Modeling of multiple environmental hazards in protected areas (A study of Kouh-e-Khamin protected area: Kohgiluyeh-Boyer Ahmad Province)
Document Type : Research Paper
Author
Department of Forest Sciences, Faculty of Natural Resources and Erath Sciences, Shahrekord University, Shahrekord, Iran.
10.22059/jne.2023.365968.2604
Abstract
Enhancing management solutions and effective planning to prevent or mitigate the destruction occurring in ecosystems within protected areas relies heavily on the comprehensive mapping and assessment of exposure to various environmental hazards. Consequently, the primary objective of this study was to systematically map multiple environmental hazards and compute the exposure index across the Kouh-e-Khamin protected area in Kohgiluyeh-Boyer Ahmad province. The methodology involved mapping and calculating the risk values associated with eight environmental hazards, namely drought, evapotranspiration, wildfire, maximum temperatures, floods, landslides, the intensity of exploitation, and tourism activities. Through the utilization of the Delphi method to determine the relative weight of each hazard, a spatially explicit map depicting changes in the exposure index throughout the protected area was generated. The findings underscored that drought and wildfire exhibited the highest relative weight, while flood and landslide demonstrated the lowest relative weight among all environmental hazards. Spatial analysis of the exposure index indicated that 23% of the protected area fell within the low and very low exposure classes, while 33% were classified in the high and very high exposure classes. Areas with a very high level of exposure were predominantly situated in the eastern and northern sectors, whereas regions with very low and low exposure levels were concentrated in the central parts of the protected area. This research, by furnishing an accurate spatial representation of the severity of multiple environmental hazards, has contributed vital information for the facilitation of the vulnerability assessment process in the Kouh-e-Khamin protected area.
Keywords
Abdollahi, K., Bashir, I., Verbeiren, B., Harouna, M. R., Van Griensven, A., Huysmans, M., Batelaan, O., 2017. A distributed monthly water balance model: formulation and application on Black Volta Basin. Environmental Earth Sciences 76(198), 1-18.
Araújo, J.R., Ramos, A.M., Soares, P.M., Melo, R., Oliveira, S.C., Trigo, R.M., 2022. Impact of extreme rainfall events on landslide activity in Portugal under climate change scenarios. Landslides 19(10), 2279-2293.
Belsoy, J., Korir, J., Yego, J., 2012. Environmental impacts of tourism in protected areas. Journal of Environment and Earth Science 2(10), 64-73.
Ceballos, G., Ehrlich, P.R., Barnosky, A.D., García, A., Pringle, R.M., Palmer, T.M., 2015. Accelerated modern human–induced species losses: Entering the sixth mass extinction. Science Advances 1(5), e1400253.
Chowdhury, S., Jennions, M.D., Zalucki, M.P., Maron, M., Watson, J. E., Fuller, R. A., 2022. Protected areas and the future of insect conservation. Trends in Ecology & Evolution 38(1), 85-95.
Dinerstein, E., Vynne, C., Sala, E., Joshi, A.R., Fernando, S., Lovejoy, T.E., Wikramanayake, E., 2019. A global deal for nature: guiding principles, milestones, and targets. Science Advances 5(4), eaaw2869.
Ding, M., Wei, Y., 2022. A conceptual framework for quantitatively understanding the impacts of floods/droughts and their management on the catchment's social-ecological system (C-SES). Science of The Total Environment 828, 154041.
Donmez, C., Berberoglu, S., 2016. A comparative assessment of catchment runoff generation and forest productivity in a semi-arid environment. International Journal of Digital Earth 9(10), 942-962.
Dunn, C.J., D O’Connor, C., Abrams, J., Thompson, M.P., Calkin, D.E., Johnston, J. D., Gilbertson-Day, J., 2020. Wildfire risk science facilitates adaptation of fire-prone social-ecological systems to the new fire reality. Environmental Research Letters 15(2), 025001.
Ellison, A.M., 2000. Mangrove restoration: do we know enough?. Restoration Ecology 8(3), 219-229.
Ervin, J., 2003. Rapid assessment of protected area management effectiveness in four countries. BioScience 53(9), 833-841.
Eslami-Andargoli, L., Dale, P.E.R., Sipe, N., Chaseling, J., 2009. Mangrove expansion and rainfall patterns in Moreton Bay, southeast Queensland, Australia. Estuarine, Coastal and Shelf Science 85(2), 292-298.
Etemadi, H., Samadi, S.Z., Sharifikia, M., Smoak, J.M., 2016. Assessment of climate change downscaling and non-stationarity on the spatial pattern of a mangrove ecosystem in an arid coastal region of southern Iran. Theoretical and Applied Climatology 126, 35-49.
Ford, J.D., Pearce, T., McDowell, G., Berrang-Ford, L., Sayles, J.S., Belfer, E., 2018. Vulnerability and its discontents: the past, present, and future of climate change vulnerability research. Climatic Change 151, 189-203.
Gallopín, G.C., 2006. Linkages between vulnerability, resilience, and adaptive capacity. Global environmental change 16(3), 293-303.
