Abstract
Context
Species-area relationship models are useful in conservation planning; however these models could be strengthened with the addition of a latitudinal factor.
Objectives
We built latitude-enhanced species-area relationship models to predict species richness for a variety of common taxa in the eastern United States at local to regional scales.
Methods
We used data from complete surveys of East Coast parks in the United States to build latitude-enhanced species-area relationship models for amphibians, birds, freshwater fish, mammals, marine fish, plants, and reptiles. We used data from the published literature and United States Fish and Wildlife Refuges to independently test the accuracy of the models. We demonstrated the utility of all modeled taxa within selected East Coast Protected Areas of the United States.
Results
Our models explained 35–91% of the variation in surveyed species richness, with marine fish, freshwater fish and reptile models exhibiting the strongest relationships (pseudo-R2 = 0.91, 0.66, and 0.70, respectively). Latitude had the strongest influence in the amphibian model. During accuracy testing, all taxa exhibited significant agreement between observed and predicted species richness and explained 75–97% of the variation. Our demonstration showed that for two similarly sized US Protected Areas, the parcel l.25° lower in latitude would likely have one more bird species, four more plant species, and an additional amphibian species.
Conclusions
The latitude term added value to the species-area relationship models for most taxa and proved useful for conservation and urban planning in local to regional sized areas of the East Coast of the United States.
Similar content being viewed by others
References
Adler PB, White EP, Lauenroth WK, Kaufman DM, Rassweiler A, Rusak JA (2005) Evidence for a general species–time–area relationship. Ecology 86(8):2032–2039
Allen AP, Brown JH, Gillooly JF (2002) Global biodiversity, biochemical kinetics, and the energetic equivalence rule. Science 297:1545–1548
Anderson MG, Ferree CE (2010) Conserving the stage: climate change and the geophysical underpinnings of species diversity. PLoS ONE 5(7):e11554
Andrew NR, Hughes L (2004) Species diversity and structure of phytophagous beetle assemblages along a latitudinal gradient: predicting the potential impacts of climate change. Ecol Entomol 29(5):527–542
Arita HT, Rodríguez P (2002) Geographic range, turnover rate and the scaling of species diversity. Ecography 25(5):541–550
Barbour CD, Brown JH (1974) Fish species diversity in lakes. Am Nat 108:473–489
Beier P, Sutcliffe P, Hjort J, Faith DP, Pressey RL, Albuquerque F (2015) A review of selection-based tests of abiotic surrogates for species representation. Conserv Biol 29(3):668–679
Branch SA (1985) National estuarine inventory data atlas, vol 1. Physical and hydrologic characteristics. Ocean Assessments Division, National Ocean Service, National Oceanic and Atmospheric Administration, Rockville, p 103
Cain SA (1938) The species-area curve. Am Midl Nat 19:573–581
Case TJ (1975) Species numbers, density compensation, and colonizing ability of lizards on islands in the Gulf of California. Ecology 56(1):3–18
Chape S, Harrison J, Spalding M, Lysenko I (2005) Measuring the extent and effectiveness of protected areas as an indicator for meeting global biodiversity targets. Philos Trans R Soc Lond B 360(1454):443–455
Connor EF, McCoy ED (1979) The statistics and biology of the species-area relationship. Am Nat 113(6):791–833
