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Shamon H, Maor R, Cove MV, Kays R, Adley J, Alexander PD, Allen DN, Allen ML, Appel CL, Barr E, Barthelmess EL, Baruzzi C, Bashaw K, Bastille-Rousseau G, Baugh ME, Belant J, Benson JF, Bespoyasny BA, Bird T, Bogan DA, Brandt LSE, Bresnan CE, Brooke JM, Buderman FE, Buzzell SG, Cheeseman AE, Chitwood MC, Chrysafis P, Collins MK, Collins DP, Compton JA, Conner LM, Cosby OG, Coster SS, Crawford B, Crupi AP, Darracq AK, Davis ML, DeGregorio BA, Denningmann KL, Dougherty KD, Driver A, Edelman AJ, Ellington EH, Ellis-Felege SN, Ellison CN, Fantle-Lepczyk JE, Farris ZJ, Favreau J, Fernandez P, Fisher-Reid MC, Fitzpatrick MC, Flaherty EA, Forrester TD, Fritts SR, Gallo T, Gerber BD, Giery ST, Glasscock JL, Gonatas AD, Grady AC, Green AM, Gregory T, Griffin N, Hagen RH, Hansen CP, Hansen LP, Hasstedt SC, Hernández-Yáñez H, Herrera DJ, Horan RV, Jackson VL, Johnson L, Jordan MJ, Kahano W, Kiser J, Knowles TW, Koeck MM, Koroly C, Kuhn KM, Kuprewicz EK, Lafferty DJR, LaPoint SD, Lashley M, Lathrop RG, Lee TE, Lepczyk CA, Lesmeister DB, Lombardi JV, Long RA, Lonsinger RC, MacKay P, Maher SP, Mason DS, Millspaugh JJ, Moll RJ, Moon JB, Mortelliti A, Mychajliw AM, Nagy CM, Neiswenter SA, Nelson DL, Nemes CE, Nielsen CK, Olson E, O'Mara MT, O'Neill BJ, Page BR, Parsons E, Pease BS, Pendergast ME, Proctor M, Quick H, Rega-Brodsky CC, Rentz MS, Rezendes K, Rich D, Risch DR, Romero A, Rooney BR, Rota CT, Samples CA, Schalk CM, Sekercioğlu ÇH, Sergeyev M, Smith AB, Smith DS, Sperry JH, Stenglein JL, Stokes MK, Stutzman JS, Todd KR, Vanek JP, Varga W, Wardle ZM, Webb SL, Wehr NH, Whipple LS, Whittier CA, Widness JS, Williamson J, Wilson AM, Wolf AJ, Zimova M, Zorn AS, McShea WJ. SNAPSHOT USA 2021: A third coordinated national camera trap survey of the United States. Ecology 2024:e4318. [PMID: 38693703 DOI: 10.1002/ecy.4318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 10/05/2023] [Accepted: 11/10/2023] [Indexed: 05/03/2024]
Abstract
SNAPSHOT USA is a multicontributor, long-term camera trap survey designed to survey mammals across the United States. Participants are recruited through community networks and directly through a website application (https://www.snapshot-usa.org/). The growing Snapshot dataset is useful, for example, for tracking wildlife population responses to land use, land cover, and climate changes across spatial and temporal scales. Here we present the SNAPSHOT USA 2021 dataset, the third national camera trap survey across the US. Data were collected across 109 camera trap arrays and included 1711 camera sites. The total effort equaled 71,519 camera trap nights and resulted in 172,507 sequences of animal observations. Sampling effort varied among camera trap arrays, with a minimum of 126 camera trap nights, a maximum of 3355 nights, a median 546 nights, and a mean 656 ± 431 nights. This third dataset comprises 51 camera trap arrays that were surveyed during 2019, 2020, and 2021, along with 71 camera trap arrays that were surveyed in 2020 and 2021. All raw data and accompanying metadata are stored on Wildlife Insights (https://www.wildlifeinsights.org/), and are publicly available upon acceptance of the data papers. SNAPSHOT USA aims to sample multiple ecoregions in the United States with adequate representation of each ecoregion according to its relative size. Currently, the relative density of camera trap arrays varies by an order of magnitude for the various ecoregions (0.22-5.9 arrays per 100,000 km2), emphasizing the need to increase sampling effort by further recruiting and retaining contributors. There are no copyright restrictions on these data. We request that authors cite this paper when using these data, or a subset of these data, for publication. Any use of trade, firm, or product names is for descriptive purposes only and does not imply endorsement by the US Government.
