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How will forest fires impact the distribution of endemic plants in the Himalayan biodiversity hotspot?

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Abstract

Global warming is causing shifts in distribution of plants, leading to alterations in the native flora. In addition, increased intensity and frequency of wildfires is posing threats to Himalayan ecosystems. Modeling a species’ ecological niche and its potential distribution under projected impacts of climate change and distribution of wildfires provides an understanding of the behavior of native flora in altered climatic conditions. In this study, we predicted future distribution of four endemic tree species Pinus roxburghii, Quercus semecarpifolia, Rhododendron arboretum, and Cedrus deodara in western Himalaya under A1B scenario of Special Report on Emission Scenarios for 2030, 2050, and 2080, under two conditions: (i) without wildfire and (ii) with wildfire. We included wildfire occurrence as a predictor variable in the Maxent model along with 35 climate variables, to predict the future distribution of four indicator species. As per the predictions, there will be a significant reduction in the geographic distribution of the indicator species under the ‘with wildfire’ scenario as compared to the ‘without wildfire’ scenario. The future distribution range was shifted towards the northern and north-eastern regions of our study area owing to higher moisture availability. We predicted reduction in the range of C. deodara during 2030, R. arboreum during 2050, and P. roxburghii during 2080, while the distribution of Q. semecarpifolia remained unchanged. Our modeling predicted that climate change could induce reduction, expansion, and shift in the distributions of endemic plant species, which could lead to alteration in the endemic flora of the Himalayas.

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References

  • Ahmad F, Goparaju L (2018) Climate change and its impact on Forest Fire in the state of Himachal Pradesh and Uttarakhand states of India: remote sensing and GIS analysis. Contemp Trends Geosci 7(2):229–246

    Article  Google Scholar 

  • Araujo MB, Rahbek C (2006) How does climate change affect biodiversity? Science 313:1396–1397

    Article  CAS  Google Scholar 

  • Araujo MB, Alagador D, Cabeza M, Nogués-Bravo D, Thuiller W (2011) Climate change threatens European conservation areas. Ecol Lett 14:484–492

    Article  Google Scholar 

  • Ashcroft MB (2010) Identifying refugia from climate change. J Biogeogr 37:1407–1413

    Google Scholar 

  • Bellard C, Bertelsmeier C, Leadley P, Thuiller W, Courchamp F (2012) Impacts of climate change on the future of biodiversity. Ecol Lett 15:365–377

    Article  Google Scholar 

  • Bharti RR, Adhikari BS, Rawat GS (2011) Assessing vegetation changes in timberline ecotone of Nanda Devi National Park, Uttarakhand. Int J Appl Earth Observ Geoinf 18:472–479

    Article  Google Scholar 

  • Bond WJ, Van Wilgen BW (1996) Fire and plants. Chapman & Hall, London, p 263

    Book  Google Scholar 

  • Brotons L, Herrando S, Pla M (2007) Updating bird species distribution at large spatial scales: applications of habitat modeling to data from longoterm monitoring programs. Divers Distrib 13:276–288

    Article  Google Scholar 

  • Certini G (2005) Effects of fire on properties of forest soils: a review. Oecologia 143(1):1

    Article  Google Scholar 

  • Chakraborty A, Joshi PK (2016) Mapping disaster vulnerability in India using analytical hierarchy process. Geomat Nat Hazards Risk 7(1):308–325

    Article  Google Scholar 

  • Chandra KK, Bhardwaj AK (2015) Incidence of forest fire in India and its effect on terrestrial ecosystem dynamics, nutrient and microbial status of soil. Int J Agric For 5(2):69–78

    Google Scholar 

  • Chaudhari P, Bawa KS (2011) Local perceptions of climate change validated by scientific evidence in the Himalayas. Biol Lett 7:767–770

    Article  Google Scholar 

  • Chen I, Hill JK, Ohlemüller R, Roy DB, Thomas CD (2011) Rapid range shifts of species associated with high levels of climate warming. Science 333:1024–1026

    Article  CAS  Google Scholar 

  • Chitale VS, Behera MD (2012) Can the distribution of sal (Shorea robusta Gaertn. f.) shift in the northeastern direction in India due to changing climate? Curr Sci 102(8):1126–1135

