Arid
DOI10.3390/rs70506059
Soil Clay Content Mapping Using a Time Series of Landsat TM Data in Semi-Arid Lands
Shabou, Marouen1,2; Mougenot, Bernard1; Chabaane, Zohra Lili2; Walter, Christian3; Boulet, Gilles1; Ben Aissa, Nadhira2; Zribi, Mehrez1
通讯作者Shabou, Marouen
来源期刊REMOTE SENSING
ISSN2072-4292
出版年2015
卷号7期号:5页码:6059-6078
英文摘要

Clay content (fraction < 2 mu m) is one of the most important soil properties. It controls soil hydraulic properties like wilting point, field capacity and saturated hydraulic conductivity, which in turn control the various fluxes of water in the unsaturated zone. In our study site, the Kairouan plain in central Tunisia, existing soil maps are neither exhaustive nor sufficiently precise for water balance modeling or thematic mapping. The aim of this work was to produce a clay-content map at fine spatial resolution over the Kairouan plain using a time series of Landsat Thematic Mapper images and to validate the produced map using independent soil samples, existing soil map and clay content produced by TerraSAR-X radar data. Our study was based on 100 soil samples and on a dataset of four Landsat TM data acquired during the summer season. Relationships between textural indices (MID-Infrared) and topsoil clay content were studied for each selected image and were used to produce clay content maps at a spatial resolution of 30 m. Cokriging was used to fill in the gaps created by green vegetation and crop residues masks and to predict clay content of each pixel of the image at 100 m grid spatial resolution. Results showed that mapping clay content using a time series of Landsat TM data is possible and that the produced clay content map presents a reasonable accuracy (R-2 = 0.65, RMSE = 100 g/kg). The produced clay content map is consistent with existing soil map of the studied region. Comparison with clay content map generated from TerraSAR-X radar data on a small area with no calibration point revealed similarities in topsoil clay content over the largest part of this extract, but significant differences for several areas. In-situ observations at those locations showed that the Landsat TM mapping was more consistent with observations than the TerraSAR-X mapping.


类型Article
语种英语
国家France ; Tunisia
收录类别SCI-E
WOS记录号WOS:000357596900014
WOS关键词INFRARED REFLECTANCE SPECTROSCOPY ; HYDRAULIC CONDUCTIVITY ; EASTERN AUSTRALIA ; RESIDUE COVER ; RADAR DATA ; ETM+ ; IMAGES ; TURKEY ; VARIABILITY ; PREDICTION
WOS类目Remote Sensing
WOS研究方向Remote Sensing
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/190162
作者单位1.CESBIO UMR 5126, F-31401 Toulouse 9, France;
2.INAT Univ Carthage, Rural Engn Water & Forest Dept, Tunis 1082, Tunisia;
3.Agrocampus Ouest, INRA, UMR SAS 1069, F-35042 Rennes, France
推荐引用方式
GB/T 7714
Shabou, Marouen,Mougenot, Bernard,Chabaane, Zohra Lili,et al. Soil Clay Content Mapping Using a Time Series of Landsat TM Data in Semi-Arid Lands[J],2015,7(5):6059-6078.
APA Shabou, Marouen.,Mougenot, Bernard.,Chabaane, Zohra Lili.,Walter, Christian.,Boulet, Gilles.,...&Zribi, Mehrez.(2015).Soil Clay Content Mapping Using a Time Series of Landsat TM Data in Semi-Arid Lands.REMOTE SENSING,7(5),6059-6078.
MLA Shabou, Marouen,et al."Soil Clay Content Mapping Using a Time Series of Landsat TM Data in Semi-Arid Lands".REMOTE SENSING 7.5(2015):6059-6078.
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