Bridging human mobility to animal activity: when humans are away, bears will play

In the Anthropocene, findings on animal behavioral flexibility in response to anthropogenic changes are accumulating: human presence and activity affect the distribution, movement, activity rhythm, physiology, and diet of animal species. However, conclusions are limited by the lack of simultaneous q...

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Published in:Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Animal Movement Ecology and Human Mobility
Main Authors: Robira, B., Corradini, A., Ossi, F., Cagnacci, F.
Other Authors: Hachem, F., Ellis-Soto, D., Rutz, C., Dodge, S., Damiani, M.L.
Format: Conference Object
Language:English
Published: Association for Computing Machinery 2022
Subjects:
Online Access:https://hdl.handle.net/10449/78155
https://doi.org/10.1145/3557921.3565538
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author Robira, B.
Corradini, A.
Ossi, F.
Cagnacci, F.
author2 Ossi, F.
Hachem, F.
Robira, B.
Ellis-Soto, D.
Rutz, C.
Dodge, S.
Cagnacci, F.
Damiani, M.L.
Corradini, A.
author_facet Robira, B.
Corradini, A.
Ossi, F.
Cagnacci, F.
author_sort Robira, B.
collection Fondazione Edmund Mach: IRIS-OpenPub
container_start_page 1
container_title Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Animal Movement Ecology and Human Mobility
description In the Anthropocene, findings on animal behavioral flexibility in response to anthropogenic changes are accumulating: human presence and activity affect the distribution, movement, activity rhythm, physiology, and diet of animal species. However, conclusions are limited by the lack of simultaneous quantitative data on both the animal and human side. Hence, the dynamic link between animal behavior and human activity and mobility is often poorly estimated. Based on long-term monitoring of a wild bear population in the Trentino region (10 bears monitored from 2006 to 2019; 20 bear-years) combined with human mobility data (Cumulative Outdoor activity Index, derived from the Strava Global Heatmap) and tourist count records, we investigated how spatial behavior and activity rhythms of bears change with variations in experienced human disturbance. We found that bears were mainly nocturnal and that, on an annual scale, nocturnality was associated with movement behavior, but both were independent of experienced human disturbance. Furthermore, nocturnality tended to increase in periods of more intense exploitation of outdoor areas by humans. Overall, these preliminary findings show that bears exhibit a notable behavioral flexibility to minimize their exposure to human presence. Through the application of different sources of human activity data, this work showcases that the integration of high resolution animal movement data with dynamic data on human mobility is crucial to meaningfully catch wildlife responses to anthropisation.
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op_doi https://doi.org/10.1145/3557921.3565538
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ispartofbook:HANIMOB '22: Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Animal Movement Ecology and Human Mobility, Seattle Washington, 1. November 2022
HANIMOB '22: Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Animal Movement Ecology and Human Mobility
firstpage:1
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alleditors:Ossi, F.; Hachem, F.; Robira, B.; Ellis-Soto, D.; Rutz, C.; Dodge, S.; Cagnacci, F.; Damiani, M.L.
https://hdl.handle.net/10449/78155
doi:10.1145/3557921.3565538
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spelling ftiasma:oai:openpub.fmach.it:10449/78155 2025-01-17T01:14:53+00:00 Bridging human mobility to animal activity: when humans are away, bears will play Robira, B. Corradini, A. Ossi, F. Cagnacci, F. Ossi, F. Hachem, F. Robira, B. Ellis-Soto, D. Rutz, C. Dodge, S. Cagnacci, F. Damiani, M.L. Corradini, A. 2022 https://hdl.handle.net/10449/78155 https://doi.org/10.1145/3557921.3565538 eng eng Association for Computing Machinery country:US place:New York info:eu-repo/semantics/altIdentifier/isbn/9781450395342 ispartofbook:HANIMOB '22: Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Animal Movement Ecology and Human Mobility, Seattle Washington, 1. November 2022 HANIMOB '22: Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Animal Movement Ecology and Human Mobility firstpage:1 lastpage:8 alleditors:Ossi, F.; Hachem, F.; Robira, B.; Ellis-Soto, D.; Rutz, C.; Dodge, S.; Cagnacci, F.; Damiani, M.L. https://hdl.handle.net/10449/78155 doi:10.1145/3557921.3565538 info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85142664540 info:eu-repo/semantics/openAccess Human Mobility Nocturnality Outdoor recreational activity Strava-derived Cumulated Outdoor activity Index Spatio-temporal risk avoidance Ursus arctos Settore BIO/07 - ECOLOGIA info:eu-repo/semantics/conferenceObject 2022 ftiasma https://doi.org/10.1145/3557921.3565538 2024-01-23T23:23:12Z In the Anthropocene, findings on animal behavioral flexibility in response to anthropogenic changes are accumulating: human presence and activity affect the distribution, movement, activity rhythm, physiology, and diet of animal species. However, conclusions are limited by the lack of simultaneous quantitative data on both the animal and human side. Hence, the dynamic link between animal behavior and human activity and mobility is often poorly estimated. Based on long-term monitoring of a wild bear population in the Trentino region (10 bears monitored from 2006 to 2019; 20 bear-years) combined with human mobility data (Cumulative Outdoor activity Index, derived from the Strava Global Heatmap) and tourist count records, we investigated how spatial behavior and activity rhythms of bears change with variations in experienced human disturbance. We found that bears were mainly nocturnal and that, on an annual scale, nocturnality was associated with movement behavior, but both were independent of experienced human disturbance. Furthermore, nocturnality tended to increase in periods of more intense exploitation of outdoor areas by humans. Overall, these preliminary findings show that bears exhibit a notable behavioral flexibility to minimize their exposure to human presence. Through the application of different sources of human activity data, this work showcases that the integration of high resolution animal movement data with dynamic data on human mobility is crucial to meaningfully catch wildlife responses to anthropisation. Conference Object Ursus arctos Fondazione Edmund Mach: IRIS-OpenPub Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Animal Movement Ecology and Human Mobility 1 8
spellingShingle Human Mobility
Nocturnality
Outdoor recreational activity
Strava-derived Cumulated Outdoor activity Index
Spatio-temporal risk avoidance
Ursus arctos
Settore BIO/07 - ECOLOGIA
Robira, B.
Corradini, A.
Ossi, F.
Cagnacci, F.
Bridging human mobility to animal activity: when humans are away, bears will play
title Bridging human mobility to animal activity: when humans are away, bears will play
title_full Bridging human mobility to animal activity: when humans are away, bears will play
title_fullStr Bridging human mobility to animal activity: when humans are away, bears will play
title_full_unstemmed Bridging human mobility to animal activity: when humans are away, bears will play
title_short Bridging human mobility to animal activity: when humans are away, bears will play
title_sort bridging human mobility to animal activity: when humans are away, bears will play
topic Human Mobility
Nocturnality
Outdoor recreational activity
Strava-derived Cumulated Outdoor activity Index
Spatio-temporal risk avoidance
Ursus arctos
Settore BIO/07 - ECOLOGIA
topic_facet Human Mobility
Nocturnality
Outdoor recreational activity
Strava-derived Cumulated Outdoor activity Index
Spatio-temporal risk avoidance
Ursus arctos
Settore BIO/07 - ECOLOGIA
url https://hdl.handle.net/10449/78155
https://doi.org/10.1145/3557921.3565538