干旱区研究 ›› 2025, Vol. 42 ›› Issue (6): 1103-1113.doi: 10.13866/j.azr.2025.06.13 cstr: 32277.14.AZR.20250613
李治明1(
), 张国飞2(
), 邢捷1, 杨磊1,3, 王卫东1,3, 曹娟1,3
收稿日期:2024-07-14
修回日期:2025-03-25
出版日期:2025-06-15
发布日期:2025-06-11
通讯作者:
张国飞. E-mail: zhangguofei@lzu.edu.cn作者简介:李治明(1987-),高级工程师,主要从事生态修复工程监测及效果评价. E-mail: lzhm216@163.com
基金资助:
LI Zhiming1(
), ZHANG Guofei2(
), XING Jie1, YANG Lei1,3, WANG Weidong1,3, CAO Juan1,3
Received:2024-07-14
Revised:2025-03-25
Published:2025-06-15
Online:2025-06-11
摘要:
构建生态安全格局,精准识别生态修复关键区域,是推进国土空间生态修复的前提和保障。陇南市作为国家重点水源涵养区和长江上游生态安全屏障,其生态安全至关重要。本研究采用InVEST模型评估生态系统服务功能,结合形态学空间格局分析(MSPA)方法和电路理论构建陇南市生态安全格局并分析其演变规律。 结果表明:(1) 2000—2022年生态源地面积增加,其中康县、徽县和成县增加显著,呈现出南多北少的空间分布格局。(2) 平均阻力值呈先下降后上升的变化趋势,生态廊道长度呈先增加后减小,研究期内生态廊道净减少长度约508.94 km,空间上由中部向东南部移动的趋势。(3) 生态夹点主要位于阻力低值区域,以林地、耕地和草地为主,面积逐年减少,同期净减少面积约144.84 km2;生态障碍点数量和面积均有所减少,集中在武都区、礼县和宕昌县。研究结果可以为制定陇南市生态修复规划和区域经济高质量发展提供科学依据。
李治明, 张国飞, 邢捷, 杨磊, 王卫东, 曹娟. 基于MSPA-InVEST模型的陇南市生态安全格局时空演变[J]. 干旱区研究, 2025, 42(6): 1103-1113.
LI Zhiming, ZHANG Guofei, XING Jie, YANG Lei, WANG Weidong, CAO Juan. Spatiotemporal evolution of the ecological security pattern in Longnan City based on the MSPA-InVEST model[J]. Arid Zone Research, 2025, 42(6): 1103-1113.
表1
数据来源"
| 数据名称 | 分辨率 | 数据用途 | 数据来源 |
|---|---|---|---|
| 土地覆盖类型 | 30 m | 量化生态系统服务、识别潜在生态源地 | 武汉大学中国土地覆盖数据集(CLCD)( |
| 高程(DEM) | 30 m | 计算坡度、地形起伏度等地形因子 | 地理空间数据云网站( |
| Landsat 7 TM+、Landsat 8 OLI遥感影像 | 30 m | 计算植被覆盖度(NDVI) | |
| 降水量 | 1 km | 计算平均的年降水量、降雨侵蚀力因子等 | 国家地球系统科学数据中心( |
| 潜在蒸散发量 | 1 km | 计算平均的潜在蒸散发量 | |
| 土壤数据 | 1 km | 计算土壤侵蚀因子、土壤最大根系埋藏深度等 | 世界土壤数据库( |
| 交通道路 | - | 构建综合阻力面 | 开放街道地图(OSM)开源数据( |
| 河流 | - | 构建综合阻力面 | 开放街道地图(OSM)开源数据( |
| 居民点 | - | 构建综合阻力面 | |
| 自然保护区边界 | - | 后续结果分析 |
表2
2000—2022年各区县生态源地总面积"
| 区县 | 2000年 | 2005年 | 2010年 | 2015年 | 2020年 | 2022年 | 面积变化/km2 | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 面积/km2 | 占比/% | 面积/km2 | 占比/% | 面积/km2 | 占比/% | 面积/km2 | 占比/% | 面积/km2 | 占比/% | 面积/km2 | 占比/% | |||||||
| 武都区 | 1041.47 | 12.04 | 1063.70 | 12.02 | 1093.48 | 12.01 | 1058.38 | 11.64 | 1350.36 | 13.05 | 1190.7 | 11.59 | 149.23 | |||||
| 成县 | 422.60 | 4.89 | 519.49 | 5.87 | 538.66 | 5.91 | 495.01 | 5.44 | 664.96 | 6.43 | 713.30 | 6.94 | 290.70 | |||||
