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Invasion Risk in a Warmer World: Modeling Range Expansion and Habitat Preferences of Three Nonnative Aquatic Invasive Plants

Published online by Cambridge University Press:  20 January 2017

Natalie G. Koncki  and
Myla F. J. Aronson
Natalie G. Koncki
Affiliation:
Comprehensive Environmental Incorporated, 225 Cedar Hill Street, Marlborough, MA 01752
Myla F. J. Aronson*
Affiliation:
Comprehensive Environmental Incorporated, 225 Cedar Hill Street, Marlborough, MA 01752
*
Corresponding author's E-mail: [email protected]
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Abstract

Biological invasions and climate change pose two of the most important challenges facing global biodiversity. Of particular importance are aquatic invasive plants, which have caused extensive economic and environmental impacts by drastically altering native biodiversity and ecosystem services of freshwater wetlands. Here, we used the maximum entropy model, Maxent, to model the potential range expansion of three nonnative aquatic invasive plants: alligatorweed, limnophila, and giant salvinia, throughout the continental United States under current, 2030 to 2059 (2040), and 2070 to 2099 (2080) climate scenarios. Maxent is a popular method to model predicted current and future species distributions based on biogeography and climate. Alligatorweed, limnophila, and giant salvinia are noxious invaders of freshwater habitats in the southeastern United States and cause economic and ecological loss. In addition, we analyzed each species' habitat preference based on wetland type, occurrence in man-made habitats, and distance to the nearest stream to better understand what future habitats are at risk and how these species spread. Our results show that in 2040 and 2080 climate scenarios, all three species have the potential to increase their range throughout the northeastern United States and as far as New York and Massachusetts. The spatial distribution of alligatorweed was primarily determined by precipitation of the warmest quarter (15.8%), limnophila was primarily determined by precipitation of the warmest quarter (52.2%) and mean temperature of the coldest quarter (21.8%), and giant salvinia was primarily determined by the mean temperature of the coldest quarter (24.3%). All three species were found significantly more frequently in lakes and ponds than in other freshwater habits. Giant salvinia was found significantly more often in man-made wetland habitats. In order to reduce the detrimental impacts of these species, land managers in the northeastern United States should concentrate early detection and rapid response management in lakes, ponds and man-made wetland habitats.

Keywords

Alligatorweed, Alternanthera philoxeroides (Mart.) Grisebgiant salvinia, Salvinia molesta Mitchelllimnophila, Limnophila sessiliflora (Vahl) BlumeAquatic invasionsclimate changefreshwater wetlandsman-made habitatsMaxent
Type
Research Article
Information
Invasive Plant Science and Management , Volume 8 , Issue 4 , December 2015 , pp. 436 - 449
Copyright
Copyright © Weed Science Society of America 

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References

Literature Cited

Alvarez, ME, Cushman, JH (2002) Community-level consequences of a plant invasion: effects on three habitats in coastal California. Ecol Appl 12:1434–1444 CrossRefGoogle Scholar