The General Department of Environmental of Kohgiluyeh and Boyer Ahmad Province, (GDEEKBA), 2022. Management plan of Koh Khamin Protected Area. 236 p.
Ghanbari, A., Karmi, F., Saleki, M.A., 2016. Assessment of the occurrence of possible landslides in the area of Tabriz city, Journal of Spatial Analysis of Environmental Hazards 4(1), 1-16. (In Persian)
Gill, D.A., Mascia, M.B., Ahmadia, G.N., Glew, L., Lester, S.E., Barnes, M., Fox, H.E., 2017. Capacity shortfalls hinder the performance of marine protected areas globally. Nature 543(7647), 665-669.
Gonzalez-Fernandez, A., Segarra, J., Sunny, A., Couturier, S., 2022. Forest cover loss in the Nevado de Toluca volcano protected area (Mexico) after the change to a less restrictive category in 2013. Biodiversity and Conservation 31(3), 871-894.
Haghigian, F., 2018. Biological aspects of Heart moth, Dicycla oo L. (Lep., Noctuidae) in Chaharmahal and Bakhtiari Oak forests. Iranian Journal of Forests and Rangelands Protection Research (IJFRPR) 17(2), 257-264. (In Persian)
Hargreaves, G.H., 1994. Defining and using reference evapotranspiration. Journal of irrigation and drainage engineering 120(6), 1132-1139.
Jaafari, A., Rahmati, O., Zenner, E.K., Mafi-Gholami, D., 2022. Anthropogenic activities amplify wildfire occurrence in the Zagros eco-region of western Iran. Natural Hazards 114(1), 457-473.
Jia, C., Xinjun, Y., Sha, Y., Kongsen, W., Mengqi, D., Xin, W., 2018. The vulnerability evolution and simulation of social-ecological systems in a semi-arid area: a case study of Yulin city, China. Journal of Geographical Sciences 28(2), 152-174.
Jia, H., Wang, X., Sun, W., Mu, X., Gao, P., Zhao, G., Li, Z., 2022. Estimation of Soil Erosion and Evaluation of Soil and Water Conservation Benefit in Terraces under Extreme Precipitation. Water 14(11), 1675.
Jozi, S., Shafiei, M., 2009. Analyzing the environmental risks of Helle Bushehr protected area using AHP. Researches of the Journal of Marine Sciences and Techniques 4(3), 21-36. (in Persian)
Kanwar, N., Kuniyal, J.C., 2022. Vulnerability assessment of forest ecosystems focusing on climate change, hazards and anthropogenic pressures in the cold desert of Kinnaur district, northwestern Indian Himalaya. Journal of Earth System Science 131(1), 51.
Khosravi, K., Panahi, M., Golkarian, A., Keesstra, S.D., Saco, P.M., Bui, D.T., Lee, S., 2020. Convolutional neural network approach for spatial prediction of flood hazard at national scale of Iran. Journal of Hydrology 591, 125552.
Leberger, R., Rosa, I.M., Guerra, C.A., Wolf, F., Pereira, H.M., 2020. Global patterns of forest loss across IUCN categories of protected areas. Biological Conservation 241, 108299.
Macek, M., Kopecký, M., Wild, J., 2019. Maximum air temperature controlled by landscape topography affects plant species composition in temperate forests. Landscape Ecology 34, 2541-2556.
Mafi-Gholami, D., 2014. Assessing the vulnerability of mangroves in order to manage them sustainably (case study: mangroves of Hormozgan province). PhD Thesis, Faculty of Natural Resources, University of Tehran, 546 p. (In Persian)
Mafi-Gholami, D., Jaafari, A., Zenner, E.K., Kamari, A.N., Bui, D.T., 2020. Spatial modeling of exposure of mangrove ecosystems to multiple environmental hazards. Science of The Total Environment 740, 140167.
Mafi-Gholami, D., Pirasteh, S., Ellison, J.C., Jaafari, A., 2021. Fuzzy-based vulnerability assessment of coupled social-ecological systems to multiple environmental hazards and climate change. Journal of Environmental Management 299, 113573.
Mafi-Gholami, D., Zenner, E.K., Jaafari, A., Ward, R.D., 2019. Modeling multi-decadal mangrove leaf area index in response to drought along the semi-arid southern coasts of Iran. Science of the Total Environment 656, 1326-1336.
Mahmoudi, B., Zenner, E., Mafi-Gholami, D., Eshaghi, F., 2023. Livelihood Analysis and a New Inferential Model for Development of Forest-Dependent Rural Communities. Sustainability 15(11), 9008.
Marcinkowski, P., Szporak-Wasilewska, S., Kardel, I., 2022. Assessment of soil erosion under long-term projections of climate change in Poland. Journal of Hydrology 607, 127468.
Margules, C.R., Pressey, R.L., 2000. Systematic conservation planning. Nature 405(6783), 243-253.
Ngo, P.T.T., Panahi, M., Khosravi, K., Ghorbanzadeh, O., Kariminejad, N., Cerda, A., Lee, S., 2021. Evaluation of deep learning algorithms for national scale landslide susceptibility mapping of Iran. Geoscience Frontiers 12(2), 505-519.
