Section: Ecology
Topic: Ecology, Environmental sciences

Using a large-scale biodiversity monitoring dataset to test the effectiveness of protected areas at conserving North-American breeding birds

10.24072/pcjournal.5 - Peer Community Journal, Volume 1 (2021), article no. e3.

Get full text PDF Peer reviewed and recommended by PCI
Protected areas currently cover about 15% of the global land area, and constitute one of the main tools in biodiversity conservation. Quantifying their effectiveness at protecting species from local decline or extinction involves comparing protected with counterfactual unprotected sites representing “what would have happened to protected sites had they not been protected”. Most studies are based on pairwise comparisons, using neighbour sites to protected areas as counterfactuals, but this choice is often subjective and may be prone to biases. An alternative is to use large-scale biodiversity monitoring datasets, whereby the effect of protected areas is analysed statistically by controlling for landscape differences between protected and unprotected sites, allowing a more targeted and clearly defined measure of the protected areas effect. Here we use the North American Breeding Bird Survey dataset as a case study to investigate the effectiveness of protected areas at conserving bird assemblages. We analysed the effect of protected areas on species richness, on assemblage-level abundance, and on the abundance of individual species by modelling how these metrics relate to the proportion of each site that is protected, while controlling for local habitat, altitude, productivity and for spatial autocorrelation. At the assemblage level, we found almost no relationship between protection and species richness or overall abundance. At the species level, we found that forest species are present in significantly higher abundances within protected forest sites, compared with unprotected forests, with the opposite effect for species that favour open habitats. Hence, even though protected forest assemblages are not richer than those of unprotected forests, they are more typical of this habitat. We also found some evidence that species that avoid human activities tend to be favoured by protection, but found no such effect for regionally declining species. Our results highlight the complexity of assessing protected areas effectiveness, and the necessity of clearly defining the metrics of effectiveness and the controls used in such assessments.
Published online:
DOI: 10.24072/pcjournal.5
Type: Research article
Cazalis, Victor 1; Belghali, Soumaya 1; Rodrigues, Ana S.L. 1

1 Centre d’Ecologie Fonctionnelle et Evolutive, CEFE, Univ. de Montpellier – CNRS – Univ. Paul-Valéry Montpellier – EPHE – CNRS, Montpellier, France
License: CC-BY 4.0
Copyrights: The authors retain unrestricted copyrights and publishing rights
@article{10_24072_pcjournal_5,
     author = {Cazalis, Victor and Belghali, Soumaya and Rodrigues, Ana S.L.},
     title = {Using a large-scale biodiversity monitoring dataset to test the effectiveness of protected areas at conserving {North-American} breeding birds},
     journal = {Peer Community Journal},
     eid = {e3},
     publisher = {Peer Community In},
     volume = {1},
     year = {2021},
     doi = {10.24072/pcjournal.5},
     url = {https://peercommunityjournal.org/articles/10.24072/pcjournal.5/}
}
TY  - JOUR
AU  - Cazalis, Victor
AU  - Belghali, Soumaya
AU  - Rodrigues, Ana S.L.
TI  - Using a large-scale biodiversity monitoring dataset to test the effectiveness of protected areas at conserving North-American breeding birds
JO  - Peer Community Journal
PY  - 2021
VL  - 1
PB  - Peer Community In
UR  - https://peercommunityjournal.org/articles/10.24072/pcjournal.5/
DO  - 10.24072/pcjournal.5
ID  - 10_24072_pcjournal_5
ER  - 
%0 Journal Article
%A Cazalis, Victor
%A Belghali, Soumaya
%A Rodrigues, Ana S.L.
%T Using a large-scale biodiversity monitoring dataset to test the effectiveness of protected areas at conserving North-American breeding birds
%J Peer Community Journal
%D 2021
%V 1
%I Peer Community In
%U https://peercommunityjournal.org/articles/10.24072/pcjournal.5/
%R 10.24072/pcjournal.5
%F 10_24072_pcjournal_5
Cazalis, Victor; Belghali, Soumaya; Rodrigues, Ana S.L. Using a large-scale biodiversity monitoring dataset to test the effectiveness of protected areas at conserving North-American breeding birds. Peer Community Journal, Volume 1 (2021), article  no. e3. doi : 10.24072/pcjournal.5. https://peercommunityjournal.org/articles/10.24072/pcjournal.5/

