POTENTIAL OF HYPERSPECTRAL IMAGERY FOR THE SPATIAL ASSESSMENT OF SOIL EROSION STAGES IN AGRICULTURAL SEMI-ARID SPAIN AT DIFFERENT SCALES

被引:13
作者
Chabrillat, Sabine [1 ]
Milewski, Robert [1 ]
Schmid, Thomas
Rodriguez, Manuel
Escribano, Paula
Pelayo, Marta
Palacios-Orueta, Alicia
机构
[1] GFZ German Res Ctr Geosci, D-14473 Potsdam, Germany
来源
2014 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS) | 2014年
关键词
Soil erosion; hyperspectral imagery; multiscale analyses; classification; tillage;
D O I
10.1109/IGARSS.2014.6947087
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This research focuses on a semi-arid, agricultural area in Central Spain near Madrid, in which airborne hyperspectral images have been obtained Small-scale soil erosion features are exposed at the surface as a consequence of human induced soil erosion derived mainly from tillage practice. Such features are associated with different soil horizons and rock outcrops with contrasted physical and chemical characteristics. Results show that the identification and mapping of different soil surface horizons linked to soil erosion and depositional stages can be achieved over selected test sites based on the spectroscopy data at high spatial resolution. Linked with field validation data and geomorphological analyses, the spatial mapping of the soil erosion and depositional stages is consistent with the soil erosion models implemented for the region. Preliminary multiscale analyses at 3m, 6m, and 30m show the effect of increasing spatial mixing in the field-of-view of the sensor due to the variability at small scale of the different soil horizons representing the surface topsoil.
引用
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页数:4
相关论文
共 8 条
[1]   Using Imaging Spectroscopy to study soil properties [J].
Ben-Dor, E. ;
Chabrillat, S. ;
Dematte, J. A. M. ;
Taylor, G. R. ;
Hill, J. ;
Whiting, M. L. ;
Sommer, S. .
REMOTE SENSING OF ENVIRONMENT, 2009, 113 :S38-S55
[2]  
Chabrillat S., 2011, P 7 EARSEL SIG IM SP
[3]  
Chabrillat S., 2006, Annals of Arid Zone, V45, P331
[4]   Soil landscape evolution due to soil redistribution by tillage: a new conceptual model of soil catena evolution in agricultural landscapes [J].
De Alba, S ;
Lindstrom, M ;
Schumacher, TE ;
Malo, DD .
CATENA, 2004, 58 (01) :77-100
[5]  
Milewski R., 2013, THESIS FREE U BERLIN
[6]  
Milewski R., 2014, GEOPH RES ABSTR, V16
[7]   SPECTRAL CHARACTERISATION OF LAND SURFACE COMPOSITION TO DETERMINE SOIL EROSION WITHIN SEMIARID RAINFED CULTIVATED AREAS [J].
Schmid, Thomas ;
Palacios-Orueta, Alicia ;
Chabrillat, Sabine ;
Bendor, Eyal ;
Plaza, Antonio ;
Rodriguez, Manuel ;
Huesca, Margarita ;
Pelayo, Marta ;
Pascual, Cristina ;
Escribano, Paula ;
Cicuendez, Victor .
2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2012, :7082-7085
[8]   EeteS-The EnMAP End-to-End Simulation Tool [J].
Segl, Karl ;
Guanter, Luis ;
Rogass, Christian ;
Kuester, Theres ;
Roessner, Sigrid ;
Kaufmann, Hermann ;
Sang, Bernhard ;
Mogulsky, Valery ;
Hofer, Stefan .
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2012, 5 (02) :522-530