Data from: Accounting for heterogeneity when estimating stopover duration, timing and population size of red knots along the Luannan Coast of Bohai Bay, China
1. To successfully perform their long-distance migrations, migratory birds require sites along their migratory routes to rest and refuel. Monitoring the use of so-called stopover and staging sites provides insights into (1) the timing of migration and (2) the importance of a site for migratory bird...
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Online Access: | https://doi.org/10.5061/dryad.dq7495s |
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fttriple:oai:gotriple.eu:50|dedup_wf_001::0d90841931a17892a260d8ef8b1f42b7 2023-05-15T15:48:25+02:00 Data from: Accounting for heterogeneity when estimating stopover duration, timing and population size of red knots along the Luannan Coast of Bohai Bay, China Lok, Tamar Hassell, Chris J. Piersma, Theunis Pradel, Roger Gimenez, Olivier 2019-01-01 https://doi.org/10.5061/dryad.dq7495s en eng Dryad http://dx.doi.org/10.5061/dryad.dq7495s https://dx.doi.org/10.5061/dryad.dq7495s lic_creative-commons 10.5061/dryad.dq7495s oai:easy.dans.knaw.nl:easy-dataset:129180 oai:services.nod.dans.knaw.nl:Products/dans:oai:easy.dans.knaw.nl:easy-dataset:129180 10|openaire____::9e3be59865b2c1c335d32dae2fe7b254 10|re3data_____::94816e6421eeb072e7742ce6a9decc5f 10|re3data_____::84e123776089ce3c7a33db98d9cd15a8 re3data_____::r3d100000044 10|eurocrisdris::fe4903425d9040f680d8610d9079ea14 red knot Calidris canutus Migration state-space model Jolly-Seber stopover duration Holocene Heterogeneity population size 2009-2016 Life sciences medicine and health care mark-recapture envir demo Dataset https://vocabularies.coar-repositories.org/resource_types/c_ddb1/ 2019 fttriple https://doi.org/10.5061/dryad.dq7495s 2023-01-22T16:52:31Z 1. To successfully perform their long-distance migrations, migratory birds require sites along their migratory routes to rest and refuel. Monitoring the use of so-called stopover and staging sites provides insights into (1) the timing of migration and (2) the importance of a site for migratory bird populations. A recently developed Bayesian superpopulation model that integrates mark-recapture data and ring density data enabled the estimation of stopover timing, duration and population size. Yet, this model did not account for heterogeneity in encounter (p) and staying (ϕ) probabilities. 2. Here we extended the integrated superpopulation model by implementing finite mixtures to account for heterogeneity in p and ϕ. We used simulations and real data on red knots Calidris canutus staging in Bohai Bay, China, during spring migration to (1) show the importance of accounting for heterogeneity in encounter and staying probabilities to get unbiased estimates of stopover timing, duration and numbers of migratory birds at staging sites and (2) get accurate stopover parameter estimates for a migratory bird species at a key staging site that is threatened by habitat destruction. 3. Our simulations confirmed that heterogeneity in p affected stopover parameter estimates more than heterogeneity in ϕ. Bias was particularly severe when most birds had both low ϕ and p. Bias was largest for population size, intermediate for stopover duration and negligible for stopover timing. 4. 50,000-100,000 red knots were estimated to annually stop for 5-9 days in Bohai Bay between 10 and 30 May. This shows the key importance of this staging site for this declining species. There were no clear changes in stopover parameters over time. 5. Our study shows the importance of accounting for heterogeneity in both encounter and staying probabilities for accurately estimating stopover duration and population size and provides an appropriate modelling framework. Individual_encounter_historiesDaily field observations of colour-marked red knots (marked ... Dataset Calidris canutus Red Knot Unknown |
institution |
Open Polar |
collection |
Unknown |
op_collection_id |
fttriple |
language |
English |
topic |
red knot Calidris canutus Migration state-space model Jolly-Seber stopover duration Holocene Heterogeneity population size 2009-2016 Life sciences medicine and health care mark-recapture envir demo |
spellingShingle |
red knot Calidris canutus Migration state-space model Jolly-Seber stopover duration Holocene Heterogeneity population size 2009-2016 Life sciences medicine and health care mark-recapture envir demo Lok, Tamar Hassell, Chris J. Piersma, Theunis Pradel, Roger Gimenez, Olivier Data from: Accounting for heterogeneity when estimating stopover duration, timing and population size of red knots along the Luannan Coast of Bohai Bay, China |