Peer reviewed and recommended by PCI : 10.24072/pci.ecology.100018

Conflict of interest of the recommender and peer reviewers:
The recommender in charge of the evaluation of the article and the reviewers declared that they have no conflict of interest (as defined in the code of conduct of PCI) with the authors or with the content of the article.

[1] Andam, K. S.; Ferraro, P. J.; Pfaff, A.; Sanchez-Azofeifa, G. A.; Robalino, J. A. Measuring the effectiveness of protected area networks in reducing deforestation, Proceedings of the National Academy of Sciences, Volume 105 (2008) no. 42, pp. 16089-16094 | DOI

[2] Balmford, A.; Bond, W. Trends in the state of nature and their implications for human well-being, Ecology Letters, Volume 8 (2005) no. 11, pp. 1218-1234 | DOI

[3] Barnagaud, J.-Y.; Gaüzère, P.; Zuckerberg, B.; Princé, K.; Svenning, J.-C. Temporal changes in bird functional diversity across the United States, Oecologia, Volume 185 (2017) no. 4, pp. 737-748 | DOI

[4] Bihn, J. H.; Verhaagh, M.; Brändle, M.; Brandl, R. Do secondary forests act as refuges for old growth forest animals? Recovery of ant diversity in the Atlantic forest of Brazil, Biological Conservation, Volume 141 (2008) no. 3, pp. 733-743 | DOI

[5] Boulinier, T.; Nichols, J. D.; Sauer, J. R.; Hines, J. E.; Pollock, K. H. Estimating species richness: the importance of heterogeneity in species detectability, Ecology, Volume 79 (1998) no. 3, pp. 1018-1028 | DOI

[6] Brooks, T. M.; Bakarr, M. I.; Boucher, T.; da Fonseca, G. A.; Hilton-Taylor, C.; Hoekstra, J. M.; Moritz, T.; Olivieri, S.; Parrish, J.; Pressey, R. L.; Rodrigues, A. S. L.; Sechrest, W.; Stattersfield, A.; Strahm, W.; Stuart, S. N. Coverage Provided by the Global Protected-Area System: Is It Enough?, BioScience, Volume 54 (2004) no. 12 | DOI

[7] Calenge, C. The package “adehabitat” for the R software: A tool for the analysis of space and habitat use by animals, Ecological Modelling, Volume 197 (2006) no. 3-4, pp. 516-519 | DOI

[8] Ceballos, G.; Ehrlich, P. R.; Dirzo, R. Biological annihilation via the ongoing sixth mass extinction signaled by vertebrate population losses and declines, Proceedings of the National Academy of Sciences, Volume 114 (2017) no. 30 | DOI

[9] Coetzee, B. W. T.; Gaston, K. J.; Chown, S. L. Local Scale Comparisons of Biodiversity as a Test for Global Protected Area Ecological Performance: A Meta-Analysis, PLoS ONE, Volume 9 (2014) no. 8 | DOI

[10] Devictor, V.; Godet, L.; Julliard, R.; Couvet, D.; Jiguet, F. Can common species benefit from protected areas?, Biological Conservation, Volume 139 (2007) no. 1-2, pp. 29-36 | DOI

[11] Dornelas, M.; Gotelli, N. J.; McGill, B.; Shimadzu, H.; Moyes, F.; Sievers, C.; Magurran, A. E. Assemblage Time Series Reveal Biodiversity Change but Not Systematic Loss, Science, Volume 344 (2014) no. 6181, pp. 296-299 | DOI

