environmental problems; mean variance analysis; provincial development; remote sensing; resource and environmental carrying capacity (RECC); Environmental Science (all); General Environmental Science; Religious studies; Cultural Studies
Abstract :
[en] Urbanization and mass movement of the population from rural areas and small cities to megacities have led to environmental, economic, and social problems in Iran. In dealing with these challenges, assessing resource and environmental carrying capacity (RECC) is considered an effective method to leverage space and capital to achieve sustainable development. This study aimed to rank the provincial RECC in Iran. Toward this purpose, environmental indices were generated from remotely sensed and statistical census data. Then, the provinces were scored in terms of environmental, economic, and infrastructural carrying capacities, and RECC using the mean variance analysis method. Results demonstrated that in most areas, there is no relationship between economic and infrastructural capacities and development. Statistically, a correlation coefficient of −0.53 between economic and environmental carrying capacities indicated excessive use of environmental capacities. Moreover, the spatial distribution pattern of environmental, economic, and infrastructural carrying capacity was entirely heterogeneous between the provinces; there was a northeast–southwest pattern in terms of infrastructural capacity and an economic pattern from north to south. The distribution pattern of RECC is most consistent with the environmental capacity, pointing at the high weight of the indicators of the RECC model. In conclusion, this research offers a new vision for policymakers and provides a theoretical and applicable framework for implementing sustainable strategies in land-use planning. It is recommended that the RECC concept and tools can be used not only for planning but also for measuring the efficiency of spatial development programs and establishing land balances in the region.
Disciplines :
Environmental sciences & ecology
Author, co-author :
Karami, Hossein; Environmental Sciences Research Institute, Shahid Beheshti University, Tehran, Iran
Sayahnia, Romina ; Environmental Sciences Research Institute, Shahid Beheshti University, Tehran, Iran
Mahmoudi, Hossein ; Environmental Sciences Research Institute, Shahid Beheshti University, Tehran, Iran
Azadi, Hossein ; Université de Liège - ULiège > TERRA Research Centre > Modélisation et développement
Salehi, Sadegh; Faculty of Humanities and Social Sciences, University of Mazandaran, Babolsar, Iran
Language :
English
Title :
Spatial analysis of resources and environmental carrying capacity in Iran
Amiri, M. J., & Eslamian, S. (2010). Investigation of climate change in Iran. Journal of Environmental Science and Technology, 3, 208–216.
Arbolino, R., Yigitcanlar, T., L'Abbate, P., & Ioppolo, G. (2019). Effective growth policymaking: Estimating provincial territorialdevelopment potentials. Land Use Policy, 86, 313–321. https://doi.org/10.1016/j.landusepol.2019.05.009
Bao, H., Wang, C., Han, L., Wu, S., Lou, L., Xu, B., & Liu, Y. (2020). Resources and environmental pressure, carrying capacity, and governance: A case study of YangtzeRiver Economic Belt. Sustainability, 12, 1567.
Bustos, M. L., Zilio, M. I., Ferrelli, F., Piccolo, M. C., Perillo, G. M. E., Van Waarde, G., & Manstretta, G. M. M. (2021). Tourism in the COVID-19 context in mesotidal beaches: Carrying capacity for the 2020/2021 summer season in Pehuén Co, Argentina. Ocean & Coastal Management, 206, 105584.
Chapman, E. J., & Byron, C. (2018). The flexible application of carrying capacity in ecology. Global Ecology and Conservation, 13, e00365. https://doi.org/10.1016/j.gecco.2017.e00365
Dan-lin, Y., & Han-ying, M. (2002). Regional carrying capacity: Case studies of Bohai rim area. Journal of Geographical Sciences, 12(2), 177–185.
Davis, D. E., & Keating, A. M. (2015). Development and urbanization. In J. D. Wright (Ed.), International encyclopedia of the social & behavioral sciences (2nd ed., pp. 282–289). Elsevier.
Doganca Kucuk, Z., & Saysel, A. K. (2018). Developing seventh grade students' understanding of complex environmental problems with systems tools and representations: A quasi-experimental study. Research in Science Education, 48, 491–514. https://doi.org/10.1007/s11165-017-9620-8
Elahi, E., Khalid, Z., Tauni, M. Z., Zhang, H., & Lirong, X. (2021). Extreme weather events risk to crop-production and the adaptation of innovative management strategies to mitigate the risk: A retrospective survey of rural Punjab, Pakistan. Technovation, 117, 102255. https://doi.org/10.1016/j.technovation.2021.102255
Elahi, E., Khalid, Z., & Zhang, Z. (2022). Understanding farmers' intention and willingness to install renewable energy technology: A solution to reduce the environmental emissions of agriculture. Applied Energy, 309, 118459. https://doi.org/10.1016/j.apenergy.2021.118459
Elahi, E., Zhixin, Z., Khalid, Z., & Xu, H. (2022). Application of an artificial neural network to optimise energy inputs: An energy-and cost-saving strategy for commercial poultry farms. Energy, 244, 123169. https://doi.org/10.1016/j.energy.2022.123169
Feng, Z., Tong, S., Yanzhao, Y., & Huimin, Y. (2018). The Progress of resources and environment carrying capacity: From single-factor carrying capacity research to comprehensive research. Journal of Resources and Ecology, 9, 125–134.
