Scale effects and influencing factors on production-living-ecological functions trade-offs in the Middle Reaches of Yangtze River urban agglomeration

HE Qingsong; ZHANG Xueyun

doi:10.11975/j.issn.1002-6819.202410047

Volume 41 Issue 6

Mar. 2025

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Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE) > 2025 > 41(6): 278-287. > DOI: 10.11975/j.issn.1002-6819.202410047

HE Qingsong, ZHANG Xueyun. Scale effects and influencing factors on production-living-ecological functions trade-offs in the Middle Reaches of Yangtze River urban agglomeration[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2025, 41(6): 278-287. DOI: 10.11975/j.issn.1002-6819.202410047

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Scale effects and influencing factors on production-living-ecological functions trade-offs in the Middle Reaches of Yangtze River urban agglomeration

HE Qingsong^1,,
ZHANG Xueyun¹

College of Public Administration, Huazhong University of Science & Technology, Wuhan 430074, China

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Received Date: October 08, 2024
Revised Date: January 23, 2025
Available Online: March 13, 2025

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Abstract

Abstract

This study aims to explore the spatiotemporal evolution of the production-living-ecological functions. Their influencing factors were also evaluated to clarify the relationship among the production-living-ecological functions at multiple scales. The study area was taken as the urban agglomeration in the Middle Reaches of the Yangtze River. The root mean square error (RMSE) and Bayesian network (BN) were used to reveal the scale response to the relationship among the production-living-ecological functions trade-offs and influencing factors. The influencing mechanisms were obtained in the study area from 2010 to 2020. The results showed that: 1) The increasing trend was found in the production and living functions of the urban agglomeration. The hot spots of production function were located along the development axis of the river. While the hot spots of living function were distributed in the three major metropolitan areas. The overall ecological function shared no significant change, whereas the spatial distribution of the pattern remained unchanged. 2) The trade-off relationship showed that the production-living-ecological functions shared the variable and complex interactions at multiple scales. The production-living-ecological functions trade-offs were characterized by the ‘V’-shaped evolution or ‘falling-rising-falling’ pattern with the expanding of the study scale. Among them, the township scale was the weakest and the most spatial autocorrelation between the production-living-ecological functions trade-offs. The priority scale of territorial space was selected as the township, which was one type of multi-provincial administrative unit. 3) More than 30% of high values were found in the production-living-ecological functions trade-offs at multi-scale. There was a relatively low synergy of the production-living-ecological functions. According to the human-land relationship and scale thinking, the influencing factors were determined, including natural resource allocation, socioeconomic demand, location, and policy orientation. There was a great variation in the dominant factors of the trade-off relationship at multiple scales. Natural resources played a significant role at the micro scale. While the socioeconomic and locational factors were attributed to the strong trade-off relationship of the production-living-ecological functions at the administrative unit scale. The influencing factors varied significantly at different scales. The socioeconomic factors were also dominated at the full scale. Subsequently, the optimal regulation can be realized on the territorial spatial management and control at various levels. The findings can provide theoretical support to promote sustainable development in this region.