Andersson, E, Nilsson, C, Johansson, ME (2000) Plant dispersal in boreal rivers and its relation to the diversity of riparian flora. J Biogeogr 27:1095–1106 CrossRefGoogle Scholar
Araújo, MB, New, M (2006) Ensemble forecasting of species distributions. Trends Ecol Evol 22:42–47 CrossRefGoogle ScholarPubMed
Barrett, SCH (1989) Waterweed invasions. Sci Am 260:90–97 CrossRefGoogle Scholar
Beans, CM, Kilkenny, FF, Galloway, LF (2012) Climate suitability and human influences combined explain the range expansion of an invasive horticultural plant. Biol Invasions 14:2067–2078 CrossRefGoogle Scholar
Beaumont, LJ, Hughes, L, Pitman, AJ (2008) Why is the choice of future climate scenarios for species distribution modeling important? Ecol Lett 11:1135–1146 CrossRefGoogle ScholarPubMed
Beyer, HL (2009–2012) Geospatial Modelling Environment. Spatial Ecology LLC. http://www.spatialecology.com. Accessed February 2, 2012Google Scholar
Bradley, BA, Oppenheimer, M, Wilcove, DS (2009) Climate change and plant invasions: restoration opportunities ahead? Global Change Biol 15:1511–1521 CrossRefGoogle Scholar
Bradley, BA, Wilcove, DS, Oppenheimer, M (2010) Climate change increases risk of plant invasion in the eastern United States. Biol Invasions 12:1855–1872 CrossRefGoogle Scholar
Broennimann, O, Treier, UA, Müller-Schärer, H, Thuiller, W, Peterson, AT, Guisan, A (2007) Evidence of climatic niche shift during biological invasion. Ecol Lett 10:701–709 CrossRefGoogle ScholarPubMed
Center, TD, Cuda, JP, Grodowitz, AJ (2009) Alligatorweed flea beetle Agasicles hygrophila Selman and Vogt (Coleoptera: Chrysomelidae: Halticinae). University of Florida IFAS Extension. http://edis.ifas.ufl.edu/pdffiles/IN/IN83100.pdf. Accessed July 4, 2012Google Scholar
Center, TD, Cuda, JP, Grodowitz, AJ (2010) Alligatorweed thrips (suggested) Amynothrips andersoni O’Neill (Insecta: Thysanoptera: Phlaeothripidae). University of Florida IFAS Extension. http://edis.ifas.ufl.edu/pdffiles/IN/IN85900.pdf. Accessed July 4, 2012Google Scholar
Chambers, RM, Meyerson, LA, Saltonstall, K (1999) Expansion of Phragmites australis into tidal wetlands of North America. Aquat Bot 64:261–273 CrossRefGoogle Scholar
Courchamp, F, Chapuis, J-L, Pascal, M (2003) Mammal invaders on islands: impact, control, and control impact. Biol Rev 78:347–383 CrossRefGoogle ScholarPubMed
Csurhes, S, Markula, A (2010) Pest Plant Risk Assessment: Alligator Weed, Alternanthera philoxeroides . Brisbane, Queensland, Australia The State of Queensland, Department of Employment, Economic Development and Innovation. 13 pGoogle Scholar
Daehler, CC, Denslow, JS, Ansari, S, Kuo, H-C (2004) A risk-assessment system for screening out invasive pest plants from Hawaii and other Pacific Islands. Conserv Biol 18:360–368 CrossRefGoogle Scholar
Drake, JM, Lodge, DM (2004) Global hot spots of biological invasions: evaluating options for ballast-water management. Proc R Soc Lond B Biol 271:575–580 CrossRefGoogle ScholarPubMed
Ehrenfeld, JG (2003) Effects of exotic plant invasions on soil nutrient cycling processes. Ecosystems 6:503–523 CrossRefGoogle Scholar
Elith, J (2015) Predicting Distributions of Invasive Species. Working paper submitted as book chapter. http://arxiv.org/abs/1312.0851. Accessed April 15, 2015Google Scholar
Elith, J, Graham, CH, Anderson, RP, Dudík, M, Ferrier, S, Guisan, A, Hijmans, RJ, Huettmann, F, Leathwick, JR, Lehmann, A, Li, J, Lohmann, LG, Loiselle, BA, Manion, G, Moritz, C, Nakamura, M, Nakazawa, Y, Overton, JM, Peterson, AT, Phillips, SJ, Richardson, K, Scachetti-Pereira, R, Schapire, RE, Soberón, J, Williams, S, Wisz, MS, Zimmermann, NE (2006) Novel methods improve prediction of species’ distributions from occurrence data. Ecography 29:129–151 CrossRefGoogle Scholar