[12] Drummond, A. J.; Suchard, M. A.; Xie, D.; Rambaut, A. Bayesian Phylogenetics with BEAUti and the BEAST 1.7, Molecular Biology and Evolution, Volume 29 (2012) no. 8, pp. 1969-1973 | DOI

[13] Duckworth, G. D.; Altwegg, R. Effectiveness of protected areas for bird conservation depends on guild, Diversity and Distributions, Volume 24 (2018) no. 8, pp. 1083-1091 | DOI

[14] Dudley, N. Guidelines for applying protected area management categories, Gland, Switzerland: International Union for Conservation of Nature, 2008 | DOI

[15] ESA Climate Change Initiative - Land cover project map v2.0.7. http://maps.elie.ucl.ac.be/CCI/viewer/index.php, (2015)

[16] Ewers, R. M.; Rodrigues, A. S. Estimates of reserve effectiveness are confounded by leakage, Trends in Ecology & Evolution, Volume 23 (2008) no. 3, pp. 113-116 | DOI

[17] Foley, J. A.; DeFries, R.; Asner, G. P.; Barford, C.; Bonan, G.; Carpenter, S. R.; Chapin, F. S.; Coe, M. T.; Daily, G. C.; Gibbs, H. K.; Helkowski, J. H.; Holloway, T.; Howard, E. A.; Kucharik, C. J.; Monfreda, C.; Patz, J. A.; Prentice, I. C.; Ramankutty, N.; Snyder, P. K. Global Consequences of Land Use, Science, Volume 309 (2005) no. 5734, pp. 570-574 | DOI

[18] Gamero, A.; Brotons, L.; Brunner, A.; Foppen, R.; Fornasari, L.; Gregory, R. D.; Herrando, S.; Hořák, D.; Jiguet, F.; Kmecl, P.; Lehikoinen, A.; Lindström, Å.; Paquet, J.; Reif, J.; Sirkiä, P. M.; Škorpilová, J.; Strien, A.; Szép, T.; Telenský, T.; Teufelbauer, N.; Trautmann, S.; Turnhout, C. A.; Vermouzek, Z.; Vikstrøm, T.; Voříšek, P. Tracking Progress Toward EU Biodiversity Strategy Targets: EU Policy Effects in Preserving its Common Farmland Birds, Conservation Letters, Volume 10 (2017) no. 4, pp. 395-402 | DOI

[19] Geldmann, J.; Barnes, M.; Coad, L.; Craigie, I. D.; Hockings, M.; Burgess, N. D. Effectiveness of terrestrial protected areas in reducing habitat loss and population declines, Biological Conservation, Volume 161 (2013), pp. 230-238 | DOI

[20] Gray, C. L.; Hill, S. L. L.; Newbold, T.; Hudson, L. N.; Börger, L.; Contu, S.; Hoskins, A. J.; Ferrier, S.; Purvis, A.; Scharlemann, J. P. W. Local biodiversity is higher inside than outside terrestrial protected areas worldwide, Nature Communications, Volume 7 (2016) no. 1 | DOI

[21] Hiley, J. R.; Bradbury, R. B.; Thomas, C. D. Impacts of habitat change and protected areas on alpha and beta diversity of Mexican birds, Diversity and Distributions, Volume 22 (2016) no. 12, pp. 1245-1254 | DOI

[22] IUCN IUCN Red List of threatened species. Version 2018.1. http://iucnredlist.org, (2018)

[23] Ives, A. R.; Garland, T. Phylogenetic Logistic Regression for Binary Dependent Variables, Systematic Biology, Volume 59 (2010) no. 1, pp. 9-26 | DOI

[24] Jetz, W.; Thomas, G. H.; Joy, J. B.; Hartmann, K.; Mooers, A. O. The global diversity of birds in space and time, Nature, Volume 491 (2012) no. 7424, pp. 444-448 | DOI