Fernández-Villarán, A., Espinosa, N., Abad, M., & Goytia, A. (2020). Model for measuring carrying capacity in inhabited tourism destinations. Portuguese Economic Journal, 19, 213–241. https://doi.org/10.1007/s10258-020-00173-5
Fonseca, J., Basso, E., Serrano, D., & Navedo, J. G. (2017). Effects of tidal cycles on shorebird distribution and foraging behaviour in a coastal tropical wetland: Insights for carrying capacity assessment. Estuarine, Coastal and Shelf Science, 198(Part A), 279–287. https://doi.org/10.1016/j.ecss.2017.09.016
Fuseini, I., & Kemp, J. (2015). A review of spatial planning in Ghana's socio-economic development trajectory: A sustainable development perspective. Land Use Policy, 47, 309–320.
Ghiami-Shomami, F., Sabziparvar, A.-A., & Shinoda, S. (2018). Long-term comparison of the climate extremes variability in different climate types located in coastal and inland regions of Iran.
He, L., Du, Y., Wu, S., & Zhang, Z. (2021). Evaluation of the agricultural water resource carrying capacity and optimization of a planting-raising structure. Agricultural Water Management, 243, 106456.
Henderson, J. V. (2005). Chapter 24—Urbanization and growth. In P. Aghion & S. N. Durlauf (Eds.), Handbook of economic growth (Vol. 1, pp. 1543–1591). Elsevier.
Irankhahi, M., Jozi, S. A., Farshchi, P., Shariat, S. M., & Liaghati, H. (2017). Combination of GISFM and TOPSIS to evaluation of urban environment carrying capacity (case study: Shemiran City, Iran). International journal of Environmental Science and Technology, 14, 1317–1332. https://doi.org/10.1007/s13762-017-1243-0
Jinru, X., & Su, B. (2017). Significant remote sensing vegetation indices: A review of developments and applications. Journal of Sensors, 2017, 1–17.
Lane, M. (2010). The carrying capacity imperative: Assessing regional carrying capacity methodologies for sustainable land-use planning. Land Use Policy, 27(4), 1038–1045. https://doi.org/10.1016/j.landusepol.2010.01.006
Lane, M. (2017). Exploring short-term and long-term time frames in Australian population carrying capacity assessment. Population and Environment, 38, 309–324. https://doi.org/10.1007/s11111-016-0264-9
Li, K., Jin, X., Ma, D., & Jiang, P. (2019b). Evaluation of Resource and Environmental Carrying Capacity of China's Rapid-Urbanization Areas—A Case Study of Xinbei District, Changzhou.
Li, K., Jin, X., Ma, M., & Jiang, P. (2019a). Evaluation of resource and environmental carrying capacity of China's rapid-urbanization areas- a case study of Xinbei District, Changzhou. Land, 8, 69. https://doi.org/10.3390/land8040069
Liu, R. Z., & Borthwick, A. G. L. (2011). Measurement and assessment of carrying capacity of the environment in Ningbo, China. Journal of Environmental Management, 92(8), 2047–2053.
Liu, Y., Zhang, J., Wang, S., Wang, Y., & Zhao, A. (2018). Assessment of Environmental Carrying Capacity Using Principal Component Analysis.
López-Dóriga, U., Jiménez, J. A., Valdemoro, H. I., & Nicholls, R. J. (2019). Impact of sea-level rise on the tourist-carrying capacity of Catalan beaches. Ocean & Coastal Management, 170, 40–50.
Mansouri Daneshvar, M. R., Ebrahimi, M., & Nejadsoleymani, H. (2019). An overview of climate change in Iran: facts and statistics.
Mansouri Daneshvar, M. R., Khatami, F., & Zahed, F. (2017). Ecological carrying capacity of public green spaces as a sustainability index of urban population: A case study of Mashhad city in Iran. Modeling Earth Systems and Environment, 3(3), 1161–1170. https://doi.org/10.1007/s40808-017-0364-2
Mashayekhan, A., Mohamadi Calichi, M., Rassam, G. H., et al. (2014). Recreation carrying capacity sstimations to support Forest Park management (case study: Telar forest park, Ghaemshahr, Iran). World Applied Sciences Journal, 29(3), 421–425. https://doi.org/10.5829/idosi.wasj.2014.29.03.1571
Mokhtari, Z., Barghjelveh, S., & Sayahnia, R. (2021). Heterogeneity of the thermal environment and its ecological evaluation in the urban region of Karaj. Geography and Environmental Sustainability, 11(4), 37–58. https://doi.org/10.22126/ges.2021.6654.2418
Mokhtari, Z., Barghjelveh, S., Sayahnia, R., Karami, P., Qureshi, S., & Russo, A. (2022). Spatial pattern of the green heat sink using patch-and network-based analysis: Implication for urban temperature alleviation. Sustainable Cities and Society, 83, 103964.
