Abstract
Assessing local population size is one of the most common tasks in biodiversity monitoring. Population size estimates are not only important for conservation management and population threat assessment; they also enter many other analyses in landscape ecology and conservation. It is therefore concerning that methods for estimating plant population sizes are not standardized. We surveyed the literature and found that the most commonly used methods are counting either all or only flowering individuals on a site, as well as counting individuals in random plots or plots on transects. Sometimes, these methods are combined in the same study, without assurance that they produce comparable results. We therefore conducted a field study, in which we obtained population size estimates from all four methods for six different calcareous grassland species at 18 study sites. Our results demonstrate not only substantial differences between overall count rates generated by the different methods, but methods that surveyed the whole population also systematically yielded lower counts when species were less visible and when the area was larger, suggesting that these methods suffer from biases that could distort species and site comparisons. We conclude that estimates from different methods should not be mixed, and that plot or transect based surveys have likely smaller biases for large areas or poorly visible individuals, and are therefore preferable.
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References
Busch V, Reisch C (2016) Population size and land use affect the genetic variation and performance of the endangered plant species Dianthus seguieri ssp glaber. Conserv Genet 17(2):425–436. https://doi.org/10.1007/s10592-015-0794-1
Fournier DA, Skaug HJ, Ancheta J, Ianelli J, Magnusson A, Maunder M, Nielsen A, Sibert J (2012) AD Model Builder: using automatic differentiation for statistical inference of highly parameterized complex nonlinear models. Optim Methods Softw 27:233–249
Hartig F (2017) DHARMa: Residual diagnostics for hierarchical (multi-level/mixed) regression models r package version 0.1.5
Hooftman DAP, van Kleunen M, Diemer M (2003) Effects of habitat fragmentation on the fitness of two common wetland species, Carex davalliana and Succisa pratensis. Oecologia (Heidelb) 134:350–359
Huck S, Michl T, Eichen C (2006) Empfehlungen für die Erfassung und Bewertung von Arten als Basis für das Monitoring nach Artikel 11 und 17 der FFH-Richtlinie in Deutschland. Berichte des Landesamtes für Umweltschutz Sachsen-Anhalt Sonderheft 2:65–97
Hutchings MJ (1991) Monitoring plant populations: census as an aid to conservation. In: Goldsmith FB (ed) Monitoring for conservation and ecology. Chapman & Hall, New York, pp 61–76
Keith DA (2000) Sampling designs, field techniques and analytical methods for systematic plant population surveys. Ecol Manag Restor 1:125–139
Leimu R, Mutikainen P, Koricheva J, Fischer M (2006) How general are positive relationships between plant population size, fitness and genetic variation. J Ecol 94:942–952
Marsh DM, Trenham PC (2008) Current trends in plant and animal population monitoring. Conserv Biol 22:647–655
Matthies D, Bräuer I, Maiboom W, Tscharntke T (2004) Population size and the risk of extinction: empirical evidence from rare plants. Oikos 105:481–488
Menges ES (2000) Population viability analyses in plants: challenges and opportunities. Trend Ecol Evol 15:51–56
Menges ES, Gordon D (1996) Three levels of monitoring intensity for rare plant species. Nat Areas J 16:227–237
Philippi T (2005) Adaptive cluster sampling for estimation of abundances within local populations of low-abundance plants. Ecology 86:1091–1100
Philippi T, Collins B, Dixon PM (2001) A multistage approach to population monitoring for rare plant populations. Natural Areas Journal 21:111–116
Skaug H, Fournier D, Bolker B, Magnusson A, Nielsen A (2016) Generalized linear mixed models using ‘AD model builder’. R package version 0.8.3.3. Accessed 19.1. 2016
Acknowledgements
We would like to thank Peter Poschlod for his support, Christina Putz, Sonja Rosenlehner, Katrin Meier, Matthias Rass and Christine Kammel for their contribution to field work, and an anonymous reviewer for useful comments that contributed to improving the initial version of this manuscript.
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Communicated by David Hawksworth.
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Reisch, C., Schmid, C. & Hartig, F. A comparison of methods for estimating plant population size. Biodivers Conserv 27, 2021–2028 (2018). https://doi.org/10.1007/s10531-018-1522-1
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DOI: https://doi.org/10.1007/s10531-018-1522-1