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Sentinel-2 based estimates of rangeland fractional cover and canopy gap class for the western United States.

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Title: Sentinel-2 based estimates of rangeland fractional cover and canopy gap class for the western United States.
Authors: Allred BW; Numerical Terradynamic Simulation Group, University of Montana, Missoula, MT, USA. brady.allred@umontana.edu., McCord SE; Jornada Experimental Range, USDA Agricultural Research Service, Las Cruces, NM, USA., Assal TJ; Bureau of Land Management, National Operations Center, Denver, CO, USA., Bestelmeyer BT; Jornada Experimental Range, USDA Agricultural Research Service, Las Cruces, NM, USA., Boyd CS; Eastern Oregon Agricultural Research Center, USDA Agricultural Research Service, Burns, OR, USA., Brooks AC; Desert Research Institute, Reno, NV, USA., Cady SM; Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, USA., Duniway MC; U.S. Geological Survey, Southwest Biological Science Center, Moab, UT, USA., Fuhlendorf SD; Natural Resource Ecology and Management, Oklahoma State University, Stillwater, OK, USA., Green SA; USDA Natural Resources Conservation Service, Central National Technology Support Center, Ft. Worth, TX, USA., Harrison GR; Jornada Experimental Range, USDA Agricultural Research Service, Las Cruces, NM, USA., Jensen ER; Desert Research Institute, Reno, NV, USA., Kachergis EJ; Bureau of Land Management, National Operations Center, Denver, CO, USA., Knight AC; U.S. Geological Survey, Southwest Biological Science Center, Moab, UT, USA., Mattilio CM; University of Wyoming Sheridan Research and Extension Center, Institute for Managing Annual Grasses Invading Natural Ecosystems, Sheridan, WY, USA., Mealor BA; University of Wyoming Sheridan Research and Extension Center, Institute for Managing Annual Grasses Invading Natural Ecosystems, Sheridan, WY, USA., Naugle DE; W.A. Franke College of Forestry and Conservation, University of Montana, Missoula, MT, USA., O'Leary D; Institute for Natural Resources, Oregon State University, Corvallis, OR, USA., Olsoy PJ; Eastern Oregon Agricultural Research Center, USDA Agricultural Research Service, Burns, OR, USA., Peirce ES; Rangeland Resources and Systems Research Unit, USDA Agricultural Research Service, Fort Collins, CO, USA., Reinhardt JR; USDA Forest Service, Rocky Mountain Research Station, Moscow, ID, USA., Shriver RK; Department of Natural Resources and Environmental Science, University of Nevada, Reno, NV, USA., Smith JT; Numerical Terradynamic Simulation Group, University of Montana, Missoula, MT, USA., Tack JD; U.S. Fish and Wildlife Service, Habitat and Population Evaluation Team, Missoula, MT, USA., Tanner AM; Caesar Kleberg Wildlife Research Institute, Texas A&M University-Kingsville, Kingsville, TX, USA., Tanner EP; Caesar Kleberg Wildlife Research Institute, Texas A&M University-Kingsville, Kingsville, TX, USA., Twidwell D; Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, USA., Webb NP; Jornada Experimental Range, USDA Agricultural Research Service, Las Cruces, NM, USA., Morford SL; Numerical Terradynamic Simulation Group, University of Montana, Missoula, MT, USA.
Source: Scientific data [Sci Data] 2025 Nov 28; Vol. 12 (1), pp. 1889. Date of Electronic Publication: 2025 Nov 28.
Publication Type: Journal Article; Dataset
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101640192 Publication Model: Electronic Cited Medium: Internet ISSN: 2052-4463 (Electronic) Linking ISSN: 20524463 NLM ISO Abbreviation: Sci Data Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Sentinel-2 based estimates of rangeland fractional cover and canopy gap class for the western United States.