| 文县 | 2849.99 | 32.96 | 2838.50 | 32.07 | 2860.18 | 31.40 | 2846.87 | 31.30 | 3011.10 | 29.11 | 3000.56 | 29.20 | 150.57 | |||||
| 宕昌县 | 599.12 | 6.93 | 619.09 | 6.99 | 631.06 | 6.93 | 658.59 | 7.24 | 670.13 | 6.48 | 690.84 | 6.72 | 91.72 | |||||
| 康县 | 1303.71 | 15.08 | 1365.79 | 15.43 | 1433.83 | 15.74 | 1453.08 | 15.97 | 1811.91 | 17.52 | 1792.16 | 17.44 | 488.45 | |||||
| 西和县 | 192.51 | 2.22 | 196.98 | 2.23 | 203.96 | 2.24 | 210.88 | 2.32 | 289.76 | 2.80 | 257.28 | 2.50 | 64.77 | |||||
| 礼县 | 172.86 | 2.00 | 176.17 | 1.99 | 181.71 | 1.99 | 186.61 | 2.05 | 76.99 | 0.74 | 77.28 | 0.75 | -95.58 | |||||
| 徽县 | 1156.97 | 13.38 | 1160.63 | 13.11 | 1238.55 | 13.60 | 1248.12 | 13.72 | 1510.17 | 14.60 | 1540.43 | 14.99 | 383.46 | |||||
| 两当县 | 907.56 | 10.50 | 910.58 | 10.29 | 927.04 | 10.18 | 938.29 | 10.32 | 959.17 | 9.27 | 1014.57 | 9.87 | 107.01 | |||||
| 合计 | 8646.79 | 100 | 8850.94 | 100 | 9108.48 | 100 | 9095.82 | 100 | 10344.55 | 100 | 10277.10 | 100 | 1630.31 | |||||
表3
2000—2022年各区县生态障碍点面积"
| 区县 | 生态障碍点面积/km | |||||
|---|---|---|---|---|---|---|
| 2000年 | 2005年 | 2010年 | 2015年 | 2020年 | 2022年 | |
| 武都区 | 16.49 | - | 14.65 | 25.86 | 11.97 | 3.76 |
| 成县 | - | - | - | - | - | 2.38 |
| 文县 | - | 1.17 | - | - | 3.56 | - |
| 宕昌县 | 35.16 | - | 24.14 | 27.04 | - | - |
| 康县 | - | - | - | - | 3.44 | 1.15 |
| 西和县 | 3.54 | - | 4.92 | - | - | - |
| 礼县 | 8.03 | 1.46 | 5.56 | - | - | 1.01 |
| 徽县 | - | - | - | - | - | - |
| 两当县 | - | - | - | - | - | - |
| 合计 | 63.21 | 2.62 | 49.27 | 52.90 | 18.98 | 8.30 |
| [1] | 覃彬桂, 林伊琳, 赵俊三, 等. 基于InVEST模型和电路理论的昆明市国土空间生态修复关键区域识别[J]. 中国环境科学, 2023, 43(2): 809-820. |
| [Qin Bingui, Lin Yilin, Zhao Junsan, et al. Identification of key areas for the ecological restoration of territorial space in Kunming based on the InVEST model and circuit theory[J]. China Environmental Science, 2023, 43(2): 809-820.] | |
| [2] | 刘凤莲, 刘艳. 基于生态安全格局的高原城市生态修复关键区域识别——以昆明市为例[J]. 国土资源科技管理, 2023, 40(3): 17-30. |
| [Liu Fenglian, Liu Yan. Identification of key areas for ecological restoration in plateau cities based on the ecological security pattern: A case study of Kunming[J]. Scientific and Technological Management of Land and Resources, 2023, 40(3): 17-30.] | |
| [3] |
包玉斌, 王耀宗, 路锋, 等. 六盘山区国土空间生态安全格局构建与分区优化[J]. 干旱区研究, 2023, 40(7): 1172-1183.