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Affiliation(s)
- Hila Shamon
- Smithsonian's National Zoo and Conservation Biology Institute, Front Royal, Virginia, USA
| | - Roi Maor
- Smithsonian's National Zoo and Conservation Biology Institute, Front Royal, Virginia, USA
- Institute of Zoology, The Zoological Society of London, London, UK
| | - Michael V Cove
- North Carolina Museum of Natural Sciences, Raleigh, North Carolina, USA
| | - Roland Kays
- North Carolina Museum of Natural Sciences, Raleigh, North Carolina, USA
- Department of Forestry and Environmental Resources, North Carolina State University, Raleigh, North Carolina, USA
| | - Jessie Adley
- Department of Natural Resources Science, University of Rhode Island, Kingston, Rhode Island, USA
| | | | - David N Allen
- Department of Biology, Middlebury College, Middlebury, Vermont, USA
| | - Maximilian L Allen
- Illinois Natural History Survey, Champaign, Illinois, USA
- Department of Natural Resources and Environmental Sciences, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
| | - Cara L Appel
- USDA Forest Service, Pacific Northwest Research Station, Portland, Oregon, USA
- Department of Fisheries and Wildlife, Oregon State University, Corvallis, Oregon, USA
| | - Evan Barr
- Department of Biology, Murray State University, Murray, Kentucky, USA
| | - Erika L Barthelmess
- Biology Department and Nature Up North Program, St. Lawrence University, Canton, New York, USA
| | - Carolina Baruzzi
- Department of Wildlife Ecology, University of Florida, Gainesville, Florida, USA
| | - Kelli Bashaw
- Texas Parks and Wildlife Department, Paducah, Texas, USA
| | - Guillaume Bastille-Rousseau
- Cooperative Wildlife Research Laboratory, Southern Illinois University, Carbondale, Illinois, USA
- School of Biological Sciences, Southern Illinois University, Carbondale, Illinois, USA
| | - Madison E Baugh
- Department of Biology, University of Central Oklahoma, Edmond, Oklahoma, USA
| | - Jerrold Belant
- Department of Fisheries and Wildlife, Michigan State University, East Lansing, Michigan, USA
| | - John F Benson
- School of Natural Resources, University of Nebraska, Lincoln, Nebraska, USA
| | - Bethany A Bespoyasny
- Department of Natural Resource Management, South Dakota State University, Brookings, South Dakota, USA
| | - Tori Bird
- Hogle Zoo, Salt Lake City, Utah, USA
| | - Daniel A Bogan
- Department of Environmental Studies and Sciences, Siena College, Loudonville, New York, USA
| | - LaRoy S E Brandt
- Department of Biology, Lincoln Memorial University, Harrogate, Tennessee, USA
- Cumberland Mountain Research Center, Harrogate, Tennessee, USA
| | - Claire E Bresnan
- Smithsonian's National Zoo and Conservation Biology Institute, Front Royal, Virginia, USA
- Department of Ecology, Montana State University, Bozeman, Montana, USA
| | - Jarred M Brooke
- Department of Forestry and Natural Resources, Purdue University, West Lafayette, Indiana, USA
| | - Frances E Buderman
- Department of Ecosystem Science and Management, Pennsylvania State University, University Park, Pennsylvania, USA
| | - Suzannah G Buzzell
- Department of Natural Resources and the Environment, University of New Hampshire, Durham, New Hampshire, USA
| | - Amanda E Cheeseman
- Department of Natural Resource Management, South Dakota State University, Brookings, South Dakota, USA
| | - M Colter Chitwood
- Department of Natural Resource Ecology and Management, Oklahoma State University, Stillwater, Oklahoma, USA
| | | | - Merri K Collins
- Department of Environmental Science and Policy, George Mason University, Fairfax, Virginia, USA
| | - D Parks Collins
- Department of Biology, Mitchell Community College, Statesville, North Carolina, USA
| | - Justin A Compton
- Biology and Chemistry Department, Springfield College, Springfield, Massachusetts, USA
| | | | - Olivia G Cosby
- Smithsonian's National Zoo and Conservation Biology Institute, Front Royal, Virginia, USA
| | | | - Benjamin Crawford
