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基于MODIS的海河流域生态系统空间格局

庄长伟;欧阳志云;徐卫华;郑华;王效科;白杨   

  1. 中国科学院生态环境研究中心城市与区域生态国家重点实验室, 北京 100085
  • 收稿日期:2008-09-22 修回日期:1900-01-01 出版日期:2009-06-10 发布日期:2009-06-10

Spatial pattern of ecosystems in Haihe River Basin based on MODIS data.

ZHUANG Chang-wei;OUYANG Zhi-yun;XU Wei-hua;ZHENG Hua;WANG Xiao-ke;Bai Yang   

  1. State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China
  • Received:2008-09-22 Revised:1900-01-01 Online:2009-06-10 Published:2009-06-10

摘要: 以2007年23时相MODIS增强型植被指数为数据源,利用决策树分类方法对海河流域生态系统进行了分类,分析了生态系统空间分布格局及其与地形因子的关系。结果表明:利用MODIS植被指数时间序列数据进行的生态系统分类,精度达到85.6%,Kappa系数为0.82。农田、城市和湿地生态系统分别占流域总面积的53.8%、1.0%和1.3%,主要分布在海拔<200 m的平原;森林生态系统占22.5%,主要分布在500~1000 m的低山;草地生态系统占21.4%,主要分布在1000 m以上的区域。农田、城市和湿地生态系统主要分布在坡度<2°的地区,森林和草地生态系统主要分布在5°~15°的地区。随着坡度增加,农田、湿地和城市生态系统所占比例减小,森林生态系统所占比例增加,草地生态系统所占比例则先增加后减小。

关键词: 杉木, 连栽障碍, 土壤微生物, PCR-DGGE, 生物多样性

Abstract: Based on the multiple-temporal MODIS EVI data in 2007, and by using d ecision tree classifier, the ecosystems in Haihe River Basin were classified, an d their spatial pattern as well as its relationship to topography was analyzed. The classification based on the MODIS EVI data had an overall accuracy of 856% and a Kappa coefficient of 082. Different ecosystems distributed at different elevations. Cropland, urban, and wetland ecosystems mainly distributed on the p lains below 200 m, occupying 538%, 10%, and 13% of the total area, respect ively, forest ecosystem mainly located on the low mountains between 500 m and 10 00 m, accounting for 225%, while grassland ecosystem mainly distributed at the elevations above 1000 m, accounting for 214%. Different ecosystems showed dif ferent distribution trend to slope. Cropland, urban, and wetland ecosystems main ly distributed on the slopes <2°, while forest and grassland ecosystems were ma inly on the slopes between 5° and 15°. With increasing slope, the percentages of cropland, wetland, and urban ecosystems decreased, that of forest ecosystem i ncreased, while grassland ecosystem had a decreased percentage after an increasi ng to a peak.

Key words: Chinese fir, Continuous planting, Soil microbes, PCR-DGGE, Biodiversity