doi: 10.13866/j.azr.2023.07.14 |
|
[Bao Yubin, Wang Yaozong, Lu Feng, et al. Construction of an ecological security pattern and zoning optimization for territorial space in the Liupan Mountain Area[J]. Arid Zone Research, 2023, 40(7): 1172-1183.]
doi: 10.13866/j.azr.2023.07.14 |
|
| [4] | 付凤杰, 刘珍环, 刘海. 基于生态安全格局的国土空间生态修复关键区域识别——以贺州市为例[J]. 生态学报, 2021, 41(9): 3406-3414. |
| [Fu Fengjie, Liu Zhenhuan, Liu Hai. Identifying key areas of ecosystem restoration for territorial space based on ecological security pattern: A case study in Hezhou City[J]. Acta Ecologica Sinica, 2021, 41(9): 3406-3414.] | |
| [5] | 屠越, 刘敏, 高婵婵, 等. 大都市区生态源地识别体系构建及国土空间生态修复关键区诊断[J]. 生态学报, 2022, 42(17): 7056-7067. |
| [Tu Yue, Liu Min, Gao Chanchan, et al. Construction of ecological sources identification system for metropolitan areas and diagnosis of key areas for ecological restoration in nationally spatial areas[J]. Acta Ecologica Sinica, 2022, 42(17): 7056-7067.] | |
| [6] |
陈南南, 康帅直, 赵永华, 等. 基于MSPA和MCR模型的秦岭(陕西段)山地生态网络构建[J]. 应用生态学报, 2021, 32(5): 1545-1553.
doi: 10.13287/j.1001-9332.202105.012 |
|
[Chen Nannan, Kang Shuaizhi, Zhao Yonghua, et al. Construction of ecological network in Qinling Mountains of Shaanxi, China based on MSPA and MCR model[J]. Chinese Journal of Applied Ecology, 2021, 32(5): 1545-1553.]
doi: 10.13287/j.1001-9332.202105.012 |
|
| [7] | 杨鸿辉, 余娇, 耿建伟, 等. 基于遥感生态指数和电路理论的生态安全格局构建——以广州市为例[J]. 北京林业大学学报, 2023, 45(10): 127-139. |
| [Yang Honghui, Yu Jiao, Geng Jianwei, et al. Construction of ecological security pattern based on remote sensing urban ecological index and circuit theory: A case study of Guangzhou City[J]. Journal of Beijing Forestry University, 2023, 45(10): 127-139.] | |
| [8] | 陆禹, 佘济云, 陈彩虹, 等. 基于粒度反推法的景观生态安全格局优化——以海口市秀英区为例[J]. 生态学报, 2015, 35(19): 6384-6393. |
| [Lu Yu, She Jiyun, Chen Caihong, et al. Landscape ecological security pattern optimization based on the granularity inverse method: A case study in Xiuying District, Haikou[J]. Acta Ecologica Sinica, 2015, 35(19): 6384-6393.] | |
| [9] | 汪沁, 於冉, 储昭君, 等. 基于生态评价与电路理论的生态安全格局构建及关键区域识别——以安徽省为例[J]. 水土保持通报, 2023, 43(6): 209-216, 226. |
| [Wang Qin, Yu Ran, Chu Zhaojun, et al. Construction of ecological security pattern and identification of key regions based on ecological assessment and circuit theory: A case study in Anhui Province[J]. Bulletin of Soil and Water Conservation, 2023, 43(6): 209-216, 226.] | |
| [10] | 姚材仪, 何艳梅, 程建兄, 等. 岷江流域生态安全格局评价与优化——基于最小累积阻力模型和重力模型[J]. 生态学报, 2023, 43(17): 7083-7096. |
| [Yao Caiyi, He Yanmei, Cheng Jianxiong, et al. Evaluation of ecological security pattern and optimization suggestions in Minjiang River Basin based on MCR model and gravity model[J]. Acta Ecologica Sinica, 2023, 43(17): 7083-7096.] | |
