T. Solomon, B.C. Weidel, and S.E. Jones. 2016. Metabolic and physiochemical responses to a whole-lake experimental increase in dissolved organic carbon in a north-temperate lake. Limnology & Oceanography 61(2): 723-734 http://jzwart.github.io/files/Zwart_2016_LongMetab.pdf

Experimental whole-lake increase of dissolved organic carbon concentration produces unexpected increase in crustacean zooplankton density

Published in Global Change Biology, 2016

Recommended citation: Kelly, P.T., N Craig, C.T. Solomon, B.C. Weidel, J.A. Zwart, and S.E. Jones. 2016. Experimental whole-lake increase of dissolved organic carbon concentration produces unexpected increase in crustacean zooplankton density. Global Change Biology 22: 2766-2775 http://jzwart.github.io/files/Kelly_2016_zoops.pdf

Consequences of gas flux model choice on the interpretation of metabolic balance across 15 lakes

Published in Inland Waters, 2016

Recommended citation: Dugan, HA, RI Woolway, AB Santoso, JR Corman, A Jaimes, ER Nodie, VP Patil, JA Zwart, JA Bentrup, AL Hetherington, SK Oliver, JS Read, KM Winters, PC Hanson, EK Read, LA Winslow, KC Weathers. 2016. Consequences of gas flux model choice on the interpretation of metabolic balance across 15 lakes. Inland Waters 6: 581-592 http://jzwart.github.io/files/Dugan_2016_gas_flux.pdf

The importance of lake-specific characteristics for water quality across the continental United States

Published in Ecological Applications, 2015

Recommended citation: Read, E., V. Patil, S. Oliver, A. Hetherington, J. Brentrup, J.A. Zwart, K. Winters, J. Corman, E. Nodine, R.I. Woolway, H. Dugan, A. Jaimes, A. Santoso, G. Hong, P. Hanson, L. Winslow, K. Weathers. 2015. The importance of lake-specific characteristics for water quality across the continental United States. Ecological Applications 25(4):943-955 http://jzwart.github.io/files/Read_2015_wq.pdf