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Constructing Standard Invasion Curves from Herbarium Data—Toward Increased Predictability of Plant Invasions

  • Pedro M. Antunes (a1) and Brandon Schamp (a1)

Prevention, early detection, rapid response, and prioritization are essential components of effective and cost-efficient invasive plant management. However, successfully implementing these strategies requires the ability to accurately predict the temporal and spatial dynamics of newly/recently detected nonnative species. Why some nonnative species become invasive and the source of variation in lag time between arrival and the onset of invasive expansion are poorly understood. One tool to fill these knowledge gaps is the “invasion curve,” which tracks nonnative species abundance (i.e., area invaded) over time after arrival in a new area. Since invasive species curves rely primarily on records from herbarium collections, we propose that these collections can be used as a springboard to develop a standardized approach to building invasion curves. This would allow researchers to compare the trajectories of nonnative species, improving risk assessment and our ability to recognize potential invasive species and factors contributing to both invasibility and invasiveness. While there have been admirable efforts to produce invasion curves, several barriers exist to their reliable production and standardization. In this paper, we explore the challenges related to the efficient production of these curves for plants using herbarium data and suggest ways in which progress could occur. It is our hope that this will better position herbaria and researchers to aid natural resource managers to prioritize needs, make effective management decisions, and develop targeted prevention and monitoring programs by taking advantage of lag times to implement timely responses.

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Associate Editor for this paper: John A. Randall, University of California, Davis.

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Aikio, S, Duncan, RP, Hulme, PE (2010) Lag-phases in alien invasions: separating the facts from artifacts. Oikos 119:370378
Barney, JN (2006) North American history of two invasive plant species: phytogeographic distribution, dispersal vectors, and multiple introductions. Biol Invasions 8:703717
Blackburn, TM, Pyšek, P, Bacher, S, Calton, JT, Duncan, RP, Jarošik, V, Wilson, JRU, Richardson, DM (2011) A proposed unified framework for biological invasions. Trends Ecol Evol 26:333339
Caley, P, Groves, RH, Barker, R (2008) Estimating the invasion success of introduced plants. Divers Distrib 14:196203
Chauvel, B, Dessaint, F, Cardinal-Legrand, C, Bretagnolle, F (2006) The historical spread of Ambrosia artemisiifoliaL. in France from herbarium records. J of Biogeogr 33:665673
Chew, FS, Courtney, SP (1991) Plant apparency and evolutionary escape from insect herbivory. Am Nat 138:729750
Ciappetta, S, Ghiani, A, Gilardelli, F, Bonini, M, Citterio, S, Gentili, R (2016) Invasion of Ambrosia artemisiifolia in Italy: assessment via analysis of genetic variability and herbarium data. Flora 223:106113
Convention on Biological Diversity (2000) Alien Species That Threaten Ecosystems, Habitats or Species. Nairobi, Kenya: Secretariat of the Convention on Biological Diversity UNEP/CBD/COP/5/8. 206 p
Costas-Lippmann, M (1976) Ecology and Reproductive Biology of the Genus Cortaderia in California. Ph.D dissertation. Berkeley: University of California, Berkeley
Cousens, R, Mortimer, M (1995) Dynamics of Weed Populations. New York: Cambridge University Press
Crawford, PH, Hoagland, BW (2009) Can herbarium records be used to map alien species invasion and native species expansion over the past 100 years? J Biogeogr 36:651661