    Google Scholar 

  • Chitale VS, Behera MD, Roy PS (2014) Future of endemic flora of biodiversity hotspots in India. PLoS ONE 9(12):e115264

    Article  Google Scholar 

  • Cotton PA (2003) Avian migration phenology and global climate change. Proc Natl Acad Sci USA 100:12219–12222

    Article  CAS  Google Scholar 

  • DeBano LF, DeBano LF, Neary DG, Ffolliott PF (1998) Fire effects on ecosystems. Wiley, New York

    Google Scholar 

  • Elith J, Phillips SJ, Hastie T, Dudík M, Chee YE, Yates CJ (2011) A statistical explanation of MaxEnt for ecologists. Divers Distrib 17(1):43–57

    Article  Google Scholar 

  • Fitter AH, Fitter RSR (2002) Rapid Changes in Flowering Time in British Plants. Science 296:1689–1691

    Article  CAS  Google Scholar 

  • Guisan A, Thuiller W (2005) Predicting species distribution: offering more than simple habitat models. Ecol Lett 8:993–1009

    Article  Google Scholar 

  • Gupta S, Roy A, Bhavsar D, Kala R, Singh S, Kumar AS (2018) Forest fire burnt area assessment in the biodiversity rich regions using geospatial technology: Uttarakhand Forest Fire event 2016. J Indian Soc Remote Sens 46(6):945–955

    Article  Google Scholar 

  • Hampe A (2004) Bioclimate envelope models: what they detect and what they hide. Glob Ecol Biogeogr 13:469–471

    Article  Google Scholar 

  • Hannah L, Midgley G, Andelman S, Araújo M, Hughes G, Martinez-Meyer E, Pearson R, Williams P (2007) Protected area needs in a changing climate. Front Ecol Environ 5:131–138

    Article  Google Scholar 

  • Hussain A, Negi AK, Todaria NP (2018) History of forest fire around globe, India and Uttarakhand—a brief scenario. J Agric Technol 5(1):7

    Google Scholar 

  • Intergovernmental panel on climate change (2001) Climate change; IPCC third assessment report. Geneva, IPCC Secretariat

  • IPCC Climate Change (2013) The physical science basis. Contribution of working group I to the fifth assessment report of the Intergovernmental Panel on Climate Change. In: Stocker TF, Qin D, Plattner GK, Tignor M, Allen SK, Boschung J, Nauels A, Xia Y, Bex V, Midgley PM (eds) Cambridge University Press. United Kingdom and New York, Cambridge, p 1535

    Google Scholar 

  • Iverson LR, Prasad AM, Matthews SN, Peters M (2008) Estimating potential habitat for 134 eastern US tree species under six climate scenarios. For Ecol Manag 254:390–406

    Article  Google Scholar 

  • Kelkar U, Narula KK, Sharma VP, Chandna U (2008) Vulnerability and adaptation to climate variability and water stress in Uttarakhand State, India. Glob Environ Change. 18(4):564–574

    Article  Google Scholar 

  • Kelly AE, Goulden ML (2008) Rapid shifts in plant distribution with recent climate change. Proc Natl Acad Sci USA 105:11823–11826

    Article  CAS  Google Scholar 

  • Kittur BH, Swamy SL, Bargali SS, Jhariya MK (2014) Wildland fires and moist deciduous forests of Chhattisgarh, India: divergent component assessment. J For Res 25(4):857–866

    Article  CAS  Google Scholar 

  • Kriticos DJ, Webber BL, Leriche A, Ota N, Macadam I, Bathols J, Scott JK (2012) CliMond: global high-resolution historical and future scenario climate surfaces for bioclimatic modelling. Methods Ecol Evol 3:53–64

    Article  Google Scholar 

  • Kueppers LM, Snyder MA, Sloan LC, Zavaleta ES, Fulfrost B (2005) Modeled regional climate change and California endemic oak ranges. Proc Natl Acad Sci USA 102:16281–16286

    Article  CAS  Google Scholar 

  • Leach K, Zalat S, Gilbert F (2013) Egypt’s protected area network under future climate change. Biol Conserv 159:490–500

