以北京市门头沟区为例,分别基于森林资源二类调查数据和遥感解译的土地覆被数据,利用InVEST模型,对研究区内主要生态系统服务的大小和空间分布进行量化和描述。结果表明:森林资源二类调查数据可以与InVEST模型结合用于区域生态系统服务的计量,且与基于遥感数据的评估结果相近;门头沟区总碳储量平均为1 525.05万t,产水量为2.93亿m3/a,N和P保持量分别为112.94 t/a和0.39 t/a,N和P输出量分别为28.89 t/a和0.09 t/a,土壤保持量为1.65亿t/a,土壤侵蚀量为51.39万t/a;从空间分布看,植被覆盖好的区域具有较高的碳储量和土壤保持量,N和P保持量与集水区内农地、裸地比例密切相关,产水量则受土地利用/覆被组成和降水分布格局的影响。
In this study,the magnitude and spatial pattern of main types of ecosystem services in Mentougou District,Beijing were evaluated based on InVEST model using forest inventory data and classified remote sensing data,respectively.The results showed that forest inventory data can be used to evaluate regional ecosystem services combining with the InVEST model.And the results based on the two sources of data were similar.The average carbon storage in Mentougou District was 1525.05×104 tons.The water yield was 2.93×108 stere.The N and P retention were 112.94 tons and 0.39 tons respectively.The N and P exports were 28.89 tons and 0.09 tons,respectively.The soil conservation was 1.65×108 tons,and the soil erosion was 51.39×104 tons.There were obvious spatial patterns in the distribution of ecosystem services.Areas with a high level of vegetation cover also had a high level of carbon storage and soil conservation.The distribution of N and P retention was related to percentages of crop and bare lands.The distribution of water yield was influenced by percentage of land use/land cover and spatial patterns of precipitation.
[1] 黄桂林,赵峰侠,李仁强,等.生态系统服务功能评估研究现状挑战和趋势[J].林业资源管理,2012(4):17-23.
[2] 王伟,陆健健.生态系统服务功能分类与价值评估探讨[J].生态学杂志,2005,24(11):64-66.
[3] Liu Shuang,Costanza R,Troy A,et al.Valuing New Jersey’s ecosystem services and natural capital:a spatially explicit benefit transfer approach[J].Environmental Management,2010,45(6):1271-1285.
[4] Plummer M L.Assessing benefit transfer for the valuation of ecosystem services[J].Frontiers in Ecology and the Environment,2009,7(1):38-45.
[5] 黄从红,杨军,张文娟.生态系统服务功能评估模型研究进展[J].生态学杂志,2013,32(12):3360-3367.
[6] Johnson G W,Snapp R R,Villa F,et al.Modelling Ecosystem Service Flows under Uncertainty with Stochastic SPAN[C]//Proceedings of the 2012 International Congress on Environmental Modelling and Software.Leipzig,Germany:International Environmental Modelling and Software Society(iEMSs),2012.
[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.
[8] Tallis H,Ricketts T,Guerry A,et al.InVEST 2.2.4 User’s Guide[M].Stanford:The Natural Capital Project,2011.
[9] 杨芝歌,周彬,余新晓,等.北京山区生物多样性分析与碳储量评估[J].水土保持通报,2012,32(3):42-46.
[10] 余新晓,周彬,吕锡芝,等.基于InVEST模型的北京山区森林水源涵养功能评估[J].林业科学,2012,48(10):1-5.
[11] 周彬,余新晓,陈丽华,等.基于InVEST模型的北京山区土壤侵蚀模拟[J].水土保持研究,2010,17(6):9-13.
[12] 袁志芬,黄桂林,莫宏伟,等.四川省宝兴县生态系统生物碳储量动态评估[J].林业资源管理,2014(1):82-88.
[13] Gupta S,Larson W.Estimating soil water retention characteristics from particle size distribution,organic matter percent,and bulk density[J].Water Resources Research,1979,15(6):1633-1635.
[14] Williams J,Renard K,Dyke P.EPIC:A new method for assessing erosion’s effect on soil productivity[J].Journal of Soil and water Conservation,1983,38(5):381-383.
[15] 史东梅,陈正发,蒋光毅,等.紫色丘陵区几种土壤可蚀性 K 值估算方法的比较[J].北京林业大学学报,2012,34(1):32-38.
[16] 耿润哲,王晓燕,焦帅,等.密云水库流域非点源污染负荷估算及特征分析[J].环境科学学报,2013,33(5):1484-1492.
[17] Song Guohan,Li Lianqing,Pan Genxing,et al.Topsoil organic carbon storage of China and its loss by cultivation[J].Biogeochemistry,2005,74(1):47-62.
[18] 曹军,张镱锂,刘燕华.近20年海南岛森林生态系统碳储量变化[J].地理研究,2002,21(5):551-560.
[19] 周伟,王晓洁,关庆伟,等.基于二类调查数据的森林植被碳储量和碳密度——以徐州市为例[J].东北林业大学学报,2012,40(10):71-74.
[20] 牛香,宋庆丰,王兵,等.吉林省森林生态系统服务功能[J].东北林业大学学报,2013,41(8):36-41.
[21] 王祖华,蔡良良,关庆伟,等.淳安县森林生态系统服务价值评估[J].浙江林学院学报,2010,21(5):757-761.