Differential Interferometry over Sentinel-1 TopSAR Images as a Tool for Water and Tillage Soil Erosion Analysis

被引:4
作者
Sanchez-Crespo, Francisco A. [1 ]
Marques da Silva, Jose Rafael [2 ,3 ]
Gomez-Villarino, Maria T. [4 ]
Gallego, Eutiquio [4 ]
Fuentes, Jose M. [4 ]
Garcia, Ana, I [4 ]
Ayuga, Francisco [4 ]
机构
[1] Univ Politecn Madrid, Dept Ingn Agroforestal, Escuela Tecn Super Ingn Agron Alimentaria & Biosi, Campus Ciudad Univ, Madrid 28040, Spain
[2] Univ Evora, Sch Sci & Technol, Dept Rural Engn, Mediterranean Inst Agr Environm & Dev MED, P-7000671 Evora, Portugal
[3] Agroinsider Lda, PITE, NERE, Sala 18, P-7005841 Evora, Portugal
[4] Univ Politecn Madrid, BIPREE Res Grp, Madrid 28040, Spain
来源
AGRONOMY-BASEL | 2021年 / 11卷 / 10期
关键词
erosion; Sentinel-1; SAR; interferometry; SYNTHETIC-APERTURE RADAR; REMOTE-SENSING DATA; SAR INTERFEROMETRY; PHASE; CLASSIFICATION; EVOLUTION; BIOMASS; MODELS; SCALE; EARTH;
D O I
10.3390/agronomy11102075
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Erosion is a major problem on agricultural lands in Europe. Erosion measurement tools have traditionally been focused on delocalized quantification but without mapping the real places inside the basin where the erosion took effect. In this article, we use new space missions, such as Sentinel-1, and the opportunity they offer to obtain SAR (Synthetic Aperture Radar) images with high frequency, resolution, range, and, above all, availability to enable the application of techniques, like differential interferometry, in new fields. We propose to measure ground deformation caused by water and tillage erosion in small agricultural basins using TopSAR (Terrain Observation with Progressive Scans SAR, Synthetic Aperture Radar) images acquired by the Sentinel-1 mission, after previously verifying the accuracy of these measurements through comparison with measurements from a LIDAR (Light Detection and Ranging) system. The results of this work confirm the potential of monitoring erosion in agricultural basins with differential interferometry over Sentinel-1 TopSAR images. Its capabilities have been successfully tested in different conditions related to agricultural tasks without precipitation or storm events. This technique makes it possible to study both water and tillage erosion and sedimentation processes and even to test the efficiency of anti-erosion measures in the field or to verify the results of different management practices over time.
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页数:25
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共 63 条
[1]   Combining spaceborne SAR images with 3D point clouds for infrastructure monitoring applications [J].
Anghel, Andrei ;
Vasile, Gabriel ;
Boudon, Remy ;
d'Urso, Guy ;
Girard, Alexandre ;
Boldo, Didier ;
Bost, Veronique .
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2016, 111 :45-61
[2]   Exploring effects of rainfall intensity and duration on soil erosion at the catchment scale using openLISEM: Prado catchment, SE Spain [J].
Baartman, Jantiene E. M. ;
Jetten, Victor G. ;
Ritsema, Coen J. ;
de Vente, Joris .
HYDROLOGICAL PROCESSES, 2012, 26 (07) :1034-1049
[3]   Mapping slope movements in Alpine environments using TerraSAR-X interferometric methods [J].
Barboux, Chloe ;
Strozzi, Tazio ;
Delaloye, Reynald ;
Wegmueller, Urs ;
Collet, Claude .
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2015, 109 :178-192
[4]   Preface: The Sentinel missions-new opportunities for science [J].
Berger, Michael ;
Aschbacher, Josef .
REMOTE SENSING OF ENVIRONMENT, 2012, 120 :1-2
[5]   Terrain surfaces and 3-D landcover classification from small footprint full-waveform lidar data: application to badlands [J].
Bretar, F. ;
Chauve, A. ;
Bailly, J. -S. ;
Mallet, C. ;
Jacome, A. .
HYDROLOGY AND EARTH SYSTEM SCIENCES, 2009, 13 (08) :1531-1544
[6]   Network approaches to two-dimensional phase unwrapping: intractability and two new algorithms [J].
Chen, CW ;
Zebker, HA .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 2000, 17 (03) :401-414
[7]   Phase unwrapping for large SAR interferograms: Statistical segmentation and generalized network models [J].
Chen, CW ;
Zebker, HA .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2002, 40 (08) :1709-1719
[8]   Two-dimensional phase unwrapping with use of statistical models for cost functions in nonlinear optimization [J].
Chen, CW ;
Zebker, HA .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 2001, 18 (02) :338-351
[9]   Investigating landslides with space-borne synthetic aperture radar (SAR) interferometry [J].
Colesanti, Carlo ;
Wasowski, Janusz .
ENGINEERING GEOLOGY, 2006, 88 (3-4) :173-199
[10]   Predicting soil erosion and sediment yield at the basin scale: Scale issues and semi-quantitative models [J].
de Vente, J ;
Poesen, J .
EARTH-SCIENCE REVIEWS, 2005, 71 (1-2) :95-125