Citation: | Wang Zhuoyao, Ren Yufei, Jiang Qunou, Zhen Ziyun, Xie Chen. Comprehensive evaluation of ecosystem service functions in Yunnan Province of southwestern China based on InVEST model[J]. Journal of Beijing Forestry University, 2024, 46(11): 103-112. DOI: 10.12171/j.1000-1522.20240123 |
This study aimed to evaluate the ecosystem service values in Yunnan Province of southwestern China and examine their spatial distribution and temporal changes.
Utilizing the InVEST model, we evaluated soil conservation, carbon storage, water conservation, and water purification services in Yunnan Province for year 2010 and 2020. Quantile segmentation was employed to identify service boundaries, and fitting methods were used to determine constraints between services. Space scale, time scale were analyzed to comprehend the spatiotemporal evolution of ecosystem functions. The value of these services was estimated using cost replacement and other methods.
(1) Except for water purification, ecosystem services in Yunnan Province generally exhibited a west-high-east-low quality pattern. Most areas had low nitrogen and phosphorus outputs, with high-output zones being sporadically distributed. (2) High-quality service areas, excluding water purification, were predominantly located at altitudes between 2 400−2 800 m. (3) Compared with 2010, soil conservation and carbon storage were improved in 2020, whereas water retention and purification services were degraded. (4) In 2010, except for a negative linear relationship between nitrogen load and soil conservation concerning water purification, other service constraints displayed hump-shaped and double camel-hump patterns with increased sensitivity to constraint variables. The overall threshold showed a left shift trend. (5) From 2010 to 2020, the overall value of ecosystem services in Yunnan Province decreased, mainly due to water retention. In 2010, the total service value was 1.79 × 1012 CNY (4.54 × 106 CNY/km2), dropping to 1.71 × 1012 CNY (4.33 × 106 CNY/km2) in 2020.
Ecosystem service value in Yunnan Province is substantial. Over the past decade, soil conservation and carbon storage have improved, water retention and purification have declined.
[1] |
余新晓, 鲁绍伟, 靳芳, 等. 中国森林生态系统服务功能价值评估[J]. 生态学报, 2005, 25(8): 2096−2102. doi: 10.3321/j.issn:1000-0933.2005.08.038
Yu X X, Lu S W, Jin F, et al. Assessment of the value of forest ecosystem services in China[J]. Acta Ecologica Sinica, 2005, 25(8): 2096−2102. doi: 10.3321/j.issn:1000-0933.2005.08.038
|
[2] |
Costanza R, D’Arge R, de Groot R, et al. The value of the world’s ecosystem services and natural capital[J]. Ecological Economics, 1998, 25(1): 3−15.
|
[3] |
欧阳志云. 中国陆地生态系统服务功能及其生态经济价值的初步研究[J]. 生态学报, 1999, 19(5): 607−613. doi: 10.3321/j.issn:1000-0933.1999.05.004
Ouyang Z Y. A primary study on Chinese terrestrial ecosystem services and their ecological-economic values[J]. Acta Ecologica Sinica, 1999, 19(5): 607−613. doi: 10.3321/j.issn:1000-0933.1999.05.004
|
[4] |
谢高地, 张彩霞, 张昌顺, 等. 中国生态系统服务的价值[J]. 资源科学, 2015, 37(9): 1740−1746.
Xie G D, Zhang C X, Zhang C S, et al. The value of ecosystem services in China[J]. Resources Science, 2015, 37(9): 1740−1746.
|
[5] |
谢高地, 张钇锂, 鲁春霞, 等. 中国自然草地生态系统服务价值[J]. 自然资源学报, 2001, 16(1): 47−53. doi: 10.3321/j.issn:1000-3037.2001.01.009
Xie G D, Zhang Y L, Lu C X, et al. Study on valuation of rangeland ecosystem services of China[J]. Journal of Natural Resources, 2001, 16(1): 47−53. doi: 10.3321/j.issn:1000-3037.2001.01.009
|
[6] |
肖强, 肖洋, 欧阳志云, 等. 重庆市森林生态系统服务功能价值评估[J]. 生态学报, 2014, 34(1): 216−223.
