Regional Sustainability ›› 2024, Vol. 5 ›› Issue (2): 100139.doi: 10.1016/j.regsus.2024.100139cstr: 32279.14.j.regsus.2024.100139
• Full Length Article • Previous Articles Next Articles
ZHU Xinyia,b, GAO Jinlongc,*()
Received:
2023-09-06
Revised:
2023-12-06
Accepted:
2024-05-29
Published:
2024-06-30
Online:
2024-07-25
Contact:
GAO Jinlong
E-mail:jlgao@niglas.ac.cn
ZHU Xinyi, GAO Jinlong. Characteristics and influencing mechanisms of production-living- ecological space dynamics in the Three Gorges Reservoir Area (TGRA), Chongqing, China[J]. Regional Sustainability, 2024, 5(2): 100139.
Fig. 1.
Overview of the study area. TGRA, Three Gorges Reservoir Area. Note that the figure is based on the standard map (No. GS(2020)4619) of the Map Service System (http://bzdt.ch.mnr.gov.cn/download.html) marked by the Ministry of Natural Resources of the People’s Republic of China, and the standard map has not been modified."
Table 1
Definitions and statistical descriptions of variables."
Variable | Definition | Mean | Standard deviation | Minimum | Maximum | |
---|---|---|---|---|---|---|
Physical variable | Elevation (m) | Obtained from the Data Center for Resource and Environmental Sciences and Data Center ( | 762.75 | 469.40 | 53.00 | 2811.00 |
Average slope (°) | Calculated by dividing the difference in elevation by the horizontal distance | 15.90 | 10.34 | 0.00 | 76.00 | |
Topographic relief (m) | Subtracting the minimum elevation value from the maximum elevation value | 82.45 | 54.03 | 0.00 | 816.00 | |
Mean annual precipitation (mm) | Extracted from the Data Center for Resource and Environmental Sciences and Data Center ( | 1169.14 | 81.88 | 1002.00 | 1666.40 | |
Mean annual temperature (°C) | Extracted from the Data Center for Resource and Environmental Sciences and Data Center ( | 14.92 | 2.72 | 3.60 | 18.80 | |
Accumulated temperature above 10°C (°C) | Extracted from the Data Center for Resource and Environmental Sciences and Data Center ( | 2781.92 | 947.30 | 1194.50 | 6017.20 | |
Dryness index | Extracted from the Data Center for Resource and Environmental Sciences and Data Center ( | 0.84 | 0.09 | 0.38 | 1.57 | |
Socio- economic variable | Total population size (104 persons) | Change in the number of total population between 2000 and 2018 | 9.86 | 13.06 | -7.79 | 56.49 |
Urban population (104 persons) | Change in urban population between 2000 and 2018 | 26.28 | 18.21 | -7.44 | 84.79 | |
Per-capita GDP (CNY) | Change in the GDP of a country divided by population between 2000 and 2018 | 61,290.23 | 30,730.26 | 25,389.00 | 163,564.00 | |
Share of non-agricultural industries (%) | Proportion of change in value between 2000 and 2018 in the secondary and tertiary industry in GDP | 0.15 | 0.09 | 0.00 | 0.29 | |
Rural employees (104 persons) | Change in the number of rural people involved in productive labor between 2000 to 2018 | -4.01 | 7.48 | -17.18 | 15.91 | |
Total retail sales of consumer goods (104 CNY) | Difference of total retail sales of consumer goods between 2000 and 2018 | 2,338,707.00 | 2,005,493.57 | 251,873.00 | 6,021,620.00 | |
Total investment in fixed assets (104 CNY) | Difference of the amount of investment in total social fixed assets between 2000 and 2018 | 4,777,956.00 | 3,130,369.50 | 958,972.00 | 14,307,946.00 | |
Rural income (CNY) | Change in average annual household income of rural households between 2000 and 2018 | 13,392.59 | 2972.75 | 8066.00 | 18,057.00 | |
Total deposits in financial institutions (104 CNY) | Difference of the amount of CNY deposits in financial institutions between 2000 and 2018 | 12,558,429.00 | 16,094,150.00 | 1,761,021.00 | 63,061,857.00 |
Table 2
Classification of production-living-ecological spaces in the Three Gorges Reservoir Area (TGRA)."