Crooks, JA (2005) Lag times and exotic species: the ecology and management of biological invasions in slow-motion. Ecoscience 12:316329
Crooks, JA (2011) Lag-times. Pages 404410 in Simberloff D & Rejmanek M, eds. Encyclopedia of Biological Invasions. Oakland: University of California Press
Delisle, F, Lavoie, C, Jean, M, Lachance, D (2003) Reconstructing the spread of invasive plants: taking into account biases associated with herbarium specimens. J Biogeogr 30:10331042
Durka, W, Michalski, SG (2012) Daphne: a dated phylogeny of a large European flora for phylogenetically informed ecological analyses. Ecology 93:22972297
Ellstrand, NC, Schierenbeck, KA (2000) Hybridization as a stimulus for the evolution of invasiveness in plants? Proc Natl Acad Sci USA 97:70437050
FAO (2006) International Standards for Phytosanitary Measures 8: Determination of Pest Status in an Area. Rome: International Plant Protection Convention. 14 p
Flory, SL, Clay, K (2013) Pathogen accumulation and long-term dynamics of plant invasions. J Ecol 101:607613
Follak, S, Aldrian, U, Schwarz, M (2014) Spread dynamics of Abutilon theophrasti in Central Europe. Plant Protect Sci 3:157163
Follak, S, Aldrian, U, Moser, D, Essl, F (2015) Reconstructing the invasion of Cyperus esculentus in Central Europe. Weed Res 55:289297
Foxcroft, LC, Richardson, DM, Rouget, M, MacFadyen, S (2009) Patterns of alien plant distribution at multiple spatial scales in a large national park: implications for ecology, management and monitoring. Divers Distrib 15:367378
Gaston, KJ (2003) The Structure and Dynamics of Geographic Ranges. Oxford: Oxford University Press. 280 p
Grotkopp, E, Rejmánek, M, Rost, TL (2002) Toward a causal explanation of plant invasiveness: seedling growth and life‐history strategies of 29 pine (Pinus) species. Am Nat 159:396419
Harvey, PH, Pagel, MD (1991) Oxford Series in Ecology and Evolution Volume 239: The Comparative Method in Evolutionary Biology. Oxford: Oxford University Press. 248 p
Hayes, KR, Barry, SC (2008) Are there any consistent predictors of invasion success? Biol Invasions 10:483506
Hedenäs, L, Bisang, I, Tehler, A, Hamnede, M, Jaederfelt, K, Odelvik, G (2002) A herbarium-based method for estimates of temporal frequency changes: mosses in Sweden. Biol Conserv 105:321331
Hobbs, RJ, Humphries, SE (1995) An integrated approach to the ecology and management of plant invasions. Conserv Biol 9:761770
Holt, JS, Boose, AB (2000) Potential for spread of Abutilon theophrastiin California. Weed Sci 48:4352
Huebner, CD (2003) Vulnerability of oak-dominated forests in West Virginia to invasive exotic plants: temporal and spatial patterns of nine exotic species using herbarium records and land classification data. Castanea 68:114
International Union for Conservation of Nature (2000) Guidelines for the prevention of biodiversity loss caused by alien invasive species. Gland, Switzerland: IUCN
Kannan, R, Shackleton, CM, Shaanker, RU (2013) Reconstructing the history of introduction and spread of the invasive species, Lantana, at three spatial scales in India. Biol Invasions 15:12871302
Kattge, J, Diaz, S, Lavorel, S, Prentice, IC, Leadley, P, Bönisch, G, Garnier, E, Westoby, M, Reich, PB, Wright, IJ, Cornelissen, JHC (2011) TRY—a global database of plant traits. Glob Change Biol 17:29052935
Keller, SR, Gilbert, KJ, Fields, PD, Taylor, DR (2012) Bayesian inference of a complex invasion history revealed by nuclear and chloroplast genetic diversity in the colonizing plant, Silene latifolia . Mol Ecol 21:47214734
Klironomos, JN (2002) Feedback with soil biota contributes to plant rarity and invasiveness in communities. Nature 417:6770