[25] Joppa, L. N.; Pfaff, A. High and Far: Biases in the Location of Protected Areas, PLoS ONE, Volume 4 (2009) no. 12 | DOI

[26] Kendall, W. L.; Peterjohn, B. G.; Sauer, J. R. First-Time Observer Effects in the North American Breeding Bird Survey, The Auk, Volume 113 (1996) no. 4, pp. 823-829 | DOI

[27] Kerbiriou, C.; Azam, C.; Touroult, J.; Marmet, J.; Julien, J.-F.; Pellissier, V. Common bats are more abundant within Natura 2000 areas, Biological Conservation, Volume 217 (2018), pp. 66-74 | DOI

[28] Lee, T. M.; Sodhi, N. S.; Prawiradilaga, D. M. The importance of protected areas for the forest and endemic avifauna of Sulawesi (Indonesia), Ecological Applications, Volume 17 (2007) no. 6, pp. 1727-1741 | DOI

[29] Leverington, F.; Costa, K. L.; Pavese, H.; Lisle, A.; Hockings, M. A Global Analysis of Protected Area Management Effectiveness, Environmental Management, Volume 46 (2010) no. 5, pp. 685-698 | DOI

[30] McCarthy, J. L.; McCarthy, K. P.; Fuller, T. K.; McCarthy, T. M. Assessing Variation in Wildlife Biodiversity in the Tien Shan Mountains of Kyrgyzstan Using Ancillary Camera-trap Photos, Mountain Research and Development, Volume 30 (2010) no. 3, pp. 295-301 | DOI

[31] McRae, L.; Freeman, R.; Marconi, V. The Living Planet index In: Living Planet Report 2016: Risk and resilience in a new era (ed. Oerlemans N.) (2016)

[32] Naidoo, R. Species richness and community composition of songbirds in a tropical forest-agricultural landscape, Animal Conservation, Volume 7 (2004) no. 1, pp. 93-105 | DOI

[33] NASA Net Primary Productivity (Terra/Modis) NASA Earth Observations (monthly data 2004-2015). [downloaded 08.03.2017] https://neo.sci.gsfc.nasa.gov/view.php?datasetId=MOD17A2_M_PSN, (2017)

[34] National Geophysical Data Center Global Land One-kilometer Base Elevation (GLOBE), version 1. https://www.ngdc.noaa.gov/mgg/topo/gltiles.html, (1999)

[35] Nelson, A.; Chomitz, K. Protected area effectiveness in reducing tropical deforestation (Washington DC, USA: Independent Evaluation Group, The World Bank), (2009)

[36] Pacifici, K.; Simons, T. R.; Pollock, K. H. Effects of vegetation and background noise on the detection process in auditory avian point-count surveys, The Auk, Volume 125 (2008) no. 3, pp. 600-607 | DOI

[37] Pardieck, K.; Ziolkowski, D.; Lutmerding, M.; Campbell, K.; Hudson, M.-A. North American Breeding Bird Survey Dataset 1966 - 2016, version 2016.0. U.S. Geological Survey, Patuxent Wildlife Research Center, (2017) | DOI

[38] Pellissier, V.; Touroult, J.; Julliard, R.; Siblet, J. P.; Jiguet, F. Assessing the Natura 2000 network with a common breeding birds survey, Animal Conservation, Volume 16 (2013) no. 5, pp. 566-574 | DOI

[39] QGIS Development Team QGIS Geographic Information System. Open Source Geospatial Foundation Project. http://qgis.osgeo.org, (2017)