Category | First class | Second class |
---|---|---|
Production space | Agriculture land | Paddy field |
Dry farm | ||
Other production land | Industrial and mining land | |
Transportation land | ||
Living space | Urban area | - |
Rural settlement | - | |
Ecological space | Woodland | Forest land |
Shrub land | ||
Other woodland | ||
Grassland | Natural grassland | |
Artificial grassland | ||
Other grassland | ||
Water body | River | |
Lake | ||
Reservoir pit | ||
Beach marshland | ||
Other ecological land | Sand land | |
Saline-alkali land | ||
Bare land | ||
Bare rock gravel land |
Table 3
Area of production-living-ecological spaces in the TGRA."
Year | Production space | Living space | Ecological space | |||||
---|---|---|---|---|---|---|---|---|
Agriculture land (km2) | Other production land (km2) | Urban area (km2) | Rural settlement (km2) | Woodland (km2) | Grassland (km2) | Water body (km2) | Other ecological land (km2) | |
2000 | 20,628.07 | 49.71 | 260.57 | 111.78 | 17,803.95 | 6571.13 | 686.27 | 9.80 |
2005 | 20,353.23 | 66.86 | 313.01 | 136.35 | 18,082.25 | 6446.39 | 717.00 | 6.87 |
2010 | 20,297.32 | 261.02 | 456.89 | 173.45 | 18,643.76 | 5387.86 | 896.61 | 5.32 |
2015 | 20,087.85 | 449.91 | 479.30 | 179.29 | 18,624.49 | 5378.51 | 917.42 | 0.00 |
2018 | 19,870.24 | 585.13 | 742.75 | 203.70 | 18,684.31 | 5102.90 | 922.11 | 0.00 |
Table 4
Detection results of the diving factors of functional transitions of production-living-ecological spaces in the TGRA."
Variable | Eco2Pro | Eco2Living | Pro2Eco | Pro2Living | |
---|---|---|---|---|---|
Physical variable | Elevation | 0.57** | 0.20 | 0.79*** | 0.52** |
Average slope | 0.51** | 0.04 | 0.74*** | 0.38 | |
Topographic relief | 0.48* | 0.05 | 0.74*** | 0.37 | |
Mean annual precipitation | 0.30 | 0.27 | 0.41 | 0.12 | |
Mean annual temperature | 0.45* | 0.12 | 0.77*** | 0.40 | |
Accumulated temperature above 10°C | 0.60** | 0.23 | 0.78*** | 0.42 | |
Dryness index | 0.25 | 0.17 | 0.20 | 0.12 | |
Socio-economic variable | Total population size | 0.10 | 0.21 | 0.25 | 0.47 |
Urban population | 0.09 | 0.31 | 0.15 | 0.55 | |
Per-capita GDP | 0.19 | 0.13 | 0.48* | 0.55** | |
Share of non-agricultural industries | 0.26 | 0.12 | 0.66*** | 0.15 | |
Rural employees | 0.49* | 0.17 | 0.10 | 0.29 | |
Total retail sales of consumer goods | 0.25 | 0.06 | 0.30 | 0.48* | |
Total investment in fixed assets | 0.25 | 0.22 | 0.14 | 0.65** | |
Rural income | 0.38* | 0.01 | 0.61*** | 0.44* | |
Total deposits in financial institutions | 0.25 | 0.06 | 0.45** | 0.53* |
[1] | Assiri M., Barone V., Silvestri F., et al., 2021. Planning sustainable development of local productive systems: A methodological approach for the analytical identification of Ecoregions. J. Clean Prod. 287, 125006, doi: 10.1016/j.jclepro.2020.125006. |
[2] | Bryan B.A., Gao L., Ye Y.Q., et al., 2018. China’s response to a national land-system sustainability emergency. Nature. 559(7713), 193-204. |
[3] | Chen M.X., Liu W.D., Lu D.D., 2016. Challenges and the way forward in China’s new-type urbanization. Land Use Pol. 55, 334-339. |
