Human-elephant conflict and land cover change in Sri Lanka

被引:15
作者
Rathnayake, Chithrangani W. M. [1 ,2 ]
Jones, Simon [1 ]
Soto-Berelov, Mariela [1 ]
Wallace, Luke [3 ]
机构
[1] RMIT Univ, Sch Sci, Melbourne, Vic 3000, Australia
[2] Uva Wellassa Univ, Fac Anim Sci & Export Agr, Dept Export Agr, Passara Rd, Badulla 90000, Sri Lanka
[3] Univ Tasmania, Sch Geog Planning & Spatial Sci, Hobart, Tas 7000, Australia
关键词
Land use and land cover change (LULCC); Sri Lanka; Human -elephant conflict (HEC); Wildlife; Asian elephant ( Elephas maximus ); Hotspots; Time series remote sensing; HUMAN-WILDLIFE CONFLICT; ASIAN ELEPHANTS; TIME-SERIES; PATTERNS; DISTURBANCE; IMPACT; FOREST; COMPENSATION; LANDTRENDR; DYNAMICS;
D O I
10.1016/j.apgeog.2022.102685
中图分类号
P9 [自然地理学]; K9 [地理];
学科分类号
0705 ; 070501 ;
摘要
Human-elephant conflict (HEC) is a key environmental issue in number of Asian countries, including Sri Lanka. Incidents of HEC have significantly increased in Sri Lanka between 1991 and 2018, with 1734 human deaths reported in this period (281% increase), 4837 elephant deaths (1172% increase), 1053 human injuries (140% increase) and more than 23,000 property damage reports (1406% increase). In this study we present a Sri Lanka wide analysis to explore the role of land use and land cover change (LULCC) in relation to HEC, using official government data and a land cover change dataset (1993-2018) recently developed by the authors using satellite imagery from the Landsat archive. We investigated rates of HEC over time and compared these to rates of LULCC over the same period. We also present spatial analytics of HEC and LULCC, as well as determining hotspots of HEC and LULCC using a kernel density estimator. Annual HEC incidents were found to broadly increase in line with land use change events (r = 0.43, p < 0.05). Human deaths, elephant deaths, human injuries and property damage hotspots show distinct spatial patterns: human deaths and injuries being more concentrated in the North West, Polonnaruwa and Ampara, wildlife regions; while elephant deaths are spread throughout the HEC region and property damage is high in the Central, Polonnaruwa Anuradhapura, North West, and Southern wildlife regions. We found a strong negative correlation between HEC location and distance to LULCC events. In total, 98% HEC occurred within 1 km of an area that experienced recent LULCC Since 2017, the primary HEC hotspots have shifted to the south and east of the country in concert with LULCC. These countrywide perspectives could help inform HEC mitigation strategies in Sri Lanka and other countries facing similar human-wildlife challenges.
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页数:17
相关论文
共 61 条
  • [1] [Anonymous], 2008, IUCN RED LIST THREAT, P4
  • [2] Bandara R, 2002, NAT RESOUR J, V42, P491
  • [3] Breiman L., 2001, Machine Learning, V45, P5
  • [4] Using landscape connectivity to predict human-wildlife conflict
    Buchholtz, Erin K.
    Stronza, Amanda
    Songhurst, Anna
    McCulloch, Graham
    Fitzgerald, Lee A.
    [J]. BIOLOGICAL CONSERVATION, 2020, 248
  • [5] Global Biodiversity: Indicators of Recent Declines
    Butchart, Stuart H. M.
    Walpole, Matt
    Collen, Ben
    van Strien, Arco
    Scharlemann, Joern P. W.
    Almond, Rosamunde E. A.
    Baillie, Jonathan E. M.
    Bomhard, Bastian
    Brown, Claire
    Bruno, John
    Carpenter, Kent E.
    Carr, Genevieve M.
    Chanson, Janice
    Chenery, Anna M.
    Csirke, Jorge
    Davidson, Nick C.
    Dentener, Frank
    Foster, Matt
    Galli, Alessandro
    Galloway, James N.
    Genovesi, Piero
    Gregory, Richard D.
    Hockings, Marc
    Kapos, Valerie
    Lamarque, Jean-Francois
    Leverington, Fiona
    Loh, Jonathan
    McGeoch, Melodie A.
    McRae, Louise
    Minasyan, Anahit
    Morcillo, Monica Hernandez
    Oldfield, Thomasina E. E.
    Pauly, Daniel
    Quader, Suhel
    Revenga, Carmen
    Sauer, John R.
    Skolnik, Benjamin
    Spear, Dian
    Stanwell-Smith, Damon
    Stuart, Simon N.
    Symes, Andy
    Tierney, Megan
    Tyrrell, Tristan D.
    Vie, Jean-Christophe
    Watson, Reg
    [J]. SCIENCE, 2010, 328 (5982) : 1164 - 1168
  • [6] Campos-Arceiz A., 2009, GAJAH. Journal of the Asian Elephant Specialist Group, P5
  • [7] Change Vector Analysis in Posterior Probability Space: A New Method for Land Cover Change Detection
    Chen, Jin
    Chen, Xuehong
    Cui, Xihong
    Chen, Jun
    [J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2011, 8 (02) : 317 - 321
  • [8] Predicting Hotspots of Human-Elephant Conflict to Inform Mitigation Strategies in Xishuangbanna, Southwest China
    Chen, Ying
    Marino, Jorgelina
    Chen, Yong
    Tao, Qing
    Sullivan, Casey D.
    Shi, Kun
    Macdonald, David W.
    [J]. PLOS ONE, 2016, 11 (09):
  • [9] CHOUDHURY A., 2008, Elephas maximus. The IUCN red list of threatened species 2008, DOI DOI 10.2305/IUCN.UK.2008.RLTS.T7140A12828813.EN
  • [10] De Giglio M., 2016, MULTITEMPORAL ANAL L