SOIL MOISTURE RETRIEVAL UNDER AGRICULTURAL VEGETATION USING FULLY POLARIMETRIC SAR

被引：6
|
作者：
Jagdhuber, Thomas [1 ]
Hajnsek, Irena [1 ]
Papathanassiou, Konstantinos P. [1 ]
Bronstert, Axel
机构：
[1] German Aerosp Ctr, Microwaves & Radar Inst, D-82234 Wessling, Germany
来源：
2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS) | 2012年
关键词：
SAR polarimetry; L-band; soil moisture estimation; hybrid decomposition; agriculture;
D O I：
10.1109/IGARSS.2012.6351254
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：
Soil moisture retrieval under agricultural vegetation is assessed by a hybrid decomposition and inversion algorithm using fully polarimetric SAR data of DLR's E-SAR system at L-band. The results for the AgriSAR and SARTEO campaigns, conducted in 2006 and 2008 within the Peene and the Rur catchment, reveal a very high inversion rate leading to a spatially continuous inversion along the entire growth cycle in agricultural areas. The validation with in situ measurements for a variety of summer and winter crops states a root mean square error of 6.25vol.% and 5.77vol.% respectively, while a wide moisture range (similar to 2-30vol.%) is covered by the soil moisture inversion under vegetation.
引用
收藏
页码：1481 / 1484
页数：4
相关论文
共 50 条
  • [21] EVALUATION OF POLARIMETRIC DECOMPOSITION FOR SOIL MOISTURE RETRIEVAL OVER VEGETATED AGRICULTURAL FIELDS
    Wang, Hongquan
    Magagi, Ramata
    Goita, Kalifa
    Jagdhuber, Thomas
    Djamai, Najib
    2015 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2015, : 689 - 692
  • [22] SOIL MOISTURE RETRIEVAL UNDER VEGETATION USING DUAL POLARIZED PALSAR DATA
    Koyama, Christian N.
    Schneider, Karl
    2011 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2011, : 1059 - 1062
  • [23] Estimation of Soil Moisture using Fully Polarimetric PALSAR Data
    Jain, Ankita
    Singh, Dharmendra
    2014 9TH INTERNATIONAL CONFERENCE ON INDUSTRIAL AND INFORMATION SYSTEMS (ICIIS), 2014, : 1065 - 1069
  • [24] Retrieval of biophysical parameters of agricultural crops using polarimetric SAR interferometry
    Ballester-Berman, JD
    Lopez-Sanchez, JM
    Fortuny-Guasch, J
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2005, 43 (04): : 683 - 694
  • [25] Comparison of L and C band polarimetric SAR data for the retrieval of soil moisture in the Alps
    Pasolli, L.
    Notarnicola, C.
    Bruzzone, L.
    Bertoldi, G.
    Niedrist, G.
    Tappeiner, U.
    Zebisch, M.
    Del Frate, F.
    Laurin, G. Vaglio
    SAR IMAGE ANALYSIS, MODELING, AND TECHNIQUES XI, 2011, 8179
  • [26] Evaluation of Various Polarimetric Parameters for Soil Moisture Inversion using Polarimetric SAR Data
    Ponnurangam, G. G.
    Rao, Y. S.
    Bhattacharya, A.
    10TH EUROPEAN CONFERENCE ON SYNTHETIC APERTURE RADAR (EUSAR 2014), 2014,
  • [27] Polarimetric Two-Scale Two-Component Model for the Retrieval of Soil Moisture Under Moderate Vegetation via L-Band SAR Data
    Di Martino, Gerardo
    Iodice, Antonio
    Natale, Antonio
    Riccio, Daniele
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2016, 54 (04): : 2470 - 2491
  • [28] SOIL MOISTURE RETRIEVAL UNDER VEGETATION: VALIDATION ON TERENO OBSERVATORIES
    Jagdhuber, Thomas
    Kohling, Miguel
    Hajnsek, Irena
    Papathanassiou, Konstantinos P.
    2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2012, : 6952 - 6955
  • [29] Agricultural vegetation classification with SVM and polarimetric SAR data
    Daniel, Sandrine
    Allain-Bailhache, Sophie
    Angelliaume, Sebastien
    Dubois-Fernandez, Pascale
    Pottier, Eric
    REMOTE SENSING FOR AGRICULTURE, ECOSYSTEMS, AND HYDROLOGY XII, 2010, 7824
  • [30] Terrain correction for quantitative moisture and roughness retrieval using polarimetric SAR data
    Hajnsek, I
    Pottier, E
    IGARSS 2000: IEEE 2000 INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOL I - VI, PROCEEDINGS, 2000, : 1307 - 1309
12345