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Mapping Invasive Plant Distributions in the Florida Everglades Using the Digital Aerial Sketch Mapping Technique

Published online by Cambridge University Press:  20 January 2017

LeRoy Rodgers ,
Tony Pernas  and
Steven D. Hill
LeRoy Rodgers*
Affiliation:
South Florida Water Management District, 3301 Gun Club Road, West Palm Beach, Florida 33406
Tony Pernas
Affiliation:
Florida/Caribbean Exotic Plant Management Team, National Park Service, 18001 Old Cutler Rd. Suite 419, Palmetto Bay, Florida 33157
Steven D. Hill
Affiliation:
South Florida Water Management District, 3301 Gun Club Road, West Palm Beach, Florida 33406
*
Corresponding author's Email: [email protected]
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Abstract

The management of exotic, invasive plants is among the most challenging undertakings of natural resource managers, particularly in large, remote landscapes. The availability of information on the distribution and abundance of invasive plants is vital for effective strategic planning yet is often unavailable because of high costs and long procurement times. This paper presents results of a large-scale invasive plant mapping effort in the Florida Everglades utilizing digital aerial sketch mapping (DASM) and evaluates its utility for guiding management decisions. The distribution and abundance (cover) of four priority invasive plant species—Australian pine, Brazilian pepper, melaleuca, and Old World climbing fern—were mapped over 728,000 ha in the Everglades during 2010 to 2012. Brazilian peppertree was the most widely distributed and abundant species, occupying 30,379 ha. Melaleuca was also widely distributed and occupied 17,802 ha. Old World climbing fern occupied only 7,033 ha but its distribution was generally concentrated in heavy infestations in the northern Everglades. Australian pine was the least abundant of the mapped species and tended to be limited to the southeastern Everglades region. DASM proved to be a cost-effective means of obtaining region-wide distribution and abundance information for these species at broad scales (> 500 m), but detection rates and positional accuracy declined at finer scales. Both canopy type (forested vs. unforested) and distance from flight transect appear to be important factors for detection accuracy.

Keywords

Australian-pine, Casuarina equisetifolia L. ex J.R. & G. Forst.Brazilian peppertree, Schinus terebinthifolius Raddimelaleuca, Melaleuca quinquenervia (Cav.) BlakeOld World climbing fern, Lygodium microphyllum (Cav.) R. Br.Aerial surveyEverglades Cooperative Invasive Species Management Areaexotic weedinventorynonindigenous plant
Type
Research Article
Information
Invasive Plant Science and Management , Volume 7 , Issue 2 , June 2014 , pp. 360 - 374
Copyright
Copyright © Weed Science Society of America 