- Department of Natural Resources and Environmental Sciences, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
| | - Anthony P Crupi
- Alaska Department of Fish and Game, Division of Wildlife Conservation, Douglas, Alaska, USA
| | - Andrea K Darracq
- Department of Biology, Murray State University, Murray, Kentucky, USA
- Watershed Studies Institute, Murray State University, Murray, Kentucky, USA
| | - Miranda L Davis
- Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, Connecticut, USA
| | - Brett A DeGregorio
- US Geological Survey Fish and Wildlife Cooperative Research Unit, University of Arkansas, Fayetteville, Arkansas, USA
| | | | - Kyle D Dougherty
- School of Natural Resources, University of Nebraska, Lincoln, Nebraska, USA
| | - Ace Driver
- Natural Resource Ecology and Management, Iowa State University, Ames, Iowa, USA
| | - Andrew J Edelman
- Department of Natural Sciences, University of West Georgia, Carrollton, Georgia, USA
| | - E Hance Ellington
- Range Cattle Research and Education Center, University of Florida, Ona, Florida, USA
| | | | | | - Jean E Fantle-Lepczyk
- College of Forestry, Wildlife and Environment, Auburn University, Auburn, Alabama, USA
| | - Zach J Farris
- Department of Public Health & Exercise Science, Appalachian State University, Boone, North Carolina, USA
| | | | - Pilar Fernandez
- Paul G. Allen School for Global Animal Health, Washington State University, Pullman, Washington, USA
| | - M Caitlin Fisher-Reid
- Department of Biological Sciences, Bridgewater State University, Bridgewater, Massachusetts, USA
| | - Matthew C Fitzpatrick
- Appalachian Laboratory, University of Maryland Center for Environmental Science, Frostburg, Maryland, USA
| | - Elizabeth A Flaherty
- Department of Forestry and Natural Resources, Purdue University, West Lafayette, Indiana, USA
| | - Tavis D Forrester
- USDA Forest Service, Rocky Mountain Research Station, Missoula, Montana, USA
| | - Sarah R Fritts
- Department of Biology, Texas State University, San Marcos, Texas, USA
| | - Travis Gallo
- Department of Environmental Science and Policy, George Mason University, Fairfax, Virginia, USA
| | - Brian D Gerber
- Department of Natural Resources Science, University of Rhode Island, Kingston, Rhode Island, USA
| | - Sean T Giery
- Eberly College of Science, Department of Biology, The Pennsylvania State University, University Park, Pennsylvania, USA
| | | | - Alex D Gonatas
- Department of Biological Sciences, Bridgewater State University, Bridgewater, Massachusetts, USA
| | - Anna C Grady
- Paul G. Allen School for Global Health, Washington State University, Pullman, Washington, USA
| | - Austin M Green
- School of Biological Sciences, University of Utah, Salt Lake City, Utah, USA
| | - Tremaine Gregory
- Smithsonian's National Zoo and Conservation Biology Institute, Front Royal, Virginia, USA
| | - Noel Griffin
- North Carolina Museum of Natural Sciences, Raleigh, North Carolina, USA
- Department of Forestry and Environmental Resources, North Carolina State University, Raleigh, North Carolina, USA
| | - Robert H Hagen
- Environmental Studies Program, University of Kansas, Lawrence, Kansas, USA
| | - Christopher P Hansen
- Wildlife Biology Program, W.A. Franke College of Forestry and Conservation, University of Montana, Missoula, Montana, USA
| | - Lonnie P Hansen
- Wildlife Biology Program, W.A. Franke College of Forestry and Conservation, University of Montana, Missoula, Montana, USA
| | - Steven C Hasstedt
- Department of Biology, United States Air Force Academy, Air Force Academy, Colorado, USA
| | - Haydée Hernández-Yáñez
- Smithsonian's National Zoo and Conservation Biology Institute, Front Royal, Virginia, USA
| | - Daniel J Herrera
- Department of Environmental Science and Policy, George Mason University, Fairfax, Virginia, USA
| | - Robert V Horan
- Georgia Department of Natural Resources, Wildlife Resources Division, Brunswick, Georgia, USA
| | - Victoria L Jackson
- Department of Biology, University of Central Oklahoma, Edmond, Oklahoma, USA
| | | | - Mark J Jordan