Xiao Q, Xiao Y, Ouyang Z Y, et al. Value assessment of the function of the forest ecosystem services in Chongqing[J] Acta Ecologica Sinica, 2014, 34(1): 216−223.
|
[7] |
Vigerstol K L, Aukema J E. A comparison of tools for modeling freshwater ecosystem services[J]. Journal of Environmental Management, 2011, 92(10): 2403−2409. doi: 10.1016/j.jenvman.2011.06.040
|
[8] |
Zhang C Q, Li W H, Zhang B, et al. Water yield of Xitiaoxi River Basin based on InVEST modeling[J]. Journal of Resources and Ecology, 2012, 3(1): 50−54. doi: 10.5814/j.issn.1674-764x.2012.01.008
|
[9] |
Sherrouse B C, Semmens D J, Ancona Z H, et al. Analyzing land-use change scenarios for trade-offs among cultural ecosystem services in the Southern Rocky Mountains[J]. Ecosystem Services, 2017, 26: 431−444. doi: 10.1016/j.ecoser.2017.02.003
|
[10] |
时光. 基于SolVES模型下岳麓山风景名胜区生态系统服务社会价值评估[D]. 长沙: 中南林业科技大学, 2023.
Shi G. Evaluation of social value of ecosystem service in Yuelu Mountain scenic area based on solVES model[D]. Changsha: Central South University of Forestry and Technology, 2023.
|
[11] |
唐尧, 祝炜平, 张慧, 等. InVEST模型原理及其应用研究进展[J]. 生态科学, 2015, 34(3): 204−208.
Tang Y, Zhu W P, Zhang H, et al. A review on principle and application of the InVEST model[J]. Ecological Science, 2015, 34(3): 204−208.
|
[12] |
刘涛, 张雪梅, 林长存. 基于InVEST与FLUS模型的准格尔旗水源涵养功能分析[J]. 草地学报, 2023, 31(12): 3831−3840.
Liu T, Zhang X M, Lin Z C. Functional analysis of water conservation in Zhungeer Banner based on InVEST and FLUS models[J]. Acta Agrestia Sinica, 2023, 31(12): 3831−3840.
|
[13] |
许澳康, 胡梦珺, 石晶, 等. 基于PLUS-InVEST模型的石羊河流域生态系统碳储量时空变化及多情景模拟[J/OL]. 中国环境科学, 2023: 1−11[2024−01−23]. https://doi.org/10.19674/j.cnki.issn1000-6923.20231211.016.
Xu A K, Hu M J, Shi J, et al. Spatial and temporal variability of ecosystem carbon storages and multi-scenario simulation Based on the PLUS-InVEST model in the Shiyang River Basin[J/OL]. China Environmental Science, 2023: 1−11[2024−01−23]. https://doi.org/10.19674/j.cnki.issn1000-6923.20231211.016.
|
[14] |
吴则禹, 刘星根, 曾金凤. 基于InVEST-PLUS模型的东江源流域碳储量时空演变与预测[J]. 环境科学学报, 2024, 44(3): 419−430.
Wu Z Y, Liu X G, Zeng J F. Spatio-temporal change and prediction of carbon storage in Dongjiang River source watershed based on InVEST-PLUS model[J]. Acta Scientiae Circumstantiae, 2024, 44(3): 419−430.
|
[15] |
张欣蓉, 王晓峰, 程昌武, 等. 基于供需关系的西南喀斯特区生态系统服务空间流动研究[J], 生态学报, 2021, 41(9): 3368−3380.
Zhang X R, Wang X F, Cheng C W, et al. Ecosystem service flows in karst area of China based on the relationship between supply and demand[J]. Acta Ecologica Sinica, 2021, 41(9): 3368−3380.
|
[16] |
张钰莹, 孙美莹, 杨荣金, 等. 西南地区土地利用变化对生态系统服务价值的影响[J]. 环境工程技术学报, 2022, 12(1): 207−214. doi: 10.12153/j.issn.1674-991X.20210159
Zhang Y Y, Sun M Y, Yang R J, et al. Impact of land-use change on ecosystem service value in Southwest China[J]. Journal of Environmental Engineering Technology, 2022, 12(1): 207−214. doi: 10.12153/j.issn.1674-991X.20210159
|
[17] |
杨月圆, 王金亮, 杨丙丰. 云南省土地生态敏感性评价[J]. 生态学报, 2008, 28(5): 2253−2260. doi: 10.3321/j.issn:1000-0933.2008.05.042
Yang Y Y, Wang J L, Yang B F. Eco-sensitivity assessment of land in Yunnan Province[J]. Acta Ecologica Sinica, 2008, 28(5): 2253−2260. doi: 10.3321/j.issn:1000-0933.2008.05.042
|
[18] |
孙兴齐. 基于InVEST模型的香格里拉市生态系统服务功能评估[D]. 昆明: 云南师范大学, 2017.