[40] Rodrigues, A. S. L.; Andelman, S. J.; Bakarr, M. I.; Boitani, L.; Brooks, T. M.; Cowling, R. M.; Fishpool, L. D. C.; da Fonseca, G. A. B.; Gaston, K. J.; Hoffmann, M.; Long, J. S.; Marquet, P. A.; Pilgrim, J. D.; Pressey, R. L.; Schipper, J.; Sechrest, W.; Stuart, S. N.; Underhill, L. G.; Waller, R. W.; Watts, M. E. J.; Yan, X. Effectiveness of the global protected area network in representing species diversity, Nature, Volume 428 (2004) no. 6983, pp. 640-643 | DOI

[41] Roxburgh, S. H.; Shea, K.; Wilson, J. B. The intermediate disturbance hypothesis: patch dynamics and mechanisms of species coexistence, Ecology, Volume 85 (2004) no. 2, pp. 359-371 | DOI

[42] Sauer, J.; Niven, D.; Hines, J.; Ziolkowski, D.; Pardieck, K.; Fallon, J.; Link, W. The North American breeding bird survey, results and analysis 1966-2015. Version 2.07.2017 (Laurel, MD: USGS Patuxent Wildlife Research Center), (2017)

[43] Sinclair, A. R. E.; Mduma, S. A. R.; Arcese, P. Protected areas as biodiversity benchmarks for human impact: agriculture and the Serengeti avifauna, Proceedings of the Royal Society of London. Series B: Biological Sciences, Volume 269 (2002) no. 1508, pp. 2401-2405 | DOI

[44] Small, M. F.; Veech, J. A.; Jensen, J. L. R. Local landscape composition and configuration around North American Breeding Bird Survey routes, Ecology, Volume 93 (2012) no. 10, p. 2298-2298 | DOI

[45] Supp, S. R.; Ernest, S. K. M. Species-level and community-level responses to disturbance: a cross-community analysis, Ecology, Volume 95 (2014) no. 7, pp. 1717-1723 | DOI

[46] Tung Ho, L. s.; Ané, C. A Linear-Time Algorithm for Gaussian and Non-Gaussian Trait Evolution Models, Systematic Biology, Volume 63 (2014) no. 3, pp. 397-408 | DOI

[47] UNEP-WCMC, a. I. Protected Planet: [WDPA-shapefile-polygons; The World Database on Protected Areas (WDPA)/The Global Database on Protected Areas Management Effectiveness (GD-PAME)] [On-line, downloaded 02/10/2018], Cambridge, UK. www.protectedplanet.net, (2018)

[48] UNEP-WCMC, a. I. Calculating protected area coverage, [On-line, consulted 06/02/2019], www.protectedplanet.net/c/calculating-protected-area-coverage, (2019)

[49] UNEP-WCMC and IUCN Protected Planet Report (Cambridge UK and Gland, Switzerland: UNEP-WCMC and IUCN), (2016)

[50] Venter, O.; Sanderson, E. W.; Magrach, A.; Allan, J. R.; Beher, J.; Jones, K. R.; Possingham, H. P.; Laurance, W. F.; Wood, P.; Fekete, B. M.; Levy, M. A.; Watson, J. E. Global terrestrial Human Footprint maps for 1993 and 2009, Scientific Data, Volume 3 (2016) no. 1 | DOI

[51] Vié, J.-C.; Hilton-Taylor, C.; Stuart, S. Wildlife in a changing world: an analysis of the 2008 IUCN red list of threatened species (Gland, Switzerland: Barcelona, Spain: IUCN; Lynx Edicions), (2009)

[52] Wasiolka, B.; Blaum, N. Comparing biodiversity between protected savanna and adjacent non-protected farmland in the southern Kalahari, Journal of Arid Environments, Volume 75 (2011) no. 9, pp. 836-841 | DOI

[53] Wunderle, J. M.; Henriques, L. M. P.; Willig, M. R. Short-Term Responses of Birds to Forest Gaps and Understory: An Assessment of Reduced-Impact Logging in a Lowland Amazon Forest1, Biotropica, Volume 38 (2006) no. 2, pp. 235-255 | DOI

Cited by Sources: