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How global climate change and regional disturbance can expand the invasion risk? Case study of Lantana camara invasion in the Himalaya

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Abstract

Presently, it is debated if regional conservation efforts can alone resolve the ecological problems that global climatic changes could bring. Biological invasion is one of such concerns. In the present study, we modeled how change in global climate and regional anthropogenic pressure can impact the distribution of invasive Lantana camara in the Upper Ganga valley of the Western Himalaya (India). The forest in the study area was stratified into 1 km2 grid and two 15 m radius plot were located in each of the forest types in the grid, for recording Lantana presence. In total, 2221 plots were sampled covering 22% of forest. We used predictors representing the climate, forest patch size, fire and natural disaster variables for modeling the species distribution using maximum entropy algorithm. We further simulated 12 future landscape scenarios based on the global trends of these parameters. The present species—environment relationship was projected to these future landscape scenarios. Lantana was presently estimated to spread in 231 km2 of the study area. It invaded larger forest patches in the sub-tropical region, and smaller disturbed forest patches in the warm and cold temperate region. Increased distribution of Lantana was projected across all the future scenarios. The study revealed how global climate changes and regional anthropogenic pressure can have a synergistic effect on the expansion of invasive species in the future. It thus questions the efficiency of conducting only regional efforts in absence of global initiative to reduce the greenhouse gases emission.

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References

  • Adhikari D, Tiwary R, Barik SK (2015) Modelling hotspots for invasive alien plants in India. PLoS ONE 10(7):e0134665

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Aitken SN, Yeaman S, Holliday JA et al (2008) Adaptation, migration or extirpation: climate change outcomes for tree populations. Evol Appl 1:95–111

    Article  PubMed  PubMed Central  Google Scholar 

  • Allen CD, Macalady AK, Chenchouni H et al (2010) A global overview of drought and heat-induced tree mortality reveals emerging climate change risks for forests. For Ecol Manag 259:660–684

    Article  Google Scholar 

  • Araújo MB, Peterson AT (2012) Uses and misuses of bioclimatic envelope modeling. Ecology 93:1527–1539

    Article  PubMed  Google Scholar 

  • Awasthi A, Uniyal SK, Rawat GS, Rajvanshi A (2003) Forest resource availability and its use by the migratory villages of Uttarkashi, Garhwal Himalaya (India). For Ecol Manag 174:13–24

    Article  Google Scholar 

  • Beven KJ, Kirkby MJ (1979) A physically based, variable contributing area model of basin hydrology/Un modèle à base physique de zone d’appel variable de l’hydrologie du bassin versant. Hydrol Sci J 24:43–69

    Article  Google Scholar 

  • Bhagwat SA, Breman E, Thekaekara T et al (2012) A battle lost? Report on two centuries of invasion and management of Lantana camara L. in Australia, India and South Africa. PLoS ONE 7:e32407

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Bohra NK, Mishra DK (2012) Endangered species of thar desert-a review. MFP News 22:17–20

    Google Scholar 

  • Champion SHG, Seth SK (1968) A revised survey of the forest types of India. Government of India Press, New Delhi

    Google Scholar 

  • Choudhury MR, Deb P, Singha H, Chakdar B, Medhi M (2016) Predicting the probable distribution and threat of invasive Mimosa diplotricha Suavalle and Mikania micrantha Kunth in a protected tropical grassland. Ecol Eng 97:23–31

    Article  Google Scholar 

  • Clair SBS, Lynch JP (2010) The opening of Pandora’s Box: climate change impacts on soil fertility and crop nutrition in developing countries. Plant Soil 335:101–115

    Article  CAS  Google Scholar 

  • Daly C, Taylor GH, Gibson WP (1997) The PRISM approach to mapping precipitation and temperature. In: Proceedings of the 10th AMS conference on applied climatology, pp 20–23

  • Day MD, Wiley CJ, Playford J, Zalucki MP (2003) Lantana: current management status and future prospects. ACIAR, Canberra

    Google Scholar 

  • de Groot WJ, Flannigan MD, Cantin AS (2013) Climate change impacts on future boreal fire regimes. For Ecol Manag 294:35–44

    Article  Google Scholar 

  • Didham RK, Watts CH, Norton DA (2005) Are systems with strong underlying abiotic regimes more likely to exhibit alternative stable states? Oikos 110:409–416

    Article  Google Scholar 

  • Dobhal PK, Kohli RK, Batish DR (2010) Evaluation of the impact of Lantana camara L. invasion, on four major woody shrubs, along Nayar river of Pauri Garhwal, in Uttarakhand Himalaya. Int J Biodivers Conserv 2:155–161