    Article  Google Scholar 

  • Loarie SR, Carter BE, Hayhoe K, McMahon S, Moe R et al (2008a) Climate change and the future of California’s Endemic Flora. PLoS ONE 3(6):e2502

    Article  Google Scholar 

  • Loarie SR, Carter BE, Hayhoe K, McMahon S, Moe R, Knight CA, Ackerly DD (2008b) Climate change and the future of California’s endemic flora. PLoS ONE 3:e2502

    Article  Google Scholar 

  • Luoto M, Heikkinen R (2007) Disregarding topographical heterogeneity biases species turnover assessments based on bioclimatic models. Glob Change Biol 14:483–494

    Article  Google Scholar 

  • Luoto M, Virkkala R, Heikkinen RK (2006) The role of land cover in bioclimatic models depends on spatial resolution. Glob Ecol Biogeogr 16:34–42

    Article  Google Scholar 

  • Matin S, Chitale VS, Behera MD, Mishra B, Roy PS (2012) Fauna data integration and species distribution modelling as two major advantages of geoinformatics-based phytobiodiversity study in today’s fast changing climate. Biodivers Conserv 21(5):1229–1250

    Article  Google Scholar 

  • McDowell N (2002) Melting ice triggers Himalayan flood warning. Nature 416:776–776

    Article  CAS  Google Scholar 

  • Melles S, Fortin MJ, Lindsay K, Badzinski D (2010) Expanding northward: influence of climate change, forest connectivity, and population processes on a threatened species’ range shift. Glob Change Biol 17:17–31

    Article  Google Scholar 

  • Moradi S, Ilanloo SS, Kafash A, Yousefi M (2019) Identifying high-priority conservation areas for avian biodiversity using species distribution modeling. Ecol Indic. 1(97):159–164

    Article  Google Scholar 

  • Murthy KK, Sinha SK, Kaul R, Vaidyanathan S (2019) A fine-scale state-space model to understand drivers of forest fires in the Himalayan foothills. For Ecol Manag 15(432):902–911

    Article  Google Scholar 

  • Myers N, Mittermeier RA, Mittermeier CG, Da Fonseca GA, Kent J (2000) Biodiversity hotspots for conservation priorities. Nature 403(6772):853–858

    Article  CAS  Google Scholar 

  • Nakicenovic N, Alcamo J, Davis G, de Vries B, Fenhann J, Gaffin S, Gregory K, Grubler A, Jung T Y, Kram T (2000) Special report on emissions scenarios: a special report of Working Group III of the Intergovernmental Panel on Climate Change

  • North MP, Stephens SL, Collins BM, Agee JK, Aplet G, Franklin JF, Fulé PZ (2015) Reform forest fire management. Science 349(6254):1280–1281

    Article  CAS  Google Scholar 

  • Panigrahy S, Anitha D, Kimothi M, Singh S (2010) Timberline change detection using topographic map and satellite imagery. Trop Ecol 51:87–91

    Google Scholar 

  • Parry ML, Canziani O F, Palutikof JP, van der Linden PJ, Hanson CE (2007) Contribution of working group II to the fourth assessment report of the intergovernmental panel on climate change. Cambridge, UK976

  • Pearson RG, Dawson TP, Liu C (2004) Modelling species distributions in Britain: a hierarchical integration of climate and land-cover data. Ecography 27:285–298

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Roy PS (2004) Forest fire and degradation assessment using satellite remote sensing and geographic information systems. In: Sivakumar MVK, Roy PS, Harmesen K, Saha SK (eds) Satellite remote sensing and GIS applications in agricultural meteorology. World Meteorological Organization, Geneva, pp 361–400

    Google Scholar 

  • Roy PS, Karnatak H, Kushwaha S, Roy A, Saran S (2012) India’s plant diversity database at landscape level on geospatial platform: prospects and utility in today’s changing climate. Curr Sci 102:1136

    Google Scholar 

  • Sahni K (1990) Gymnosperms of India and adjacent countries. Dehra Dun: Bishen Singh Mahendra Pal Singh 169:p30

    Google Scholar 

  • Saran S, Joshi R, Sharma S, Padalia H, Dadhwal VK (2010) Geospatial modeling of Brown oak (Quercus semecarpifolia) habitats in the Kumaun Himalaya under climate change scenario. J Indian Soc Remote Sens 38(3):535–547

