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한반도 기후변화 적응 대상 식물 종풍부도 변화 예측 연구

Prediction of Potential Species Richness of Plants Adaptable to Climate Change in the Korean Peninsula

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주제분류환경공학

초록

본 연구는 한반도 기후변화 적응 대상식물을 대상으로 기후변화에 따른 종풍부도 변화를 예측해보고자 하였다. 대상종은 한반도 기후변화 적응 대상식물 중에서 특산식물 23종, 북방계식물 30종 그리고 남방계식물 36종으로 총 89종을 선정하였다. 기후변화에 따른 개별 종의 잠재서식지를 예측하여 합산하는 방식으로 종풍부도 변화를 예측하였다. 개별 종의 잠재서식지는 10개의 종분포모형 알고리즘을 함께 고려하는 앙상블모형을 구축하였다. 미래 예측 시기는 기후변화 시나리오 RCP4.5와 RCP8.5를 선정하여 2050년과 2070년을 예측하였다. 현재의 종풍부도는 국립공원, 강원도 백두대간 지역 그리고 남해도서지역을 중심으로 높게 나타났다. 미래 예측 결과, 기존에 높은 종풍부도를 보였던 국립공원과 강원도백두대간 지역은 낮아졌고 남해안 내륙지역은 보다 더 높아졌다. 종풍부도의 평균값을 비교해 보면 현재기준으로 국립공원 지역이 남한 전체지역보다 높으면서 큰 차이를 보였다. 하지만 기후변화에 따라서 국립공원 지역과 남한 전체지역의 차이가 줄어들었다. 특산식물과 북방계식물의 다수가 남한지역에서 사라지고 남방계식물이 북상하면서 이와 같은 결과를 보였다. 하지만 적합한 서식지로 이주가 이루어지지 않으면 종풍부도가 급격하게 감소하였다. 분산가능성의 가정에 따라 결과가 다르게 나타났다. 본 연구의 결과는 보전 계획 수립, 보호 지역 설정, 생물종 복원 그리고 기후변화 대응 전략 및 관리 방안 등에 활용될수 있을 것으로 판단된다.

Abstract

This study was designed to predict the changes in species richness of plants under the climate change in South Korea. The target species were selected based on the Plants Adaptable to Climate Change in the Korean Peninsula. Altogether, 89 species including 23 native plants, 30 northern plants, and 36 southern plants. We used the Species Distribution Model to predict the potential habitat of individual species under the climate change. We applied ten single-model algorithms and the pre-evaluation weighted ensemble method. And then, species richness was derived from the results of individual species. Two representative concentration pathways (RCP 4.5 and RCP 8.5) were used to simulate the species richness of plants in 2050 and 2070. The current species richness was predicted to be high in the national parks located in the Baekdudaegan mountain range in Gangwon Province and islands of the South Sea. The future species richness was predicted to be lower in the national park and the Baekdudaegan mountain range in Gangwon Province and to be higher for southern coastal regions. The average value of the current species richness showed that the national park area was higher than the whole area of South Korea. However, predicted species richness were not the difference between the national park area and the whole area of South Korea. The difference between current and future species richness of plants could be the disappearance of a large number of native and northern plants from South Korea. The additional reason could be the expansion of potential habitat of southern plants under climate change. However, if species dispersal to a suitable habitat was not achieved, the species richness will be reduced drastically. The results were different depending on whether species were dispersed or not. This study will be useful for the conservation planning, establishment of the protected area, restoration of biological species and strategies for adaptation of climate change.

