Explainable machine learning improves interpretability in the predictive modeling of biological stream conditions in the Chesapeake Bay Watershed, USA.

Autor: Maloney KO; U.S. Geological Survey, Eastern Ecological Science Center, Kearneysville, West Virginia, USA 25430. Electronic address: kmaloney@usgs.gov., Buchanan C; Interstate Commission on the Potomac River Basin (ICPRB), 30 West Gude Drive, Suite 450, Rockville, MD, 20850, USA. Electronic address: cbuchan@icprb.org., Jepsen RD; Interstate Commission on the Potomac River Basin (ICPRB), 30 West Gude Drive, Suite 450, Rockville, MD, 20850, USA. Electronic address: rjepsen@icprb.org., Krause KP; U.S. Geological Survey, Eastern Ecological Science Center, Kearneysville, West Virginia, USA 25430. Electronic address: kevin.p.krause@state.mn.us., Cashman MJ; U.S. Geological Survey, Maryland-Delaware-District of Columbia Water Science Center, Baltimore, MD, USA, 21228. Electronic address: mcashman@usgs.gov., Gressler BP; U.S. Geological Survey, Eastern Ecological Science Center, Kearneysville, West Virginia, USA 25430. Electronic address: bgressler@usgs.gov., Young JA; U.S. Geological Survey, Eastern Ecological Science Center, Kearneysville, West Virginia, USA 25430. Electronic address: jyoung@usgs.gov., Schmid M; Department of Medical Biometry, Informatics and Epidemiology, Medical Faculty, University of Bonn, Venusberg-Campus 1, 53127, Bonn, Germany. Electronic address: matthias.c.schmid@uni-bonn.de.

Publikováno v: Journal of environmental management [J Environ Manage] 2022 Nov 15; Vol. 322, pp. 116068. Date of Electronic Publication: 2022 Sep 01.

Disentangling the potential effects of land-use and climate change on stream conditions.

Autor: Maloney KO; U.S. Geological Survey, Leetown Science Center, Kearneysville, WV, USA., Krause KP; U.S. Geological Survey, Leetown Science Center, Kearneysville, WV, USA., Buchanan C; Interstate Commission on the Potomac River Basin (ICPRB), Rockville, MD, USA., Hay LE; U.S. Geological Survey, Denver Federal Center, Denver, CO, USA., McCabe GJ; U.S. Geological Survey, Denver Federal Center, Denver, CO, USA., Smith ZM; Interstate Commission on the Potomac River Basin (ICPRB), Rockville, MD, USA., Sohl TL; U.S. Geological Survey Earth Resources Observation and Science (EROS) Center, Sioux Falls, SD, USA., Young JA; U.S. Geological Survey, Leetown Science Center, Kearneysville, WV, USA.

Publikováno v: Global change biology [Glob Chang Biol] 2020 Apr; Vol. 26 (4), pp. 2251-2269. Date of Electronic Publication: 2020 Jan 19.

Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.

Long-term ecological research in freshwaters enabled by regional biodiversity collections, stable isotope analysis, and environmental informatics.

Autor: Turner, Thomas F¹ (AUTHOR) turnert@unm.edu, Jr, Henry L Bart² (AUTHOR) hbartjr@tulane.edu, McCormick, Frank³ (AUTHOR) frank.h.mccormick@usda.gov, Besser, Alexi C⁴ (AUTHOR) acbesser@unm.edu, Bowes, Rachel E⁵ (AUTHOR) rbowes@emporia.edu, Capps, Krista A⁶ (AUTHOR) kcapps@uga.edu, DeArmon, Emily S⁷ (AUTHOR) esdearmon@unm.edu, Dillman, Casey B⁸ (AUTHOR) cbd63@cornell.edu, Driscoll, Katelyn P⁹ (AUTHOR) katelyn.driscoll@usda.gov, Dugger, Aubrey¹⁰ (AUTHOR) adugger@ucar.edu, Hamilton, Gregor L¹¹ (AUTHOR) ghamilton@unm.edu, Harris, Phillip M¹² (AUTHOR) pharris@ua.edu, Hendrickson, Dean A¹³ (AUTHOR) deanhend@austin.utexas.edu, Hoffman, Joel¹⁴ (AUTHOR) Hoffman.Joel@epa.gov, Knouft, Jason H¹⁵ (AUTHOR) jason.knouft@slu.edu, Lepak, Ryan F¹⁴ (AUTHOR) lepak.ryan@epa.gov, López-Fernández, Hernán¹⁶ (AUTHOR) hlopezf@umich.edu, Montaña, Carmen G¹⁷ (AUTHOR) montanascg@sfasu.edu, Newsome, Seth D⁴ (AUTHOR) newsome@unm.edu, Pease, Allison A¹⁸ (AUTHOR) peasea@missouri.edu

Publikováno v: BioScience. Jul2023, Vol. 73 Issue 7, p479-493. 15p.

Artificial Intelligence in Landscape Ecology: Recent Advances, Perspectives, and Opportunities.

Autor: Frazier, Amy E., Song, Lei

Publikováno v: Current Landscape Ecology Reports; 2025, Vol. 10 Issue 1, p1-13, 13p