Lambrinos, JG (2001) The expansion history of a sexual and asexual species of Cortaderia in California, USA. J Ecol 89:8898
Larkin, DJ (2012) Lengths and correlates of lag phases in upper-Midwest plant invasions. Biol Invasions 14:827838
Latombe, G, Pyšek, P, Jeschke, JM, Blackburn, TM, Bacher, S, Capinha, C, Costello, MJ, Fernández, M, Gregory, RD, Hobern, D (2017) A vision for global monitoring of biological invasions. Biol Conserv 213:295308
Lavoie, C, Dufresne, C, Delisle, F (2005) The spread of reed canarygrass (Phalaris arundinacea) in Québec: a spatio-temporal perspective. Ecoscience 12:366375
Lavoie, C, Jodoin, Y, De Merlis, AG (2007) How did common ragweed (Ambrosia artemisiifolia L.) spread in Québec? A historical analysis using herbarium records. J Biogeogr 34:17511761
Lavoie, C, Saint‐Louis, A, Guay, G, Groeneveld, E, Villeneuve, P (2012) Naturalization of exotic plant species in north‐eastern North America: trends and detection capacity. Divers Distrib 18:180190
Lelong, B, Lavoie, C, Jodoin, Y, Belzile, F (2007) Expansion pathways of the exotic common reed (Phragmites australis): a historical and genetic analysis. Divers Distrib 13:430437
Lonsdale, WM (1999) Global patterns of plant invasions and the concept of invasibility. Ecology 80:15221536
Mack, RN, Simberloff, D, Lonsdale, WM, Evans, H, Clout, M, Bazzaz, FA (2000) Biotic invasions: causes, epidemiology, global consequences, and control. Ecol Appl 10:689710
Meyerson, LA, Viola, DV, Brown, RN (2010) Hybridization of invasive Phragmites australis with a native subspecies in North America. Biol Invasions 12:103111
Mihulka, S, Pyšek, P (2001) Invasion history of Oenothera congeners in Europe: a comparative study of spreading rates in the last 200 years. J Biogeogr 28:597609
Miller, RJ, Carroll, AD, Wilson, TP, Shaw, J (2009) Spatiotemporal analysis of three common wetland invasive plant species using herbarium specimens and geographic information systems. Castanea 74:133145
Novak, SJ, Mack, RN (2001) Tracing plant introduction and spread: genetic evidence from Bromus tectorum (Cheatgrass). BioScience 51:114122
Pagel, M, Meade, A (2004) A phylogenetic mixture model for detecting pattern-heterogeneity in gene sequence or character-state data. Syst Biol 53:571581
Powell, KI, Chase, JM, Knight, TM (2013) Invasive plants have scale-dependent effects on diversity by altering species-area relationships. Science 339:316318
Pyšek, P (1991) Heracleum mantegazzianum in the Czech Republic: dynamics of spreading from the historical perspective. Folia Geobot Phytotax 26:439454
Pyšek, P, Hulme, PE (2005) Spatio-temporal dynamics of plant invasions: linking pattern to process. Ecoscience 12:302315
Pyšek, P, Pergl, J, Essl, F, Lenzner, B, Dawson, W, Kreft, H, Weigelt, P, Winter, M, Kartesz, J, Nishino, M, Antonova, LA, Barcelona, JF, Cabezas, FJ, Cardenas, D, Cardenas-Toro, J, Castano, N, Chacon, E, Chatelain, C, Dullinger, S, Ebel, AL, Figueiredo, E, Fuentes, N, Genovesi, P, Groom, QJ, Henderson, L, Inderjit, , Kupriyanov, A, Masciadri, S, Maurel, N, Meerman, J, Morozova, O, Moser, D, Nickrent, D, Nowak, PM, Pagad, S, Patzelt, A, Pelser, PB, Seebens, H, Shu, WS, Thomas, J, Velayos, M, Weber, E, Wieringa, JJ, Baptiste, MP, van Kleunen, M (2017) Naturalized alien flora of the world: species diversity, taxonomic and phylogenetic patterns, geographic distribution and global hotspots of plant invasion. Preslia 89:203274
Pyšek, P, Prach, K (1993) Plant invasions and the role of riparian habitats: a comparison of four species alien to central Europe. J Biogeogr 20:413420
Pyšek, P, Prach, K (1995) Invasion dynamics of Impatiens glandulifera—a century of spreading reconstructed. Biol Conserv 74:4148