Sun X Q. Evaluation of ecosystem services in Shangri-La based on InVEST model[D]. Kunming: Yunnan Normal University, 2017.
|
[19] |
蔡崇法, 丁树文, 史志华, 等. 应用USLE模型与地理信息系统IDRISI预测小流域土壤侵蚀量的研究[J]. 水土保持学报, 2000, 14(2): 19−24. doi: 10.3321/j.issn:1009-2242.2000.02.005
Cai C F, Ding S W, Shi Z H, et al. Study of applying USLE and geographical information system IDRISI to predict soil erosion in small watershed[J]. Journal of Soil and Water Conservation, 2000, 14(2): 19−24. doi: 10.3321/j.issn:1009-2242.2000.02.005
|
[20] |
Zhu E, Deng J, Zhou M, et al. Carbon emissions induced by land-use and land-cover change from 1970 to 2010 in Zhejiang, China[J]. Science of the Total Environment, 2019, 646: 930−939. doi: 10.1016/j.scitotenv.2018.07.317
|
[21] |
吴瑞, 刘桂环, 文一惠. 基于InVEST模型的官厅水库流域产水和水质净化服务时空变化[J]. 环境科学研究, 2017, 30(3): 406−414.
Wu R, Liu G H, Wen Y H. Spatiotemporal variations of water yield and water quality purification service functions in Guanting Reservoir Basin based on InVEST model[J]. Research of Environmental Sciences, 2017, 30(3): 406−414.
|
[22] |
黄和平, 杨劼, 智颖飙. 皇甫川流域封育植被土壤保持功能及服务价值研究[J]. 水土保持通报, 2008, 28(3): 173−177.
Huang H P, Yang J, Zhi Y B. Assessment for soil conservation functions and service values of afforested vegetation by enclosure in Huangfuchuan Watershed[J]. Bulletin of Soil and Water Conservation, 2008, 28(3): 173−177.
|
[23] |
伍格致, 周妮笛. 湖南省森林碳储量及其经济价值测算研究[J]. 中南林业科技大学学报, 2015, 35(8): 127−132.
Wu G Z, Zhou N D. Forest carbon reserves and its economic value estimation in Hunan Province[J]. Journal of Central South University of Forestry & Technology, 2015, 35(8): 127−132.
|
[24] |
刘菊, 傅斌, 张成虎, 等. 基于InVEST模型的岷江上游生态系统水源涵养量与价值评估[J]. 长江流域资源与环境, 2019, 28(3): 577−585.
Liu J, Fu B, Zhang C H, et al. Assessment of ecosystem water retention and its value in the upper reaches of Minjiang River based on InVEST Model[J]. Resources and Environment in the Yangtze Basin, 2019, 28(3): 577−585.
|
[25] |
陈昳. 基于InVEST模型的舟山群岛生态系统服务能值研究[D]. 舟山: 浙江海洋大学, 2020.
Chen Y. An emergy research on Zhoushan Archipelago ecosystem services based on the InVEST model[D]. Zhoushan: Zhejiang Ocean University, 2020.
|
[26] |
官冬杰, 李子辉, 周李磊, 等. 生态系统服务约束关系界定及影响机制分析[J]. 中国环境科学, 2021, 41(12): 5837−5848. doi: 10.3969/j.issn.1000-6923.2021.12.040
Guan D J, Li Z H, Zhou L L, et al. The definition of ecosystem service constraint relations and analysis of influence mechanism[J]. China Environmental Science, 2021, 41(12): 5837−5848. doi: 10.3969/j.issn.1000-6923.2021.12.040
|
[27] |
潘炳猷, 姚宗文. 云南省种植业区划[M]. 昆明: 云南科技出版社, 1992: 26−35.
Pan B Y, Yao Z W. Yunnan Province planting division [M] Kunming: Yunnan Science and Technology Press, 1992: 26−35.
|
[28] |
张秀, 张璇, 崔磊, 等. 金沙江中游水电开发区生态系统服务综合功能时空变化与归因[J/OL]. 环境科学, 2024[2024−07−21]. https://doi.org/10.13227/j.hjkx.202402105.
Zhang X, Zhang X, Cui L, et al. Comprehensive ecosystem service changes and their drivers in the middle reaches of Jinsha River[J/OL] Environmental Science, 2024[2024−07−21]. https://doi.org/10.13227/j.hjkx.202402105.
|
[29] |
李子辉, 张亚, 巴永, 等. 云南省植被固碳能力与产水、土壤保持服务冷热点识别[J]. 中国环境科学, 2024, 44(2): 1007−1019.