    Google Scholar 

  • Elith J, Kearney M, Phillips S (2010) The art of modelling range-shifting species. Methods Ecol Evol 1:330–342

    Article  Google Scholar 

  • Elith J, Phillips SJ, Hastie T et al (2011) A statistical explanation of MaxEnt for ecologists. Divers Distrib 17:43–57

    Article  Google Scholar 

  • Gent PR, Danabasoglu G, Donner LJ et al (2011) The community climate system model version 4. J Clim 24:4973–4991

    Article  Google Scholar 

  • Gentle CB, Duggin JA (1997) Allelopathy as a competitive strategy in persistent thickets of Lantana camara L. in three Australian forest communities. Plant Ecol 132:85–95

    Article  Google Scholar 

  • Giglio L, Descloitres J, Justice CO, Kaufman YJ (2003) An enhanced contextual fire detection algorithm for MODIS. Remote Sens Environ 87:273–282

    Article  Google Scholar 

  • Gurumni S (2000) Regimes of control, strategies of access: politics of forest use in the Uttarakhand Himalaya, India. In: Agrawal A, Sivaramakrishnan K (eds) Agrarian environments: resources, representations, and rule in India. Duke University Press, Durham, London, pp 170–190

    Google Scholar 

  • Haigh MJ, Rawat JS, Rawat MS et al (1995) Interactions between forest and landslide activity along new highways in the Kumaun Himalaya. For Ecol Manag 78:173–189

    Article  Google Scholar 

  • Hampe A, Petit RJ (2005) Conserving biodiversity under climate change: the rear edge matters. Ecol Lett 8:461–467

    Article  PubMed  Google Scholar 

  • Hejda M, Pyšek P, Jarošík V (2009) Impact of invasive plants on the species richness, diversity and composition of invaded communities. J Ecol 97:393–403

    Article  Google Scholar 

  • Hijmans RJ, Cameron SE, Parra JL et al (2005) Very high resolution interpolated climate surfaces for global land areas. Int J Climatol 25:1965–1978

    Article  Google Scholar 

  • Hiremath AJ, Sundaram B (2005) The fire-lantana cycle hypothesis in Indian forests. Conserv Soc 3:26

    Google Scholar 

  • India state of forest report (2010) Dehradun, India

  • Kala CP (2014) Deluge, disaster and development in Uttarakhand Himalayan region of India: challenges and lessons for disaster management. Int J Disaster Risk Reduct 8:143–152

    Article  Google Scholar 

  • Kearney M, Porter W (2009) Mechanistic niche modelling: combining physiological and spatial data to predict species’ ranges. Ecol Lett 12:334–350

    Article  PubMed  Google Scholar 

  • Kubisch A, Fronhofer EA (2014) Dispersal, evolution and range dynamics—a synthesis. Oikos 123:3–4

    Article  Google Scholar 

  • Kuhman TR, Pearson SM, Turner MG (2010) Effects of land-use history and the contemporary landscape on non-native plant invasion at local and regional scales in the forest-dominated southern Appalachians. Landsc Ecol 25:1433–1445

    Article  Google Scholar 

  • Kulakowski D, Bebi P, Rixen C (2011) The interacting effects of land use change, climate change and suppression of natural disturbances on landscape forest structure in the Swiss Alps. Oikos 120:216–225

    Article  Google Scholar 

  • Kulkarni AV, Karyakarte Y (2014) Observed changes in Himalayan glaciers. Curr Sci 106(2):237–244

    Google Scholar 

  • Lavergne S, Mouquet N, Thuiller W, Ronce O (2010) Biodiversity and climate change: integrating evolutionary and ecological responses of species and communities. Annu Rev Ecol Evol Syst 41:321–350

    Article  Google Scholar 

  • Lee S (2004) Soil erosion assessment and its verification using the universal soil loss equation and geographic information system: a case study at Boun, Korea. Environ Geol 45:457–465

    Article  Google Scholar 

  • Mani MS (1974) Biogeographical evolution in India. In: Mani MS (ed) Ecology and biogeography in India. Springer, Berlin, pp 698–724

    Chapter  Google Scholar 

  • Mathur VB, Bist SS, Kaushik M et al (2015) Management of human-wildlife interaction and invasive species in India. Report number (TR-2015/004), Wildlife Institute of India, Dehradun

  • MEA Board (2005) Millennium ecosystem assessment findings. Millennium Ecosystem Assessment