Elith, J, Kearney, M, Phillips, S (2010) The art of modelling range-shifting species. Methods in Ecol Evol 1:330–342 CrossRefGoogle Scholar
Elith, J, Phillips, SJ, Hastie, T, Dudík, M, Chee, YE, Yates, CJ (2011) A statistical explanation of MaxEnt for ecologists. Divers Distrib 17:43–57 CrossRefGoogle Scholar
Geng, Y-P, Pan, X-Y, Xu, C-Y, Zhang, W-J, Li, B, Chen, J-K, Lu, B-R, Song, Z-P (2007) Phenotypic plasticity rather than locally adapted ecotypes allows the invasive alligator weed to colonize a wide range. Biol Invasions 9:245–256 CrossRefGoogle Scholar
Gilbert, KM (1984) A review of the aquatic plants Limnophila heterophylla and Limnophila sessiliflora . Tallahassee, FL Bureau of Aquatic Plant Research and Control, Department of Natural Resources. 12 pGoogle Scholar
[GBIF] Global Biodiversity Information Facility (2011) Global Biodiversity Information Facility Database. http://gbif.org. Accessed October 11, 2011Google Scholar
Guisan, A, Thuiller, W (2005) Predicting species distribution: offering more than simple habitat models. Ecol Lett 8:993–1009 CrossRefGoogle ScholarPubMed
Hall, DW, Vandiver, VV, Gray, CJ (1991) Limnophila, Limnophila sessiliflora (Vahl). University of Florida, IFAS. http://edis.ifas.ufl.edu/fw025. Accessed March 20, 2012Google Scholar
Hattingh, ER (1961) Problem of Salvinia auriculata Aubl. and associated aquatic weeds on Kariba Lake. Weed Res 1:303–306 CrossRefGoogle Scholar
Hellmann, JJ, Byers, JE, Bierwagen, BG, Dukes, JS (2008) Five potential consequences of climate change for invasive species. Conserv Biol 22:534–543 CrossRefGoogle ScholarPubMed
Hijmans, RJ, Cameron, SE, Parra, JL, Jones, PG, Jarvis, A (2005) Very high resolution interpolated climate surfaces for global land areas. Int J Climatol 25:1965–1978 CrossRefGoogle Scholar
Hörnberg, G, Zackrisson, O, Segerström, U, Svensson, BW, Ohlson, M, Bradshaw, RHW (1998) Boreal swamp forests. Bioscience 48:795–802 Google Scholar
Hulme, PE (2009) Trade, transport and trouble: managing invasive species pathways in an era of globalization. J Appl Ecol 46:10–18 CrossRefGoogle Scholar
Ibáñez, I, Silander, JA Jr, Wilson, AM, LaFleur, N, Tanaka, N, Tsuyama, I 2009 Multivariate forecasts of potential distributions of invasive plant species. Ecol Appl 19:359–375 CrossRefGoogle ScholarPubMed
[IPCC] Intergovernmental Panel on Climate Change (2007) Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge, UK and New York Cambridge University Press. 996 pGoogle Scholar
Jacquemyn, H, Van Looy, K, Breyne, P, Honnay, O (2010) The Meuse River as a corridor for range expansion of the exotic plant species Sisymbrium austriacum: evidence for long-distance seed dispersal. Biol Invasions 12:553–561 CrossRefGoogle Scholar
Jarnevich, CS, Holcombe, TR, Barnett, DT, Stohlgren, TJ, Kartesz, JT (2010) Forecasting weed distributions using climate data: a GIS early warning tool. Invasive Plant Sci Manag 3:365–375 CrossRefGoogle Scholar
Jarnevich, CS, Reynolds, LV (2011) Challenges of predicting the potential distribution of a slow-spreading invader: a habitat suitability map for an invasive riparian tree. Biol Invasions 13:153–163 CrossRefGoogle Scholar
Johansson, ME, Nilsson, C, Nilsson, E (1996) Do rivers function as corridors for plant dispersal? J Veg Sci 7:593–598 CrossRefGoogle Scholar