Li Z H, Zhang Y, Ba Y, et al. Cold and hot spots identification for carbon sequestration capacity, water yield and soil conservation services of vegetation in Yunnan Province[J]. Chinese Environmental Science, 2024, 44(2): 1007−1019.
|
[30] |
张钰莹. 西南地区景观生态风险与生态系统服务价值综合分区研究[D]. 北京: 中国环境科学研究院, 2021.
Zhang Y Y. Comprehensive partitions based on landscape ecological risk and ecosystem service value in Southwest China[D]. Beijing: Chinese Research Academy of Environmental Sciences, 2021.
|
[31] |
郭佳晖, 刘晓煌, 张文博, 等. 基于InVEST模型和PLUS模型的云贵高原产水量时空变化特征分析[J]. 现代地质, 2024, 38(8): 624−635.
Guo J H, Liu X H, Zhang W B, et al. Characterization of spatial and temporal variations in water yield on the Yunnan-Guizhou Plateau based on the InVEST and PLUS models[J]. Geoscience, 2024, 38(8): 624−635.
|
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沈汉,郑成忠,张能军,邱勇斌,徐金良,成向荣. 间伐对杉木大径材培育林分的生长和乔木碳储量的影响. 东北林业大学学报. 2025(04): 47-54+60 .
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![]() | |
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![]() | |
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![]() | |
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![]() | |
23. |
Zhenge HUANG,Minyang XIE,Mingbao WEI,Bin HE,Shaozhuang MO,Gang ZHOU,Ji LIANG. Carbon Storage and Distribution of the Mature Pinus massoniana Plantation in Northwest Guangxi. Agricultural Biotechnology. 2019(03): 141-144 .
![]() |
|
24. |
管惠文,董希斌,张甜,曲杭峰,王智勇. 抚育间伐后落叶松天然次生林生境恢复效果的评价. 东北林业大学学报. 2019(07): 6-13+24 .
![]() | |
25. |
戎建涛,张晓红,郜爱玲,王艳英,潘凡群. 不同间伐强度经营对柳杉人工林土壤理化性质的影响. 西北林学院学报. 2019(04): 206-211 .
![]() | |
26. |
董莉莉,赵济川,汪成成,刘红民,高英旭,杨鹤. 抚育间伐后蒙古栎阔叶混交林径级结构及生长动态研究. 西南林业大学学报(自然科学). 2019(06): 98-104 .
![]() | |
27. |
董莉莉,刘红民,汪成成,赵济川,高英旭,黄夏,肖尧. 间伐对蒙古栎次生林生态系统碳储量的短期和长期影响. 沈阳农业大学学报. 2019(05): 614-620 .
![]() | |
28. |
韦明宝,王朝健,杨正文,黄振格,王汉敢,何斌. 桂西北马尾松人工林生态系统碳贮量与分布. 亚热带农业研究. 2019(03): 152-156 .
![]() | |
29. |
银彬吾,刘奇林,陆滟灵,何斌,黄振格,谢敏洋. 2种更新方式4年生尾巨桉人工林碳储量及其分布特征. 广西林业科学. 2019(04): 466-471 .
![]() | |
30. |
朱子卉,杨华,张恒,王全军,孙权,杨超. 择伐后落叶松云冷杉林直径结构及生长的动态变化. 北京林业大学学报. 2018(05): 55-62 .
![]() | |
31. |
韦家国,周刚,刘凡胜,杨正文,莫少壮,何斌. 秃杉林和连栽杉木林生态系统C积累及其分布格局. 亚热带农业研究. 2018(01): 29-33 .
![]() | |
32. |
Zhou Gang,He Bin,Wei Jiaguo,Liu Fansheng,Mo Shaozhuang,Yang Zhengwen. Carbon Accumulation and Distribution in Ecosystems of Taiwania flousiana Plantation and Successive Rotation Plantation of Cunninghamia lanceolata. Meteorological and Environmental Research. 2018(04): 11-14+18 .
![]() |
|
33. |
张期奇,董希斌,张甜,曲杭峰,马晓波,管惠文,王智勇,阮加甫,陈蕾. 抚育间伐强度对兴安落叶松中龄林测树因子的影响. 森林工程. 2018(05): 1-7+55 .
![]() | |
34. |
段梦成,王国梁,史君怡,周昊翔. 间伐对油松人工林碳储量的长期影响. 水土保持学报. 2018(05): 190-196 .
![]() | |
35. |
马长明,赵辉,牟洪香,刘炳响. 燕山山地华北落叶松人工林碳密度及分配特征. 水土保持学报. 2017(05): 208-214 .
![]() |