[4] | Chen S.R., Feng Y.J., Tong X.H., et al., 2020. Modeling ESV losses caused by urban expansion using cellular automata and geographically weighted regression. Sci. Total Environ. 712, 136509, doi: 10.1016/j.scitotenv.2020.136509. |
[5] | Chongqing Municipal Bureau of Statistics, 2001. Chongqing Statistical Yearbook 2001. Beijing: China Statistics Press (in Chinese). |
[6] | Chongqing Municipal Bureau of Statistics, 2009. Chongqing Statistical Yearbook 2009. Beijing: China Statistics Press (in Chinese). |
[7] | Ellis E.C., Kaplan J.O., Fuller D.Q., et al., 2013. Used planet: A global history. Proc. Natl. Acad. Sci. U. S. A. 110(20), 7978-7985. |
[8] | Fan C.J., Gai Z.Y., Shen S.G., et al., 2021. An implementation evaluation framework of ecological spatial planning based on multi-dimensional data: A case study in China. Urban For. Urban Green. 63, 127222, doi: 10.1016/j.ufug.2021.127222. |
[9] | Fan Y.T., Jin X.B., Gan L., et al., 2018. Spatial identification and dynamic analysis of land use functions reveals distinct zones of multiple functions in eastern China. Sci. Total Environ. 642, 33-44. |
[10] | Foley J.A., Ramankutty N., Brauman K.A., et al., 2011. Solutions for a cultivated planet. Nature. 478(7369), 337-342. |
[11] | Forman R.T., Wu J.G., 2016. Where to put the next billion people. Nature. 537(7622), 608-611. |
[12] | Gao J.L., Chen J.L., 2020. Demystifying the inequality in urbanization in China through the lens of land use. In: ShawS.-L., SuiD., (eds.). Human Dynamics in Smart Cities. Switzerland: Springer Cham, 257-283. |
[13] | Gao J.L., 2023. Spatial restructuring and the logic of industrial land redevelopment in urban China: IV. A case study of jointly redevelopment by multi-actors. Regional Sustainability. 4(1), 44-53. |
[14] | Gao J.L., Cai Y.Y., Wen Q., et al., 2023. Future matters: Unpacking villagers’ willingness to withdraw from rural homesteads in China. Appl. Geogr. 158, 103049, doi: 10.1016/j.apgeog.2023.103049. |
[15] | Gou M.M., Liu C.F., Li L., et al., 2021. Ecosystem service value effects of the Three Gorges Reservoir Area land use transformation under the perspective of “production-living-ecological” space. The Journal of Applied Ecology. 32(11), 3933-3941 (in Chinese). |
[16] | Hu Q.Y., Zhang Z.F., Niu L., 2022. Identification and evolution of territorial space from the perspective of composite functions. Habitat Int. 128, 102662, doi: 10.1016/j.habitatint.2022.102662. |
[17] | Jiang L., Deng X.Z., Seto K.C., 2012. Multi-level modeling of urban expansion and cultivated land conversion for urban hotspot counties in China. Landsc. Urban Plan. 108(2-4), 131-139. |
[18] | Jiang S., Meng J.J., Zhu L.K., et al., 2021. Spatial-temporal pattern of land use conflict in China and its multilevel driving mechanisms. Sci. Total Environ. 801, 149697, doi: 10.1016/j.scitotenv.2021.149697. |
[19] | Lambin E.F., Turner B.L., Geist H.J., et al., 2001. The causes of land-use and land-cover change: Moving beyond the myths. Glob. Environ. Change-Human Policy Dimens. 11(4), 261-269. |
[20] | Li P.X., Gao J.L., Chen J.L., 2020. Quantitative assessment of ecological stress of construction lands by quantity and location: Case study in Southern Jiangsu, Eastern China. Environment, Development and Sustainability. 22(2), 1559-1578. |
