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Patch size and shape influence the accuracy of mapping small habitat patches with a global positioning system

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Abstract

Global positioning systems (GPS) are increasingly being used for habitat mapping because they provide spatially referenced data that can be used to characterize habitat structure across the landscape and document habitat change over time. We evaluated the accuracy of using a GPS for determining the size and location of habitat patches in a riverine environment. We simulated error attributable to a mapping-grade GPS receiver capable of achieving sub-meter accuracy onto discrete macrophyte bed and wood habitat patches (2 to 177 m2) that were digitized from an aerial photograph of the Laramie River, Wyoming, USA in a way that emulated field mapping. Patches with simulated error were compared to the original digitized patches. The accuracy in measuring habitat patches was affected most by patch size and less by patch shape and complexity. Perimeter length was consistently overestimated but was less biased for large, elongate patches with complex shapes. Patch area was slightly overestimated for small patches but was unbiased for large patches. Precision of area estimates was highest for large (>100 m2), elongate patches. Percent spatial overlap, a measure of the spatial accuracy of patch location, was low and variable for the smallest patches (2 to 5 m2). Mean percent spatial overlap was not related to patch shape but the precision of overlap was lower for small, elongate, and complex patches. Mapping habitat patches with a mapping-grade GPS can yield useful data, but research objectives will determine the acceptable amount of error and the smallest habitats that can be reliably measured.

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References

  • Allen, C. D. (1994). Ecological perspective: Linking ecology, GIS, and remote sensing to ecosystem management. In V. A. Sample (Ed.), Remote sensing and GIS in ecosystem management (pp. 111–139). Washington: Island.

    Google Scholar 

  • Angermeier, P. L., & Schlosser, I. J. (1989). Species-area relationships for stream fishes. Ecology, 70, 1450–1462.

    Article  Google Scholar 

  • August, P., Michaud, J., Labash, C., & Smith, C. (1994). GPS for environmental applications: Accuracy and precision of location data. Photogrammetric Engineering and Remote Sensing, 60, 41–45.

    Google Scholar 

  • Baden, S., Gullstrëm, M., Lundén, B., Pihl, L., & Rosenberg, R. (2003). Vanishing seagrass (Zostera marina, L.) in Swedish coastal waters. Ambio, 32, 374–377.

    Google Scholar 

  • Bain, M. B., & Stevenson, N. J. (1999). Aquatic habitat assessment: Common methods. Bethesda: American Fisheries Society.

    Google Scholar 

  • Bar Massada, A., Gabay, O., Perevolotsky, A., & Carmel, Y. (2008). Quantifying the effect of grazing and shrub-clearing on small scale spatial pattern of vegetation. Landscape Ecology, 23, 327–339.

    Article  Google Scholar 

  • Baxter, C. V. (2002). Fish movement and assemblage dynamics in a Pacific Northwest riverscape. Ph.D. dissertation, Oregon State University, Corvallis.

  • Belica, L. A. T., & Rahel, F. J. (2008). Movements of creek chubs, Semotilus atromaculatus, among habitat patches in a plains stream. Ecology of Freshwater Fish, 17, 258–272.

    Article  Google Scholar 

  • Bolstad, P., Jenks, A., Berkin, J., Horne, K., & Reading, W. H. (2005). A comparison of autonomous, WAAS, real-time, and post-processed global positioning systems (GPS) accuracies in northern forests. Northern Journal of Applied Forestry, 22, 5–11.

    Google Scholar 

  • Braun, C. E. (2005). Techniques for wildlife investigations and management. Bethesda: The Wildlife Society.

    Google Scholar 

  • Conley, R., Cosentino, R., Hegarty, C. J., Kaplan, E. D., Leva, J. L., Uijt de Haag, M., et al. (2006). Performance of stand-alone GPS. In E. D. Kaplan & C. J. Hegarty (Eds.), Understanding GPS: Principles and applications (pp. 301–378). Norwood: Artech House.