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  Data: <searchLink fieldCode="AU" term="%22Allred+BW%22">Allred BW</searchLink>; Numerical Terradynamic Simulation Group, University of Montana, Missoula, MT, USA. brady.allred@umontana.edu.<br /><searchLink fieldCode="AU" term="%22McCord+SE%22">McCord SE</searchLink>; Jornada Experimental Range, USDA Agricultural Research Service, Las Cruces, NM, USA.<br /><searchLink fieldCode="AU" term="%22Assal+TJ%22">Assal TJ</searchLink>; Bureau of Land Management, National Operations Center, Denver, CO, USA.<br /><searchLink fieldCode="AU" term="%22Bestelmeyer+BT%22">Bestelmeyer BT</searchLink>; Jornada Experimental Range, USDA Agricultural Research Service, Las Cruces, NM, USA.<br /><searchLink fieldCode="AU" term="%22Boyd+CS%22">Boyd CS</searchLink>; Eastern Oregon Agricultural Research Center, USDA Agricultural Research Service, Burns, OR, USA.<br /><searchLink fieldCode="AU" term="%22Brooks+AC%22">Brooks AC</searchLink>; Desert Research Institute, Reno, NV, USA.<br /><searchLink fieldCode="AU" term="%22Cady+SM%22">Cady SM</searchLink>; Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, USA.<br /><searchLink fieldCode="AU" term="%22Duniway+MC%22">Duniway MC</searchLink>; U.S. Geological Survey, Southwest Biological Science Center, Moab, UT, USA.<br /><searchLink fieldCode="AU" term="%22Fuhlendorf+SD%22">Fuhlendorf SD</searchLink>; Natural Resource Ecology and Management, Oklahoma State University, Stillwater, OK, USA.<br /><searchLink fieldCode="AU" term="%22Green+SA%22">Green SA</searchLink>; USDA Natural Resources Conservation Service, Central National Technology Support Center, Ft. Worth, TX, USA.<br /><searchLink fieldCode="AU" term="%22Harrison+GR%22">Harrison GR</searchLink>; Jornada Experimental Range, USDA Agricultural Research Service, Las Cruces, NM, USA.<br /><searchLink fieldCode="AU" term="%22Jensen+ER%22">Jensen ER</searchLink>; Desert Research Institute, Reno, NV, USA.<br /><searchLink fieldCode="AU" term="%22Kachergis+EJ%22">Kachergis EJ</searchLink>; Bureau of Land Management, National Operations Center, Denver, CO, USA.<br /><searchLink fieldCode="AU" term="%22Knight+AC%22">Knight AC</searchLink>; U.S. Geological Survey, Southwest Biological Science Center, Moab, UT, USA.<br /><searchLink fieldCode="AU" term="%22Mattilio+CM%22">Mattilio CM</searchLink>; University of Wyoming Sheridan Research and Extension Center, Institute for Managing Annual Grasses Invading Natural Ecosystems, Sheridan, WY, USA.<br /><searchLink fieldCode="AU" term="%22Mealor+BA%22">Mealor BA</searchLink>; University of Wyoming Sheridan Research and Extension Center, Institute for Managing Annual Grasses Invading Natural Ecosystems, Sheridan, WY, USA.<br /><searchLink fieldCode="AU" term="%22Naugle+DE%22">Naugle DE</searchLink>; W.A. Franke College of Forestry and Conservation, University of Montana, Missoula, MT, USA.<br /><searchLink fieldCode="AU" term="%22O'Leary+D%22">O'Leary D</searchLink>; Institute for Natural Resources, Oregon State University, Corvallis, OR, USA.<br /><searchLink fieldCode="AU" term="%22Olsoy+PJ%22">Olsoy PJ</searchLink>; Eastern Oregon Agricultural Research Center, USDA Agricultural Research Service, Burns, OR, USA.<br /><searchLink fieldCode="AU" term="%22Peirce+ES%22">Peirce ES</searchLink>; Rangeland Resources and Systems Research Unit, USDA Agricultural Research Service, Fort Collins, CO, USA.<br /><searchLink fieldCode="AU" term="%22Reinhardt+JR%22">Reinhardt JR</searchLink>; USDA Forest Service, Rocky Mountain Research Station, Moscow, ID, USA.<br /><searchLink fieldCode="AU" term="%22Shriver+RK%22">Shriver RK</searchLink>; Department of Natural Resources and Environmental Science, University of Nevada, Reno, NV, USA.<br /><searchLink fieldCode="AU" term="%22Smith+JT%22">Smith JT</searchLink>; Numerical Terradynamic Simulation Group, University of Montana, Missoula, MT, USA.<br /><searchLink fieldCode="AU" term="%22Tack+JD%22">Tack JD</searchLink>; U.S. Fish and Wildlife Service, Habitat and Population Evaluation Team, Missoula, MT, USA.<br /><searchLink fieldCode="AU" term="%22Tanner+AM%22">Tanner AM</searchLink>; Caesar Kleberg Wildlife Research Institute, Texas A&M University-Kingsville, Kingsville, TX, USA.<br /><searchLink fieldCode="AU" term="%22Tanner+EP%22">Tanner EP</searchLink>; Caesar Kleberg Wildlife Research Institute, Texas A&M University-Kingsville, Kingsville, TX, USA.<br /><searchLink fieldCode="AU" term="%22Twidwell+D%22">Twidwell D</searchLink>; Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, USA.<br /><searchLink fieldCode="AU" term="%22Webb+NP%22">Webb NP</searchLink>; Jornada Experimental Range, USDA Agricultural Research Service, Las Cruces, NM, USA.<br /><searchLink fieldCode="AU" term="%22Morford+SL%22">Morford SL</searchLink>; Numerical Terradynamic Simulation Group, University of Montana, Missoula, MT, USA.
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