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[1]	王鹤鸣,田双清,陈乐宾,等. 新发展格局下长江经济带协调发展:新动能、新挑战与新路径[J]. 长江流域资源与环境,2023,32(4):679-691. WANG Heming, TIAN Shuangqing, CHEN Lebin, et al. New dynamics, challenges and promotion paths of Yangtze River economic belt’s coordinated development under the new development pattern[J]. Resources and Environment in the Yangtze Basin, 2023, 32(4): 679-691. (in Chinese with English abstract)
[2]	马雪松,柏然. 优化国土空间发展格局视域下推进城市群一体化发展的空间逻辑[J]. 云南社会科学,2024(1):68-75. doi: 10.3969/j.issn.1000-8691.2024.01.009 MA Xuesong, BO Ran. The spatial logic of promoting the integrated development of urban agglomerations from optimization of the territorial space development pattern[J]. Social Sciences in Yunnan, 2024(1): 68-75. (in Chinese with English abstract) doi: 10.3969/j.issn.1000-8691.2024.01.009
[3]	尹登玉,于昊辰,卢彦琦,等. 2000—2020年黄河流域国土空间格局演变及生态响应[J]. 农业工程学报,2023,39(4):217-228. doi: 10.11975/j.issn.1002-6819.202208213 YIN Dengyu, YU Haochen, LU Yanqi, et al. Spatial pattern evolution of territorial space and its effects on ecological response in the Yellow River basin during 2000-2020[J]. Transactions of the Chinese Society of Agricultural Engineering(Transactions of the CSAE), 2023, 39(4): 217-228. (in Chinese with English abstract) doi: 10.11975/j.issn.1002-6819.202208213
[4]	魏国恩,刘耀彬,李汝资,等. 近40年鄱阳湖区“三生空间”格局转型与空间异质机制[J]. 生态学报,2024,44(6):2308-2322. WEI Guo'en, LIU Yaobin, LI Ruzi, et al. Pattern transformation and spatial heterogeneity mechanism of production-living-ecological spaces in Poyang Lake area in last 40 years[J]. Acta Ecologica Sinica, 2024, 44(6): 2308-2322. (in Chinese with English abstract)
[5]	黄安,许月卿,卢龙辉,等. “生产-生活-生态”空间识别与优化研究进展[J]. 地理科学进展,2020,39(3):503-518. doi: 10.18306/dlkxjz.2020.03.014 HUANG An, Xu Yueqing, LU Longhui, et al. Research progress of the identification and optimization of production-living-ecological spaces[J]. Progress in Geography, 2020, 39(3): 503-518. (in Chinese with English abstract) doi: 10.18306/dlkxjz.2020.03.014
[6]	段亚明,许月卿,黄安,等. “生产-生活-生态”功能评价研究进展与展望[J]. 中国农业大学学报,2021,26(2):113-124. doi: 10.11841/j.issn.1007-4333.2021.02.14 DUAN Yaming, Xu Yueqing, HUANG An, et al. Progress and prospects of “production-living-ecological” functions evaluation[J]. Journal of China Agricultural University, 2021, 26(2): 113-124. (in Chinese with English abstract) doi: 10.11841/j.issn.1007-4333.2021.02.14
[7]	ZHANG Y, LONG H, TU S, et al. Spatial identification of land use functions and their trade offs/synergies in China: Implications for sustainable land management[J]. Ecological Indicators, 2019, 107: 105550. doi: 10.1016/j.ecolind.2019.105550
[8]	夏敏,刘岩,邹伟. “三生空间”相互作用视域下的南京市溧水区乡村宜居性评价[J]. 农业工程学报,2023,39(16):245-255. doi: 10.11975/j.issn.1002-6819.202305071 XIA Min, LIU Yan, ZOU Wei. Evaluating rural livability in Lishui District of Nanjing under the interaction of "Production-Living-Ecological Space"[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2023, 39(16): 245-255. (in Chinese with English abstract) doi: 10.11975/j.issn.1002-6819.202305071