  • Mehta M (1996) Our lives are no different from that of our buffaloes: agricultural change and gendered spaces in a central Himalayan valley. In: Rocheleau DE, Thomas-Slayter BP, Wangari E (eds) Feminist political ecology: global issues and local experiences. Psychology Press, pp 180–208

  • Moss RH, Edmonds JA, Hibbard KA et al (2010) The next generation of scenarios for climate change research and assessment. Nature 463:747–756

    Article  PubMed  CAS  Google Scholar 

  • Panda D, Panigrahi S, Bisoi SS (2015) Quantitative evaluation of naturally colonized plant species on fly ash deposit for sustainable phytorestoration. Eur J Environ Ecol 2:179–185

    Google Scholar 

  • Parsons WT, Cuthbertson EG (2001) Noxious weeds of Australia. CSIRO Publishing, Clayton

    Google Scholar 

  • Pawar S, Koo MS, Kelley C, Ahmed MF, Chaudhuri S, Sarkar S (2007) Conservation assessment and prioritization of areas in Northeast India: priorities for amphibians and reptiles. Biol Conserv 136(3):346–361

    Article  Google Scholar 

  • Peterson AT, Papeş M, Soberón J (2008) Rethinking receiver operating characteristic analysis applications in ecological niche modeling. Ecol Model 213:63–72

    Article  Google Scholar 

  • Phillips S, Anderson R, Schapire R (2006) Maximum entropy modeling of species geographic distributions. Ecol Model 190:231–259

    Article  Google Scholar 

  • Phillips SJ, Dudík M, Elith J et al (2009) Sample selection bias and presence-only distribution models: implications for background and pseudo-absence data. Ecol Appl 19:181–197

    Article  PubMed  Google Scholar 

  • Pimentel D, Lach L, Zuniga R, Morrison D (2000) Environmental and economic costs of nonindigenous species in the United States. Bioscience 50:53–65

    Article  Google Scholar 

  • Poudyal CP, Chang C, Oh H-J, Lee S (2010) Landslide susceptibility maps comparing frequency ratio and artificial neural networks: a case study from the Nepal Himalaya. Environ Earth Sci 61:1049–1064

    Article  Google Scholar 

  • Qin Z, Zhang JE, DiTommaso A et al (2016) Predicting the potential distribution of Lantana camara L. under RCP scenarios using ISI-MIP models. Clim Change 134:193–208

    Article  Google Scholar 

  • Radosavljevic A, Anderson RP (2014) Making better Maxent models of species distributions: complexity, overfitting and evaluation. J Biogeogr 41:629–643

    Article  Google Scholar 

  • Raghubanshi AS, Tripathi A (2009) Effect of disturbance, habitat fragmentation and alien invasive plants on floral diversity in dry tropical forests of Vindhyan highland: a review. Trop Ecol 50:57–69

    Google Scholar 

  • Raman R, Punia M (2012) Land use dynamics and landscape fragmentation in Higher Garhwal Himalaya, India. Asian J Geoinform 12:53–65

    Google Scholar 

  • Rana JC, Singh A, Sharma Y et al (2010) Dynamics of plant bioresources in Western Himalayan region of India—watershed based study. Curr Sci 98:192–203

    Google Scholar 

  • Rawat GS (2017) The Himalayan vegetation along horizontal and vertical gradients. In: Prins HHT, Namgail T (eds) Bird migration across the Himalayas: wetland functioning amidst mountains and glaciers. Cambridge University Press, pp 189–204

  • Ray A, Quader S (2014) Genetic diversity and population structure of Lantana camara in India indicates multiple introductions and gene flow. Plant Biol 16:651–658

    Article  PubMed  CAS  Google Scholar 

  • Roger E, Duursma DE, Downey PO et al (2015) A tool to assess potential for alien plant establishment and expansion under climate change. J Environ Manag 159:121–127

    Article  Google Scholar 

  • Sankaran KV, Sajeev TV, Suresh TA (2014) Invasive plant threats to forests in the humid tropics: a case study from Kerala State, India. In: Thapa GJ, Subedi N, Pandey MR et al (eds) Proceedings of the international conference on invasive alien species management. National Trust for Nature Conservation, Nepal, pp 7–17

  • Sati SP, Gahalaut VK (2013) The fury of the floods in the north-west Himalayan region: the Kedarnath tragedy. Geomat Nat Hazards Risk 4:193–201