| [11] | 杜雨阳, 王征强, 于庆和, 等. 基于生境质量模型和电路理论的区域生态安全格局构建——以秦岭(陕西段)为例[J]. 农业资源与环境学报, 2022, 39(5): 1069-1078. |
| [Du Yuyang, Wang Zhenqiang, Yu Qinghe, et al. Construction of a regional ecological security pattern based on a habitat quality model and circuit theory a case study of the Qinling Mountains (Shaanxi section)[J]. Journal of Agricultural Resources and Environment, 2022, 39(5): 1069-1078.] | |
| [12] | 李瑞发, 崔旺来. 长三角城市群生态安全的时空演变及影响因素[J]. 水土保持研究, 2025, 32(2): 377-386. |
| [Li Ruifa, Cui Wanglai. Temporal-spatial evolution and influencing factors of ecological security in the city cluster of Yangtze River Delta[J]. Research of Soil and Water Conservation, 2025, 32(2): 377-386.] | |
| [13] |
田柳兰, 王珊珊, 毋兆鹏. 基于多时相遥感数据的乌鲁木齐市生态安全格局构建[J]. 干旱区地理, 2023, 46(7): 1155-1165.
doi: 10.12118/j.issn.1000-6060.2022.473 |
|
[Tian Liulan, Wang Shanshan, Wu Zhaopeng. Construction of ecological security pattern in Urumqi based on multi-temporal remote sensing data[J]. Arid Land Geography, 2023, 46(7): 1155-1165.]
doi: 10.12118/j.issn.1000-6060.2022.473 |
|
| [14] | 王争磊, 乔家君, 刘海龙, 等. 黄河中游地区生态安全格局时空演变及优化策略[J]. 农业工程学报, 2024, 40(19): 231-239. |
| [Wang Zhenglei, Qiao Jiajun, Liu Hailong, et al. Spatio-temporal evolution and optimization strategy of ecological security pattern in the Middle Reaches of the Yellow River of China[J]. Transactions of the Chinese Society of Agricultural Engineering, 2024, 40(19): 231-239.] | |
| [15] | 贾玉婷, 赵雪雁, 介永庆. 脱贫山区农户生计转型的低碳效应研究——以陇南山区为例[J]. 地球环境学报, 2023, 14(6): 740-752. |
| [Jia Yuting, Zhao Xueyan, Jie Yongqing. A study on low carbon effect of livelihood transition of farmers in the mountainous area out of poverty: Taking Longnan mountainous area as an example[J]. Journal of Earth Environment, 2023, 14(6): 740-752.] | |
| [16] | 李文青, 赵雪雁, 何小风. 重点生态功能区农户相对贫困程度及影响因素——以陇南山区为例[J]. 生态学报, 2023, 43(19): 8206-8218. |
| [Li Wenqing, Zhao Xueyan, He Xiaofeng. Relative poverty degree and influencing factors of farmers in key ecological function areas: A case study of Longnan mountain area[J]. Acta Ecologica Sinica, 2023, 43(19): 8206-8218.] | |
| [17] |
孙彦, 赵雪雁. 山区农户的生计干预效率及其影响因素——以陇南山区为例[J]. 地理研究, 2023, 42(7): 1874-1891.
doi: 10.11821/dlyj020220867 |
| [Sun Yan, Zhao Xueyan. Efficiency and influencing factors of livelihood interventions of farming households in mountainous areas: A case study of Longnan mountainous areas[J]. Geographical Research, 2023, 42(7): 1874-1891.] | |
| [18] |
严莉, 曹广超, 康利刚, 等. 基于InVEST模型的共和县生境质量时空变化及驱动因素[J]. 干旱区研究, 2024, 41(2): 314-325.
doi: 10.13866/j.azr.2024.02.14 |
|
[Yan Li, Cao Guangchao, Kang Ligang, et al. Analysis of spatial and temporal changes in habitat quality and driving factors in Gonghe County using the InVEST model[J]. Arid Zone Research, 2024, 41(2): 314-325.]