[9]	王乐,熊昌盛,田宇,等. 中国“三生”空间功能异质性评价、时空演变及分区调控[J]. 农业工程学报,2024,40(10):265-275. doi: 10.11975/j.issn.1002-6819.202401123 WANG Le, XIONG Changsheng, TIAN Yu, et al. Spatial heterogeneity in functional evaluation, spatio-temporal evolution andzoning schemes of production-living-ecological space in China[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2024, 40(10): 265-275. (in Chinese with English abstract) doi: 10.11975/j.issn.1002-6819.202401123
[10]	张玉臻,陈阳,王洁,等. 黄河流域“三生”功能协调性测度及其差异性优化调控[J]. 农业工程学报,2021,37(12):251-261. doi: 10.11975/j.issn.1002-6819.2021.12.029 ZHANG Yuzhen, CHEN Yang, WANG Jie, et al. Coordinate degree and differential optimizing “production-living-ecological” function in the Yellow River basin[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2021, 37(12): 251-261. (in Chinese with English abstract) doi: 10.11975/j.issn.1002-6819.2021.12.029
[11]	尹君锋,宋长青,石培基,等. 耦合视角下甘肃省县域乡村“三生”功能协调度的时空跃迁特征与影响因素[J]. 地理研究,2024,43(4):874-892. doi: 10.11821/dlyj020230643 YIN Junfeng, SONG Changqing, SHI Peiji, et al. Spatial and temporal transition characteristics and influencing factors of“production-living-ecological”functions of rural areas at county level in Gansu province from the perspective of coupling[J]. Geographical Research, 2024, 43(4): 874-892. (in Chinese with English abstract) doi: 10.11821/dlyj020230643
[12]	BAO S J, LU L, ZHI J J, et al. An optimization strategy for provincial “production–living–ecological” spaces under the guidance of major function-oriented zoning in China[J]. Sustainability, 2024, 16(6): 2248. doi: 10.3390/su16062248
[13]	李红润,刘慧芳,王瑾,等. 基于Markov-FLUS-MCR模型的晋中市“三生”空间优化[J]. 农业工程学报,2022,38(10):267-276. doi: 10.11975/j.issn.1002-6819.2022.10.032 LI Hongrun, LIU Huifang, WANG Jin, et al. Optimization of production-living-ecological space based on Markov-FLUS-MCR model in Jinzhong, Shanxi of China[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2022, 38(10): 267-276. (in Chinese with English abstract) doi: 10.11975/j.issn.1002-6819.2022.10.032
[14]	付晶莹,郜强,江东,等. 黑土保护与粮食安全背景下齐齐哈尔市国土空间优化调控路径[J]. 地理学报,2022,77(7):1662-1680. doi: 10.11821/dlxb202207007 FU Jingying, GAO Qiang, JIANG Dong, et al. Optimal regulation of spatial planning in the context of black soil preservation and food security in Qiqihar[J]. Acta Geographica Sinica, 2022, 77(7): 1662-1680. (in Chinese with English abstract) doi: 10.11821/dlxb202207007
[15]	康庆,郭青霞,丁一,等. 山西省“三生”功能协同/权衡关系分析[J]. 自然资源学报,2021,36(5):1195-1207. doi: 10.31497/zrzyxb.20210509 KANG Qing, GUO Qingxia, DING Yi, et al. Tradeoffs/synergies analysis of "production-living-ecological" functions in Shanxi province[J]. Journal of Natural Resources, 2021, 36(5): 1195-1207. (in Chinese with English abstract) doi: 10.31497/zrzyxb.20210509
[16]	王全喜,孙鹏举,刘学录,等. 黄土丘陵沟壑区“三生”空间的功能权衡与协同时空格局分析——以武山县为例[J]. 中国农业资源与区划,2020,41(11):122-130. WANG Qvanxi, SUN Pengjv, LIU Xuelu, et al. Analysis on spatial-temporal pattern of trade-offs and synergies of "trade" function in loess hilly and gully region: A case study of Wushan country[J]. Chinese Journal of Agricultural Resources and Regional Planning, 2020, 41(11): 122-130. (in Chinese with English abstract)
