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Funded Research

Animals on the move: Remotely based determination of key drivers influencing movements and habitat selection of highly mobile fauna throughout the ABoVE study domain

Boelman, Natalie: Lamont-Doherty Earth Observatory, Columbia Univ. (Project Lead)
Bohrer, Gil: Ohio State University (Co-Investigator)
Eitel, Jan: University of Idaho (Co-Investigator)
Hebblewhite, Mark: University of Montana (Co-Investigator)
Prugh, Laura: University Of Washington (Co-Investigator)
Vierling, Lee: University of Idaho (Co-Investigator)
Arthur, Stephen: U.S. Fish and Wildlife Service (Collaborator)
Bentzen, Tortsen: Alaska Department of Fish and Game (Collaborator)
Booms, Travis: Alaska Department of Fish and Game (Collaborator)
Borg, Bridget: National Park Service (Collaborator)
Burch, John: National Park Service (Collaborator)
Colson, Kevin: Alaska Department of Fish and Game (Collaborator)
Crabtree, Robert (Bob): Yellowstone Ecological Research Center (Collaborator)
Crandall, Ross: Craighead Bering South (Collaborator)
Demma, Dominic (Nick): Alaska Department of Fish and Game (Collaborator)
Eacker, Daniel: University of Montana (Collaborator)
Golden, Howard: Alaska Department of Fish and Game (Collaborator)
Hegel, Troy: Yukon Department of Environment (Collaborator)
Hervieux, Dave: Alberta Government - Environment and Sustainable Resource Department (Collaborator)
Hudon, Jocelyn: Royal Alberta Museum (Collaborator)
Joly, Kyle: National Park Service (Collaborator)
Jones, Kimberly: Alaska Department of Fish and Game (Collaborator)
Kellie, Kalin: Alaska Department of Fish and Game (Collaborator)
Krikun, Richard: Lesser Slave Lake Bird Observatory (Collaborator)
Lewis, Stephen: Fish and Wildlife Service (Collaborator)
Mangipane, Buck: National Park Service (Collaborator)
McGuire, A. (Dave): USGS (Collaborator)
McIntyre, Carol: National Park Service Denali National Park (Collaborator)
Owen, Patricia (Pat): National Park Service (Collaborator)
Partecke, Jesko: Max Planck Institute for Ornithology (Collaborator)
Potter, Christopher: NASA ARC (Collaborator)
Smith, Jeff: H. T. Harvey & Associates (Collaborator)
Wald, Eric: National Park Service (Collaborator)
Wulder, Michael (Mike): Canadian Forest Service, Natural Resources Canada (Collaborator)
Davidson, Sarah: Ohio State University, Max Planck Institute of Animal Behavior (Participant)
Gurarie, Eliezer (Elie): SUNY College of Environmental Science and Forestry (Participant)
Juhlin, Ellis: University of Montana (Participant)
Orndahl, Kathleen (Katie): Northern Arizona University (Participant)
Ehlers, Libby: University of Montana (Post-Doc)
LaPoint, Scott: Lamont-Doherty Earth Observatory, Columbia Univ. (Post-Doc)
Mahoney, Peter: University of Washington (Post-Doc)
Meddens, Arjan: Washington State University (Post-Doc)
Handler, Miriam: Ohio State University (Student-Graduate)
Jennewein, Jyoti: USDA ARS (Student-Graduate)
Oliver, Ruth: Columbia University (Student-Graduate)
Palm, Eric: University of Montana (Student-Graduate)