Cramer W, Bondeau A, Woodward FI, Prentice IC, Betts RA, Brovkin V, Cox PM, Fisher V, Foley JA, Friend AD, Kucharik C (2001) Global response of terrestrial ecosystem structure and function to CO2 and climate change: results from six dynamic global vegetation models. Glob Change Biol 7(4):357–373
Currie DJ (1991) Energy and large-scale patterns of animal-and plant-species richness. Am Nat 137(1):27–49
De Camargo RX, Currie DJ (2015) An empirical investigation of why species–area relationships overestimate species losses. Ecology 96(5):1253–1263
Drakare S, Lennon JJ, Hillebrand H (2006) The imprint of the geographical, evolutionary and ecological context on species–area relationships. Ecol Lett 9(2):215–227
Estuarine Living Marine Resources Database (2016) http://www8.nos.noaa.gov/biogeo_public/elmr.aspx. Accessed 7 July 2016
Fattorini S, Mantoni C, De Simoni L, Galassi DM (2018) Island biogeography of insect conservation in urban green spaces. Environ Conserv 45(1):1–10
Fei S, Desprez JM, Potter KM, Jo I, Knott JA, Oswalt CM (2017) Divergence of species responses to climate change. Sci Adv 3(5):e1603055
Field R, Hawkins BA, Cornell HV, Currie DJ, Diniz-Filho JAF, Guégan JF, Kaufman DM, Kerr JT, Mittelbach GG, Oberdorff T, O’Brien EM (2009) Spatial species-richness gradients across scales: a meta-analysis. J Biogeogr 36(1):132–147
Fischer AG (1960) Latitudinal variations in organic diversity. Evolution 14(1):64–81
Fridley JD, Peet RK, Van der Maarel E, Willems JH (2006) Integration of local and regional species-area relationships from space-time species accumulation. Am Nat 168(2):133–143
Gaston KJ (2007) Latitudinal gradient in species richness. Curr Biol 17(15):R574
Gleason HA (1922) On the relation between species and area. Ecology 3(2):158–162
Gordon A, Simondson D, White M, Moilanen A, Bekessy SA (2009) Integrating conservation planning and landuse planning in urban landscapes. Landsc Urban Plan 91(4):183–194
Gotelli NJ (1995) A primer of ecology. Sinauer Associates, Sunderland
Haffer J (1969) Speciation in Amazonian forest birds. Science 165:131–147
Harte J, Kinzig AP (1997) On the implications of species-area relationships for endemism, spatial turnover, and food web patterns. Oikos 80:417–427
Hester RT (2006) Design for ecological democracy. MIT Press, Cambridge
Hill JL, Curran PJ, Foody GM (1994) The effect of sampling on the species-area curve. Glob Ecol Biogeogr Lett 4:97–106
Hillebrand H (2004) On the generality of the latitudinal diversity gradient. Am Nat 163(2):192–211
Hurlbert AH, Jetz W (2010) More than “more individuals”: the nonequivalence of area and energy in the scaling of species richness. Am Nat 176(2):E50–E65
Huyck Preserve (2015) https://www.huyckpreserve.org/visit-us.html. Accessed 21 July 2015
Integrated Resource Management Applications (2015) National Park Service IRMA Portal. https://irma.nps.gov. Accessed 15 Dec 2015
Jury SH, Field JD, Stone SL, Nelson DM, Monaco ME (1994) Distribution and abundance of fishes and invertebrates in North Atlantic estuaries. ELMR Rep. No. 13. NOAA/NOS Strategic Environmental Assessments Division, Silver Spring, MD
Kaufman DM, Willig MR (1998) Latitudinal patterns of mammalian species richness in the New World: the effects of sampling method and faunal group. J Biogeogr 25(4):795–805
Kilburn PD (1966) Analysis of the species-area relation. Ecology 47(5):831–843
King RB, Oldham MJ, Weller WF, Wynn D (1997) Historic and current amphibian and reptile distributions in the island region of western Lake Erie. Am Midl Nat 138:153–173
Kiviat E, MacDonald K (2004) Biodiversity patterns and conservation in the Hackensack Meadowlands, New Jersey. Urban Habitats 2(1):28–61
Kozak KH, Wiens JJ (2007) Climatic zonation drives latitudinal variation in speciation mechanisms. Proc R Soc Lond B 274(1628):2995–3003