Nguyen, K.A., Liou, Y.A., Terry, J.P., 2019. Vulnerability of Vietnam to typhoons: A spatial assessment based on hazards, exposure and adaptive capacity. Science of the Total Environment 682, 31-46.
Nikinmaa, L., Lindner, M., Cantarello, E., Jump, A.S., Seidl, R., Winkel, G., Muys, B., 2020. Reviewing the use of resilience concepts in forest sciences. Current Forestry Reports 6, 61-80.
Nitschke, C.R., Innes, J.L., 2008. Integrating climate change into forest management in South-Central British Columbia: an assessment of landscape vulnerability and development of a climate-smart framework. Forest Ecology and Management 256(3), 313-327.
Padhiary, J., Patra, K.C., Dash, S.S., 2022. A Novel Approach to identify the characteristics of Drought under Future Climate Change scenario. Water Resources Management 36(13), 5163-5189.
Petroni, M.L., Siqueira-Gay, J., Gallardo, A.L.C.F., 2022. Understanding land use change impacts on ecosystem services within urban protected areas. Landscape and Urban Planning 223, 104404.
Pomoim, N., Hughes, A.C., Trisurat, Y., Corlett, R.T., 2022. Vulnerability to climate change of species in protected areas in Thailand. Scientific Reports 12(1), 5705.
Rahimi, E., Dong, P., 2022. What are the main human pressures affecting Iran’s protected areas?. Journal of Environmental Studies and Sciences 12(4), 682-691.
Raymond, C., Horton, R.M., Zscheischler, J., Martius, O., AghaKouchak, A., Balch, J., White, K., 2020. Understanding and managing connected extreme events. Nature Climate Change 10(7), 611-621.
Reckien, D., 2018. What is in an index? Construction method, data metric, and weighting scheme determine the outcome of composite social vulnerability indices in New York City. Regional Environmental Change 18, 1439-1451.
Salazar, L.F., Poveda, G., Climáticos, C.P., 2006. Validation of diverse evapotranspiration estimation methods using the long-term water balance in the Amazon River Basin. In Proceedings (8, 24-28).
Senanayake, S., Pradhan, B., 2022. Predicting soil erosion susceptibility associated with climate change scenarios in the Central Highlands of Sri Lanka. Journal of Environmental Management 308, 114589.
Sistani, M. Negaresh, H. Fatuhi, P., 2015. Flood risk zoning in Gabrik catchment, Geography and Environmental Hazards 22(20), 162-182. (in Persian)
Sreeparvathy, V., Srinivas, V.V., 2022. Meteorological flash droughts risk projections based on CMIP6 climate change scenarios. npj Climate and Atmospheric Science 5(1), 77.
Su, S., Pi, J., Wan, C., Li, H., Xiao, R., Li, B., 2015. Categorizing social vulnerability patterns in Chinese coastal cities. Ocean & Coastal Management 116, 1-8.
Szlafsztein, C., Sterr, H., 2007. A GIS-based vulnerability assessment of coastal natural hazards, state of Pará, Brazil. Journal of Coastal Conservation 11, 53-66.
Timberlake, T.J., Schultz, C.A., 2019. Climate change vulnerability assessment for forest management: The case of the US Forest Service. Forests 10(11), 1030.
Turner, B.L., Kasperson, R.E., Matson, P.A., McCarthy, J.J., Corell, R.W., Christensen, L., Schiller, A., 2003. A framework for vulnerability analysis in sustainability science. Proceedings of the National Academy of Sciences 100(14), 8074-8079.
UNEP-WCMC., 2022. World Database on Protected Areas (WDPA). https://www.protect edplanet.net/.
Valiela, I., Bowen, J.L., York, J.K., 2001. Mangrove Forests: One of the World's Threatened Major Tropical Environments: At least 35% of the area of mangrove forests has been lost in the past two decades, losses that exceed those for tropical rain forests and coral reefs, two other well-known threatened environments. Bioscience 51(10), 807-815.
Vedeld, P., Angelsen, A., Bojö, J., Sjaastad, E., Berg, G.K., 2007. Forest environmental incomes and the rural poor. Forest Policy and Economics 9(7), 869-879.
Wear, D.N., Turner, M.G., Flamm, R.O., 1996. Ecosystem management with multiple owners: landscape dynamics in a southern Appalachian watershed. Ecological Applications 6(4), 1173-1188.
Wolf, I.D., Croft, D.B., Green, R.J., 2019. Nature conservation and nature-based tourism: A paradox?. Environments 6(9), 104.
Xiao, J., Sun, G., Chen, J., Chen, H., Chen, S., Dong, G., Zhou, J., 2013. Carbon fluxes, evapotranspiration, and water use efficiency of terrestrial ecosystems in China. Agricultural and forest meteorology 182, 76-90.
Zhang, Y., Zhou, D., Li, Z., Qi, L., 2020. Spatial and temporal dynamics of social-ecological resilience in Nepal from 2000 to 2015. Physics and Chemistry of the Earth, Parts A/B/C, 120, 102894.
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