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References

Literature Cited

Barkley, FA (1944) Schinus L. Brittonia 5:160–198 Google Scholar
Barnett, DT, Stohlgren, TJ, Jarnevich, CS, Chong, GW, Ericson, JA, Davern, TR, Simonson, SE (2007) The art and science of weed mapping. Environ Monit Assess 132:235–252 Google Scholar
Batish, DR, Singh, HP, Kohli, RK (2001) Vegetation exclusion under Casuarina equisetifolia L.: Does allelopathy play a role? Community Ecol 2:221–231 Google Scholar
Beckner, J (1968) Lygodium microphyllum, another fern escaped in Florida. Am Fern J 58:93–94 Google Scholar
Brandt, LA, Black, DW (2001) Impacts of the introduced fern, Lygodium microphyllum, on the native vegetation of tree islands in the Arthur R. Marshall Loxahatchee National Wildlife Refuge. Fla Sci 64:191–196 Google Scholar
Carnegie, AJ, Cant, RG, Eldridge, RH (2008) Forest health surveillance in New South Wales. Australia Austral For 71:164–176 Google Scholar
Caughley, G (1977) Sampling in aerial survey. J Wildlife Manage 41:605–615 Google Scholar
Coronado-Molina, C, Nungesser, M, Mohler, W, Blaha, M, Ewe, S, Vega, J (2011) Plant ecology: tree island lygodium habitat suitability analysis. Pages 39–44 in Ollis, S, Redfield, G, eds. The 2011 South Florida Environmental Report, Volume 1, Chapter 6, South Florida Water Management District, West Palm Beach, FL Google Scholar
Cuda, JP, Ferriter, AP, Manrique, V eds. (2006) Florida's Brazilian Peppertree Management Plan: Recommendations from the Brazilian Peppertree Task Force 2nd ed. Florida Exotic Pest Plant Council, http://ipm.ifas.ufl.edu/reports/BPmanagPlan.pdf. Accessed November 4, 2012Google Scholar
Dalrymple, GH, Doren, RF, O'Hare, NK, Norland, MR, Armentano, TV (2003) Plant colonization after complete and partial removal of disturbed soils for wetland restoration of former agricultural fields in Everglades National Park. Wetlands 23:1015–1029 Google Scholar
Dewey, SA, Andersen, KA (2004) Distinct roles of surveys, inventories, and monitoring in adaptive weed management. Weed Technol 18:1449–1452 Google Scholar
Ewel, JJ (1986) Invasibility: lessons from South Florida. Pages 214–230 in Mooney, HA, Drake, JA, eds. Ecology of Biological Invasions of North America and Hawaii. New York Springer-Verlag Google Scholar
Ferriter, A, Pernas, T (2006) An explosion in slow motion: tracking the spread of Lygodium microphyllum in Florida. Wildland Weeds 9:7–9 Google Scholar
[FLEPPC] Florida Exotic Pest Plant Council (2011) 2011 List of Invasive Plant Species. http://www.fleppc.org/list/2011PlantList.pdf. Accessed October 15, 2012Google Scholar
Fuller, DO (2005) Remote detection of invasive melaleuca trees (Melaleuca quinquenervia) in South Florida with multispectral IKONOS imagery. Int J Remote Sens 26:1057–1063 Google Scholar
Gordon, DR (1998) Effects of invasive, non-indigenous plant species on ecosystem processes: lessons from Florida. Ecol Appl 8:975–989 Google Scholar
Gunderson, LH (1994) Vegetation of the Everglades: determinants of community composition. Pages 323–340 in Davis, SM, Ogden, JC, eds. Everglades: The Ecosystem and Its Restoration. Delray, FL St. Lucie Google Scholar
Hobbs, RJ, Humphries, SE (1995) An integrated approach to the ecology and management of plant invasions. Cons Bio 9:761–770 Google Scholar
Hutchinson, J, Ferriter, A, Serbesoff-King, K, Langeland, K, Rodgers, L (2006) Old World Climbing Fern (Lygodium microphyllum) Management Plan for Florida. http://www.fleppc.org/Manage_Plans/Lygo_micro_plan.pdf. Accessed April 17, 2013Google Scholar
Jachmann, H (2002) Comparison of aerial counts with ground counts for large African herbivores. J Appl Ecol 39:841–852 Google Scholar
Johnson, DE (1999) Surveying, mapping, and monitoring noxious weeds on rangelands. Pages 19–35 in Sheley, RL, Petroff, JK, eds. Biology and Management of Noxious Rangeland Weeds. Corvallis Oregon State University Press Google Scholar
Johnson, EW, Wittwer, D (2008) Aerial detection surveys in the United States. Austral For 71:212–215 Google Scholar
Joshi, C, de Leeuw, J, van Duren, IC (2004) Remote sensing and GIS applications for mapping and spatial modeling of invasive species. Pages 669–677 in Proceedings of the XXth International Society for Photogrammetry and Remote Sensing Congress: Geo-imagery bridging continents. Istanbul, Turkey International Society for Photogrammetry and Remote Sensing Google Scholar
Karl, JW, Porter, M (2006) Digital aerial sketch-mapping for early detection and mapping. Pages 33–41 in Rew, LJ, Pokorny, ML, eds. Inventory and Survey Methods of Nonindigenous Plant Species. Bozeman, MT Montana State University Extension Google Scholar
Langeland, KA, Cherry, HM, McCormick, CM, Craddock Burks, KA (2008) Identification and biology of non-native plants in Florida's native areas, 2nd ed. IFAS Communication Services SP257. Gainesville, FL University of Florida. 210 pGoogle Scholar
Lass, LW, Prather, TS (2004) Detecting the locations of Brazilian pepper trees in the Everglades with a hyperspectral sensor. Weed Technol 18:437–442 Google Scholar
Lass, LW, Prather, TS, Glenn, NF, Weber, KT, Mundt, JT, Pettingill, J (2005) A review of remote sensing of invasive weeds and example of the early detection of spotted knapweed (Centaurea maculosa) and babysbreath (Gypsophila paniculata) with a hyperspectral sensor. Weed Sci 53:242–251 Google Scholar
Lonsdale, WM (1999) Global patterns of plant invasions and the concept of invasibility. Ecology 80:1522–1536 Google Scholar
