Abstract
The scientific analyses of the spatial patterns of regional eco-environment livability, along with the explorations of the correlations between ecoenvironments and population and economic activity distributions, are of major significance in the guidance of the coordinated development between social economies, natural resources, and environments. In this study, the topography, climate, hydrology, land cover, air quality, and the dangers presented by natural hazards in the study area were investigated in order to establish an evaluation model for the regional eco-environmental livability. Then, the observed spatial patterns and regional differences in the eco-environmental livability, as well as their relationships with the distributions of population and economic activities in Zhejiang Province, were investigated. The results showed that the ecoenvironmental livability in Zhejiang Province displayed a gradual decreasing trend from southwest to northeast, as well as from the mountains to the hills, valleys, and plains areas. During the compartmentalization of the eco-environmental livability, it was observed that the lowest livable area covered the largest population, accounting for approximately 29.64% of the total population in the study area. The higher livable areas covered the widest land areas, accounting for approximately 26.15% of the total area. Moreover, it was found that the eco-environmental livability in the mountain areas was higher than that in the plain areas in Zhejiang Province. Furthermore, the ecoenvironmental livability was found to have a significant exponential relationship with the population and GDP densities of Zhejiang Province, with the R2 of the curve-fittings reaching 0.835 and 0.656, respectively. However, it was determined that the coefficient of the exponential function was negative, which indicated that a strong negative relationship existed between the eco-environmental livability and densities of the population and economic activities. It was assumed that the impacts of anthropogenic factors were the fundamental causes of this negative correlation. This study introduced two new factors (air quality and natural hazards) into the evaluation framework of eco-environmental livability. As a result, a more comprehensive model was established for the evaluation of eco-environmental livability in certain segments of the study area. Additionally, the correlation between eco-environment livability and human activities was discussed in-depth, which can potentially provide theoretical and practical guidance for the implementation of eco-livability in China, and possibly even those of other vast develo** countries.
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References
Buehn A, Farzanega MR (2013) Hold Your Breath: A New Index of Air Pollution. Energy Economics 37(3): 104–113. https://doi.org/10.1016/j.eneco.2013.01.011
Burton I, Kates RW, White GF (1993) The Environment as Hazard. 2nd Edition, Guilford Press, New York, USA.
Buruso FH (2018) Habitat suitability analysis for hippopotamus (H. amphibious) using GIS and remote sensing in Lake Tana and its environs, Ethiopia. Environmental Systems Research 6(1): 6–20. https://doi.org/10.1186/s40068-017-0083-8
Castro CP, Ibarra I, Lukas M (2015) Disaster risk construction in the progressive consolidation of informal settlements: Iquique and Puerto Montt, Chile case studies. International Journal of Disaster Risk Reduction 13: 109–127. https://doi.org/10.1016/j.ijdrr.2015.05.001
Chiang CL, Liang JJ (2013) An evaluation approach for livable urban environments. Environment Science and Pollution Research 20(8): 5229–5242. https://doi.org/10.1007/s11356-013-1511-6
Ciccone A, Hall RE (1996) Productivity and the density of economic activity. American Economic Review 86(1): 54–70. https://doi.org/10.1039/b206208a
Fang CL, Wang ZB, Xu G (2016) Spatial-temporal characteristics of PM2.5 in China: A city-level perspective analysis. Journal of Geographical Sciences 26(11): 1519–1532. https://doi.org/10.1007/s11442-016-1341-9
Feng ZM, Tang Y, Yang YZ, et al. (2008) Relief degree of land surface and its influence on population distribution in China. Journal of Geographical Science 18(2): 237–246. https://doi.org/10.1007/s11442-008-0237-8
Feng ZM, Yang YZ, Zhang D, et al. (2009) Natural environment suitability for human settlements in China based on GIS. Journal of Geographical Sciences 19(4): 437–446. (In Chinese) https://doi.org/10.1007/s11442-009-0437-x
Feng L, Hong W (2007) Characteristics of drought and flood in Zhejiang Province, east China: past and future. Chinese Geographical Science 17(3): 257–264. https://doi.org/10.1007/s11769-007-0257-9
Fourniadis IG, Liu JG, Mason PJ (2007) Landslide hazard assessment in the Three Gorges area, China, using ASTER imagery: Wushan–Badong. Geomorphology 84(2): 126–144. https://doi.org/10.1016/j.geomorph.2006.07.020
Giovanni B, Felix C, Jan M, et al. (2015) A spatial typology of human settlements and their CO2 emissions in England. Global Environmental Change 34: 13–21. https://doi.org/10.1016/j.gloenvcha.2015.06.001
Hao HM, Ren ZY (2009) Evaluation of nature suitability for human settlement in Shanxi province based on grid data. Acta Geographica Sinica 64(4): 498–506. (In Chinese) https://doi.org/10.1007/978-1-4020-9623-5_5