    Google Scholar 

  • Cosentino, R. J., Diggle, D. W., Uijt de Haag, M., Hegarty, C. J., Milbert, D., & Nagle, J. (2006). Differential GPS. In E. D. Kaplan & C. J. Hegarty (Eds.), Understanding GPS: Principles and applications (pp. 379–458). Norwood: Artech House.

    Google Scholar 

  • Dauwalter, D. C., & Fisher, W. L. (2008). Spatial and temporal patterns in stream habitat and smallmouth bass populations in eastern Oklahoma. Transactions of the American Fisheries Society, 137, 1072–1088.

    Article  Google Scholar 

  • Dauwalter, D. C., Fisher, W. L., & Belt, K. C. (2006). Mapping stream habitats with a global positioning system: Accuracy, precision, and comparison with traditional methods. Environmental Management, 37, 271–280.

    Article  Google Scholar 

  • Deckert, C., & Bolstad, P. V. (1996). Forest canopy, terrain, and distance effects on global positioning system point accuracy. Photogrammetric Engineering and Remote Sensing, 62, 317–321.

    Google Scholar 

  • Fisher, W. L. (2004). Future of geographic information systems in fisheries. In W. L. Fisher & F. J. Rahel (Eds.), Geographic information systems in fisheries (pp. 259–266). Bethesda: American Fisheries Society.

    Google Scholar 

  • Gallagher, A. S. (1999a). Drainage basins. In M. B. Bain & N. J. Stevenson (Eds.), Aquatic habitat assessment: Common methods (pp. 25–34). Bethesda: American Fisheries Society.

    Google Scholar 

  • Gallagher, A. S. (1999b). Lake morphology. In M. B. Bain & N. J. Stevenson (Eds.), Aquatic habitat assessment: Common methods (pp. 165–173). Bethesda: American Fisheries Society.

    Google Scholar 

  • Gerow, K. G. (2007). Power and sample size estimation techniques for fisheries management: assessment and a new computational tool. North American Journal of Fisheries Management, 27, 397–404.

    Article  Google Scholar 

  • Gleason, H. A. (1922). On the relation between species and area. Ecology, 3, 158–162.

    Article  Google Scholar 

  • Hilderbrand, R. H., Lemly, A. D., & Dolloff, C. A. (1999). Habitat sequencing and the importance of discharge in inferences. North American Journal of Fisheries Management, 19, 198–202.

    Article  Google Scholar 

  • Hirst, J. A., & Attrill, M. J. (2008). Small is beautiful: An inverted view of habitat fragmentation in seagrass beds. Estuarine Coastal and Shelf Science, 78, 811–818.

    Article  Google Scholar 

  • Hulbert, I. A. R., & French, J. (2001). The accuracy of GPS for wildlife telemetry and habitat mapping. Journal of Applied Ecology, 38, 869–878.

    Article  Google Scholar 

  • Jeffrey, J. D., & Edds, D. R. (1997). A global positioning system for aquatic surveys. Fisheries, 22(12), 16–20.

    Article  Google Scholar 

  • Johnson, C. E., & Barton, C. C. (2004). Where in the world are my field plots? Using GPS effectively in environmental field studies. Frontiers in Ecology and the Environment, 2, 475–482.

    Article  Google Scholar 

  • Knutson, M. G., Sauer, J. R., Olsen, D. A., Mossman, M. J., Hemesath, L. M., & Lannoo, M. J. (1999). Effects of landscape composition and wetland fragmentation on frog and toad abundance and species richness in Iowa and Wisconsin, USA. Conservation Biology, 13, 1437–1446.

    Article  Google Scholar 

  • Kocik, J. F., & Ferreri, C. P. (1998). Juvenile production variation in salmonids: population dynamics, habitat, and the role of spatial relationships. Canadian Journal of Fisheries and Aquatic Sciences, 55, 191–200.

    Article  Google Scholar 

  • Krauss, J., Steffan-Dewenter, I., Muller, C. B., & Tscharntke, T. (2005). Relative importance of resource quantity, isolation and habitat quality for landscape distribution of a monophagous butterfly. Ecography, 28, 465–474.