[21] | Liu Y.S., 2021. Urban-rural transformation geography. Singapore: Springer. |
[22] | Liu Y.S., Zhou Y., 2021a. Reflections on China’s food security and land use policy under rapid urbanization. Land Use Pol. 109, 105699, doi: 10.1016/j.landusepol.2021.105699. |
[23] | Liu Y.S., Zhou Y., 2021b. Territory spatial planning and national governance system in China. Land Use Pol. 102, 105288, doi: 10.1016/j. landusepol.2021.105288. |
[24] | Liu Y., Fan P.L., Yue W.Z., et al., 2018. Impacts of land finance on urban sprawl in China: The case of Chongqing. Land Use Pol. 72, 420-432. |
[25] | Liu Y.S., Wang L.J., Long H.L., 2008. Spatio-temporal analysis of land-use conversion in the eastern coastal China during 1996-2005. J. Geogr. Sci. 18, 274-282. |
[26] |
Long H.L., Wu X.Q., Wang W.J., et al., 2008. Analysis of urban-rural land-use change during 1995-2006 and its policy dimensional driving forces in Chongqing, China. Sensors. 8(2), 681-699.
pmid: 27879729 |
[27] |
Long H.L., 2012. Land use transition and rural transformation development. Progress in Geography. 31(2), 131-138 (in Chinese).
doi: 10.11820/dlkxjz.2012.02.001 |
[28] | Long H.L., Qu Y., 2018. Land use transitions and land management: A mutual feedback perspective. Land Use Pol. 71, 111-120. |
[29] | Ma W.Q., Jiang G.H., Chen Y.H., et al., 2020. How feasible is regional integration for reconciling land use conflicts across the urban-rural interface? Evidence from Beijing-Tianjin-Hebei metropolitan region in China. Land Use Pol. 92, 104433, doi: 10.1016/j.landusepol.2019.104433. |
[30] | Pan W., Wang J., Lu Z., et al., 2021. High-quality development in China: Measurement system, spatial pattern, and improvement paths. Habitat Int. 118, 102458, doi: 10.1016/j.habitatint.2021.102458. |
[31] | Pelucha M., Kveton V., Jilkova J., 2013. Territorial dimensions of agro-environmental measures and LFA in rural development policy in the Czech Republic. Land Use Pol. 34, 91-103. |
[32] | Qu Y., Dong X.Z., Su D.S., et al., 2023. How to balance protection and development? A comprehensive analysis framework for territorial space utilization scale, function and pattern. J. Environ. Manage. 339, 117809, doi: 10.1016/j.jenvman.2023.117809. |
[33] | Reuveny R., Maxwell J.W., Davis J., 2011. On conflict over natural resources. Ecol. Econ. 70(4), 698-712. |
[34] | Rockström J., Steffen W., Noone K., et al., 2009. A safe operating space for humanity. Nature. 461(7263), 472-475. |
[35] |
Seto K.C., Ramankutty N., 2016. Hidden linkages between urbanization and food systems. Science. 352(6288), 943-945.
doi: 10.1126/science.aaf7439 pmid: 27199419 |
[36] | Shahtahmassebi A.R., Pan Y., Lin L., et al., 2014. Implications of land use policy on impervious surface cover change in Cixi County, Zhejiang Province, China. Cities. 39, 21-36. |
[37] | Song B., Robinson G.M., 2020. Multifunctional agriculture: Policies and implementation in China. Geogr. Compass. 14(11), e12538, doi: 10.1111/gec3.12538. |
[38] |
Song Y.Y., Xue D.Q., Xia S.Y., et al., 2021. Change characteristics and formation mechanism of the territorial spatial pattern in the Yellow River Basin from 1980 to 2018, China. Geographical Research. 40(5), 1445-1463 (in Chinese).
