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Spatial Pattern and Influencing Factors of Rural Settlements in Qinba Mountains, Shaanxi Province, China

Author

Listed:
  • Sen Chen

    (College of Resource and Environment, Northwest A&F University, Yangling 712100, China)

  • Muhammad Sajid Mehmood

    (The College of Geography and Environmental Science, Henan University, Kaifeng 475004, China)

  • Shuchen Liu

    (College of Resource and Environment, Northwest A&F University, Yangling 712100, China)

  • Yimin Gao

    (College of Resource and Environment, Northwest A&F University, Yangling 712100, China)

Abstract

Spatial patterns and the influencing determinants of rural settlements are the most important indicators for understanding the constituent structure of rural regional systems. However, there is little knowledge addressing the characteristics from the settlement perspective by realizing the spatial reconstruction and sustainable development of rural settlements. Therefore, in this study, we analyzed the geographical, size, and morphological properties of rural settlement patterns in the Qinba Mountains in southern Shaanxi Province, China, using rural settlement and remote sensing data through spatial measurement index, gradient transects, demographic-economic index, and geodetector analysis. The results show the following: (1) Overall, rural settlements have spatial characteristics of “high-density multi-core clusters (0.8–1.6/km 2 ) and low-density broadly scattered (<0.08/km 2 )”. There is a significant positive correlation between the scale of rural settlement density and the characteristics of high-value agglomeration. (2) The spatial disparities of morphological traits of settlement shapes are significant. Furthermore, 1840 NP/piece of plain basin landform types provide high-value areas for each settlement feature value, and locations with moderate slopes are best for settlement dispersal. Moreover, rivers, roads, and distance from township centers are all examples of beneficial directivity. There is consistency between the spatial differentiation of rural settlement areas per capita and the distribution of settlement scale. Conversely, the settlement density is inconsistent with the agricultural production value density’s spatial distribution features. (3) The impact of geographical factors on the diversification of settlement characteristics has significant spatial differences. Moreover, natural ecological characteristics such as elevation and landform and the distribution of cultivated land strongly influence the spatial pattern of the study region. Finally, the study findings can be beneficial for land and space planning and rural governments to develop sustainable rural settlements.

Suggested Citation

  • Sen Chen & Muhammad Sajid Mehmood & Shuchen Liu & Yimin Gao, 2022. "Spatial Pattern and Influencing Factors of Rural Settlements in Qinba Mountains, Shaanxi Province, China," Sustainability, MDPI, vol. 14(16), pages 1-21, August.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:16:p:10095-:d:888551
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    References listed on IDEAS

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    1. Li, Feng & Ye, Yaping & Song, Bowen & Wang, Rusong, 2015. "Evaluation of urban suitable ecological land based on the minimum cumulative resistance model: A case study from Changzhou, China," Ecological Modelling, Elsevier, vol. 318(C), pages 194-203.
    2. Rui Zhou & Hao Zhang & Xin-Yue Ye & Xin-Jun Wang & Hai-Long Su, 2016. "The Delimitation of Urban Growth Boundaries Using the CLUE-S Land-Use Change Model: Study on Xinzhuang Town, Changshu City, China," Sustainability, MDPI, vol. 8(11), pages 1-16, November.
    3. Andrzej Rosner & Monika Wesołowska, 2020. "Deagrarianisation of the Economic Structure and the Evolution of Rural Settlement Patterns in Poland," Land, MDPI, vol. 9(12), pages 1-19, December.
    4. Song, Wei & Li, Huanhuan, 2020. "Spatial pattern evolution of rural settlements from 1961 to 2030 in Tongzhou District, China," Land Use Policy, Elsevier, vol. 99(C).
    5. Carmen Carrión-Flores & Elena G. Irwin, 2004. "Determinants of Residential Land-Use Conversion and Sprawl at the Rural-Urban Fringe," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(4), pages 889-904.
    6. Yu Zhang & Pengcheng Wang & Tianwei Wang & Chongfa Cai & Zhaoxia Li & Mingjun Teng, 2018. "Scenarios Simulation of Spatio-Temporal Land Use Changes for Exploring Sustainable Management Strategies," Sustainability, MDPI, vol. 10(4), pages 1-17, March.
    7. Guanglian Luo & Bin Wang & Dongqi Luo & Chaofu Wei, 2020. "Spatial Agglomeration Characteristics of Rural Settlements in Poor Mountainous Areas of Southwest China," Sustainability, MDPI, vol. 12(5), pages 1-13, February.
    8. Zhao, Fei & Zhang, Sujin & Du, Quanda & Ding, Jieyu & Luan, Guize & Xie, Zhiqiang, 2021. "Assessment of the sustainable development of rural minority settlements based on multidimensional data and geographical detector method: A case study in Dehong, China," Socio-Economic Planning Sciences, Elsevier, vol. 78(C).
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