- Department of Biology, Seattle University, Seattle, Washington, USA
| | - Willaine Kahano
- School of Life Sciences, University of Nevada, Las Vegas, Nevada, USA
| | - Joseph Kiser
- Department of Biology, Mitchell Community College, Statesville, North Carolina, USA
| | - Travis W Knowles
- Department of Biology, Francis Marion University, Florence, South Carolina, USA
| | - Molly M Koeck
- Department of Natural Resource Ecology and Management, Oklahoma State University, Stillwater, Oklahoma, USA
| | - Caroline Koroly
- Department of Biology, Mitchell Community College, Statesville, North Carolina, USA
| | - Kellie M Kuhn
- Department of Biology, United States Air Force Academy, Air Force Academy, Colorado, USA
| | - Erin K Kuprewicz
- Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, Connecticut, USA
- Connecticut State Museum of Natural History, Storrs, Connecticut, USA
| | - Diana J R Lafferty
- Wildlife Ecology and Conservation Science Lab, Department of Biology, Northern Michigan University, Marqeutte, Michigan, USA
| | - Scott D LaPoint
- Black Rock Forest, Cornwall, New York, USA
- Lamont-Doherty Earth Observatory, Palisades, New York, USA
| | - Marcus Lashley
- Department of Wildlife Ecology and Conservation, University of Florida, Gainesville, Florida, USA
| | - Richard G Lathrop
- Department of Ecology, Evolution, and Natural Resources, Rutgers University, New Brunswick, New Jersey, USA
| | - Thomas E Lee
- Department of Biology, Abilene Christian University, Abilene, Texas, USA
| | - Christopher A Lepczyk
- College of Forestry, Wildlife and Environment, Auburn University, Auburn, Alabama, USA
| | - Damon B Lesmeister
- USDA Forest Service, Pacific Northwest Research Station, Portland, Oregon, USA
- Department of Fisheries and Wildlife, Oregon State University, Corvallis, Oregon, USA
| | - Jason V Lombardi
- Caesar Kleberg Wildlife Research Institute, Texas A&M University-Kingsville, Kingsville, Texas, USA
| | | | - Robert C Lonsinger
- Department of Natural Resource Ecology and Management, Oklahoma State University, Stillwater, Oklahoma, USA
- US Geological Survey, Oklahoma Cooperative Fish and Wildlife Research Unit, Stillwater, Oklahoma, USA
| | | | - Sean P Maher
- Department of Biology, Missouri State University, Springfield, Missouri, USA
| | - David S Mason
- Department of Wildlife Ecology and Conservation, University of Florida, Gainesville, Florida, USA
| | - Joshua J Millspaugh
- Wildlife Biology Program, W.A. Franke College of Forestry and Conservation, University of Montana, Missoula, Montana, USA
| | - Remington J Moll
- Department of Natural Resources and the Environment, University of New Hampshire, Durham, New Hampshire, USA
| | - Jessica B Moon
- Department of Biology, Murray State University, Murray, Kentucky, USA
- Watershed Studies Institute, Murray State University, Murray, Kentucky, USA
| | - Alessio Mortelliti
- Department of Wildlife, Fisheries, and Conservation Biology, University of Maine, Orono, Maine, USA
- Department of Life Sciences, University of Trieste, Trieste, Italy
| | - Alexis M Mychajliw
- Department of Biology, Middlebury College, Middlebury, Vermont, USA
- Environmental Studies Program, Middlebury College, Middlebury, Vermont, USA
| | | | - Sean A Neiswenter
- School of Life Sciences, University of Nevada, Las Vegas, Nevada, USA
| | - Dana L Nelson
- Smithsonian's National Zoo and Conservation Biology Institute, Front Royal, Virginia, USA
- Department of Forestry and Environmental Conservation, Clemson University, Clemson, South Carolina, USA
| | - Claire E Nemes
- Appalachian Laboratory, University of Maryland Center for Environmental Science, Frostburg, Maryland, USA
| | - Clayton K Nielsen
- Cooperative Wildlife Research Laboratory, Southern Illinois University, Carbondale, Illinois, USA
- Forestry Program, Southern Illinois University, Carbondale, Illinois, USA
| | | | - M Teague O'Mara
- Department of Biological Sciences, Southeastern Louisiana University, Hammond, Louisiana, USA
| | - Brian J O'Neill