Johnson, D (1995) Giant salvinia found in South Carolina. Aquatics 17:22 Google Scholar
Jones, CC, Reichard, S (2009) Current and potential distributions of three non-native invasive plants in the contiguous USA. Nat Areas J 29:332–343 CrossRefGoogle Scholar
Julien, MH, Bourne, AS, Low, VHK (1992) Growth of the weed Alternanthera philoxeriodes (Martius) Grisebach, (alligator weed) in aquatic and terrestrial habitats in Australia. Plant Prot Q 7:102–108 Google Scholar
Julien, MH, Broadbent, JE (1980) The biology of Australian weeds 3. Alternanthera philoxeroides (Mart.) Griseb. J Aust Inst Agric Sci 46:150–155 Google Scholar
Julien, MH, Skarratt, B, Maywald, GF (1995) Potential geographical distribution of Alligator weed and its biological control by Agasicles hygrophila . J Aquat Plant Manag 33:55–60 Google Scholar
Kartesz, JT (2011) Floristic Synthesis of North America. The Biota of North America Program (BONAP) Google Scholar
Kay, SH, Hoyle, ST (2001) Mail order, the internet and invasive aquatic weeds. J Aquat Plant Manag 39:88–91 Google Scholar
Kumar, S, Stohlgren, TJ (2009) Maxent modeling for predicting suitable habitat for threatened and endangered tree Canacomyrica monticola in New Caledonia. J Ecol Nat Environ 1:094–098 Google Scholar
Langeland, KA, Cherry, H, McCormick, C 2008 Identification and Biology of Nonnative Plants in Florida's Natural Areas 2nd edn. University of Florida–IFAS Publication SP 257. Gainsville, FL Unviersity of Florida Google Scholar
Lemon, GD, Posluszny, U (1997) Shoot morphology and organogenesis of the aquatic floating fern Salvinia molesta D. S. Mitchell, examined with the aid of laser scanning Confocal microscopy. Int J Plant Sci 158:693–703 CrossRefGoogle Scholar
Mahler, MJ (1980) Limnophila—a new exotic pest. Aquatics 2:4 Google Scholar
McGeoch, MA, Butchart, SHM, Spear, D, Marais, E, Kleynhans, EJ, Symes, A, Chanson, J, Hoffmann, M (2010) Global indicators of biological invasion: species numbers, biodiversity impact and policy responses. Divers Distrib 16:95–108 CrossRefGoogle Scholar
Medley, KA (2010) Niche shifts during the global invasion of the Asian tiger mosquito, Aedes albopictus Skuse (Culicidae), revealed by reciprocal distribution models. Global Ecol Biogeogr 19:122–133 CrossRefGoogle Scholar
Mitchell, DS, Tur, NM (1975) The rate of growth of Salvinia molesta (S. auriculata Auct.) in laboratory and natural conditions. J Appl Ecol 12: 213–225 CrossRefGoogle Scholar
Mitsch, WJ, Gosselink, JG, Anderson, CJ, Zhang, L (2009) Wetland Ecosystems. Hoboken, NJ Wiley. 295 pGoogle Scholar
Nakicenovic, N, Swart, R (2000) Special Report on Emissions Scenarios. Cambridge, UK Cambridge University Press. 570 pGoogle Scholar
National Weather Service (1999) Rivers and Streams. National Weather Service, Silver Spring, MD, September 21, 1999. http://www.nws.noaa.gov/geodata/catalog/hydro/html/rivers.htm. Accessed December 1, 2011Google Scholar
Nelson, LS, Skogerboe, JG, Getsinger, KD (2001) Herbicide evaluation against giant salvinia. J Aquat Plant Manag 39:48–53 Google Scholar
Nilsson, C, Ekblad, A, Dynesius, M, Backe, S, Gardfjell, M, Carlberg, B, Hellqvist, S, Jansson, R (1994) Comparison of species richness and traits of riparian plants between a main channel and its tributaries. J Ecol 82:281–295 CrossRefGoogle Scholar
[OTA] Office of Technology Assessment (1993) Harmful non-indigenous species in the United States. OTA-F-565. Washington, DC U.S. Government Printing Office. 397 pGoogle Scholar