Project Funding: 2015 - 2019

NRA: 2014 NASA: Terrestrial Ecology   

Funded by NASA

Abstract:
Arctic-Boreal regions (ABRs) of North America are warming at a rate almost three times higher than the global average, and the biophysical responses are acute. Most regional scale studies to date have explored consequences on biogeochemical cycling and energy balance. Far less attention has been paid to the vulnerability and resilience of wildlife throughout the ABR, despite the fact that the region hosts the planet's most diverse neotropical migrant songbird communities, caribou which are among the most abundant long range migratory large herbivores in the Northern Hemisphere, and intact yet threatened mammalian trophic systems. Many ABR species play unique ecological roles and are of cultural and economic significance to indigenous people. Many recent studies suggest that animal habitat throughout the ABR is undergoing rapid and profound change. For example, the region is undergoing altered vegetation productivity, phenology, composition, and bio-physical and -chemical structures; more extreme swings in seasonality of meteorological conditions; more frequent drought conditions; changes in snow and ice cover properties, dynamics and duration; enhancement of disturbance regimes, and; increasing human development. Each of these changes alters wildlife habitat in unique ways - very often overlapping and interacting with one another in time and space. In addition, there is high spatial heterogeneity in both the direction and magnitude of these changes across the ABR, yet little effort has been made to understand the ecological consequences. Highly mobile fauna of the ABR must navigate through an increasingly complex and dynamic mosaic of environmental and land surface conditions, but how vulnerable or resistant their long-term persistence is to the increasing spatiotemporal heterogeneity is unknown. Although there has been some focus on how changing conditions in the ABR affect wildlife habitat quality and selection, the overwhelming majority of these studies have focused on how habitat selection by one species (or community of similar species) responds to a single extreme or disturbance event. Recent and emerging advances in space-based animal tracking technology allow direct measurement of wildlife movements across animal taxa, over vast and remote regions, and over multiple years. Importantly, these regional-scale and near-continuous descriptions of animal locations can be explicitly linked to remote sensing observations of dynamic environmental conditions, which enables examination of animal responses to a wide range of environmental conditions and extreme events that occur - often unpredictably - throughout their ranges and life histories. Our overarching science goal is to understand how highly mobile terrestrial fauna navigate and select habitat in the rapidly changing ABoVE Study Domain. Facilitated by many data-sharing collaborations with US and Canadian government agencies, we will use space-based wildlife tracking technology to build an integrated dataset of regional-scale and near-continuous descriptions of passerine (American robins), raptor (Golden Eagles), ungulate (caribou, moose), and predator (wolf and brown bear) locations with both static and dynamic remote sensing products and other regional-scale geospatial datasets (Obj.1). We will use this data to build empiricallybased statistical movement and habitat selection models for multiple groups of animals across the ABoVE Study Domain (Obj.2). The geospatial tools and products will be made accessible to natural resource agencies, wildlife managers, First Nations, Alaskan natives, and other stakeholders to aid them in management and adaptation decisions (Obj.3). Further, our novel models and geospatial tools will be available for Phase 2 and 3 ABoVE studies in which future projections of animal movement and habitat selection will be made, and subsequently used to determine societal consequences and develop decision support products.

Publications:

Boelman, N. T., Liston, G. E., Gurarie, E., Meddens, A. J. H., Mahoney, P. J., Kirchner, P. B., Bohrer, G., Brinkman, T. J., Cosgrove, C. L., Eitel, J. U. H., Hebblewhite, M., Kimball, J. S., LaPoint, S., Nolin, A. W., Pedersen, S. H., Prugh, L. R., Reinking, A. K., Vierling, L. A. 2019. Integrating snow science and wildlife ecology in Arctic-boreal North America. Environmental Research Letters. 14(1), 010401. DOI: 10.1088/1748-9326/aaeec1