Lawler JJ, Ackerly DD, Albano CM, Anderson MG, Dobrowski SZ, Gill JL, Heller NE, Pressey RL, Sanderson EW, Weiss SB (2015) The theory behind, and the challenges of, conserving nature’s stage in a time of rapid change. Conserv Biol 29(3):618–629
Lomolino MV (2000) Ecology’s most general, yet protean pattern: the species-area relationship. J Biogeogr 27(1):17–26
Lomolino MV (2001) The species-area relationship: new challenges for an old pattern. Prog Phys Geogr 25(1):1–21
Lyons SK, Willig MR (2002) Species richness, latitude, and scale-sensitivity. Ecology 83(1):47–58
Margules CR, Pressey RL (2000) Systematic conservation planning. Nature 405(6783):243
Miller JR, Hobbs RJ (2002) Conservation where people live and work. Conserv Biol 16(2):330–337
Mittelbach GG, Schemske DW, Cornell HV, Allen AP, Brown JM, Bush MB, Harrison SP, Hurlbert AH, Knowlton N, Lessios HA, McCain CM (2007) Evolution and the latitudinal diversity gradient: speciation, extinction and biogeography. Ecol Lett 10(4):315–331
Myers N, Mittermeier RA, Mittermeier CG, Da Fonseca GA, Kent J (2000) Biodiversity hotspots for conservation priorities. Nature 403(6772):853
North Carolina Division of Parks (2015) http://www.dpr.ncparks.gov/nrid/public.php. Accessed 21 July 2015
Oberdorff T, Tedesco PA, Hugueny B, Leprieur F, Beauchard O, Brosse S, Dürr HH (2011) Global and regional patterns in riverine fish species richness: a review. Int J Ecol. https://doi.org/10.1155/2011/967631
Ormond RFG, Roberts CM (1997) Biodiversity of coral reef fishes. In: Ormond RFG, Gage JD, Angel MV (eds) Marine biodiversity: patterns and processes. Cambridge University Press, Cambridge, pp 216–257
Palmer MW (1990) The estimation of species richness by extrapolation. Ecology 71(3):1195–1198
Palmer MW, White PS (1994) Scale dependence and the species-area relationship. Am Nat 144(5):717–740
Pianka ER (1966) Latitudinal gradients in species diversity: a review of concepts. Am Nat 100(910):33–46
Pimm SL, Lawton JH, Cohen JE (1991) Food web patterns and their consequences. Nature 350(6320):669
Qian H, Fridley JD, Palmer MW (2007) The latitudinal gradient of species-area relationships for vascular plants of North America. Am Nat 170(5):690–701
Rabosky DL, Huang H (2015) Minimal effects of latitude on present-day speciation rates in New World birds. Proc R Soc B 282(1809):20142889
Rahbek C (1997) The relationship among area, elevation, and regional species richness in neotropical birds. Am Nat 149(5):875–902
Riebesell JF (1982) Arctic-alpine plants on mountaintops: agreement with island biogeography theory. Am Nat 119(5):657–674
Rohde K (1992) Latitudinal gradients in species diversity: the search for the primary cause. Oikos 65:514–527
Rosenzweig ML (1995) Species diversity in space and time. Cambridge University Press, Cambridge
Sanderson EW (2013) Mannahatta: a natural history of New York City. Abrams, New York
Sanderson EW, Huron A (2011) Conservation in the city. Conserv Biol 25(3):421–423
Sanderson EW, Orton P, Fischbach J, Knopman D, Roberts H, Solecki WD, Fitzpatrick J, Wilson R (2016) Computational modelling of the Jamaica Bay system. In: Sanderson EW, Solecki WD, Waldman JR, Parris AS (eds) Prospects for resilience: insights from New York City’s Jamaica Bay. Island Press, Washington, D.C
Schemske DW (2009) Biotic interactions and speciation in the tropics. In: Butlin R, Bridle J, Schluter D (eds) Speciation and patterns of diversity. Cambridge University Press, Cambridge
Scott JM, Davis F, Csuti B, Noss R, Butterfield B, Groves C, Anderson H, Caicco S, D’Erchia F, Edwards Jr TC, Ulliman J (1993) Gap analysis: a geographic approach to protection of biological diversity. Wildlife Monographs, pp 3–41
