Journal of Desert Research ›› 2026, Vol. 46 ›› Issue (3): 41-53.DOI: 10.7522/j.issn.1000-694X.2025.00152
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Jie Song1(
), Longfei Zhang1, Wenkai Song1, Peisen Chen1, Yuhan He1, Wen Liang2
Received:2025-08-13
Revised:2025-10-15
Online:2026-05-20
Published:2026-06-11
CLC Number:
Jie Song, Longfei Zhang, Wenkai Song, Peisen Chen, Yuhan He, Wen Liang. Supply-demand matching of ecosystem services and zoning control in the Fenhe River Basin, China[J]. Journal of Desert Research, 2026, 46(3): 41-53.
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URL: http://www.desert.ac.cn/EN/10.7522/j.issn.1000-694X.2025.00152
| 数据类型 | 来源 | 格式 | 空间分辨率 |
|---|---|---|---|
| 土地利用 | 资源环境科学与数据中心(http ://www.resde.en/) | 栅格 | 30 m |
| NDVI | 资源环境科学与数据中心(http ://www.resde.en/) | 栅格 | 1 km |
| 降水量 | 国家地球系统科学数据中(http://www.geodata.cn) | 栅格 | 1 km |
| 蒸散发量 | 国家生态系统科学数据中心(http://www.nesde.org.c) | 栅格 | 1 km |
| 根系深度、土壤质地和有机碳含量 | 《基于世界土壤数据库(HWSD)的中国土壤数据集》(V1.1)(htp://data.tpde.ac.cn/zh-hans/data) | 栅格 | 1 km |
| 需水量 | 山西省水资源公报 | 统计 | |
| 碳排放量 | 中国碳核算数据库(CEADS)(http://www.ceads.net/) | 统计 | |
| 粮食产量 | 省、市统计年鉴 | 统计 | |
| 人口密度 | WorldPop(https://www.Worldpop.org/) | 栅格 | 1 km |
| 社会经济统计数据 | 省、市统计年鉴 | 统计 | |
| 行政区划 | 全国地理信息资源目录(http://www.webmap.cn/) | 矢量 |
Table 1 Descriptions of the data
| 数据类型 | 来源 | 格式 | 空间分辨率 |
|---|---|---|---|
| 土地利用 | 资源环境科学与数据中心(http ://www.resde.en/) | 栅格 | 30 m |
| NDVI | 资源环境科学与数据中心(http ://www.resde.en/) | 栅格 | 1 km |
| 降水量 | 国家地球系统科学数据中(http://www.geodata.cn) | 栅格 | 1 km |
| 蒸散发量 | 国家生态系统科学数据中心(http://www.nesde.org.c) | 栅格 | 1 km |
| 根系深度、土壤质地和有机碳含量 | 《基于世界土壤数据库(HWSD)的中国土壤数据集》(V1.1)(htp://data.tpde.ac.cn/zh-hans/data) | 栅格 | 1 km |
| 需水量 | 山西省水资源公报 | 统计 | |
| 碳排放量 | 中国碳核算数据库(CEADS)(http://www.ceads.net/) | 统计 | |
| 粮食产量 | 省、市统计年鉴 | 统计 | |
| 人口密度 | WorldPop(https://www.Worldpop.org/) | 栅格 | 1 km |
| 社会经济统计数据 | 省、市统计年鉴 | 统计 | |
| 行政区划 | 全国地理信息资源目录(http://www.webmap.cn/) | 矢量 |
生态系统 服务类型 | 公式 | 描述 |
|---|---|---|
| 产水服务供给 | AETx 为栅格x实际蒸散量;px 为栅格x降水量 | |
| 产水服务需求 | WYdx =Dw×pxpop[ | Dw为人均用水量;pxpop为栅格x人口密度 |
| 固碳服务供给 | Cx =Cabove+Cbelow+Cdead+Csoil[ | Cabove、Cbelow、Cdead、Csoil分别为地上生物碳储量、地下生物碳储量、死亡有机质碳储量、土壤碳储量 |