[17]	刘俊祥,张蕾,刘格格,等. 湖北省国土空间“三生”功能权衡特征及影响因素分析[J]. 水土保持研究,2024,31(2):354-366. LIU Junxiang, ZHANG Lei, LIU Gege, et al. Analysis of the trade-off pattern and influencing factors among production-living-ecological functions of territorial space in Hubei province[J]. Research of Soil and Water Conservation, 2024, 31(2): 354-366. (in Chinese with English abstract)
[18]	钱凤魁,迟艳茹,徐欢,等. 2006-2020年沈阳市耕地多功能权衡协同关系演变分析[J]. 中国土地科学,2022,36(10):31-41. QIAN Fengkui, CHI Yanru, XU Huan, et al. Study on evolution of trade-off and synergy relationship of multifunctional cultivated land from 2006 to 2020: A case of Shenyang city[J]. China Land Science, 2022, 36(10): 31-41. (in Chinese with English abstract)
[19]	范业婷,金晓斌,甘乐,等. 长三角地区土地利用功能权衡的空间特征及其影响机制[J]. 资源科学,2022,44(8):1589-1603. doi: 10.18402/resci.2022.08.05 FAN Yeting, JIN Xiaobin, GAN Le, et al. Spatial characteristics and influencing mechanism of trade-offs between multiple land use functions in the Yangtze River delta region[J]. Resources Science, 2022, 44(8): 1589-1603. (in Chinese with English abstract) doi: 10.18402/resci.2022.08.05
[20]	WEI L Y, ZHANG Y J, WANG L Z, et al. Spatiotemporal evolution patterns of “production-living-ecological” spaces and the coordination level and optimization of the functions in Jilin province[J]. Sustainability, 2021, 13: 13192. doi: 10.3390/su132313192
[21]	王威,胡业翠,张宇龙. 三生空间结构认知与转化管控框架[J]. 中国土地科学,2020,34(12):25-33. WANG Wei, HU Yecui, ZHANG Yulong. “Ecological-living-industrial” space structure cognition and transformation control framework[J]. China Land Science, 2020, 34(12): 25-33. (in Chinese with English abstract)
[22]	韩帅,袁奇峰,顾嘉欣,等. 基于健康城市理念的多尺度生活圈规划路径探析——以北海市廉州湾新城为例[J]. 上海城市规划,2023(4):122-130. doi: 10.11982/j.supr.20230616 HAN Shuai, YUAN Qifeng, GU Jiaxin, et al. Exploration on the planning path of multi-scale living circles based on the concept of healthy city: A case study of Lianzhou bay new town in Beihai[J]. Shanghai Urban Planning Review, 2023(4): 122-130. (in Chinese with English abstract) doi: 10.11982/j.supr.20230616
[23]	张予倩,赵振斌,李小永,等. 城郊保护地“三生”空间变化对社会生态服务价值的影响——以邛海国家湿地公园为例[J]. 生态学报,2023,43(16):6772-6784. ZHANG Yuqian, ZHAO Zhenbin, LI Xiaoyong, et al. Impact of production-living-ecological space change in suburban protected areas on the social values for ecosystem services: a case study on Qionghai national wetland park[J]. Acta Ecologica Sinica, 2023, 43(16): 6772-6784. (in Chinese with English abstract)
[24]	ZHANG X F, HAN R Q, Yang S J, et al. Identification of bundles and driving factors of ecosystem services at multiple scales in the eastern China region[J]. Ecological Indicators, 2024, 158: 111378. doi: 10.1016/j.ecolind.2023.111378
[25]	石晶,石培基,李雪红,等. 石羊河流域生态系统服务时空变化及其多尺度影响因素研究[J]. 地理科学进展,2024,43(2):276-289. doi: 10.18306/dlkxjz.2024.02.006 SHI Jing, SHI Peiji, LI Xuehong, et al. Spatial and temporal variability of ecosystem services in the Shiyang River basin and its multi-scale influencing factors[J]. Progress in Geography, 2024, 43(2): 276-289. (in Chinese with English abstract) doi: 10.18306/dlkxjz.2024.02.006
[26]	李奕淇,蒋卫国,邓雅文. 河北雄安新区“三生空间”人地系统及耦合协调度探究[J]. 地理与地理信息科学,2023,39(6):91-97. doi: 10.3969/j.issn.1672-0504.2023.06.012 LI Yiqi, JIANG Weiguo, DENG Yawen. Human-land system and its coupling coordination degree in Xiong′an new area from the perspective of "production-living-ecological spaces"[J]. Geography and Geo-Information Science, 2023, 39(6): 91-97. (in Chinese with English abstract) doi: 10.3969/j.issn.1672-0504.2023.06.012