Davidson, S. C., Bohrer, G., Gurarie, E., LaPoint, S., Mahoney, P. J., Boelman, N. T., Eitel, J. U. H., Prugh, L. R., Vierling, L. A., Jennewein, J., Grier, E., Couriot, O., Kelly, A. P., Meddens, A. J. H., Oliver, R. Y., Kays, R., Wikelski, M., Aarvak, T., Ackerman, J. T., Alves, J. A., Bayne, E., Bedrosian, B., Belant, J. L., Berdahl, A. M., Berlin, A. M., Berteaux, D., Bety, J., Boiko, D., Booms, T. L., Borg, B. L., Boutin, S., Boyd, W. S., Brides, K., Brown, S., Bulyuk, V. N., Burnham, K. K., Cabot, D., Casazza, M., Christie, K., Craig, E. H., Davis, S. E., Davison, T., Demma, D., DeSorbo, C. R., Dixon, A., Domenech, R., Eichhorn, G., Elliott, K., Evenson, J. R., Exo, K., Ferguson, S. H., Fiedler, W., Fisk, A., Fort, J., Franke, A., Fuller, M. R., Garthe, S., Gauthier, G., Gilchrist, G., Glazov, P., Gray, C. E., Gremillet, D., Griffin, L., Hallworth, M. T., Harrison, A., Hennin, H. L., Hipfner, J. M., Hodson, J., Johnson, J. A., Joly, K., Jones, K., Katzner, T. E., Kidd, J. W., Knight, E. C., Kochert, M. N., Kolzsch, A., Kruckenberg, H., Lagasse, B. J., Lai, S., Lamarre, J., Lanctot, R. B., Larter, N. C., Latham, A. D. M., Latty, C. J., Lawler, J. P., Leandri-Breton, D., Lee, H., Lewis, S. B., Love, O. P., Madsen, J., Maftei, M., Mallory, M. L., Mangipane, B., Markovets, M. Y., Marra, P. P., McGuire, R., McIntyre, C. L., McKinnon, E. A., Miller, T. A., Moonen, S., Mu, T., Muskens, G. J. D. M., Ng, J., Nicholson, K. L., Oien, I. J., Overton, C., Owen, P. A., Patterson, A., Petersen, A., Pokrovsky, I., Powell, L. L., Prieto, R., Quillfeldt, P., Rausch, J., Russell, K., Saalfeld, S. T., Schekkerman, H., Schmutz, J. A., Schwemmer, P., Seip, D. R., Shreading, A., Silva, M. A., Smith, B. W., Smith, F., Smith, J. P., Snell, K. R. S., Sokolov, A., Sokolov, V., Solovyeva, D. V., Sorum, M. S., Tertitski, G., Therrien, J. F., Thorup, K., Tibbitts, T. L., Tulp, I., Uher-Koch, B. D., van Bemmelen, R. S. A., Van Wilgenburg, S., Von Duyke, A. L., Watson, J. L., Watts, B. D., Williams, J. A., Wilson, M. T., Wright, J. R., Yates, M. A., Yurkowski, D. J., Zydelis, R., Hebblewhite, M. 2020. Ecological insights from three decades of animal movement tracking across a changing Arctic. Science. 370(6517), 712-715. DOI: 10.1126/science.abb7080

Eacker, D. R., Hebblewhite, M., Steenweg, R., Russell, M., Flasko, A., Hervieux, D. 2019. Web-based application for threatened woodland caribou population modeling. Wildlife Society Bulletin. 43(1), 167-177. DOI: 10.1002/wsb.950

Finnegan, L., Pigeon, K. E., Cranston, J., Hebblewhite, M., Musiani, M., Neufeld, L., Schmiegelow, F., Duval, J., Stenhouse, G. B. 2018. Natural regeneration on seismic lines influences movement behaviour of wolves and grizzly bears. PLOS ONE. 13(4), e0195480. DOI: 10.1371/journal.pone.0195480

Gurarie, E., Cagnacci, F., Peters, W., Fleming, C. H., Calabrese, J. M., Mueller, T., Fagan, W. F. 2017. A framework for modelling range shifts and migrations: asking when, whither, whether and will it return. Journal of Animal Ecology. 86(4), 943-959. DOI: 10.1111/1365-2656.12674

Gurarie, E., Fleming, C. H., Fagan, W. F., Laidre, K. L., Hernandez-Pliego, J., Ovaskainen, O. 2017. Correlated velocity models as a fundamental unit of animal movement: synthesis and applications. Movement Ecology. 5(1). DOI: 10.1186/s40462-017-0103-3

Hebblewhite, M. 2017. Billion dollar boreal woodland caribou and the biodiversity impacts of the global oil and gas industry. Biological Conservation. 206, 102-111. DOI: 10.1016/j.biocon.2016.12.014

Holbrook, J. D., Olson, L. E., DeCesare, N. J., Hebblewhite, M., Squires, J. R., Steenweg, R. 2019. Functional responses in habitat selection: clarifying hypotheses and interpretations. Ecological Applications. 29(3). DOI: 10.1002/eap.1852

Jennewein, J. S., Eitel, J. U., Pinto, J. R., Vierling, L. A. 2020. Toward Mapping Dietary Fibers in Northern Ecosystems Using Hyperspectral and Multispectral Data. Remote Sensing. 12(16), 2579. DOI: 10.3390/rs12162579

Jennewein, J. S., Hebblewhite, M., Mahoney, P., Gilbert, S., Meddens, A. J. H., Boelman, N. T., Joly, K., Jones, K., Kellie, K. A., Brainerd, S., Vierling, L. A., Eitel, J. U. H. 2020. Behavioral modifications by a large-northern herbivore to mitigate warming conditions. Movement Ecology. 8(1). DOI: 10.1186/s40462-020-00223-9

Meddens, A. J., Vierling, L. A., Eitel, J. U., Jennewein, J. S., White, J. C., Wulder, M. A. 2018. Developing 5 m resolution canopy height and digital terrain models from WorldView and ArcticDEM data. Remote Sensing of Environment. 218, 174-188. DOI: 10.1016/j.rse.2018.09.010

