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基于MODIS的ATI和TVI组合法反演石羊河流域土壤含水量

魏伟 任皓晨 赵军 王旭峰

国土资源遥感Issue(2):104-109,6.
国土资源遥感Issue(2):104-109,6.

基于MODIS的ATI和TVI组合法反演石羊河流域土壤含水量

Retrieving Soil Moisture of Shiyang River Basin by ATI and TVI Based on EOS/MODIS Data

魏伟 1任皓晨 1赵军 1王旭峰2

作者信息

  • 1. 西北师范大学地理与环境科学学院,兰州,730070
  • 2. 中国科学院寒区旱区环境与工程研究所,兰州,730000
  • 折叠

摘要

Abstract

This paper intends to examine spatial distribution of soil moisture in Shiyang River basin in eastern Hexi corridor, an important arid ecosystem in Northwest China. The MODIS data MODllA2, MOD13A1 and MCD43A3 were used to compute such parameters as NDVI, ATI and TVI required for the study. An applicable approach from ATI and TVI has been proposed to estimate the soil moisture in the basin, using NDVI as a threshold for each pixel. The approach was validated with the field data. The distribution pattern of the soil moisture in Shiyang River basin was further analyzed using DEM data. The results show that the compound ATI and TVI models can effectively improve retrieval accuracy and remedy the shortage of one - sided method. The results were acceptable through a comparison with the field data. The study reveals that in Shiyang River basin, the soil moisture is degressive from the upstream area to downstream area, and it is obviously lower in the sloping land of foothills, the edge of oasis and desert area. Relatively, the soil moisture has observably changed in the upstream and downstream areas and marginal areas of oasis. In Shiyang River basin, the soil moisture distribution shows significant differentiation with the change of elevation, slope and other terrain factors. In Shiyang River basin, the drought is mainly distributed in farmland and grassland, and the drought extent of farmland is in different degrees of seriousness in different landuse types.

关键词

土壤含水量/遥感反演/ATI/TVI/石羊河流域

Key words

Soil moisture/ Retrieve by remote sensing/ ATI/ TVI/ Shiyang river basin

分类

信息技术与安全科学

引用本文复制引用

魏伟,任皓晨,赵军,王旭峰..基于MODIS的ATI和TVI组合法反演石羊河流域土壤含水量[J].国土资源遥感,2011,(2):104-109,6.

基金项目

国家自然科学基金项目(编号:40971078) (编号:40971078)

西北师范大学青年教师科研能力提升计划项目(编号:SKQNYB10034). (编号:SKQNYB10034)

国土资源遥感

OA北大核心CSCDCSTPCD

2097-034X

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