Oliver, JD (1993) A review of the biology of giant salvinia (Salvinia molesta Mitchell). J Aquat Plant Manag 31:227–231 Google Scholar
van Oosterhout, E (2006) Salvinia Control Manual: Management and Control Options for Salvinia (Salvinia molesta) in Australia. New South Wales Department of Primary Industries. http://www.dpi.nsw.gov.au/__data/assets/pdf_file/0004/89554/salvinia-control-manual-full-version.pdf. Accessed July 4, 2012Google Scholar
Parker, IM, Simberloff, D, Lonsdale, WM, Goodell, K, Wonham, M, Kareiva, PM, Williamson, MH, Von Holle, B, Moyle, PB, Byers, JE, Goldwasser, L (1999) Impact: toward a framework for understanding the ecological effects of invaders. Biol Invasions 1:3–19 CrossRefGoogle Scholar
Parmesan, C (2006) Ecological and evolutionary responses to recent climate change. Annu Rev Ecol Evol Syst 37:637–669 CrossRefGoogle Scholar
Pearson, RG, Raxworthy, CJ, Nakamura, M, Peterson, AT (2007) Predicting species distributions from small numbers of occurrence records: a test case using cryptic geckos in Madagascar. J Biogeogr 34:102–117 CrossRefGoogle Scholar
Phillips, S (2012) A Brief Tutorial on Maxent. AT&T Research. http://www.cs.princeton.edu/~schapire/maxent/. Accessed May 9, 2012Google Scholar
Phillips, SJ, Anderson, RP, Schapire, RE (2006) Maximum entropy modeling of species geographic distributions. Ecol Model 190:231–259 CrossRefGoogle Scholar
Phillips, SJ, Dudik, M (2008) Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation. Ecography 31:161–175 CrossRefGoogle Scholar
Phillips, SJ, Dudík, M, Schapire, RE (2004) A maximum entropy approach to species distribution modeling. Pages 655–662 in Proceedings of the 21st International Conference on Machine Learning. New York ACM Press Google Scholar
Pimentel, D, Zuniga, R, and Morrison, D (2005) Update on the environmental and economic costs associated with alien-invasive species in the United States. Ecol Econ 52:273–288 CrossRefGoogle Scholar
Rahel, FJ, Olden, JD (2008) Assessing the effects of climate change on aquatic invasive species. Conserv Biol 22:521–533 CrossRefGoogle ScholarPubMed
Rahlao, SJ, Milton, SJ, Esler, KJ, Barnard, P (2010) The distribution of invasive Pennisetum setaceum along roadsides of western South Africa: the role of corridor interchanges. Weed Res 50:537–543 CrossRefGoogle Scholar
Ramey, V (2001) Limnophila sessiliflora. University of Florida/IFAS Center for Aquatic and Invasive Plants. http://plants.ifas.ufl.edu/node/234. Accessed November 9, 2011Google Scholar
Ramirez, J, Jarvis, A (2008) High Resolution Statistically Downscaled Future Climate Surfaces. International Center for Tropical Agriculture (CIAT); CGIAR Research Program on Climate Change, Agriculture and Food Security (CCAFS). Cali, Colombia. http://www.ccafs-climate.org/spatial_downscaling/. Accessed September 25, 2011Google Scholar
Rogers, CE, McCarty, JP (2000) Climate change and ecosystems of the mid-Atlantic region. Clim Res 14:235–244 CrossRefGoogle Scholar
Room, PM (1983) ‘Falling apart’ as a lifestyle: the rhizome architecture and population growth of Salvinia molesta . J Ecol 71:349–365 CrossRefGoogle Scholar
Sainty, G, McCorkelle, G, Julien, M (1998) Control and spread of alligator weed Alternanthera philoxeroides (Mart.) Griseb. in Australia: lessons for other regions. Wetl Ecol Manag 5:195–201 CrossRefGoogle Scholar
Säumel, I, Kowarik, I (2010) Urban rivers as dispersal corridors for primarily wind-dispersed invasive tree species. Landsc Urban Plann 94:244–249 CrossRefGoogle Scholar
