Climate, food and humans predict communities of mammals in the United States

Author:

Kays Roland12ORCID,Snider Matthew H.1ORCID,Hess George1,Cove Michael V.2ORCID,Jensen Alex23ORCID,Shamon Hila4ORCID,McShea William J.4ORCID,Rooney Brigit4ORCID,Allen Maximilian L.5ORCID,Pekins Charles E.6ORCID,Wilmers Christopher C.7,Pendergast Mary E.89ORCID,Green Austin M.8ORCID,Suraci Justin10ORCID,Leslie Matthew S.11ORCID,Nasrallah Sophie1213ORCID,Farkas Dan14,Jordan Mark15ORCID,Grigione Melissa16,LaScaleia Michael C.17ORCID,Davis Miranda L.17,Hansen Chris18ORCID,Millspaugh Josh1819ORCID,Lewis Jesse S.20ORCID,Havrda Michael21,Long Robert22ORCID,Remine Kathryn R.22,Jaspers Kodi J.22,Lafferty Diana J. R.23ORCID,Hubbard Tru23ORCID,Studds Colin E.24ORCID,Barthelmess Erika L.25ORCID,Andy Katherine2526,Romero Andrea2728,O'Neill Brian J.28,Hawkins Melissa T. R.29ORCID,Lombardi Jason V.3031ORCID,Sergeyev Maksim3032ORCID,Fisher‐Reid M. Caitlin33ORCID,Rentz Michael S.34,Nagy Christopher35ORCID,Davenport Jon M.36ORCID,Rega‐Brodsky Christine C.37ORCID,Appel Cara L.3839ORCID,Lesmeister Damon B.3839ORCID,Giery Sean T.40ORCID,Whittier Christopher A.41ORCID,Alston Jesse M.42ORCID,Sutherland Chris43ORCID,Rota Christopher44ORCID,Murphy Thomas45ORCID,Lee Thomas E.46,Mortelliti Alessio4748ORCID,Bergman Dylan L.49,Compton Justin A.50ORCID,Gerber Brian D.51ORCID,Burr Jess51,Rezendes Kylie51,DeGregorio Brett A.52ORCID,Wehr Nathaniel H.5354ORCID,Benson John F.53ORCID,O'Mara M. Teague555657ORCID,Jachowski David S.3,Gray Morgan58ORCID,Beyer Dean E.54ORCID,Belant Jerrold L.54,Horan Robert V.59ORCID,Lonsinger Robert C.60ORCID,Kuhn Kellie M.61ORCID,Hasstedt Steven C. M.61ORCID,Zimova Marketa6263ORCID,Moore Sophie M.64ORCID,Herrera Daniel J.64ORCID,Fritts Sarah65ORCID,Edelman Andrew J.66ORCID,Flaherty Elizabeth A.67ORCID,Petroelje Tyler R.68ORCID,Neiswenter Sean A.69ORCID,Risch Derek R.70ORCID,Iannarilli Fabiola71ORCID,van der Merwe Marius72,Maher Sean P.73ORCID,Farris Zach J.74,Webb Stephen L.7576ORCID,Mason David S.77ORCID,Lashley Marcus A.77ORCID,Wilson Andrew M.78ORCID,Vanek John P.7980ORCID,Wehr Samuel R.81,Conner L. Mike82ORCID,Beasley James C.83ORCID,Bontrager Helen L.83ORCID,Baruzzi Carolina84ORCID,Ellis‐Felege Susan N.85,Proctor Mike D.86ORCID,Schipper Jan8788ORCID,Weiss Katherine C. B.89ORCID,Darracq Andrea K.90,Barr Evan G.90,Alexander Peter D.91ORCID,Şekercioğlu Çağan H.9293ORCID,Bogan Daniel A.94,Schalk Christopher M.95ORCID,Fantle‐Lepczyk Jean E.96ORCID,Lepczyk Christopher A.96ORCID,LaPoint Scott97ORCID,Whipple Laura S.98ORCID,Rowe Helen Ivy99100ORCID,Mullen Kayleigh101ORCID,Bird Tori101,Zorn Adam102,Brandt LaRoy103,Lathrop Richard G.104ORCID,McCain Craig105,Crupi Anthony P.106ORCID,Clark James107,Parsons Arielle1108ORCID

Affiliation:

1. Department of Forestry and Environmental Resources North Carolina State University Raleigh North Carolina USA

2. North Carolina Museum of Natural Sciences Raleigh North Carolina USA

3. Department of Forestry and Environmental Conservation Clemson University Clemson South Carolina USA

4. Smithsonian's National Zoo and Conservation Biology Institute Front Royal Virginia USA

5. Illinois Natural History Survey Prairie Research Institute, University of Illinois Champaign Illinois USA

6. Fort Hood Natural Resources Management Branch, United States Army Garrison Fort Hood Texas USA

7. Environmental Studies Department, Center for Integrated Spatial Research University of California Santa Cruz Santa Cruz California USA