doi: 10.13866/j.azr.2024.02.14 |
|
| [19] | 杜婕, 韩佩杰. 基于ArcGIS区统计的陇南市生态敏感性评价[J]. 测绘与空间地理信息, 2018, 41(7): 99-102. |
| [Du Jie, Han Peijie. Evaluation of ecological sensitivity of Longnan City based on ArcGIS area statistics[J]. Geomatics & Spatial Information Technology, 2018, 41(7): 99-102.] | |
| [20] | Yang J, Huang X. The 30 m annual land cover datasets and its dynamics in China from 1985 to 2022[DB/OL]. Earth System Science Data, 2023, 13(8): 3907-3925. |
| [21] | Zhang R, Zhang Q P, Zhang L, et al. Identification and extraction of a current urban ecological network in Minhang District of Shanghai based on an optimization method[J]. Ecological Indicators, 2022, 136: 108647. |
| [22] | 杨志广, 蒋志云, 郭程轩, 等. 基于形态空间格局分析和最小累积阻力模型的广州市生态网络构建[J]. 应用生态学报, 2018, 29(10): 3367-3376. |
| [Yang Zhiguang, Jiang Zhiyun, Guo Chengxuan, et al. Construction of ecological network using morphological spatial pattern analysis and minimal cumulative resistance models in Guangzhou City[J]. Chinese Journal of Applied Ecology, 2018, 29(10): 3367-3376.] | |
| [23] | 王晓峰, 朱梦娜, 张欣蓉, 等. 基于“源地-阻力-廊道”的三江源区生态安全格局构建[J]. 生态学报, 2024, 44(11): 4609-4623. |
| [Wang Xiaofeng, Zhu Mengna, Zhang Xinrong, et al. Ecological security pattern construction of the Three-river Source Region based on Source-Resistance-Corridor[J]. Acta Ecologica Sinica, 2024, 44(11): 4609-4623.] | |
| [24] | 李月, 刘静兰, 李静静, 等. 基于生态廊道识别的喀斯特流域生态安全格局构建——以贵州南明河流域为例[J/OL]. 环境科学, 1-23. [2025-03-20]. https://doi.org/10.13227/j.hjkx.202404038. |
| [Li Yue, Liu Jinglan, Li Jingjing, et al. Construction of an ecological security pattern in Karst Watersheds based on ecological corridor identification: A case study of the Nanming River Basin in Guizhou[J/OL]. Environmental Science, 1-23. [2025-03-20].] | |
| [25] | 钟味蓉, 魏雯. 基于生态安全格局的大理州国土空间生态修复关键区域识别[J]. 生态学杂志, 2024, 43(10): 3211-3222. |
|
[Zhong Weirong, Wei Wen. Identification of key areas of ecological restoration of land space in Dali Prefecture based on ecological security pattern[J]. Chinese Journal of Ecology, 2024, 43(10): 3211-3222.]