- Department of Biological Sciences, University of Wisconsin-Whitewater, Whitewater, Wisconsin, USA
| | - Blake R Page
- Department of Biological Sciences, Bridgewater State University, Bridgewater, Massachusetts, USA
| | - Elizabeth Parsons
- The Jones Center at Ichauway, Newton, Georgia, USA
- Warnell School of Forestry and Natural Resources, University of Georgia, Athens, Georgia, USA
| | - Brent S Pease
- Forestry Program, Southern Illinois University, Carbondale, Illinois, USA
| | | | - Mike Proctor
- Noble Research Institute, LLC, Ardmore, Oklahoma, USA
| | - Heather Quick
- Department of Biology, Mitchell Community College, Statesville, North Carolina, USA
| | | | - Michael S Rentz
- Natural Resource Ecology and Management, Iowa State University, Ames, Iowa, USA
| | - Kylie Rezendes
- Department of Natural Resources Science, University of Rhode Island, Kingston, Rhode Island, USA
| | - Daric Rich
- Scenic Hudson, Poughkeepsie, New York, USA
| | - Derek R Risch
- Department of Natural Resources and Environmental Management, University of Hawaii at Mānoa, Honolulu, Hawaii, USA
| | - Andrea Romero
- Department of Biological Sciences; Department of Geography, Geology, and Environmental Studies, University of Wisconsin-Whitewater, Whitewater, Wisconsin, USA
| | | | - Christopher T Rota
- Division of Forestry and Natural Resources, West Virginia University, Morgantown, West Virginia, USA
| | | | | | - Çağan H Sekercioğlu
- School of Biological Sciences, University of Utah, Salt Lake City, Utah, USA
- College of Sciences, Koç University, Istanbul, Turkey
| | - Maksim Sergeyev
- Department of Wildlife, Fisheries, and Conservation Biology, University of Maine, Orono, Maine, USA
| | - Austin B Smith
- Haub School of Environment and Natural Resources, University of Wyoming, Laramie, Wyoming, USA
| | | | - Jinelle H Sperry
- U.S. Army Construction Engineering Research Laboratory, Champaign, Illinois, USA
| | - Jennifer L Stenglein
- Office of Applied Science, Wisconsin Department of Natural Resources, Madison, Wisconsin, USA
| | - Michael K Stokes
- Department of Biology, Western Kentucky University, Bowling Green, Kentucky, USA
| | - Johnathon S Stutzman
- Smithsonian's National Zoo and Conservation Biology Institute, Front Royal, Virginia, USA
| | - Kimberly R Todd
- Smithsonian's National Zoo and Conservation Biology Institute, Front Royal, Virginia, USA
| | - John P Vanek
- Hobart and William Smith Colleges, Geneva, New York, USA
- SUNY College of Environmental Science and Forestry, Syracuse, New York, USA
| | - Wren Varga
- School of Life Sciences, Arizona State University, Tempe, Arizona, USA
| | - Zachary M Wardle
- Department of Wildlife, Fisheries, and Conservation Biology, University of Maine, Orono, Maine, USA
- Natural Resources Institute, Texas A&M University, College Station, Texas, USA
| | - Stephen L Webb
- Natural Resources Institute, Texas A&M University, College Station, Texas, USA
- Department of Rangeland, Wildlife and Fisheries Management, Texas A&M University, College Station, Texas, USA
| | - Nathaniel H Wehr
- Department of Fisheries and Wildlife, Michigan State University, East Lansing, Michigan, USA
| | - Laura S Whipple
- Wildlife Ecology and Conservation Science Lab, Department of Biology, Northern Michigan University, Marqeutte, Michigan, USA
| | - Christopher A Whittier
- Tufts Center for Conservation Medicine, Cummings School of Veterinary Medicine at Tufts University, North Grafton, Massachusetts, USA
| | - Jane S Widness
- Department of Anthropology, Yale University, New Haven, Connecticut, USA
| | | | - Andrew M Wilson
- Environmental Studies, Gettysburg College, Gettysburg, Pennsylvania, USA
| | | | - Marketa Zimova
- Department of Biology, Appalachian State University, Boone, North Carolina, USA
| | - Adam S Zorn
- Huston-Brumbaugh Nature Center, University of Mount Union, Alliance, Ohio, USA
| | - William J McShea
- Smithsonian's National Zoo and Conservation Biology Institute, Front Royal, Virginia, USA
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