Masters, RA, Sheley, RL (2001) Principles and practices for managing rangeland invasive plants. J Range Manage 54:54:502–517 Google Scholar
Maxwell, BD, Backus, V, Hohmann, MG, Irvine, KM, Lawrence, P, Lehnhoff, EA, Rew, LJ (2012) Comparison of transect-based standard and adaptive sampling methods for invasive plant species. Invasive Plant Sci Manag 5:178–193 Google Scholar
Maxwell, BD, Lehnhoff, E, Rew, LJ (2009) The rationale for monitoring invasive plant populations as a crucial step for management. Invasive Plant Sci Manag 2:1–9 Google Scholar
Mazzotti, FJ, Ostrenko, W, Smith, AT (1981) Effects of the exotic plants Melaleuca quinquenervia and Casuarina equisetifolia on small mammal populations in the eastern Florida Everglades. Florida Sci 44:65–71 Google Scholar
McConnell, T, Johnson, E, Burns, B (2000) A guide to conducting aerial sketchmap surveys. USDA Forest Service, Forest Health Technology Enterprise Team, Fort Collins, Colo., !FHTET 00-01. 88 pGoogle Scholar
McCormick, CM (1999) Mapping exotic vegetation in the Everglades from large-scale aerial photographs. Photogramm Eng Rem S 65:179–184 Google Scholar
Mehta, SV, Haight, RG, Homans, FR, Polasky, S, Venette, RC (2007) Optimal detection and control strategies for invasive species management. Ecol Econ 61:237–245 Google Scholar
Meskimen, GF (1962) A silvical study of the melaleuca tree in South Florida. MS Thesis. Gainesville, FL University of Florida. 177 pGoogle Scholar
Morton, JF (1980) The Australian pine or beefwood (Casuarina equisetifolia L.), an invasive “weed” tree in Florida. Proc Florida State Hort Soc 93:87–95 Google Scholar
Mueller-Dombois, D, Ellenberg, H (1974) Aims and Methods of Vegetation Ecology. New York J Wiley. 574 pGoogle Scholar
Myers, JH, Simberloff, D, Kuris, AM, Carey, JR (2000) Eradication revisited: dealing with exotic species. Trends Ecol Evol 15:316–320 Google Scholar
[NAIP] National Agriculture Imagery Program, U.S. Department of Agriculture (2010) Request for Aerial Photography. http://datagateway.nrcs.usda.gov. Accessed October 20, 2012Google Scholar
[NAWMA] North American Weed Management Association (2002) North American invasive plant mapping standards. http://www.nawma.org. Accessed May 2, 2013Google Scholar
Pearlstine, L, Portier, KM, Smith, SE (2005) Textural discrimination of an invasive plant, Schinus terebinthifolius, from low altitude aerial digital imagery. Photogramm Eng Rem S 71:289–298 Google Scholar
Pemberton, RW, Ferriter, AP (1998) Old World climbing fern (Lygodium microphyllum), a dangerous invasive weed in Florida. Am Fern J 88:165–175 Google Scholar
Pernas, T, Ferriter, A (2008) Cost-Effective Mapping of Invasive Plants Using Systematic Reconnaissance Flights (SRFs). U.S. National Park Service Publications and Papers. Paper 32Google Scholar
Rayamajhi, MB, Pratt, PD, Center, TD, Tipping, PW, Van, TK (2009) Decline in exotic tree density facilitates increased plant diversity: the experience from Melaleuca quinquenervia invaded wetlands. Wetl Ecol. Manag 17:455–467 Google Scholar
Rayamajhi, MB, Van, TK, Pratt, PD, Center, TD (2006) Temporal and structural effects of stands on litter production in Melaleuca quinquenervia dominated wetlands of south Florida. Wetl Ecol Manag 14:303–316 Google Scholar
Rew, LJ, Lehnhoff, EA, Maxwell, BD (2007) Non-indigenous species management using a population prioritization framework. Can J Plant Sci 87:1029–1036 Google Scholar
Rew, LJ, Maxwell, BD, Aspinall, BD. BD (2005) Predicting the occurrence of nonindigenous species using environmental and remotely sensed data. Weed Sci 53:236–241 Google Scholar
Schraeder-Patton, C (2003) Digital Aerial Sketchmapping: Interim project report. USDA Forest Service, Remote Sensing Applications Centre. Fort Collins, CO. Report No. RSAC-1202-RPT2. 14 pGoogle Scholar
[SFWMD] South Florida Water Management District, Geographic Information System Catalog (2012) Land Cover Land Use 2004 database. Available at www.sfwmd.gov. Accessed September 25, 2012Google Scholar
Shafii, B, Price, WJ, Prather, TS, Lass, LW, Thill, DC (2003) Predicting the likelihood of yellow starthistle (Centaurea solstitialis) occurrence using landscape characteristics. Weed Sci 51:748–751 Google Scholar
Spector, T, Putz, FE (2006) Biomechanical plasticity facilitates invasion of maritime forests in the southern USA by Brazilian pepper (Schinus terebinthifolius). Biol Invasions 8:255–260 Google Scholar
Stevens, J, Beckage, B (2009) Fire feedbacks facilitate invasion of pine savannas by Brazilian pepper (Schinus terebinthifolius). New Phytol 184:365–375 Google Scholar
Stohlgren, TJ, Bull, KA, Otsuki, Y (1998) Comparison of rangeland vegetation sampling techniques in the Central Grasslands. J Range Manage 51:164–172 Google Scholar
Taylor, J (2006) Remote infestations of Lygodium microphyllum: a case study at Everglades National Park. Wildland Weeds 9:28–29 Google Scholar
Underwood, E, Ustin, S, DiPietro, D (2003) Mapping nonnative plants using hyperspectral imagery. Remote Sens Environ 86:150–161 Google Scholar
[USDA] USDA Forest Service Remote Sensing Applications Center (2012) A Weed Manager's Guide to Remote Sensing and GIS. http://www.fs.fed.us/eng/rsac/invasivespecies/index.htm. Accessed October 29, 2012Google Scholar
van Klinken, RD, Shepherd, D, Parr, R, Robinson, TP, Anderson, L (2007) Mapping mesquite (Prosopis) distribution and density using visual aerial surveys. Range Ecol Manag 60:408–416 Google Scholar
WeedDAR Database (2013) https://www.cerpzone.org/LaunchPages/WeedDAR.aspx. Accessed July 15, 2013Google Scholar