doi: 10.13292/j.1000-4890.202410.017 |
|
| [26] | Peng J, Pan Y J, Liu Y X, et al. Linking ecological degradation risk to identify ecological security patterns in a rapidly urbanizing landscape[J]. Habitat International, 2018, 71: 110-124. |
| [27] | Dong J Q, Peng J, Liu Y X, et al. Integrating spatial continuous wavelet transform and kernel density estimation to identify ecological corridors in megacities[J]. Landscape and Urban Planning, 2020, 199: 103815. |
| [28] | 李彤, 贾宝全, 刘文瑞, 等. 宜昌市生态安全网络要素时空动态及其影响因素[J]. 生态学报, 2023, 43(15): 6154-6169. |
| [Li Tong, Jia Baoquan, Liu Wenrui, et al. Spatio-temporal dynamics and influencing factors of ecological security network elements in Yichang, Hubei Province[J]. Acta Ecologica Sinica, 2023, 43(15): 6154-6169.] | |
| [29] | 吴艳霞, 魏志斌, 王爱琼. 基于DPSIR模型的黄河流域生态安全评价及影响因素研究[J]. 水土保持通报, 2022, 42(6): 322-331. |
| [Wu Yanxia, Wei Zhibin, Wang Aiqiong. Ecological safety evaluation and influencing factors of Yellow River basin based on DPSIR model[J]. Bulletin of Soil and Water Conservation, 2022, 42(6): 322-331.] | |
| [30] | 王争磊, 刘海龙, 丁娅楠, 等. 山西省生态安全时空演变特征及影响因素[J]. 生态学报, 2022, 42(18): 7470-7483. |
| [Wang Zhenglei, Liu Hailong, Ding Yanan, et al. Spatio-temporal evolution characteristics and influencing factors of ecological security in Shanxi Province[J]. Acta Ecologica Sinica, 2022, 42(18): 7470-7483.] |
| [1] | 刘小明, 郑世妍, 乔占明. 基于PLUS-InVEST模型的三江源土地利用变化动态模拟与生境质量[J]. 干旱区研究, 2025, 42(6): 1080-1092. |
| [2] | 吴朝巧, 林菲, 牛俊杰, 耿甜伟. 山西中部城市群生态系统服务对土地利用格局变化的响应[J]. 干旱区研究, 2024, 41(7): 1153-1166. |
| [3] | 李冰洁, 范志韬, 曲芷程, 姚顺予, 宿夏姝, 刘东伟, 王立新. 基于InVEST-PLUS模型的黄河流域内蒙古段生态系统碳储量评价及预测[J]. 干旱区研究, 2024, 41(7): 1217-1227. |
| [4] | 张顺鑫, 吴子豪, 闫庆武, 李桂娥, 牟守国. 基于PLUS-InVEST模型的天山北坡生态系统碳储量时空变化与预测[J]. 干旱区研究, 2024, 41(7): 1228-1237. |
| [5] | 周建伟, 罗君, 马雪洋. 拉萨河流域土地利用与生态系统服务价值时空演变及驱动因素[J]. 干旱区研究, 2024, 41(6): 1021-1031. |
| [6] | 董彭蓓, 任宗萍, 李鹏, 王凯博, 贺国凯, 王璞. 土地利用变化下宁夏生态系统服务权衡协同关系研究[J]. 干旱区研究, 2024, 41(6): 1032-1044. |
| [7] | 高雅玉, 宋玉, 赵廷红, 高金芳, 何文博, 李泽霞. 马莲河下游产水量时空演变特征[J]. 干旱区研究, 2024, 41(5): 776-787. |
| [8] | 刘如龙, 赵媛媛, 陈国清, 迟文峰, 刘正佳. 内蒙古黄河流域1990—2020年生境质量评估[J]. 干旱区研究, 2024, 41(4): 674-683. |
| [9] | 徐铭璟, 冯强, 吕萌. 生态系统服务权衡及其影响因素——以黄河流域山西段为例[J]. 干旱区研究, 2024, 41(3): 467-479. |
| [10] | 李佳珂, 邵战林. 基于PLUS和InVEST模型的乌鲁木齐市碳储量时空演变与预测[J]. 干旱区研究, 2024, 41(3): 499-508. |
| [11] | 严莉, 曹广超, 康利刚, 刘梦琳, 叶得力. 基于InVEST模型的共和县生境质量时空变化及驱动因素[J]. 干旱区研究, 2024, 41(2): 314-325. |
| [12] | 申草,任宗萍,李鹏,王凯博,鲁克新,任正龑,魏小燕. 宁夏水土保持生态补偿优先区识别[J]. 干旱区研究, 2023, 40(9): 1527-1536. |
| [13] | 张晓敏, 张东梅, 张伟. 人类活动对额尔齐斯河流域碳储量的影响[J]. 干旱区研究, 2023, 40(8): 1333-1345. |
| [14] | 包玉斌,王耀宗,路锋,刘自增,马大为,杨勇,吴娟,张永康. 六盘山区国土空间生态安全格局构建与分区优化[J]. 干旱区研究, 2023, 40(7): 1172-1183. |
| [15] | 闫豫疆, 李建贵, 李均力, 蒋腾. 面向生态系统服务供需的开都-孔雀河流域生态安全格局研究[J]. 干旱区研究, 2023, 40(5): 829-839. |
|
||