Multifunctional Evolution Response Mechanisms to Urbanization Processes on Peri-Urban Cultivated Land, Nanchang City, China
Abstract
:1. Introduction
2. Study Area Overview
3. Materials and Methods
3.1. Data Sources and Preprocessing
3.2. Method
3.2.1. Classification of Evaluation Units
3.2.2. Evaluation System Construction
- (1)
- The production function
- (2)
- Ecological functions
- (3)
- Landscape cultural function
3.2.3. Cultivated Land Multifunctional Evaluation Score
3.2.4. Determination of Urbanization Indicators
3.2.5. Analysis of the Response Mechanisms
- (1)
- Spatial autocorrelation
- (2)
- Optimal parameter-based geographic detectors
4. Results
4.1. Spatial and Temporal Evolution of Multifunctionality of Cultivated Land
4.2. Clustering of Multifunctional Process Changes in Cultivated Land
4.3. Factors Influencing Urbanization on Multifunctional Changes in Cultivated Land
4.3.1. Main Influencing Factors
4.3.2. Interaction Factor Detection Analysis
5. Discussion
5.1. Advantages of the Methodology
5.2. Locational Effects of Urbanization on the Level of Multifunctionality of Peri-Urban Cultivated Land
5.3. Impact of Factors of Urbanization on Changes in Multifunctional Levels of Cultivated Land in Peri-Urban Areas
5.4. Policy Implications for Multifunctional Enhancement of Cultivated Land
5.5. Limitations and Research Prospects
6. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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Project | Data Name | Data Description | Data Source |
---|---|---|---|
Multi-functional evaluation of cultivated land | Cultivated land vector dataset | A collection of vector polygons delineating the boundaries of cultivated land parcels | Data from the second and third national land surveys |
Soil pH, soil texture, soil organic matter content, effective soil layer thickness | Physicochemical properties of cultivated land soil | 2022 Cultivated Land Quality Rating Database, 2012 cultivated Land Fertility Evaluation Database | |
Irrigation conditions, drainage conditions | Natural conditions and irrigation facilities for meeting the water needs of crop growth and draining excess water from cultivated land | Cultivated land quality grade data, with corrections based on field research | |
Crop sowing area, crop total output, chemical fertilizer application amount | Basic use situation of cultivated land | Nanchang Statistical Yearbook | |
POI (points of Interest) of farmhouse tourism | POI of cultivated land for leisure and tourism | The information of rural homestays can be accessed on the Gaode API platform. https://lbs.amap.com (accessed on 22 September 2024) | |
Boundary of Nanchang central Area | The central area of Nanchang City | Obtained by clipping based on the Nanchang central city | |
Determination of urbanization Indicators | Nighttime light data (1 km) | Information on the nighttime brightness of the earth’s surface collected using remote sensing technology | Corrected from DMSP-OLS and SNPP-VIIRS data |
GDP grid data (1 km) | Spatial distribution data formed by distributing GDP data onto grid cells | China GDP spatial distribution kilometer grid dataset, with corrections based on local economic development conditions | |
Population grid data (1 km) | Spatial distribution data formed by distributing population data onto grid cells | LandScan dataset | |
Road vector data | A dataset with road information digitized in vector form | OpenStreetMap. https://www.openstreetmap.org/ (accessed on 17 September 2024) | |
Regional economic structure, per capita disposable income of urban residents, urban population, per capita public green space area, number of residents’ committees | Regional national economic and social development data | Regional National Economic and Social Development Statistical Bulletin | |
Land use data (30 m) | Raster data on land use patterns, statuses, characteristics, and changes | Interpreted from Landsat 8 remote sensing imagery from 2012 and 2020 available at the United States Geological Survey https://glovis.usgs.gov/ (accessed on 16 September 2024) |
Guideline Level | Indicators | Score | |||||||
---|---|---|---|---|---|---|---|---|---|
100 | 80 | 70 | 60 | 50 | 40 | 20 | 10 | ||
Soil conditions | Soil pH value | 6.5~7.5 | 5.5~6.5 or 7.5~8.5 | 4.5~5.5 or >8.5 | <4.5 | ||||
Soil texture | Loam | Clay loam | Clay | Sandy soil | |||||
Soil organic matter content (g/kg) | >40 | 30~40 | 20~30 | 10~20 | ≤20 | ||||
Effective soil layer thickness (cm) | ≥100 | 60~100 | 30~60 | <30 | |||||