| 固碳服务需求 | Cdx =Dc×pxpop[ | Dc为人均碳排放量;pxpop为栅格x人口密度 |
| 粮食生产服务供给 | NDVIx 为栅格x的NDVI值;NDVIsum为流域内耕地的NDVI值总和;Gsum为研究区粮食总产量 | |
| 粮食生产服务需求 | GPdx =Df×pxpop[ | Df为人均粮食消费量;pxpop为栅格x人口密度 |
| 土壤保持服务供给 | SDRx =RKLSx -USLEx[ | RKLSx 为栅格x土壤潜在侵蚀量;USLEx 为栅格x土壤实际侵蚀量 |
| 土壤保持服务需求 | USLEx =R×K×LS×C×P[ | R、K、LS、C、P分别为降雨侵蚀因子、土壤可蚀性因子、地形因子、植被因子、土壤保持措施因子 |
| 水质净化服务供给 | WPx =QⅢgrade×Vwater[ | QⅢgrade表示Ⅲ类水质标准下允许排放的氮输出量;Vwater表示流域的产水量 |
| 水质净化服务需求 | ||
| 生境质量服务供给 | H为生境适宜度;Dx 为栅格x生境胁迫水平;k为半饱和常数;z为归一化常数 | |
| 生境质量服务需求 | C为土地利用强度;px 为人口空间分布;Ex 为地区生产总值空间分布 |
Table 2 Quantification methods for supply and demand of ecosystem services
生态系统 服务类型 | 公式 | 描述 |
|---|---|---|
| 产水服务供给 | AETx 为栅格x实际蒸散量;px 为栅格x降水量 | |
| 产水服务需求 | WYdx =Dw×pxpop[ | Dw为人均用水量;pxpop为栅格x人口密度 |
| 固碳服务供给 | Cx =Cabove+Cbelow+Cdead+Csoil[ | Cabove、Cbelow、Cdead、Csoil分别为地上生物碳储量、地下生物碳储量、死亡有机质碳储量、土壤碳储量 |
| 固碳服务需求 | Cdx =Dc×pxpop[ | Dc为人均碳排放量;pxpop为栅格x人口密度 |
| 粮食生产服务供给 | NDVIx 为栅格x的NDVI值;NDVIsum为流域内耕地的NDVI值总和;Gsum为研究区粮食总产量 | |
| 粮食生产服务需求 | GPdx =Df×pxpop[ | Df为人均粮食消费量;pxpop为栅格x人口密度 |
| 土壤保持服务供给 | SDRx =RKLSx -USLEx[ | RKLSx 为栅格x土壤潜在侵蚀量;USLEx 为栅格x土壤实际侵蚀量 |
| 土壤保持服务需求 | USLEx =R×K×LS×C×P[ | R、K、LS、C、P分别为降雨侵蚀因子、土壤可蚀性因子、地形因子、植被因子、土壤保持措施因子 |
| 水质净化服务供给 | WPx =QⅢgrade×Vwater[ | QⅢgrade表示Ⅲ类水质标准下允许排放的氮输出量;Vwater表示流域的产水量 |
| 水质净化服务需求 | ||
| 生境质量服务供给 | H为生境适宜度;Dx 为栅格x生境胁迫水平;k为半饱和常数;z为归一化常数 | |
| 生境质量服务需求 | C为土地利用强度;px 为人口空间分布;Ex 为地区生产总值空间分布 |
| 生态系统服务平均供需比 | 2000年 | 2010年 | 2020年 |
|---|---|---|---|
| 产水服务 | -0.0009 | -0.0018 | 0.0062 |
| 固碳服务 | 0.0816 | 0.0111 | 0.0018 |
| 粮食生产服务 | 0.0035 | 0.0153 | 0.0081 |
| 土壤保持服务 | 0.0150 | 0.0160 | 0.0172 |
| 水质净化服务 | -0.0200 | -0.0147 | 0.0012 |
| 生境质量服务 | 0.1870 | 0.1877 | 0.2376 |
Table 3 The average value of ecosystem services supply-demand ratio
| 生态系统服务平均供需比 | 2000年 | 2010年 | 2020年 |
|---|---|---|---|
| 产水服务 | -0.0009 | -0.0018 | 0.0062 |
| 固碳服务 | 0.0816 | 0.0111 | 0.0018 |
| 粮食生产服务 | 0.0035 | 0.0153 | 0.0081 |
| 土壤保持服务 | 0.0150 | 0.0160 | 0.0172 |
| 水质净化服务 | -0.0200 | -0.0147 | 0.0012 |
| 生境质量服务 | 0.1870 | 0.1877 | 0.2376 |
Fig.7 Spatial patten (A), relative magnitude (B), composition (C) and transformation (D) of ecosystem services supply-demand bundles from 2000 to 2020
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