    Article  Google Scholar 

  • Semwal R, Mehta J (1996) Ecology of forest fires in chir pine (Pinus roxburghii Sarg.) forests of Garhwal Himalaya. Curr Sci 70:426–427

    Google Scholar 

  • Sharma R, Sharma N, Shrestha D, Luitel KK, Arrawatia M, Pradhan S (2010) Study of forest fires in Sikkim Himalayas, India using remote sensing and GIS techniques. In: Climate change in Sikkim, pp 233–244

  • Shrestha UB, Bawa KS (2014) Impact of climate change on potential distribution of Chinese caterpillar fungus (Ophiocordyceps sinensis) in Nepal Himalaya. PLoS ONE 9(9):e106405

    Article  Google Scholar 

  • Slik JF, Verburg RW, Keßler PJ (2002) Effects of fire and selective logging on the tree species composition of lowland dipterocarp forest in East Kalimantan, Indonesia. Biodiv Conserv 11(1):85–98

    Article  Google Scholar 

  • Singh S (2019) Forest landscape characterization for biodiversity conservation planning and management gaps in Northwestern himalaya using geospatial technology. In: Remote Sensing of Northwest Himalayan Ecosystems. Springer, Singapore, pp. 197–236

  • Singh C, Panigrahy S, Thapliyal A, Kimothi M, Soni P, Parihar J (2012) Monitoring the alpine treeline shift in parts of the Indian Himalayas using remote sensing. Curr Sci 102(4):559–562

    Google Scholar 

  • Telwala Y, Brook BW, Manish K, Pandit MK (2013) Climate-induced elevational range shifts and increase in plant species richness in a himalayan biodiversity epicentre. PLoS ONE 8:e57103

    Article  CAS  Google Scholar 

  • Thapa S, Chitale V, Rijal SJ, Bisht N, Shrestha BB (2018) Understanding the dynamics in distribution of invasive alien plant species under predicted climate change in Western Himalaya. PLoS ONE 13(4):e0195752

    Article  Google Scholar 

  • Thuiller W, Araujo MB, Lavorel S (2004) Do we need landcover data to model species distributions in Europe? J Biogeogr 31:353–361

    Article  Google Scholar 

  • Trabaud L (1987) Fire and survival traits in plants. In: Trabaud L (ed) The role of fire in ecological ecosystems. SPB Academic Publishers, The Hague, pp 65–90

    Google Scholar 

  • Trivino M, Thuiller W, Cabeza M, Hickler T, Araújo MB (2011) The contribution of vegetation and landscape configuration for predicting environmental change impacts on Iberian birds. PLoS ONE 6(12):29373

    Article  Google Scholar 

  • Velásquez-Tibatá J, Salaman P Graham CH (2012) Effects of climate change on species distribution, community structure, and conservation of birds in protected areas in Colombia; Regional Environmental Change, pp 1–14

  • Verma S, Jayakumar S (2015) Post-fire regeneration dynamics of tree species in a tropical dry deciduous forest, Western Ghats, India. For Ecol Manag 1(341):75–82

    Article  Google Scholar 

  • Wheelan RJ (1995) The ecology of fire. Cambridge University Press, London

    Google Scholar 

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Acknowledgements

The authors are thankful to Dr. PS Roy, Project Director, ‘Biodiversity characterization at landscape level’ project at Indian Institute of Remote Sensing, Dehradun, India for providing the field location information on occurrence of four indicator species in the western Himalaya. The authors are thankful to the two anonymous reviewers and the editors of the journal for their comment that has helped us improve the earlier versions of the manuscript.

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The views and interpretations in this publication are those of the authors and are not necessarily attributable to ICIMOD.

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Correspondence to Vishwas Chitale.

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Communicated by M.D. Behera, S.K. Behera and S. Sharma.

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Chitale, V., Behera, M.D. How will forest fires impact the distribution of endemic plants in the Himalayan biodiversity hotspot?. Biodivers Conserv 28, 2259–2273 (2019). https://doi.org/10.1007/s10531-019-01733-8

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  • DOI: https://doi.org/10.1007/s10531-019-01733-8

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