Raunkiaer, C (1934) The Life Forms of Plants and Statistical Plant Geography; Being the Collected Papers of C. Raunkiaer. Oxford: Clarendon. 632 p
Reichard, SH, Hamilton, CW (1997) Predicting invasions of woody plants introduced into North America. Conserv Biol 11:193203
Rejmánek, M, Richardson, DM (1996) What attributes make some plant species more invasive? Ecology 77:16551661
Richardson, DM, Pyšek, P, Carlton, JT (2011) A compendium of essential concepts and terminology in biological invasions. Pages 409420 in Richardson DM, ed, Fifty Years of Invasion Ecology: The Legacy of Charles Elton. Oxford: Blackwell
Richardson, DM, Pyšek, P, Rejmẚnek, M, Barbour, MG, Panetta, FD, West, CJ (2000) Naturalization and invasion of alien plants: concepts and definitions. Divers Distrib 6:93107
Ricciardi, A, Palmer, ME, Yan, ND (2011) Should biological invasions be managed as natural disasters? BioScience 61:312317
Rich, TCG, Smith, PA (1996) Botanical recording, distribution maps and species frequency. Watsonia 21:155168
Rich, TCG, Woodruff, ER (1992) Recording bias in botanical surveys. Watsonia 19:7395
Rodgers, VL, Stinson, KA, Finzi, AC (2009) Ready or not, garlic mustard is moving in: Alliaria petiolata as a member of eastern North American forests. BioScience 58:426436
Salo, LF (2005) Red brome (Bromus rubens subsp. madritensis) in North America: possible modes for early introductions, subsequent spread. Biol Invasions 7:165180
Sang, W, Zhu, L, Axmacher, JC (2010) Invasion pattern of Eupatorium adenophorum Spreng in southern China. Biol Invasions 12:17211730
Shih, JG, Finkelstein, SA (2008) Range dynamics and invasive tendencies in Typha latifolia and Typha angustifolia in eastern North America derived from herbarium and pollen records. Wetlands 28:116
Shigesada, N, Kawasaki, K (1997) Biological Invasions: Theory and Practice. Oxford: Oxford University Press. 224 p
Sîrbu, C, Ferus, P, Eliaš, P Jr, Samuil, C, Oprea, A (2015) Symphyotrichum ciliatum in Romania: trends of spread and invaded plant communities. Open. Life Sci 10:147164
Skellam, JG (1951) Random dispersal in theoretical populations. Biometrika 38:196218
Smolik, MG, Dullinger, S, Essl, F, Kleinbauer, I, Leitner, M, Peterseil, J, Stadler, LM, Vogl, G (2010) Integrating species distribution models and interacting particle systems to predict the spread of an invasive alien plant. J Biogeogr 37:411422
Stadler, J, Mungai, G, Brandl, R (1998) Weed invasion in East Africa: insights from herbarium records. Afr J Ecol 36:1522
Taylor, DR, Keller, SR (2007) Historical range expansion determines the phylogenetic diversity introduced during contemporary species invasion. Evolution 61:334345
Tilman, D (1999) The ecological consequences of changes in biodiversity: a search for general principles 101. Ecology 80:14551474
Urmi, E, Schnyder, N (2000) Bias in taxon frequency estimates with special reference to rare bryophytes in Switzerland. Lindbergia 25:89100
Wagenitz, G (1964) Solidago L. Pages 1619 in G. Hegi, ed, Illustrierte Flora von Mitteleuropa Volume 6(3.1). Munich, Germany: Carl Hanser Verlag
Weber, E (1998) The dynamics of plant invasions: a case study of three exotic goldenrod species (Solidago L.) in Europe. J Biogeogr 25:147154
Wiens, JA (1989) Spatial scaling in ecology. Funct Ecol 3:385397
Williamson, M (1996) Biological invasions. London: Chapman and Hall. Pp 80107
Williamson, M, Pyšek, P, Jarošík, V, Prach, K (2005) On the rates and patterns of spread of alien plants in the Czech Republic, Britain, and Ireland. Ecoscience 12:424433
Wilson, JRU, Richardson, DM, Rouget, M, Procheş, Ş, Amis, MA, Henderson, L, Thuiller, W (2007) Residence time and potential range: crucial considerations in modelling plant invasions. Divers Distrib 13:1122
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