    Article  Google Scholar 

  • Sati SP, Sundriyal YP, Rana N, Dangwal S (2011) Recent landslides in Uttarakhand: nature’s fury or human folly. Curr Sci 100:1617–1620

    Google Scholar 

  • Schmidt F, Persson A (2003) Comparison of DEM data capture and topographic wetness indices. Precis Agric 4:179–192

    Article  Google Scholar 

  • Schroeder W, Oliva P, Giglio L, Csiszar IA (2014) The New VIIRS 375 m active fire detection data product: algorithm description and initial assessment. Remote Sens Environ 143:85–96

    Article  Google Scholar 

  • Sharma GP, Raghubanshi AS, Singh JS (2005) Lantana invasion: an overview. Weed Biol Manag 165:157–165

    Article  Google Scholar 

  • Sharma GP, Raghubanshi AS et al (2011) Lantana camara L. invasion and impact on herb layer diversity and soil properties in a dry deciduous forest of India. Appl Ecol Environ Res 9:253–264

    Article  Google Scholar 

  • Shrestha UB, Gautam S, Bawa KS (2012) Widespread climate change in the Himalayas and associated changes in local ecosystems. PLoS One 7(5):e36741

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Singh G, Rawat GS (2012) Depletion of oak (Quercus spp.) forests in the western Himalaya: grazing, fuelwood and fodder collection. In: Akais OC (ed) Global perspectives on sustainable forest management. InTech Publication, Rijeka, pp 29–42

    Google Scholar 

  • Singh G, Padalia H, Rai ID et al (2016) Spatial extent and conservation status of Banj oak (Quercus leucotrichophora A. Camus) forests in Uttarakhand, Western Himalaya. Trop Ecol 57:255–262

    Google Scholar 

  • Stocker TF, Qin D, Plattner GK et al (2013) IPCC, 2013: climate change 2013: the physical science basis. Contribution of working group I to the fifth assessment report of the intergovernmental panel on climate change

  • Taylor S, Kumar L, Reid N, Kriticos DJ (2012) Climate change and the potential distribution of an invasive shrub, Lantana camara L. PLoS ONE 7:e35565

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Tiwari AK, Singh JS (1987) Analysis of forest land-use and vegetation in a part of Central Himalaya, using aerial photographs. Environ Conserv 14:233–244

    Article  Google Scholar 

  • Turner PJ, Downey PO (2007) The role of native birds in weed invasion, species decline, revegetation and reinvasion: consequences for Lantana management. In: Proceedings of the 16th Australian weeds conference. Queensland Weeds Society, Brisbane, pp 30–32

  • Tylianakis JM, Didham RK, Bascompte J, Wardle DA (2008) Global change and species interactions in terrestrial ecosystems. Ecol Lett 11:1351–1363

    Article  PubMed  Google Scholar 

  • Uebersax JS (1987) Diversity of decision-making models and the measurement of interrater agreement. Psychol Bull 101:140–146

    Article  Google Scholar 

  • Van Vuuren DP, Edmonds J, Kainuma M et al (2011) The representative concentration pathways: an overview. Clim Change 109:5–31

    Article  Google Scholar 

  • Villemant C, Barbet-Massin M, Perrard A et al (2011) Predicting the invasion risk by the alien bee-hawking Yellow-legged hornet Vespa velutina nigrithorax across Europe and other continents with niche models. Biol Conserv 144:2142–2150

    Article  Google Scholar 

  • Vitousek PM, D’antonio CM, Loope LL et al (1997) Introduced species: a significant component of human-caused global change. N Z J Ecol 21(1):1–16

    Google Scholar 

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Acknowledgements

This study was supported by the Queen Elizabeth Scholarship to Mungi and was carried out as a part of the collaborative effort between University of British Columbia (UBC) and Wildlife Institute of India (WII), specifically under the National Mission for Sustaining Himalayan Ecosystem (NMSHE), being implemented by the Department of Science and Technology, Government of India. We thank Jorma Neuvonen (UBC), Dan Naidu (UBC), Dr. V.B. Mathur (WII) and Dr. S. Sathyakumar (WII) for facilitating the study. We are grateful to the volunteers from Maharashtra who helped in collecting data through intensive ground survey and the anonymous reviewers who improved the content of manuscript.

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Correspondence to Ninad Avinash Mungi.

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Mungi, N.A., Coops, N.C., Ramesh, K. et al. How global climate change and regional disturbance can expand the invasion risk? Case study of Lantana camara invasion in the Himalaya. Biol Invasions 20, 1849–1863 (2018). https://doi.org/10.1007/s10530-018-1666-7

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