    Article  Google Scholar 

  • Le Pichon, C., Gorges, G., Boët, P., Baudry, J., Goreaud, F., & Faure, T. (2006). A spatially explicit resource-based approach for managing stream fishes in riverscapes. Environmental Management, 37, 322–335.

    Article  Google Scholar 

  • Le Pichon, C., Gorges, G., Baudry, J., Goreaud, F., & Boët, P. (2009). Spatial metrics and methods for riverscapes: Quantifying variability in riverine fish habitat patterns. Environmetrics, 20, 512–526.

    Article  Google Scholar 

  • Leung, Y., Jiang-Hong, M., & Goodchild, M. F. (2004). A general framework for error analysis in measurement-based GIS Part 4: Error analysis in length and area measurements. Journal of Geographical Systems, 6, 403–428.

    Article  Google Scholar 

  • Leva, J. L., Uijt de Haag, M., & Van Dyke, K. (1996). Performance of standalone GPS. In E. D. Kaplan (Ed.), Understanding GPS: Principles and applications (pp. 237–320). Boston: Artech House.

    Google Scholar 

  • Linke, J., Franklin, S. E., Huettmann, F., & Stenhouse, G. B. (2005). Seismic cutlines, changing landscape metrics and grizzly bear landscape use in Alberta. Landscape Ecology, 20, 811–826.

    Article  Google Scholar 

  • Liu, C. J. (2002). Effects of selective availability on GPS positioning accuracy. Southern Journal of Applied Forestry, 26, 140–145.

    Google Scholar 

  • MacArthur, R. H., & Wilson, E. O. (1967). The theory of island biogeography. Princeton: Princeton University Press.

    Google Scholar 

  • Mandelbrot, B. (1967). How long is the coast of Britain? Statistical self-similarity and fractional dimension. Science, 156, 636–638.

    Article  CAS  Google Scholar 

  • Matter, S. F. (2006). Changes in landscape structure decrease mortality during migration. Oecologia, 150, 8–16.

    Article  Google Scholar 

  • Naesset, E., & Jonmeister, T. (2002). Assessing point accuracy of DGPS under forest canopy before data acquisition, in the field and after postprocessing. Scandinavian Journal of Forest Research, 17, 351–358.

    Article  Google Scholar 

  • O’Connor, R. R., & Rahel, F. J. (2009). A patch perspective on summer habitat use by brown trout Salmo trutta in a high plains stream in Wyoming, USA. Ecology of Freshwater Fish, 18, 473–480.

    Article  Google Scholar 

  • Olson, D., & Andow, D. (2008). Patch edges and insect populations. Oecologia, 155, 549–558.

    Article  CAS  Google Scholar 

  • Palmer, M. W., & White, P. S. (1994). Scale dependence and the species-area relationship. American Naturalist, 144, 717–740.

    Article  Google Scholar 

  • Remshardt, W. J., & Fisher, W. L. (2009). Effects of variation in streamflow and channel structure on smallmouth bass habitat in an alluvial stream. River Research and Applications, 25, 661–674.

    Article  Google Scholar 

  • Ries, L., Fletcher, R. J., Battin, J., & Sisk, T. D. (2004). Ecological responses to habitat edges: Mechanisms, models, and variability explained. Annual Review of Ecology, Evolution, and Systematics, 35, 491–522.

    Article  Google Scholar 

  • Samama, N. (2008). Global positioning: Technologies and performance. Hoboken: Wiley.

    Book  Google Scholar 

  • Schilling, K. E., & Wolter, C. F. (2000). Application of GPS and GIS to map channel features in Walnut Creek, Iowa. Journal of the American Water Resources Association, 36, 1423–1434.

    Article  Google Scholar 

  • Schlosser, I. J., & Angermeier, P. L. (1995). Spatial variation in demographic processes of lotic fishes: conceptual models, empirical evidence, and implications for conservation. In J. L. Nielsen (Ed.), Evolution and the aquatic ecosystem: Defining unique units in population conservation (pp. 392–401). Bethesda: American Fisheries Society. Symposium 17.