참고문헌 (74)

  1. Algar AC, "Predicting the future of species diversity : macroecological theory, climate change, and direct tests of alternative forecasting methods", Ecography, 32, pp.22~33 (2009)
  2. Allouche O, "Assessing the accuracy of species distribution models : prevalence, kappa and the true skill statistic(TSS)", Journal of applied ecology, 43(6), pp.1223~1232 (2006)
  3. Araujo MB, "Validation of species-climate impact models under climate change", Global Change Biol., 11, pp.1504~1513 (2005)
  4. Araujo MB, "Climate warming and the decline of amphibians and reptiles in Europe", J. Biogeogr., 33, pp.1712~1728 (2006)
  5. Attorre F, "Comparison of interpolation methods for mapping climatic and bioclimatic variables at regional scale", International journal of climatology, 27(13), pp.1825~1843 (2007)
  6. Barry S, "Error and uncertainty in habitat models", Journal of Applied Ecology, 43(3), pp.413~423 (2006)
  7. Cornell HV, "Unsaturation and regional influences on species richness in ecological communities : a review of the evidence", Ecoscience, 6, pp.303~315 (1999)
  8. Dubuis A, "Predicting spatial patterns of plant species richness : a comparison of direct macroecological and species stacking modelling approaches", Diversity and Distributions, 17(6), pp.1122~1131 (2011)
  9. Elith J, "A statistical explanation of MaxEnt for ecologists", Diversity and distributions, 17(1), pp.43~57 (2011)
  10. Franklin J, "Mapping species distributions:spatial inference and prediction" (2010), Cambridge University Press
  11. Gioia P, "Biodiversity assessment : a case study in predicting richness from the potential distributions of plant species in the forests of southwestern Australia", Journal of Biogeography, 27, pp.1065~1078 (2000)
  12. Golicher DJ, "Effects of climate change on the potential species richness of Mesoamerican forests", Biotropica, 44(3), pp.284~293 (2012)
  13. Gotelli NJ, "Quantifying biodiversity : procedures and pitfalls in the measurement and comparison of species richness", Ecology letters, 4(4), pp.379~391 (2001)
  14. Grinnell J, "The origin and distribution of the chest-nut-backed chickadee", The Auk, 21(3), pp.364~382 (1904)
  15. Guisan A, "SESAM-a new framework integrating macroecological and species distribution models for predicting spatio-temporal patterns of species assemblages", Journal of Biogeography, 38(8), pp.1433~1444 (2011)
  16. Guisan A, "Equilibrium modeling of alpine plant distribution : how far can we go?", Phytocoenologia, 30, pp.353~384 (2000)
  17. Guisan A, "Predicting species distribution : offering more than simple habitat models", Ecology Letters, 8, pp.993~1009 (2005)
  18. Hijmans RJ, "Very high resolution interpolated climate surfaces for global land areas", International Journal of Climatology, 25, pp.1965~1978 (2005)
  19. IPCC, "Climate Change 2001: Impacts, Adaptation, and Vulnerability: Contribution of Working Group II to the Third Assessment Report of the Intergovernmental Panel on Climate Change" (2001), Cambridge University Press
  20. Climate Change 2014: Synthesis Report. Contribution of Working Groups I, II and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, "IPCC", IPCC, 151~ (2014)
  21. 정다정, "국가 생태정보를 활용한 생물다양성 지도 구축", 환경영향평가, 19(6), pp.573~581 (2010), 한국환경영향평가학회
  22. 강혜인, "생태계 보호지역의 생물다양성 평가지표 선정 및 적용 연구- 지리산 및 북한산 국립공원을 중심으로 -", 환경영향평가, 27(2), pp.114~123 (2018), 한국환경영향평가학회
  23. 김지연, "전국단위의 포유류 생물다양성우수지역 분석 연구", 환경영향평가, 23(6), pp.453~465 (2014), 한국환경영향평가학회[DOI]