NASA. (2019). MODIS Vegetation Index Products, 2019. https://modis.gsfc.nasa.gov
NEO. (2019). NASA Earth Observations, 2019. https://neo.sci.gsfc.nasa.gov/
Odum, E. P., & Barrett, G. W. (1971). Fundamentals of ecology. Saunders. Q. H. O., O. E. P., W. B. S. Company. Q. H. O., O. E. P., W. B. S. Company.
Ostad-Ahmad-Ghorabi, M. J., & Attari, M. (2013). Advancing environmental evaluation in cement industry in Iran. Journal of Cleaner Production, 41, 23–30. https://doi.org/10.1016/j.jclepro.2012.10.002
Pahuluan, A., Soeprobowati, T., & Hadiyanto, H. (2017). Environmental carrying capacity based on land balance for evaluation planning of spatial and regional in Solok regency, West Sumatra. Journal of Ecological Engineering, 18, 22–30.
Peng, B., Li, Y., Elahi, E., & Wei, G. (2019). Dynamic evolution of ecological carrying capacity based on the ecological footprint theory: A case study of Jiangsu province. Ecological Indicators, 99, 19–26.
Peng, T., & Deng, H. (2021). Evaluating urban resource and environment carrying capacity by using an innovative indicator system based on eco-civilization—A case study of Guiyang. Environmental Science and Pollution Research, 28(6), 6941–6955.
Pettorelli, N., Vik, J. O., Mysterud, A., Gaillard, J.-M., Tucker, C. J., & Stenseth, N. C. (2005). Using the satellite-derived NDVI to assess ecological responses to environmental change. Trends in Ecology & Evolution, 20(9), 503–510.
Price, D. (1999). Carrying capacity reconsidered. Population and Environment, 21(1), 5–26.
Pulselli, F., & Coscieme, L. (2014). Earth's carrying capacity. In A. C. Michalos (Ed.), Encyclopedia of quality of life and well-being research (pp. 1748–1751). Springer Netherlands.
Qiu, M., Delic, A., & Raeymaekers, B. (2012). The effect of texture shape on the load-carrying capacity of gas-lubricated parallel slider bearings. Tribology Letters, 48, 315–327. https://doi.org/10.1007/s11249-012-0027-4
Reis, P. (2020). Environmental citizenship and youth activism. In A. Hadjichambis, et al. (Eds.), Conceptualizing environmental citizenship for 21st century education. Environmental discourses in science education (Vol. 4). Springer.
Santoso, E. B., Handayeni, K. D. M. E., Aulia, B., & Ghozali, A. (2014). Concept of carrying capacity: Challenges in spatial planning (case study of East Java Province, Indonesia). Procedia - Social and Behavioral Sciences, 135, 130–135. https://doi.org/10.1016/j.sbspro.2014.07.336
Sayre, N. F. (2008). The genesis, history, and limits of carrying capacity. Annals of the Association of American Geographers, 98(1), 120–134.
SCI. (2016). Population and housing census. Statistical Centre of Iran.
Shen, L., Shu, T., Liao, X., Yang, N., Ren, Y., Zhu, M., Cheng, G., & Wang, J. (2020). A new method to evaluate urban resources environment carrying capacity from the load-and-carrier perspective. Resources, Conservation and Recycling, 154, 104616.
Świąder, M., Lin, D., Szewrański, S., Kazak, J. K., Iha, K., van Hoof, J., Belčáková, I., & Altiok, S. (2020). The application of ecological footprint and biocapacity for environmentalcarrying capacity assessment: A new approach for European cities. Environmental Science and Policy, 105, 56–74. https://doi.org/10.1016/j.envsci.2019.12.010
Tang, Y., Yuan, Y., & Zhong, Q. (2021). Evaluation of land comprehensive carrying capacity and Spatio-Tempora analysis of the Harbin-Changchun urban agglomeration. International Journal of Environmental Research and Public Health, 18, 521.
Terama, E., Clarke, E., Rounsevell, M. D. A., Fronzek, S., & Carter, T. R. (2019). Modelling population structure in the context of urban land use change in Europe. Regional Environmental Change, 19, 667–677. https://doi.org/10.1007/s10113-017-1194-5
Tian, N. Y., & Wang, H. Q. (2013). Progress of Resources and Environmental Carrying Capacity.