Farming conditions of use | Irrigation conditions | Fully met | Met | Met | Not met | ||||
Drainage conditions | Fully met | Met | Met | Not met |
Guideline Level | Indicators | Calculation Method | Reference |
---|---|---|---|
Water conservation | Water storage per unit of cultivated land | where is the integrated water storage, is the crop canopy retention (m3), is the soil water storage, is the area of cultivated land in each county and district, represents the sowing area of the th crop (hm2), represents the sum of the precipitation in each month of the growth cycle of the crop j (0.1 mm), represents the precipitation retention rate of the th type of crop, is the type of regional crop, is the number of types of regional crops, is the area of cultivated land in unit i, n is the total number of units; represents non-capillary infiltration rate of unit i, and represents thickness of cultivated land layer of unit i (m). | [38] |
Biodiversity | SDI | Pj is the ratio of the sown area of crop j in the region to the total sown area of crops in the region (when Pj = 0, lnPj = 0). | [39] |
Atmospheric regulation | Carbon fixation and oxygen release per unit of cultivated land | where is the sum of the amount of carbon dioxide fixed by photosynthesis and the amount of oxygen released by the crop during growth, is the total amount of carbon absorbed, is the amount of oxygen released, represents the economic yield of the ith crop in the region (t), represents the rate of carbon uptake per unit of organic matter synthesized by photosynthesis in the ith crop, represents the coefficient of water content of the fruit of the ith crop, represents the economic coefficient of the ith crop, | [30,40,41] |
Negative environmental impact | Fertilizer load per unit of cultivated land | The ratio of fertilizer application to cultivated land | [42] |
Guideline Level | Indicators | Score | |||||
---|---|---|---|---|---|---|---|
100 | 80 | 60 | 50 | 40 | 30 | ||
Location conditions | Cultural and leisure index | ||||||
Degree of influence of central cities | |||||||
Landscape conditions | Degree of concentration and succession (hm2) | ≥66.67 | 33.33~66.67 | 20~33.33 | <20 | ||
Landscape shape | ≥0.9 | 0.8~0.9 | 0.6~0.8 | 0.3~0.6 | <0.3 |
Function | Guideline Level | Indicators | Attribute | Measurement Unit | Combined Weights | Individual Function Weights |
---|---|---|---|---|---|---|
Production function | Soil conditions | Soil pH value | + | / | 0.063 | 0.1807 |
Soil texture | + | / | 0.057 | 0.1597 | ||
Soil organic matter content (g/kg) | + | g/kg | 0.076 | 0.2290 | ||
Effective soil layer thickness (cm) | + | cm | 0.065 | 0.1987 | ||
Farming conditions of use | Irrigation conditions | + | / | 0.050 | 0.1279 | |
Drainage conditions | + | / | 0.047 | 0.1041 | ||
Ecological function | Water conservation | Water storage per unit of cultivated land | + | t/hm2 | 0.074 | 0.2415 |
Biodiversity | SDI | + | / | 0.076 | 0.2838 | |
Atmospheric regulation | Carbon fixation and Oxygen release per unit of cultivated land | + | t | 0.086 | 0.3179 | |
Negative environmental impact | Fertilizer load per unit of cultivated land | + | t/hm2 | 0.056 | 0.1569 | |
Landscape cultural function | Location conditions | Cultural and leisure index | + | / | 0.082 | 0.2509 |
Degree of influence of central cities | + | / | 0.094 | 0.2705 | ||
Landscape conditions | Degree of concentration and succession | + | / | 0.112 | 0.3071 | |
Landscape shape | + | / | 0.061 | 0.1717 |
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Luo, X.; Ye, Y.; Guo, X.; Zhao, X.; Kuang, L. Multifunctional Evolution Response Mechanisms to Urbanization Processes on Peri-Urban Cultivated Land, Nanchang City, China. Land 2025, 14, 259. https://doi.org/10.3390/land14020259
Luo X, Ye Y, Guo X, Zhao X, Kuang L. Multifunctional Evolution Response Mechanisms to Urbanization Processes on Peri-Urban Cultivated Land, Nanchang City, China. Land. 2025; 14(2):259. https://doi.org/10.3390/land14020259
Chicago/Turabian StyleLuo, Xinzhou, Yingcong Ye, Xi Guo, Xiaomin Zhao, and Lihua Kuang. 2025. "Multifunctional Evolution Response Mechanisms to Urbanization Processes on Peri-Urban Cultivated Land, Nanchang City, China" Land 14, no. 2: 259. https://doi.org/10.3390/land14020259
APA StyleLuo, X., Ye, Y., Guo, X., Zhao, X., & Kuang, L. (2025). Multifunctional Evolution Response Mechanisms to Urbanization Processes on Peri-Urban Cultivated Land, Nanchang City, China. Land, 14(2), 259. https://doi.org/10.3390/land14020259