Hacohen-Domené A, Martínez-Rincón RO, Galván-Magaña F, et al. (2015) Habitat suitability and environmental factors affecting whale shark (Rhincodon typus) aggregations in the Mexican Caribbean. Environmental Biology of Fishes 98(8): 1953–1964. https://doi.org/10.1007/s10641-015-0413-5
Huang ZH, Du XJ (2015) Assessment and determinants of residential satisfaction with public housing in Hangzhou, China. Habitat International 47: 218–230. https://doi.org/10.1016/j.habitatint.2015.01.025
Isabelle T, François-Michel LT (2016) Population densities and deforestation in the Brazilian Amazon: New insights on the current human settlement patterns. Applied Geography 76: 163–172. https://doi.org/10.1016/j.apgeog.2016.09.022
Kodagali V (1988) Influence of regional and local topography on the distribution of polymetallic nodules in central Indian Ocean Basin. Geo-Marine Letters 8(3): 173–178. https://doi.org/10.1007/BF02326094
Li YC, Liu CX, Hong Z (2011) Evaluation on the human settlements environment suitability in the Three Gorges Reservoir Area of Chongqing based on RS and GIS. Journal of Geographical Sciences 21(2): 346–358. https://doi.org/10.1007/s11442-011-0849-2
Liu JL, Wen JH, Huang YQ, et al. (2015) Human settlement and regional development in the context of climate change: a spatial analysis of low elevation coastal zones in China. Mitigation and Adaptation Strategies for Global Change 20(4): 527–546. https://doi.org/10.1007/s11027-013-9506-7
Liu XZ, Heilig GK, Chen JM (2007) Interactions between economic growth and environmental quality in Shenzhen, China's first special economic zone. Ecological Economics 62(3-4): 559–570. https://doi.org/10.1016/j.ecolecon.2006.07.020
Liu Y, Deng W, Song XQ (2015) Relief degree of land surface and population distribution of mountainous areas in China. Journal of Mountain Science 12(2): 518–532. https://doi.org/10.1007/s11629-013-2937-5
Liu YS, Li YH (2017) Revitalize the world's countryside. Nature 548(7667): 275–277. https://doi.org/10.1038/548275a
Mamoun CM, Nigel R, Rughooputh SDDV (2013). Wetlands' inventory, map** and land cover index assessment on Mauritius. Wetlands 33(4): 585–595. https://doi.org/10.1007/s13157-013-0415-z
Omar NQ, Raheem AM (2016) Determining the suitability trends for settlement based on multi criteria in Kirkuk, Iraq. Open Geospatial Data Software & Standards 1: 1–10. https://doi.org/10.1186/s40965-016-0011-2
Oliver JE (1978) Climate and man's environment: an introduction to applied climatology. Geographical Journal 146(1): 23–46. https://doi.org/10.2307/40569998
Paudel PK, Hais M, Kindlmann P (2015) Habitat suitability models of mountain ungulates: identifying potential areas for conservation. Zoological Studies 54(1): 37–45. https://doi.org/10.1186/s40555-015-0116-9
Saaty TL (1977) A scaling method for priorities in hierarchical structures. Journal of Mathematical Psychology 15(3): 234–281. https://doi.org/10.1016/0022-2496(77)90033-5
Saumel I, Weber F, Kowarik I (2016) Toward livable and healthy urban streets: Roadside vegetation provides ecosystem services where people live and move. Environmental Science & Policy 62: 24–33. https://doi.org/10.1016/j.envsci.2015.11.012
Spagnolo J, Dear RD (2003) A field study of thermal comfort in outdoor and semi-outdoor environments in subtropical Sydney Australia. Building and Environment 38(5): 721–738. https://doi.org/10.1016/S0360-1323(02)00209-3
Steadman RG (1979) The assessment of sultriness. Part I: a temperaturehumidity index based on human physiology and clothing science. Journal of Applied Meteorology 18(7): 861–873. https://doi.org/10.1175/1520-0450(1979)018<0861:taospi>2.0.co;2
Tang CC, Zhong LS, Kristen M, et al. (2012) A comprehensive evaluation of tourism climate suitability in Qinghai Province, China. Journal of Mountain Science 9(3): 403–413. https://doi.org/10.1007/s11629-009-2161-5
Tang XQ, Li QY, Wu M, et al. (2012) Ecological environment protection in Chinese rural hydropower development practices: a review. Water Air & Soil Pollution 223(6): 3033–3048. https://doi.org/10.1007/s11270-012-1086-8
Tian S, Li X, Yang J, et al. (2014) Initial study on triaxiality of human settlements—In the case of 10 districts (counties) of Dalian. Sustainability 6(10): 7276–7291. https://doi.org/10.3390/su6107276
Varghese AO, Sawarkar VB, Rao YLP, et al. (2015) Habitat suitability assessment of Ardeotis nigriceps(Vigors) in Great Indian Bustard Sanctuary, Maharashtra (India) using remote sensing and GIS. Journal of the Indian Society of Remote Sensing 1: 1–9 https://doi.org/10.1007/s12524-015-0486-9
Vayghan AH, Poorbagher H, Shahraiyni HT, et al. (2013) Suitability indices and habitat suitability index model of Caspian kutum (Rutilus frisii kutum) in the southern Caspian Sea. Aquatic Ecology 47(4): 441–451. https://doi.org/10.1007/s10452-013-9457-9
Wang Y, ** C, Lu MQ, et al. (2017) Assessing the suitability of regional human settlements environment from a different preferences perspective: a case study of Zhejiang Province, China. Habitat International 70: 1–12. https://doi.org/10.1016/j.habitatint.2017.09.010
Wang YF, Wu N, Kunze C, et al. (2019) Drivers of Change to Mountain Sustainability in the Hindu Kush Himalaya. The Hindu Kush Himalaya Assessment: Mountains, Climate Change, Sustainability and People.
