Remote Sensing of Complex Permittivity and Penetration Depth of Soils Using P-Band SAR Polarimetry

被引:9
作者
Fluhrer, Anke [1 ,2 ]
Jagdhuber, Thomas [1 ,2 ]
Tabatabaeenejad, Alireza [3 ]
Alemohammad, Hamed [4 ]
Montzka, Carsten [5 ]
Friedl, Peter [6 ]
Forootan, Ehsan [7 ]
Kunstmann, Harald [2 ,8 ]
机构
[1] German Aerosp Ctr DLR, Microwaves & Radar Inst, Muenchenerstr 20, D-82234 Wessling, Germany
[2] Augsburg Univ, Inst Geog, Alter Postweg 118, D-86159 Augsburg, Germany
[3] Aerosp Corp, El Segundo, CA 90245 USA
[4] Radiant Earth Fdn, Washington, DC 20005 USA
[5] Forschungszentrum Julich, Inst Bio & Geosci Agrosphere IBG 3, Wilhelm Johnen Str, D-52428 Julich, Germany
[6] German Aerosp Ctr DLR, Earth Observat Ctr, Muenchenerstr 20, D-82234 Wessling, Germany
[7] Aalborg Univ, Geodesy Grp, Dept Planning, Rendsburggade 14, D-82234 Wessling, Germany
[8] Karlsruhe Inst Technol, Inst Meteorol & Climate Res, Kreuzeckbahnstr 19, D-82467 Garmisch Partenkirchen, Germany
关键词
AirMOSS; polarimetric decomposition; soil moisture; multi-layer SPM; MOISTURE PROFILE; SCATTERING MECHANISMS; DIELECTRIC MODEL; WATER-CONTENT; RADAR; DECOMPOSITION; RETRIEVAL; SCATTEROMETER; ASSIMILATION; PERFORMANCE;
D O I
10.3390/rs14122755
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A P-band SAR moisture estimation method is introduced for complex soil permittivity and penetration depth estimation using fully polarimetric P-band SAR signals. This method combines eigen- and model-based decomposition techniques for separation of the total backscattering signal into three scattering components (soil, dihedral, and volume). The incorporation of a soil scattering model allows for the first time the estimation of complex soil permittivity and permittivity-based penetration depth. The proposed method needs no prior assumptions on land cover characteristics and is applicable to a variety of vegetation types. The technique is demonstrated for airborne P-band SAR measurements acquired during the AirMOSS campaign (2012-2015). The estimated complex permittivity agrees well with climate and soil conditions at different monitoring sites. Based on frequency and permittivity, P-band penetration depths vary from 5 cm to 35 cm. This value range is in accordance with previous studies in the literature. Comparison of the results is challenging due to the sparsity of vertical soil in situ sampling. It was found that the disagreement between in situ measurements and SAR-based estimates originates from the discrepancy between the in situ measuring depth of the top-soil layer (0-5 cm) and the median penetration depth of the P-band waves (24.5-27 cm).
引用
收藏
页数:25
相关论文
共 82 条
  • [1] Comparison of polarimetric SAR observables in terms of classification performance
    Alberga, V.
    Satalino, G.
    Staykova, D. K.
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2008, 29 (14) : 4129 - 4150
  • [2] Soil and Vegetation Scattering Contributions in L-Band and P-Band Polarimetric SAR Observations
    Alemohammad, S. Hamed
    Jagdhuber, Thomas
    Moghaddam, Mahta
    Entekhabi, Dara
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 57 (11): : 8417 - 8429
  • [3] Characterization of vegetation and soil scattering mechanisms across different biomes using P-band SAR polarimetry
    Alemohammad, Seyed Hamed
    Konings, Alexandra G.
    Jagdhuber, Thomas
    Moghaddam, Mahta
    Entekhabi, Dara
    [J]. REMOTE SENSING OF ENVIRONMENT, 2018, 209 : 107 - 117
  • [4] [Anonymous], GDAL/OGR contributors {GDAL/OGR} Geospatial Data Abstraction Software Library
  • [5] Ground, Proximal, and Satellite Remote Sensing of Soil Moisture
    Babaeian, Ebrahim
    Sadeghi, Morteza
    Jones, Scott B.
    Montzka, Carsten
    Vereecken, Harry
    Tuller, Markus
    [J]. REVIEWS OF GEOPHYSICS, 2019, 57 (02) : 530 - 616
  • [6] Ballester-Berman J.D., 2020, ARXIV
  • [7] Permittivity estimation of a shallow-layered medium using high-resolution ground-penetrating radar
    Bannawat, Lakkhana
    Boonpoonga, Akkarat
    Akkaraekthalin, Prayoot
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2020, 41 (12) : 4624 - 4641
  • [8] U.S. Climate Reference Network Soil Moisture and Temperature Observations
    Bell, Jesse E.
    Palecki, Michael A.
    Baker, C. Bruce
    Collins, William G.
    Lawrimore, Jay H.
    Leeper, Ronald D.
    Hall, Mark E.
    Kochendorfer, John
    Meyers, Tilden P.
    Wilson, Tim
    Diamond, Howard J.
    [J]. JOURNAL OF HYDROMETEOROLOGY, 2013, 14 (03) : 977 - 988
  • [9] Soil moisture (water-content) assessment by an airborne scatterometer: The Chernobyl disaster area and the Negev desert
    Blumberg, DG
    Freilikher, V
    Lyalko, IV
    Vulfson, LD
    Kotlyar, AL
    Shevchenko, VN
    Ryabokonenko, AD
    [J]. REMOTE SENSING OF ENVIRONMENT, 2000, 71 (03) : 309 - 319
  • [10] THE CONCEPT OF ESSENTIAL CLIMATE VARIABLES IN SUPPORT OF CLIMATE RESEARCH, APPLICATIONS, AND POLICY
    Bojinski, Stephan
    Verstraete, Michel
    Peterson, Thomas C.
    Richter, Carolin
    Simmons, Adrian
    Zemp, Michael
    [J]. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY, 2014, 95 (09) : 1431 - 1443