Uncertainties in the identification of potential dispersal corridors: the importance of behaviour, sex, and algorithm

Modelling landscape connectivity represents one of the central challenges for conservation of natural resources, especially in human dominated landscapes. Many different methods have been developed to this effect, but their assumptions and limitations have been largely ignored. Using high resolution...

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Published in:Basic and Applied Ecology
Main Authors: MAIORANO, Luigi, BOITANI, Luigi, CHIAVERINI, LUCA, CIUCCI, Paolo
Other Authors: Maiorano, Luigi, Boitani, Luigi, Chiaverini, Luca, Ciucci, Paolo
Format: Article in Journal/Newspaper
Language:English
Published: Elsevier 2017
Subjects:
Online Access:http://hdl.handle.net/11573/948801
https://doi.org/10.1016/j.baae.2017.02.005
http://www.sciencedirect.com/science/article/pii/S1439179116300883?via%3Dihub
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author MAIORANO, Luigi
BOITANI, Luigi
CHIAVERINI, LUCA
CIUCCI, Paolo
author2 Maiorano, Luigi
Boitani, Luigi
Chiaverini, Luca
Ciucci, Paolo
author_facet MAIORANO, Luigi
BOITANI, Luigi
CHIAVERINI, LUCA
CIUCCI, Paolo
author_sort MAIORANO, Luigi
collection Sapienza Università di Roma: CINECA IRIS
container_start_page 66
container_title Basic and Applied Ecology
container_volume 21
description Modelling landscape connectivity represents one of the central challenges for conservation of natural resources, especially in human dominated landscapes. Many different methods have been developed to this effect, but their assumptions and limitations have been largely ignored. Using high resolution GPS tracking data from brown bears (Ursus arctos) in central Italy, we investigated the influence of behavioural state (movement vs other behaviours), sex, and algorithms, namely least cost path and circuit theory, on the identification of structural corridors. In particular, considering that most studies do not account for behavioural states and/or individual characteristics, and that basically all studies consider only a single corridor algorithm, we performed (1) a within-algorithm comparison, under the hypothesis that both behavioural states and sex would influence prediction of structural corridors, and (2) a betweenalgorithm comparison, under the hypothesis that different algorithms would predict different corridors. We found that the impact of sex and/or behavioural state was substantial. On average, least cost path corridors for moving females were 4.7 km apart (st.dev = 7.6 km) from corridors for moving males, and 5.0 km apart (st.dev = 7.2 km) from corridors not considering sex and behaviour. The same was true for circuit theory corridors. The between-algorithm comparison showed that the two corridor models yielded almost identical results, with >80% of the least cost path corridors falling into the two top deciles for the corresponding circuit theory corridors. Our results suggest that the failure to consider an animal’s behavioural state and/or sex may result in misidentification of corridors, with potential misallocation of the limited conservation resources available.
format Article in Journal/Newspaper
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op_doi https://doi.org/10.1016/j.baae.2017.02.005
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numberofpages:10
journal:BASIC AND APPLIED ECOLOGY
http://hdl.handle.net/11573/948801
doi:10.1016/j.baae.2017.02.005
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spelling ftunivromairis:oai:iris.uniroma1.it:11573/948801 2025-05-04T14:38:37+00:00 Uncertainties in the identification of potential dispersal corridors: the importance of behaviour, sex, and algorithm MAIORANO, Luigi BOITANI, Luigi CHIAVERINI, LUCA CIUCCI, Paolo Maiorano, Luigi Boitani, Luigi Chiaverini, Luca Ciucci, Paolo 2017 STAMPA http://hdl.handle.net/11573/948801 https://doi.org/10.1016/j.baae.2017.02.005 http://www.sciencedirect.com/science/article/pii/S1439179116300883?via%3Dihub eng eng Elsevier info:eu-repo/semantics/altIdentifier/wos/WOS:000406938700007 volume:21 firstpage:66 lastpage:75 numberofpages:10 journal:BASIC AND APPLIED ECOLOGY http://hdl.handle.net/11573/948801 doi:10.1016/j.baae.2017.02.005 http://www.sciencedirect.com/science/article/pii/S1439179116300883?via%3Dihub info:eu-repo/semantics/closedAccess circuit-theory cost-distance least-cost-path GPS-telemetry Ursus arctos info:eu-repo/semantics/article 2017 ftunivromairis https://doi.org/10.1016/j.baae.2017.02.005 2025-04-10T14:52:02Z Modelling landscape connectivity represents one of the central challenges for conservation of natural resources, especially in human dominated landscapes. Many different methods have been developed to this effect, but their assumptions and limitations have been largely ignored. Using high resolution GPS tracking data from brown bears (Ursus arctos) in central Italy, we investigated the influence of behavioural state (movement vs other behaviours), sex, and algorithms, namely least cost path and circuit theory, on the identification of structural corridors. In particular, considering that most studies do not account for behavioural states and/or individual characteristics, and that basically all studies consider only a single corridor algorithm, we performed (1) a within-algorithm comparison, under the hypothesis that both behavioural states and sex would influence prediction of structural corridors, and (2) a betweenalgorithm comparison, under the hypothesis that different algorithms would predict different corridors. We found that the impact of sex and/or behavioural state was substantial. On average, least cost path corridors for moving females were 4.7 km apart (st.dev = 7.6 km) from corridors for moving males, and 5.0 km apart (st.dev = 7.2 km) from corridors not considering sex and behaviour. The same was true for circuit theory corridors. The between-algorithm comparison showed that the two corridor models yielded almost identical results, with >80% of the least cost path corridors falling into the two top deciles for the corresponding circuit theory corridors. Our results suggest that the failure to consider an animal’s behavioural state and/or sex may result in misidentification of corridors, with potential misallocation of the limited conservation resources available. Article in Journal/Newspaper Ursus arctos Sapienza Università di Roma: CINECA IRIS Basic and Applied Ecology 21 66 75
spellingShingle circuit-theory
cost-distance
least-cost-path
GPS-telemetry
Ursus arctos
MAIORANO, Luigi
BOITANI, Luigi
CHIAVERINI, LUCA
CIUCCI, Paolo
Uncertainties in the identification of potential dispersal corridors: the importance of behaviour, sex, and algorithm
title Uncertainties in the identification of potential dispersal corridors: the importance of behaviour, sex, and algorithm
title_full Uncertainties in the identification of potential dispersal corridors: the importance of behaviour, sex, and algorithm
title_fullStr Uncertainties in the identification of potential dispersal corridors: the importance of behaviour, sex, and algorithm
title_full_unstemmed Uncertainties in the identification of potential dispersal corridors: the importance of behaviour, sex, and algorithm
title_short Uncertainties in the identification of potential dispersal corridors: the importance of behaviour, sex, and algorithm
title_sort uncertainties in the identification of potential dispersal corridors: the importance of behaviour, sex, and algorithm
topic circuit-theory
cost-distance
least-cost-path
GPS-telemetry
Ursus arctos
topic_facet circuit-theory
cost-distance
least-cost-path
GPS-telemetry
Ursus arctos
url http://hdl.handle.net/11573/948801
https://doi.org/10.1016/j.baae.2017.02.005
http://www.sciencedirect.com/science/article/pii/S1439179116300883?via%3Dihub