Wang Y, Zhu YM, Yu MJ (2019) Evaluation and determinants of satisfaction with rural livability in China's less-developed eastern areas: A case study of **anju County in Zhejiang Province. Ecological Indicators 104: 711–722. https://doi.org/10.1016/j.ecolind.2019.05.054
Wei W, Shi PJ, Zhou JJ (2013) Environmental suitability evaluation for human settlements in an arid inland river basin: A case study of the Shiyang River Basin. Journal of Geographical Science 23(2): 331–343. https://doi.org/10.1007/s11442-013-1013-y
William F, Betsy W, Liang WJ (1993) Climate and origin of humankind. World Science (5): 29–32.
**a TY, Wang JY, Song K (2014) Variations in air quality during rapid urbanization in Shanghai, China. Landscape and Ecological Engineering 10(1): 181–190. https://doi.org/10.1007/s11355-011-0174-z
**e Y, **a LV, Liu R, et al. (2015) Research on port ecological suitability evaluation index system and evaluation model. Frontiers of Structural & Civil Engineering 9 (1): 65–70. https://doi.org/10.1007/s11709-014-0258-6
Yang D P (2011) Green book of environment annual report on environment development of china. Social Sciences Academic Press: Bei**g, China. (In Chinese)
Yin J, Wu SH, Dai EF (2012) Assessment of economic damage risks from typhoon disasters in Guangdong, China. Journal of Resources and Ecology 3(2): 144–150. https://doi.org/10.5814/j.issn.1674-764x.2012.02.006
Zhang WZ, Yu J, Lu YJ (2016) Human settlement and spatial behavior of residents. Science Press: Bei**g, China. (In Chinese)
Zhao XJ, Zhang XL, Xu XF (2009) Seasonal and diurnal variations of ambient PM2.5 concentration in urban and rural environments in Bei**g. Atmospheric Environment 43(3): 2893–2900. https://doi.org/10.1016/j.atmosenv.2009.03.009
Zhao J, Xu M, Lu SL, et al. (2013) Human settlement evaluation in mountain areas based on remote sensing, GIS and ecological niche modeling. Journal of Mountain Science 10(3): 378–387. https://doi.org/10.1007/s11629-013-2413-2
Zhao J (2010). China's ecological and environmental characteristics and the evolution trend; Springer Berlin Heidelberg: Berlin, Germany.
Zhejiang Statistics Bureau (2015) Zhejiang Statistical Yearbook. China Statistics Press: Bei**g, China. (In Chinese)
Zhejiang Statistics Bureau (2015) Zhejiang Natural Resources and Statistical Yearbook on Environment. China Statistics Press: Bei**g, China. (In Chinese)
Zhu JH, Tian SF, Tan K (2016) Human settlement analysis based on multi-temporal remote sensing data: A case study of Xuzhou City, China. Chinese Geographical Science 26(3): 389–400. https://doi.org/10.1007/s11769-016-0815-0
Acknowledgements
We are thankful to the National Natural Science Foundation of China (No. 41901205 & 41701127), the Natural Science Foundation of Jiangsu Province (No.BK20190482), the Philosophy and Social Science Research Project of Jiangsu University (No.2019SJA0034 & 2016SJD790012), the Scientific Research Start-up Project of Nan**g University of Science and Technology (No.AE89991/117).
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Wang, Y., Zhu, Ym., Yu, Mj. et al. Quantitative evaluation and spatial differentiation of ecoenvironmental livability in Zhejiang Province, China. J. Mt. Sci. 17, 1491–1508 (2020). https://doi.org/10.1007/s11629-019-5477-9
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DOI: https://doi.org/10.1007/s11629-019-5477-9