    Google Scholar 

  • Sigrist, P., Coppin, P., & Hermy, M. (1999). Impact of forest canopy on quality and accuracy of GPS. International Journal of Remote Sensing, 20, 3595–3610.

    Article  Google Scholar 

  • Smith, G. F., & Greenhawk, K. N. (1998). Shellfish benthic habitat assessment in the Chesapeake Bay: progress toward integrated technologies for mapping and analysis. Journal of Shellfish Research, 17, 1433–1437.

    Google Scholar 

  • Swihart, R. K., Atwood, T. C., Goheen, J. R., Scheiman, D. M., Munroe, K. E., & Gehring, T. M. (2003). Patch occupancy of North American mammals: Is patchiness in the eye of the beholder? Journal of Biogeography, 30, 1259–1279.

    Article  Google Scholar 

  • Torgersen, C. E., Gresswell, R. E., & Bateman, D. S. (2004). Pattern detection in stream networks: Quantifying spatial variability in fish distribution. In T. Nishida, P. J. Kailola, & C. E. Hollingworth (Eds.), GIS/Spatial analyses in fishery and aquatic sciences (Vol. 2, pp. 405–420). Saitama: Fishery and Aquatic GIS Research Group.

    Google Scholar 

  • Trimble Navigation Limited (1997). Characterizing accuracy of Trimble Pathfinder mapping receivers. Westminster: Trimble Navigation Limited. Document 101 Commercial Systems Group, Surveying and Mapping Systems.

  • Trimble Navigation Limited (2005). Datasheet: GPS Pathfinder Pro XRS reciever. Westminster: Trimble Navigation Limited.

    Google Scholar 

  • Valley, R. D., Drake, M. T., & Anderson, C. S. (2005). Evaluation of alternative interpolation techniques for the mapping of remotely-sensed submersed vegetation abundance. Aquatic Botany, 81, 13–25.

    Article  Google Scholar 

  • Visscher, D. R. (2006). GPS measurement error and resource selection functions in a fragmented landscape. Ecography, 29, 458–464.

    Article  Google Scholar 

  • Webster, T. M., & Cardina, J. (1997). Accuracy of a global positioning system (GPS) for weed mapping. Weed Technology, 11, 782–786.

    Google Scholar 

  • Wiens, J. A. (2002). Riverine landscapes: Taking landscape ecology into the water. Freshwater Biology, 47, 501–515.

    Article  Google Scholar 

  • Wing, M. G., & Eklund, A. (2007). Performance comparison of a low-cost mapping grade global positioning systems (GPS) receiver and consumer grade GPS receiver under dense forest canopy. Journal of Forestry, 105, 9–14.

    Google Scholar 

  • Wing, M. G., & Karsky, R. (2006). Standard and real-time accuracy and reliability of a mapping-grade GPS in a coniferous western Oregon forest. Western Journal of Applied Forestry, 21, 222–227.

    Google Scholar 

  • Wing, M. G., Eklund, A., & Kellogg, L. D. (2005). Consumer-grade global positioning system (GPS) accuracy and reliability. Journal of Forestry, 103, 169–173.

    Google Scholar 

  • Wing, M. G., Eklund, A., Sessions, J., & Karsky, R. (2008). Horizontal measurement performance of five mapping-grade global positioning system receiver configurations in several forested settings. Western Journal of Applied Forestry, 23, 166–171.

    Google Scholar 

  • Wyoming Gap Analysis (1996). Land cover for Wyoming, metadata. Laramie: Spatial Data and Visualization Center.

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Correspondence to Daniel C. Dauwalter.

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Dauwalter, D.C., Rahel, F.J. Patch size and shape influence the accuracy of mapping small habitat patches with a global positioning system. Environ Monit Assess 179, 123–135 (2011). https://doi.org/10.1007/s10661-010-1723-x

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