Tokarchuk, O., Gabriele, R., & Maurer, O. (2021). Estimating tourism social carrying capacity. Annals of Tourism Research, 86, 102971.
Valera, L., & Castilla, J. C. (2020). New questions on global environmental changes and ethics in the contemporary technological world. In L. Valera & J. Castilla (Eds.), Global changes. Ethics of science and technology assessment (Vol. 46). Springer.
Vullo, V. (2020). Load carrying capacity of spur and helical gears: Influence factors and load analysis. In Gears. Springer series in solid and structural mechanics (Vol. 11). Springer.
Wang, G., Xiao, C., Qi, Z., Meng, F., & Liang, X. (2021). Development tendency analysis for the water resource carrying capacity based on system dynamics model and the improved fuzzy comprehensive evaluation method in the Changchun city, China. Ecological Indicators, 122, 107232.
Wang, L., & Liu, H. (2019a). Comprehensive evaluation of regional resources and environmental carrying capacity using a PS-DR-DP theoretical model. Journal of Geographical Sciences, 29, 363–376. https://doi.org/10.1007/s11442-019-1603-4
Wang, L., & Liu, H. (2019b). Quantitative evaluation of Tibet's resource and environmental carrying capacity. Journal of Mountain Science, 16(7), 1702–1714.
Wang, S., Ming, S., Zhou, y., Liu, W. L., et al. (2017). Resources and environmental carrying capacity using RS and GIS. Polish Journal of Environmental Studies, 26(6), 2793–2800. https://doi.org/10.15244/pjoes/70927
Wang, S., Yang, F. L., Xu, L., & Du, J. (2013). Multi-scale analysis of the water resources carrying capacity of the LiaoheBasin based on ecological footprints. Journal of Cleaner Production, 2013(53), 158–166.
Wang, Y., Peng, B., Wei, G., & Elahi, E. (2019). Comprehensive evaluation and spatial difference analysis of regional ecological carrying capacity: A case study of the Yangtze River urban agglomeration. International Journal of Environmental Research and Public Health, 16(18), 3499.
Wei, Y., Huang, C., Lam, P. T. I., & Yuan, Z. (2015). Sustainable urban development: A review on urban carrying capacity assessment. Habitat International, 46, 64–71.
Wei, Y., Huang, C., Li, J., & Xie, L. (2016). An evaluation model for urban carrying capacity: A case study of China's mega-cities. Habitat International, 53, 87–96.
Weitzman, J., Filgueira, R., & Grant, J. (2021). Development of best practices for more holistic assessments of carrying capacity of aquaculture. Journal of Environmental Management, 287, 112278.
Wu, X., & Hu, F. (2020). Analysis of ecological carrying capacity using a fuzzy comprehensiveevaluation method. Ecological Indicators, 11, 106243. https://doi.org/10.1016/j.ecolind.2020.106243
Xie, X., Li, X., & He, W. (2020). A land space development zoning method based on resource–environmental carrying capacity: A case study of Henan, China.
Yang, J., Lei, K., Khu, S., & Meng, W. (2015). Assessment of water rResources carrying capacity for sustainable development based on a system dynamics model: A case study of Tieling city, China. Water Resources Management, 29, 885–899.
Yoshida, Y., Ota, Y., Eguchi, N., Kikuchi, N., Nobuta, K., Tran, H., Morino, I., & Yokota, T. (2011). Retrieval algorithm for CO2 and CH4 column abundances from short-wavelength infrared spectral observations by the greenhouse gases observing satellite. Atmospheric Measurement Techniques, 4(4), 717–734.
Zhang, F., Wang, Y., Ma, X., Wang, Y., Yang, G., & Zhu, L. (2019). Evaluation of resources and environmental carrying capacity of 36 largecities in China based on a support-pressure coupling mechanism. Science of the Total Environment, 688, 838–854. https://doi.org/10.1016/j.scitotenv.2019.06.247
Zhang, G., Luo, S., Jing, Z., Wei, S., & Ma, Y. (2020). Evaluation and forewarning management of regional resources and environment carrying capacity:A case study of Hefei City, Anhui Province, China. Sustainability, 12, 1637. https://doi.org/10.3390/su12041637
Zhang, Y., Yue, Q., Wang, T., Zhu, Y., & Li, Y. (2021). Evaluation and early warning of water environment carrying capacity in Liaoning province based on control unit: A case study in Zhaosutai river Tieling city control unit. Ecological Indicators, 124, 107392.
Zou, H., & Ma, X. (2021). Identifying resource and environmental carrying capacity in the Yangtze River Economic Belt, China: the perspectives of spatial differences and sustainable development. Environment, Development and Sustainability.