  24. Kong WS, "Biogeography of Korean Plants", pp.336~ (2007), GEOBOOK
  25. Koo KA, "Potential effects of climate change on the distribution of cold-tolerant evergreen broadleaved woody plants in the korean peninsula", PloS one, 10(8), pp.e0134043~ (2015)
  26. Koo KA, "Future distributions of warm-adapted evergreen trees, Neolitsea sericea and Camellia japonica under climate change : ensemble forecasts and predictive uncertainty", Ecological Research, 33(2), pp.313~325 (2018)
  27. Koo KA, "Potential climate change effects on tree distributions in the Korean Peninsula : Understanding model & climate uncertainties", Ecological Modelling, 353, pp.17~27 (2017)
  28. Case Studies to Understand and Take Advantage of Climate Change Scenarios, "Korea Meteorological Administration", 14~ (2011)
  29. Distribution maps of vascular plants of Korean peninsula I. South coast province, "Korea National Arboretum", Korea National Arboretum, ~ (2004)
  30. Distribution maps of vascular plants of Korean peninsula II. South province (Jeollado &Jirisan), "Korea National Arboretum", Korea National Arboretum, ~ (2005)
  31. Distribution maps of vascular plants of Korean peninsula III. Central & South province (Chungcheong-do), "Korea National Arboretum", Korea National Arboretum, ~ (2006)
  32. Distribution maps of vascular plants of Korean peninsula IV. Central & south province (Gyeongsangbuk-do), "Korea National Arboretum", Korea National Arboretum, ~ (2007)
  33. Distribution maps of vascular plants of Korean peninsula V. Central province (Geonggido), "Korea National Arboretum", Korea National Arboretum, ~ (2008)
  34. Distribution maps of vascular plants of Korean peninsula VI. Central province (Gangwondo), "Korea National Arboretum", Korea National Arboretum, ~ (2009)
  35. 300 Target Plants Adaptable to Climate Chage in the Korean Peninsula, "Korea National Arboretum", Korea National Arboretum, ~ (2010)
  36. Distribution maps of vascular plants of Korean peninsula VII. South province (Gyeongsangnam-do) and Ulleung-do province, "Korea National Arboretum", Korea National Arboretum, ~ (2010)
  37. Distribution maps of vascular plants of Korean peninsula VIII. Jeju-do province, "Korea National Arboretum", Korea National Arboretum, ~ (2010)
  38. Distribution maps of vascular plants of Korean peninsula IX. West & South coast province, "Korea National Arboretum", Korea National Arboretum, ~ (2011)
  39. 권혁수, "지리산 지역의 생물종 분포모형 구축 및 종풍부도 평가", 대한공간정보학회지, 20(3), pp.11~18 (2012), 대한공간정보학회[DOI]
  40. 권혁수, "종분포모형의 불확실성 확인을 위한 앙상블모형 적용", 대한공간정보학회지, 22(4), pp.47~52 (2014), 대한공간정보학회[DOI]
  41. Lee WT, "Plant Geography", pp.414~ (2002)
  42. Liu C, "Selecting thresholds of occurrence in the prediction of species distributions", Ecography, 28, pp.385~393 (2005)
  43. Lobo JM, "AUC : A misleading measure of the performance of predictive distribution models", Global Ecol Biogeogr, 17(2), pp.145~151 (2008)
  44. Margalef DR, "Information theory in ecology", International Journal of General Systems, 3, pp.36~71 (1958)
  45. Mateo-Tomas P, "Alleviating human-wildlife conflicts : identifying the causes and mapping the risk of illegal poisoning of wild fauna", Journal of Applied Ecology, 49(2), pp.376~385 (2012)
  46. May RM, "How many species are there on earth?", Science, 241(4872), pp.1441~1449 (1988)
  47. McClean CJ, "African plant diversity and climate change", Annals of the Missouri Botanical Garden, 922, pp.139~152 (2005)
  48. Ministry of Environment, "The Biodiversity of Korea", pp.132~ (2012), The Biodiversity of Korea