Sharma, KP, Goel, PK (1986) Studies on decomposition of two species of Salvinia . Hydrobiologia 131:57–61 CrossRefGoogle Scholar
Shen, J, Shen, M, Wang, X, Lu, Y (2005) Effect of environmental factors on shoot emergence and vegetative growth of alligator weed (Alternanthera philoxeroides). Weed Sci 53:471–478.CrossRefGoogle Scholar
Spencer, NR, Coulson, JR (1976) The biological control of Alligatorweed, Alternanthera philoxeroides, in the United States of America. Aquat Bot 2:177–190 CrossRefGoogle Scholar
Spencer, W, Bowes, G (1985) Limnophila and Hygrophila: a review and physiological assessment of their weed potential in Florida. J Aquat Plant Manag 23:7–16 Google Scholar
Thomas, CD, Cameron, A, Green, RE, Bakkenes, M, Beaumont, LJ, Collingham, YC, Erasmus, BFN, de Siqueira, MF, Grainger, A, Hannah, L, Hughes, L, Huntly, B, van Jaarsveld, AS, Midgley, GF, Miles, L, Ortega-Huerta, MA, Peterson, AT, Phillips, OL, Williams, SE (2004) Extinction risk from climate change. Nature 427:145–148 CrossRefGoogle ScholarPubMed
U. S. Fish and Wildlife Service (2011) National Wetlands Inventory. U.S. Department of the Interior, Fish and Wildlife Service, Washington, DC. http://www.fws.gov/wetlands/. Accessed December 11, 2011Google Scholar
Van Dyke, F 2008 Conservation Biology: Foundations, Concepts, Applications 2nd edn. New York Springer Science. 478 pCrossRefGoogle Scholar
Villamagna, AM, Murphy, BR (2010). Ecological and socio-economic impacts of invasive water hyacinth (Eichhornia crassipes): a review. Freshw Biol 55:282–298 CrossRefGoogle Scholar
Vitousek, PM, Walker, LR (1989) Biological invasion by Myrica faya in Hawai'i: plant demography, nitrogen fixation, ecosystem effects. Ecol Monogr 59:247–265 CrossRefGoogle Scholar
Walther, G-R, Roques, A, Hulme, PE, Sykes, MT, Pyšek, P, Kühn, I, Zobel, M, Bacher, S, Botta-Dukát, Z, Bugmann, H, Czúcz, B, Dauber, J, Hickler, T, Jarošík, V, Kenis, M, Klotz, S, Minchin, D, Moora, M, Nentwig, W, Ott, J, Panov, VE, Reineking, B, Robinet, C, Semenchenko, V, Solarz, W, Thuiller, W, Vilà, M, Vohland, K, Settele, J (2009) Alien species in a warmer world: risks and opportunities. Trends Ecol Evol 24:686–693 CrossRefGoogle Scholar
Warren, DL, Glor, RE, Turelli, M (2010) ENMTools: a toolbox for comparative studies of environmental niche models. Ecography 33:607–611 CrossRefGoogle Scholar
Westbrooks, RG (1998) Invasive Plants: Changing the Landscape of America. Washington, DC Federal Interagency Committee for the Management of Noxious and Exotic Weeds. 109 pGoogle Scholar
Westbrooks, RG (2004) New approaches for early detection and rapid response to invasive plants in the United States. Weed Technol 18:1468–1471 CrossRefGoogle Scholar
Whiteman, JB, Room, PM (1991) Temperatures lethal to Salvinia molesta Mitchell. Aquat Bot 40:27–35 CrossRefGoogle Scholar
Wilcove, DS, Rothstein, D, Dubow, J, Phillips, A, Losos, E (1998) Quantifying threats to imperiled species in the United States. Am Inst Biol Sci 48:607–615 Google Scholar
Windham, L, Ehrenfeld, JG (2003) Net impact of a plant invasion on nitrogen-cycling processes within a brackish tidal marsh. Ecol Appl 13:883–897 CrossRefGoogle Scholar
Young, N, Carter, L, Evangelista, P (2011) A MaxEnt model v3.3.3e tutorial (ArcGIS v10). Ft. Collins, CO Natural Resource Ecology Laboratory at Colorado State University and the National Institute of Invasive Species Science. 30 pGoogle Scholar
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