doi: 10.11821/dlyj020191065 |
[39] |
Verburg P.H., van de Steeg J., Veldkamp A., et al., 2009. From land cover change to land function dynamics: A major challenge to improve land characterization. J. Environ. Manage. 90(3), 1327-1335.
doi: 10.1016/j.jenvman.2008.08.005 pmid: 18809242 |
[40] | Vitousek P.M., Mooney H.A., Lubchenco J., et al., 1997. Human domination of Earth’s ecosystems. Science. 277(5325), 494-499. |
[41] | Wang J.F., Li X.H., Christakos G., et al., 2010. Geographical detectors-based health risk assessment and its application in the neural tube defects study of the Heshun Region, China. Int. J. Geogr. Inf. Sci. 24(1), 107-127. |
[42] |
Wang J.F., Xu C.D., 2017. Geodetector: Principle and prospective. Acta Geographica Sinica. (1), 116-134 (in Chinese).
doi: 10.11821/dlxb201701010 |
[43] | Wang J.Y., Sun Q., Zou L.L., 2023. Spatial-temporal evolution and driving mechanism of rural production-living-ecological space in Pingtan islands, China. Habitat Int. 137, 102833, doi: 10.1016/j.habitatint.2023.102833. |
[44] | Wei C.J., Meng J.J., Zhu L.K., et al., 2023. Assessing progress towards sustainable development goals for Chinese urban land use: A new cloud model approach. J. Environ. Manage. 326, 116826, doi: 10.1016/j.jenvman.2022.116826. |
[45] | Wende W., Huelsmann W., Marty M., et al., 2010. Climate protection and compact urban structures in spatial planning and local construction plans in Germany. Land Use Pol. 27(3), 864-868. |
[46] | Xu M.Y., Zhang Z.F., 2021. Spatial differentiation characteristics and driving mechanism of rural-industrial Land transition: A case study of Beijing-Tianjin-Hebei region, China. Land Use Pol. 102, 105239, doi: 10.1016/j.landusepol.2020.105239. |
[47] |
Ye X., Kuang H.H., 2022. Evaluation of ecological quality in southeast Chongqing based on modified remote sensing ecological index. Sci. Rep. 12(1), 15694, doi: 10.1038/s41598-022-19851-9.
pmid: 36127382 |
[48] | Yep R., Forrest R., 2016. Elevating the peasants into high-rise apartments: The land bill system in Chongqing as a solution for land conflicts in China? J. Rural Stud. 47, 474-484. |
[49] | Zhang Y., Li X.B., Song W., 2014. Determinants of cropland abandonment at the parcel, household and village levels in mountain areas of China: A multi-level analysis. Land Use Pol. 41, 186-192. |
[50] | Zhang Y.P., 2018. Grabbing land for equitable development? Reengineering land dispossession through securitising land development rights in Chongqing. Antipode. 50(4), 1120-1140. |
[51] | Zhou D., Xu J.C., Lin Z.L., 2017. Conflict or coordination? Assessing land use multi-functionalization using production-living-ecology analysis. Sci. Total Environ. 577, 136-147. |
[52] | Zhou T., Jiang G.H., Zhang R.J., et al., 2018. Addressing the rural in situ urbanization (RISU) in the Beijing-Tianjin-Hebei region: Spatio-temporal pattern and driving mechanism. Cities. 75, 59-71. |
[53] | Zou L.L., Liu Y.S., Wang J.Y., et al., 2019. Land use conflict identification and sustainable development scenario simulation on China’s southeast coast. J. Clean Prod. 238, 117899, doi: 10.1016/j.jclepro.2019.117899. |
[54] | Zou L.L., Liu Y.S., Yang J.X., et al., 2020. Quantitative identification and spatial analysis of land use ecological-production-living functions in rural areas on China’s southeast coast. Habitat Int. 100, 102182, doi: 10.1016/j.habitatint.2020.102182. |
No related articles found! |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||