8. Science Research Initiative University of Utah Salt Lake City Utah USA

9. Sageland Collaborative Salt Lake City Utah USA

10. Conservation Science Partners, Inc. Truckee California USA

11. National Climate Adaptation Science Center, United States Geological Survey Reston Virginia USA

12. Biology Department Swarthmore College Swarthmore Pennsylvania USA

13. Entomology Department Cornell University Ithaca New York USA

14. Information Technology Department Pace University Pleasantville New York USA

15. Seattle University Department of Biology Seattle Washington USA

16. Department of Biology Pace University Pleasantville New York USA

17. Department of Ecology and Evolutionary Biology Storrs Connecticut USA

18. Wildlife Biology Program, Department of Ecosystem and Conservation Sciences University of Montana Missoula Montana USA

19. Department of Forest and Environmental Biology, SUNY‐ESF Syracuse New York USA

20. Arizona State University, College of Integrative Sciences and Arts Mesa Arizona USA

21. University of Washington, School of Environmental and Forest Sciences Seattle Washington USA

22. Woodland Park Zoo Seattle Washington USA

23. Department of Biology, Wildlife Ecology and Conservation Science Lab Northern Michigan University Marquette Michigan USA

24. Department of Geography and Environmental Systems University of Maryland Baltimore County Baltimore Maryland USA

25. Biology Department and Nature Up North Program St. Lawrence University Canton New York USA

26. School of Resource and Environmental Management Simon Fraser University Burnaby British Columbia Canada

27. Department of Geography, Geology, and Environmental Science University of Wisconsin‐Whitewater Whitewater Wisconsin USA

28. Department of Biology University of Wisconsin‐Whitewater Whitewater Wisconsin USA

29. Department of Vertebrate Zoology Smithsonian Institution, National Museum of Natural History Washington District of Columbia USA

30. Caesar Kleberg Wildlife Research Institute, Texas A&M University‐Kingsville Kingsville Texas USA

31. Wildlife Health Laboratory, California Department of Fish and Wildlife Rancho Cordova California USA

32. Warner College of Natural Resources Colorado State University Fort Collins Colorado USA

33. Department of Biological Sciences Bridgewater State University Bridgewater Massachusetts USA

34. Natural Resource Ecology and Management Iowa State University Ames Iowa USA

35. Mianus River Gorge Bedford New York USA

36. Department of Biology Appalachian State University Boone North Carolina USA

37. School of Science and Mathematics Pittsburg State University Pittsburg Kansas USA

38. USDA Forest Service, Pacific Northwest Research Station Corvallis Oregon USA

39. Department of Fisheries, Wildlife, and Conservation Oregon State University Corvallis Oregon USA

40. Department of Biology The Pennsylvania State University University Park Pennsylvania USA

41. Center for Conservation Medicine Cummings School of Veterinary Medicine at Tufts University North Grafton Massachusetts USA

42. School of Natural Resources and the Environment University of Arizona Tucson Arizona USA

43. Centre for Research into Ecological and Environmental Modelling, School of Mathematics and Statistics St Andrews University St Andrews UK

44. Division of Forestry and Natural Resources West Virginia University Morgantown West Virginia USA

45. Edmonds Community College Lynnwood Washington USA

46. Department of Biology Abilene Christian University Abilene Texas USA

47. Department of Wildlife, Fisheries and Conservation Biology University of Maine Orono Maine USA

48. Department of Life Sciences University of Trieste Trieste Italy

49. Point No Point Treaty Council Poulsbo Washington USA

50. Environmental Sciences and Studies Department Stonehill College Easton Massachusetts USA

51. Department of Natural Resources Science University of Rhode Island Kingston Rhode Island USA

52. U.S. Geological Survey, Michigan Cooperative Fish and Wildlife Research Unit Michigan State University East Lansing Michigan USA

53. School of Natural Resources University of Nebraska‐Lincoln Lincoln Nebraska USA

54. Department of Fisheries and Wildlife Michigan State University East Lansing Michigan USA

55. Bat Conservation International Austin Texas USA

56. Department of Biology Southeastern Louisiana University Hammond Louisiana USA

57. Department of Migration Max Planck Institute of Animal Behavior Radolfzell Germany

58. Pepperwood Santa Rosa California USA

59. Georgia Department of Natural Resources, Wildlife Resources Division Brunswick Georgia USA

60. U.S. Geological Survey, Oklahoma Cooperative Fish and Wildlife Research Unit Oklahoma State University Stillwater Oklahoma USA