[27]	FU J Y, BU Z Q, JIANG D, et al. Sustainable land use diagnosis based on the perspective of production–living–ecological spaces in China[J]. Land Use Policy, 2022, 122: 106386. doi: 10.1016/j.landusepol.2022.106386
[28]	黄强,陈田田,王强,等. 喀斯特山区生态系统服务权衡关系分异特征及生态安全格局识别——以贵州省为例[J]. 地理科学,2024,44(6):1080-1091. HUANG Qiang, CHEN Tiantian, WANG Qiang, et al. Differentiation characteristics of trade-off on ecosystem services and identification of ecological security pattern in karst mountainous areas: A case study of Guizhou Province. Scientia Geographica Sinica, 2024, 44(6): 1080-1091. (in Chinese with English abstract)
[29]	KARIMI J, HARRIS J , CORSTANGE R, et al. Using Bayesian Belief Networks to assess the influence of landscape connectivity on ecosystem service trade-offs and synergies in urban landscapes in the UK[J]. Landscape Ecology, 2021, 36(11): 1-19.
[30]	张雄,王芳,张俊峰,等. 长江中游城市群三生功能的空间关联性[J]. 中国人口·资源与环境,2021,31(11):110-122. doi: 10.12062/cpre.20210409 ZHANG Xiong, WANG Fang, ZHANG Junfeng, et al. Spatial correlation of the productive-ecological-living function of urban agglomeration in the middle reaches of the Yangtze River[J]. China Population, Resources and Environment, 2021, 31(11): 110-122. (in Chinese with English abstract) doi: 10.12062/cpre.20210409
[31]	刘超,张祚,纪旭,等. 基于土地功能强弱对比的三生空间识别与优化——以襄阳市为例[J]. 资源科学,2023,45(7):1366-1379. doi: 10.18402/resci.2023.07.07 LIU Chao, ZHANG Zuo, JI Xu, et al. Identification and optimization of production-living-ecological spaces based on the comparison of strengths and weaknesses of land functions: A case study of Xiangyang city[J]. Resources Science, 2023, 45(7): 1366-1379. (in Chinese with English abstract) doi: 10.18402/resci.2023.07.07
[32]	李波,杨朝现,谢德体,等. 山地丘陵区“三生”功能时空演变特征分析——以重庆市江津区为例[J]. 水土保持研究,2021,28(4):316-323. LI Bo, YANG Zhaoxian, XIE Deti, et al. Analysis of spatiotemporal evolution characteristics of ‘Sansheng’function in hilly areas: A case study of Jiangjin district of Chongqing[J]. Research of Soil and Water Conservation, 2021, 28(4): 316-323. (in Chinese with English abstract)
[33]	刘超,许月卿,卢新海. 生态脆弱贫困区土地利用多功能权衡/协同格局演变与优化分区——以张家口市为例[J]. 经济地理,2021,41(1):181-190. LIU Chao, XU Yueqing, LU Xinhai. Spatio-temporal evolution and optimization regionalization of trade-off and synergy of land use functions in ecologically fragile and poverty areas: A case study of Zhangjiakou city[J]. Economic Geography, 2021, 41(1): 181-190. (in Chinese with English abstract)
[34]	徐凯,房艳刚,周宇航. 基于“三生”视角的镇域乡村功能空间分化研究——以山东省为例[J]. 地理科学进展,2023,42(4):644-656. doi: 10.18306/dlkxjz.2023.04.003 XU Kai, FANG Yangang, ZHOU Yuhang. Spatial differentiation of rural functions from the perspective of production-living-ecological functions at the township level: A case study of Shandong Province[J]. Progress in Geography, 2023, 42(4): 644-656. (in Chinese with English abstract) doi: 10.18306/dlkxjz.2023.04.003