  49. National Geographic Information Institute, "The national atlas of Korea. Physical Geography", 252~ (2014)
  50. National Geographic Information Institute, "The national atlas of Korea. Physical Geography", 243~ (2016)
  51. Nogues-Bravo D, "Scale effects and human impact on the elevational species richness gradients", Nature, 453, pp.216~219 (2008)
  52. Ortega-huerta MA, "Modelling spatial patterns of biodiversity for conservation prioritization in north-eastern Mexico", Divers. Distrib., 10(1), pp.39~54 (2004)
  53. 박효선, "복잡한 해안지역에서의 RCP 기후변화 시나리오 적용성 평가", Crisisonomy, 10(2), pp.215~230 (2014), (사)위기관리이론과실천
  54. 박선욱, "Climate-related range shifts of Ardisia japonica in the Korean Peninsula: a role of dispersal capacity", Journal of Ecology and Environment, 41(11), pp.310~317 (2017), 한국생태학회[DOI]
  55. 박선욱, "기후변화에 따른 송악의 잠재서식지 분포 변화 예측", 한국기후변화학회지, 7(3), pp.325~334 (2016), 한국기후변화학회[DOI]
  56. Parviainen M, "Using summed individual species models and state-of-theart modelling techniques to identify threatened plant species hotspots", Biological Conservation, 142, pp.2501~2509 (2009)
  57. Pearson RG, "Predicting the impacts of climate change on the distribution of species: are bioclimatic envelope models useful?", Global Ecology and Biogeography, 12, pp.361~371 (2003)
  58. Pearson RG, "Model-based uncertainty in species range prediction", Journal of Biogeography, 2006, pp.1~8 (2006)
  59. Pearson RG, "Species’ distribution modeling for conservation educators and practitioners. Synthesis", pp.50~ (2007), American Museum of Natural History
  60. Pielou EC, "Shannon’s formula as a measure of specific diversity : Its use and misuse", The American Naturalist, 100(914), pp.463~365 (1966)
  61. Pielou EC, "Ecological diversity", pp.165~ (1975), John Wiley & Sons Inc
  62. Schimper AFW, "Plant-Geography upon a physiological basis" (1903), Clarendon Press
  63. Secretariat of the Convention on Biological Diversity, "Global Biodiversity Outlook 4", pp.155~ (2014)
  64. 신만석, "종풍부도와 세분화된 관리지역 비교 연구 - 보령시를 대상으로 -", 환경영향평가, 24(1), pp.35~50 (2015), 한국환경영향평가학회[DOI]
  65. 신만석, "분산 능력을 고려한 기후변화에 따른 붉가시나무의잠재서식지 분포변화 예측연구", 환경영향평가, 27(3), pp.291~306 (2018), 한국환경영향평가학회
  66. Sinclair SJ, "How useful are species distribution models for managing biodiversity under future climates?", Ecology and Society, 15(1) (2010)
  67. Thomas CD, "Extinction risk from climate change", Nature, 427, pp.145~148 (2004)
  68. Thuiller W, "Effects of restricting environmental range data to project current and future species distributions", Ecography, 27, pp.165~172 (2004)
  69. Thuiller W, "Biomod-a platform for ensemble forecasting of species distributions", Ecography, 32(3), pp.369~373 (2009)
  70. Urquiza-haas T, "Regional scale effects of human density and forest disturbance on large-bodied vertebrates throughout the Yucatan Peninsula", Mexico. Biol. Conserv., 142, pp.134~148 (2009)
  71. Usher MB, "Wildlife conservation evaluation:Attributes criteria and values", pp.3~44 (1996), Chapman &Hall
  72. Wenger SJ, "Probabilistic accounting of uncertainty in forecasts of species distributions under climate change", Global Change Biology, 19(11), pp.3343~3354 (2013)
  73. Whittaker, RH, "Evolution and measurement of species diversity", Taxon, pp.213~251 (1972)
  74. Williams SE, "Climate change in Australian tropical rainforests and impending environmental catastrophe", Proceedings of the Royal Society of London B, 270, pp.1887~1892 (2003)

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