topic_facet |
red knot Calidris canutus Migration state-space model Jolly-Seber stopover duration Holocene Heterogeneity population size 2009-2016 Life sciences medicine and health care mark-recapture envir demo |
description |
1. To successfully perform their long-distance migrations, migratory birds require sites along their migratory routes to rest and refuel. Monitoring the use of so-called stopover and staging sites provides insights into (1) the timing of migration and (2) the importance of a site for migratory bird populations. A recently developed Bayesian superpopulation model that integrates mark-recapture data and ring density data enabled the estimation of stopover timing, duration and population size. Yet, this model did not account for heterogeneity in encounter (p) and staying (ϕ) probabilities. 2. Here we extended the integrated superpopulation model by implementing finite mixtures to account for heterogeneity in p and ϕ. We used simulations and real data on red knots Calidris canutus staging in Bohai Bay, China, during spring migration to (1) show the importance of accounting for heterogeneity in encounter and staying probabilities to get unbiased estimates of stopover timing, duration and numbers of migratory birds at staging sites and (2) get accurate stopover parameter estimates for a migratory bird species at a key staging site that is threatened by habitat destruction. 3. Our simulations confirmed that heterogeneity in p affected stopover parameter estimates more than heterogeneity in ϕ. Bias was particularly severe when most birds had both low ϕ and p. Bias was largest for population size, intermediate for stopover duration and negligible for stopover timing. 4. 50,000-100,000 red knots were estimated to annually stop for 5-9 days in Bohai Bay between 10 and 30 May. This shows the key importance of this staging site for this declining species. There were no clear changes in stopover parameters over time. 5. Our study shows the importance of accounting for heterogeneity in both encounter and staying probabilities for accurately estimating stopover duration and population size and provides an appropriate modelling framework. Individual_encounter_historiesDaily field observations of colour-marked red knots (marked ... |
format |
Dataset |
author |
Lok, Tamar Hassell, Chris J. Piersma, Theunis Pradel, Roger Gimenez, Olivier |
author_facet |
Lok, Tamar Hassell, Chris J. Piersma, Theunis Pradel, Roger Gimenez, Olivier |
author_sort |
Lok, Tamar |
title |
Data from: Accounting for heterogeneity when estimating stopover duration, timing and population size of red knots along the Luannan Coast of Bohai Bay, China |
title_short |
Data from: Accounting for heterogeneity when estimating stopover duration, timing and population size of red knots along the Luannan Coast of Bohai Bay, China |
title_full |
Data from: Accounting for heterogeneity when estimating stopover duration, timing and population size of red knots along the Luannan Coast of Bohai Bay, China |
title_fullStr |
Data from: Accounting for heterogeneity when estimating stopover duration, timing and population size of red knots along the Luannan Coast of Bohai Bay, China |
title_full_unstemmed |
Data from: Accounting for heterogeneity when estimating stopover duration, timing and population size of red knots along the Luannan Coast of Bohai Bay, China |
title_sort |
data from: accounting for heterogeneity when estimating stopover duration, timing and population size of red knots along the luannan coast of bohai bay, china |
publisher |
Dryad |
publishDate |
2019 |
url |
https://doi.org/10.5061/dryad.dq7495s |
genre |
Calidris canutus Red Knot |
genre_facet |
Calidris canutus Red Knot |
op_source |
10.5061/dryad.dq7495s oai:easy.dans.knaw.nl:easy-dataset:129180 oai:services.nod.dans.knaw.nl:Products/dans:oai:easy.dans.knaw.nl:easy-dataset:129180 10|openaire____::9e3be59865b2c1c335d32dae2fe7b254 10|re3data_____::94816e6421eeb072e7742ce6a9decc5f 10|re3data_____::84e123776089ce3c7a33db98d9cd15a8 re3data_____::r3d100000044 10|eurocrisdris::fe4903425d9040f680d8610d9079ea14 |
op_relation |
http://dx.doi.org/10.5061/dryad.dq7495s https://dx.doi.org/10.5061/dryad.dq7495s |
op_rights |
lic_creative-commons |
op_doi |
https://doi.org/10.5061/dryad.dq7495s |
_version_ |
1766383394354102272 |