[35]	程琳琳,田超,殷婷婷. 多功能视角下矿业乡村生活空间宜居性评价与影响因素——以北京市门头沟区为例[J]. 地域研究与开发,2021,40(6):140-146. doi: 10.3969/j.issn.1003-2363.2021.06.024 CHENG Linlin, TIAN Chao, YIN Tingting. Evaluation and influencing factors of livability of living space in mining village from the multi-functional perspective: A case of Mentougou district of Beijing city[J]. Areal Research and Development, 2021, 40(6): 140-146. (in Chinese with English abstract) doi: 10.3969/j.issn.1003-2363.2021.06.024
[36]	周侗,王佳琳. 中原城市群乡村“三生”功能分区识别及调控路径[J]. 地理科学,2023,43(7):1227-1238. ZHOU Tong, WANG Jialin. Classifying and regulation pathway of rural "production-living-ecology" regional area in the center plains urban agglomeration[J]. Scientia Geographica Sinica, 2023, 43(7): 1227-1238. (in Chinese with English abstract)
[37]	李潇,吴克宁,冯喆,等. 网格尺度下河南省农业土地利用系统多功能的空间化及权衡/协同分析[J]. 农业工程学报,2023,39(18):242-252. doi: 10.11975/j.issn.1002-6819.202304007 LI Xiao, WU Kening, FENG Zhe, et al. Spatial identification and tradeoff/synergy analysis of multiple agricultural land use system functions at grid scale in Henan province[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2023, 39(18): 242-252. (in Chinese with English abstract) doi: 10.11975/j.issn.1002-6819.202304007
[38]	张立伟,傅伯杰,吕一河,等. 基于综合指标法的中国生态系统服务保护有效性评价研究[J]. 地理学报,2016,71(5):768-780. doi: 10.11821/dlxb201605006 ZHANG Liwei, FU Bojie, Lü Yihe, et al. The using of composite indicators to assess the conservational effectiveness of ecosystem services in China[J]. Acta Geographica Sinica, 2016, 71(5): 768-780. (in Chinese with English abstract) doi: 10.11821/dlxb201605006
[39]	YANG Y Y, REN X Z, YAN J M. Trade-offs or synergies? Identifying dynamic land use functions and their interrelations at the grid scale in urban agglomeration[J]. Cities, 2023, 140: 104384.
[40]	黄木易,岳文泽,方斌,等. 1970-2015年大别山区生态服务价值尺度响应特征及地理探测机制[J]. 地理学报,2019,74(9):1904-1920. doi: 10.11821/dlxb201909015 HUANG Muyi, YUE Wenze, FANG Bin, et al. Scale response characteristics and geographic exploration mechanism of spatial differentiation of ecosystem service values in Dabie mountain area, central China from 1970 to 2015[J]. Acta Geographica Sinica, 2019, 74(9): 1904-1920. (in Chinese with English abstract) doi: 10.11821/dlxb201909015
[41]	杨朔,郑晓筝,赵国平. 关中平原城市群“三生”空间生态环境效应及影响因素研究[J]. 干旱区资源与环境,2023,37(9):26-35. YANG Shuo, ZHENG Xiaozheng, ZHAO Guoping.Spatial ecological effects of ecological-production-living spaces in the Guanzhong plain urban agglomeration and influencing factors[J]. Journal of Arid Land Resources and Environment, 2023,37(9):26-35. (in Chinese with English abstract)
[42]	FORIO M A E, VILLA-COX G, ECHELPOEL W V , et al. Bayesian Belief Network models as trade-off tools of ecosystem services in the Guayas River Basin in Ecuador[J]. Ecosystem Services, 2020, 44: 101124.
[43]	SUN X Y, YE D Y, SHAN R F, et al. Effect of physical geographic and socioeconomic processes on interactions among ecosystem services based on machine learning[J]. Journal of Cleaner Production, 2022, 359: 131976. doi: 10.1016/j.jclepro.2022.131976
[44]	ZHAO R, LUIS J G , ANTONIO J M R , et al. Understanding trade-offs and synergies among soil functions to support decision-making for sustainable cultivated land use[J]. Frontiers in Environmental Science, 2022, 10: 1063907.