Using Knowledge-Guided Machine Learning To Assess Patterns of Areal Change in Waterbodies across the Contiguous United States.

Autor: Wander HL; Virginia Tech, Blacksburg, Virginia 24060, United States., Farruggia MJ; University of California, Davis, Davis, California 95616, United States., La Fuente S; Dundalk Institute of Technology, Dundalk A91 K584, Ireland., Korver MC; McGill University, Montréal, Quebec H3A 0B9, Canada., Chapina RJ; University of Vermont, Burlington, Vermont 05401, United States., Robinson J; Rensselaer Polytechnic Institute, Troy, New York 12180, United States., Bah A; City University of New York, New York, New York 10031, United States., Munthali E; Northern Region Water Board, Bloemwater Street, Mzuzu 105206, Malawi., Ghosh R; University of Minnesota, Minneapolis, Minnesota 55455, United States., Stachelek J; Los Alamos National Laboratory, Los Alamos, New Mexico 15672, United States., Khandelwal A; University of Minnesota, Minneapolis, Minnesota 55455, United States., Hanson PC; University of Wisconsin - Madison, Madison, Wisconsin 53706, United States., Weathers KC; Cary Institute of Ecosystem Studies, Millbrook, New York 12545, United States.

Publikováno v: Environmental science & technology [Environ Sci Technol] 2024 Mar 19; Vol. 58 (11), pp. 5003-5013. Date of Electronic Publication: 2024 Mar 06.

Anoxia decreases the magnitude of the carbon, nitrogen, and phosphorus sink in freshwaters.

Autor: Carey CC; Department of Biological Sciences, Virginia Tech, Blacksburg, Virginia, USA., Hanson PC; Center for Limnology, University of Wisconsin-Madison, Madison, Wisconsin, USA., Thomas RQ; Department of Biological Sciences, Virginia Tech, Blacksburg, Virginia, USA.; Department of Forest Resources and Environmental Conservation, Virginia Tech, Blacksburg, Virginia, USA., Gerling AB; Department of Biological Sciences, Virginia Tech, Blacksburg, Virginia, USA., Hounshell AG; Department of Biological Sciences, Virginia Tech, Blacksburg, Virginia, USA., Lewis ASL; Department of Biological Sciences, Virginia Tech, Blacksburg, Virginia, USA., Lofton ME; Department of Biological Sciences, Virginia Tech, Blacksburg, Virginia, USA., McClure RP; Department of Biological Sciences, Virginia Tech, Blacksburg, Virginia, USA., Wander HL; Department of Biological Sciences, Virginia Tech, Blacksburg, Virginia, USA., Woelmer WM; Department of Biological Sciences, Virginia Tech, Blacksburg, Virginia, USA., Niederlehner BR; Department of Biological Sciences, Virginia Tech, Blacksburg, Virginia, USA., Schreiber ME; Department of Geosciences, Virginia Tech, Blacksburg, Virginia, USA.

Publikováno v: Global change biology [Glob Chang Biol] 2022 Aug; Vol. 28 (16), pp. 4861-4881. Date of Electronic Publication: 2022 May 25.