Nagy-Reis, M., Dickie, M., Calvert, A. M., Hebblewhite, M., Hervieux, D., Seip, D. R., Gilbert, S. L., Venter, O., DeMars, C., Boutin, S., Serrouya, R. 2021. Habitat loss accelerates for the endangered woodland caribou in western Canada. Conservation Science and Practice. 3(7). DOI: 10.1111/csp2.437

Oliver, R. Y., Ellis, D. P. W., Chmura, H. E., Krause, J. S., Perez, J. H., Sweet, S. K., Gough, L., Wingfield, J. C., Boelman, N. T. 2018. Eavesdropping on the Arctic: Automated bioacoustics reveal dynamics in songbird breeding phenology. Science Advances. 4(6). DOI: 10.1126/sciadv.aaq1084

Serrouya, R., Seip, D. R., Hervieux, D., McLellan, B. N., McNay, R. S., Steenweg, R., Heard, D. C., Hebblewhite, M., Gillingham, M., Boutin, S. 2019. Saving endangered species using adaptive management. Proceedings of the National Academy of Sciences. 116(13), 6181-6186. DOI: 10.1073/pnas.1816923116

Sherub, S., Bohrer, G., Wikelski, M., Weinzierl, R. 2016. Behavioural adaptations to flight into thin air. Biology Letters. 12(10), 20160432. DOI: 10.1098/rsbl.2016.0432

Tucker, M. A., Bohning-Gaese, K., Fagan, W. F., Fryxell, J. M., Van Moorter, B., Alberts, S. C., Ali, A. H., Allen, A. M., Attias, N., Avgar, T., Bartlam-Brooks, H., Bayarbaatar, B., Belant, J. L., Bertassoni, A., Beyer, D., Bidner, L., van Beest, F. M., Blake, S., Blaum, N., Bracis, C., Brown, D., de Bruyn, P. J. N., Cagnacci, F., Calabrese, J. M., Camilo-Alves, C., Chamaille-Jammes, S., Chiaradia, A., Davidson, S. C., Dennis, T., DeStefano, S., Diefenbach, D., Douglas-Hamilton, I., Fennessy, J., Fichtel, C., Fiedler, W., Fischer, C., Fischhoff, I., Fleming, C. H., Ford, A. T., Fritz, S. A., Gehr, B., Goheen, J. R., Gurarie, E., Hebblewhite, M., Heurich, M., Hewison, A. J. M., Hof, C., Hurme, E., Isbell, L. A., Janssen, R., Jeltsch, F., Kaczensky, P., Kane, A., Kappeler, P. M., Kauffman, M., Kays, R., Kimuyu, D., Koch, F., Kranstauber, B., LaPoint, S., Leimgruber, P., Linnell, J. D. C., Lopez-Lopez, P., Markham, A. C., Mattisson, J., Medici, E. P., Mellone, U., Merrill, E., de Miranda Mourao, G., Morato, R. G., Morellet, N., Morrison, T. A., Diaz-Munoz, S. L., Mysterud, A., Nandintsetseg, D., Nathan, R., Niamir, A., Odden, J., O'Hara, R. B., Oliveira-Santos, L. G. R., Olson, K. A., Patterson, B. D., Cunha de Paula, R., Pedrotti, L., Reineking, B., Rimmler, M., Rogers, T. L., Rolandsen, C. M., Rosenberry, C. S., Rubenstein, D. I., Safi, K., Said, S., Sapir, N., Sawyer, H., Schmidt, N. M., Selva, N., Sergiel, A., Shiilegdamba, E., Silva, J. P., Singh, N., Solberg, E. J., Spiegel, O., Strand, O., Sundaresan, S., Ullmann, W., Voigt, U., Wall, J., Wattles, D., Wikelski, M., Wilmers, C. C., Wilson, J. W., Wittemyer, G., Zieba, F., Zwijacz-Kozica, T., Mueller, T. 2018. Moving in the Anthropocene: Global reductions in terrestrial mammalian movements. Science. 359(6374), 466-469. DOI: 10.1126/science.aam9712

Weinzierl, R., Bohrer, G., Kranstauber, B., Fiedler, W., Wikelski, M., Flack, A. 2016. Wind estimation based on thermal soaring of birds. Ecology and Evolution. 6(24), 8706-8718. DOI: 10.1002/ece3.2585


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