Šizling AL, Šizlingová E, Tjørve E, Tjørve KM, Kunin WE (2017) How to allow SAR collapse across local and continental scales: a resolution of the controversy between Storch et al. (2012) and Lazarina et al. (2013). Ecography 40(8):971–981
Smith BT, McCormack JE, Cuervo AM, Hickerson MJ, Aleixo A, Cadena CD, Pérez-Emán J, Burney CW, Xie X, Harvey MG, Faircloth BC (2014) The drivers of tropical speciation. Nature 515(7527):406
Snodgrass JW, Komoroski MJ, Bryan AL, Burger J (2000) Relationships among isolated wetland size, hydroperiod, and amphibian species richness: implications for wetland regulations. Conserv Biol 14(2):414–419
Solymos P, Lele SR (2012) Global pattern and local variation in species–area relationships. Glob Ecol Biogeogr 21(2):109–120
Stillwater Township. 2015. http://www.stillwatertownshipnj.com/uploads/StillwaterBrochure-FINAL_9.20.2012.pdf. Accessed 21 July 2015
Stonybrook-Millstone Watershed Association. 2015. http://thewatershed.org/resource-center/reports-and-materials/conservation/. Accessed 21 July 2015
Symes WS, Rao M, Mascia MB, Carrasco LR (2016) Why do we lose protected areas? Factors influencing protected area downgrading, downsizing and degazettement in the tropics and subtropics. Glob Change Biol 22(2):656–665
United Nations Environment Programme-World Conservation Monitoring Centre (UNEP-WCMC) (2002) Protected Areas Database v5.0. UNEP-WCMC, Cambridge, United Kingdom
United States Bureau of the Census (2000) Statistical abstract of the United States. US Government Printing Office, Washington, DC
United States Fish and Wildlife Service (2018) http://www.fws.gov/refuges. Accessed 14 Dec 2018
United States Geological Survey, Gap Analysis Program (2011) National Land Cover, Version 2
United States Geological Survey, Gap Analysis Program (2018) Protected areas database of the United States. https://gapanalysis.usgs.gov/padus/data/download/. Accessed 23 July 2018
Venter O, Fuller RA, Segan DB, Carwardine J, Brooks T, Butchart SH, Di Marco M, Iwamura T, Joseph L, O’Grady D, Possingham HP (2014) Targeting global protected area expansion for imperiled biodiversity. PLoS Biol 12(6):e1001891
Wang X, Lindsey G, Schoner JE, Harrison A (2015) Modeling bike share station activity: effects of nearby businesses and jobs on trips to and from stations. J Urban Plann Dev 142(1):04015001
Willig MR, Kaufman DM, Stevens RD (2003) Latitudinal gradients of biodiversity. Annu Rev Ecol Evol Syst 34:273–309
Yoccoz NG, Nichols JD, Boulinier T (2001) Monitoring of biological diversity in space and time. Trends Ecol Evol 16(8):446–453
Acknowledgements
This study was supported by funding from the United States Department of the Interior, National Park Service [Cooperative agreement: P14AC01473]. We would like to thank the people who helped in the collection of data for this project, namely: Jennifer Meller, Glen Kandia, and Joseph Rua. Ellen Creveling of The Nature Conservancy generously shared data for model construction and we very much appreciate her willingness to collaborate on this project. We would also like to thank Charles Yackulic for valuable statistical modeling input, Glen Kandia for editing assistance, and to the anonymous reviewers for their comments that helped to improve the presentation.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Meixler, M.S., Fisher, K. & Sanderson, E.W. Latitude-enhanced species-area relationships for conservation planning. Landscape Ecol 34, 1877–1888 (2019). https://doi.org/10.1007/s10980-019-00863-2
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10980-019-00863-2