Analysis of Temporal and Spatial Dynamics of Ecosystem Services and Trade-Offs/Synergies during Urbanization in the Loess Plateau, China
Abstract
:1. Introduction
2. Data and Methods
2.1. Study Area
2.2. Data Sources
2.3. Urbanization Level Quantification and Zoning
2.4. Assessment of ESs
- (1)
- Carbon Sequestration
- (2)
- Soil Conservation
- (3)
- Water Yield
- (4)
- Habitat Quality
2.5. Spatial Relationship Analysis
3. Results
3.1. Urbanization Zoning
3.2. Changing Trends of ESs
3.3. Changing Trends of ESs in Urbanization Zoning
4. Discussion
4.1. Urbanization Impact on ESs
4.2. Limitations and Prospects
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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Data Type | Data Format | Data Source | Spatial Resolution |
---|---|---|---|
Land use/Land cover | Raster | Resource and Environment Science and Data Center (http://www.resdc.cn/ accessed on 3 November 2022) | 1 km |
Precipitation | Raster | National Earth System Science Data Center, National Science & Technology Infrastructure of China (http://www.geodata.cn accessed on 5 Decemeber 2022) | 1 km |
Evapotranspiration | Raster | National Earth System Science Data Center, National Science & Technology Infrastructure of China (http://www.geodata.cn accessed on 5 Decemeber 2022) | 1 km |
Digital elevation model (DEM) | Raster | Resource and Environment Science and Data Center (http://www.resdc.cn/ accessed on 3 November 2022) | 90 m |
Normalized difference vegetation index (NDVI) | Raster | Resource and Environment Science and Data Center (http://www.resdc.cn/ accessed on 20 Decemeber 2022) | 1 km |
Depth to bedrock | Raster | (http://globalchange.bnu.edu.cn/research/cdtb.jsp accessed on 16 January 2023) | 1 km |
Soil texture | Raster | China soil map-based harmonized world soil database (HWSD) (v1.1) (http://data.tpdc.ac.cn/zh-hans/data/611f7d50-b419-4d14-b4dd-4a944b141175/ accessed on 16 January 2023) | 1 km |
Population density | Raster | WorldPop (https://www.worldpop.org/datacatalog/ accessed on 25 February 2023) | 1 km |
Night lighting data | Raster | (https://data.tpdc.ac.cn/zh-hans/data/e755f1ba-9cd1-4e43-98ca-cd081b5a0b3e accessed on 28 February 2023) | 1 km |
Road | Shapefile | OpenStreetMap data (https://www.openstreetmap.org accessed on 28 February 2023) | 1 km |
Urbanization Areas | Classification Criteria |
---|---|
Developed urban area | CUL in 2000 > 0.12, CUL in 2020 > 0.12 |
Developing urban area | CUL in 2000 < 0.12, CUL in 2020 > 0.12 |
Rural area | CUL in 2000 < 0.12, CUL in 2020 < 0.12 |
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Liu, J.; Wang, H.; Tang, B.; Hui, L.; Zhang, W.; Zhang, L.; Jiao, L. Analysis of Temporal and Spatial Dynamics of Ecosystem Services and Trade-Offs/Synergies during Urbanization in the Loess Plateau, China. Land 2023, 12, 2136. https://doi.org/10.3390/land12122136
Liu J, Wang H, Tang B, Hui L, Zhang W, Zhang L, Jiao L. Analysis of Temporal and Spatial Dynamics of Ecosystem Services and Trade-Offs/Synergies during Urbanization in the Loess Plateau, China. Land. 2023; 12(12):2136. https://doi.org/10.3390/land12122136
Chicago/Turabian StyleLiu, Jiamin, Hao Wang, Butian Tang, Le Hui, Weijuan Zhang, Liwei Zhang, and Lei Jiao. 2023. "Analysis of Temporal and Spatial Dynamics of Ecosystem Services and Trade-Offs/Synergies during Urbanization in the Loess Plateau, China" Land 12, no. 12: 2136. https://doi.org/10.3390/land12122136