61. U.S. Air Force Academy, Department of Biology Faculty Drive Colorado USA

62. Department of Biological Sciences Ohio University Athens Ohio USA

63. School for Environment and Sustainability University of Michigan Ann Arbor Michigan USA

64. Humane Rescue Alliance Washington District of Columbia USA

65. Texas State University San Marcos Texas USA

66. Department of Natural Sciences University of West Georgia Carrollton Georgia USA

67. Department of Forestry and Natural Resources Purdue University West Lafayette Indiana USA

68. Michigan Department of Natural Resources, Wildlife Division Marquette Michigan USA

69. School of Life Sciences University of Nevada Las Vegas Nevada USA

70. Department of Natural Resources and Environmental Management University of Hawaiʻi Mānoa Honolulu Hawaii USA

71. Department of Fisheries, Wildlife, and Conservation Biology University of Minnesota St. Paul Minnesota USA

72. Biological Sciences Department Utah Tech University St. George Utah USA

73. Department of Biology Missouri State University Springfield Missouri USA

74. Department of Public Health & Exercise Science Appalachian State University Boone North Carolina USA

75. Texas A&M Natural Resources Institute, Texas A&M University College Station Texas USA

76. Department of Rangeland, Wildlife and Fisheries Management Texas A&M University College Station Texas USA

77. Department of Wildlife Ecology and Conservation University of Florida Gainesville Florida USA

78. Environmental Studies Department Gettysburg College Gettysburg Pennsylvania USA

79. Department of Biology Northern Illinois University DeKalb Illinois USA

80. New York Natural Heritage Program SUNY College of Environmental Science and Forestry Albany New York USA

81. Department of Biology Oberlin College Oberlin Ohio USA

82. The Jones Center at Ichauway Newton Georgia USA

83. Savannah River Ecology Laboratory and Warnell School of Forestry and Natural Resources University of Georgia Aiken South Carolina USA

84. Department of Wildlife Ecology and Conservation, North Florida Research and Education Center University of Florida Quincy Florida USA

85. Department of Biology University of North Dakota Grand Forks North Dakota USA

86. Noble Research Institute Ardmore Oklahoma USA

87. New College of Interdisciplinary Arts & Sciences Arizona State University Glendale Arizona USA

88. Arizona Center for Nature Conservation, Phoenix Zoo Phoenix Arizona USA

89. School of Life Sciences Arizona State University Tempe Arizona USA

90. Department of Biological Sciences Watershed Studies Institute, Murray State University Murray Kentucky USA

91. Craighead Beringia South Kelly Wyoming USA

92. School of Biological Sciences University of Utah Salt Lake City Utah USA

93. Koç University Department of Molecular Biology and Genetics Istanbul Turkey

94. Department of Environmental Studies and Sciences Siena College Loudonville New York USA

95. USDA Forest Service, Southern Research Station Nacogdoches Texas USA

96. College of Forestry, Wildlife and Environment Auburn University Auburn Alabama USA

97. Black Rock Forest Cornwall New York USA

98. Department of Natural Resources and Environmental Sciences University of Illinois Urbana Illinois USA

99. McDowell Sonoran Conservancy Scottsdale Arizona USA

100. School of Earth and Sustainability Northern Arizona University Flagstaff Arizona USA

101. Utah's Hogle Zoo Salt Lake City Utah USA

102. Huston‐Brumbaugh Nature Center University of Mount Union Alliance Ohio USA

103. Cumberland Mountain Research Center, Department of Biology Lincoln Memorial University Harrogate Tennessee USA

104. Rutgers University Ecological Preserve Piscataway New Jersey USA

105. Department of Biology University of North Texas Denton Texas USA

106. Alaska Department of Fish and Game, Division of Wildlife Conservation Juneau Alaska USA

107. Nicholas School of the Environment Duke University Durham North Carolina USA

108. Alexander Center for Applied Population Biology, Lincoln Park Zoo Chicago Illinois USA

Abstract

AbstractAimThe assembly of species into communities and ecoregions is the result of interacting factors that affect plant and animal distribution and abundance at biogeographic scales. Here, we empirically derive ecoregions for mammals to test whether human disturbance has become more important than climate and habitat resources in structuring communities.LocationConterminous United States.Time Period2010–2021.Major Taxa StudiedTwenty‐five species of mammals.MethodsWe analysed data from 25 mammal species recorded by camera traps at 6645 locations across the conterminous United States in a joint modelling framework to estimate relative abundance of each species. We then used a clustering analysis to describe 8 broad and 16 narrow mammal communities.ResultsClimate was the most important predictor of mammal abundance overall, while human population density and agriculture were less important, with mixed effects across species. Seed production by forests also predicted mammal abundance, especially hard‐mast tree species. The mammal community maps are similar to those of plants, with an east–west split driven by different dominant species of deer and squirrels. Communities vary along gradients of temperature in the east and precipitation in the west. Most fine‐scale mammal community boundaries aligned with established plant ecoregions and were distinguished by the presence of regional specialists or shifts in relative abundance of widespread species. Maps of potential ecosystem services provided by these communities suggest high herbivory in the Rocky Mountains and eastern forests, high invertebrate predation in the subtropical south and greater predation pressure on large vertebrates in the west.Main ConclusionsOur results highlight the importance of climate to modern mammals and suggest that climate change will have strong impacts on these communities. Our new empirical approach to recognizing ecoregions has potential to be applied to expanded communities of mammals or other taxa.

Funder

National Energy Technology Laboratory

Directorate for Biological Sciences

National Institute of Food and Agriculture

U.S. Fish and Wildlife Service

North Carolina State University

Thelma Doelger Trust for Animals

Noble Research Institute

Publisher

Wiley

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