Agricultural monitoring with Polarimetric SAR time series

被引:0
|
作者
Alonso-Gonzalez, Alberto [1 ]
Jagdhuber, Thomas [1 ]
Hajnsek, Irena [2 ]
机构
[1] German Aerosp Ctr DLR, Microwaves & Radar Inst, Cologne, Germany
[2] Swiss Fed Inst Technol, German Aerosp Ctr DLR, Microwaves & Radar Inst, Inst Environm Engn, Zurich, Switzerland
关键词
D O I
暂无
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
This paper describes the monitoring of agricultural crops and their evolution with Polarimetric Synthetic Aperture Radar (PolSAR) time series. SAR polarimetry is very useful for this task due to its sensitivity to the plant structure. A polarimetric change analysis is proposed in order to detect and characterize the observed differences between two acquisitions. This analysis is able to determine the types of scattering that increase or decrease among acquisitions, which allows a better interpretation of the change. Then, the proposed technique is evaluated with the AgriSAR 2006 dataset in order to verify the results and compare them with the ground measurements.
引用
下载
收藏
页数:4
相关论文
共 50 条
  • [1] Polarimetric SAR Time Series Change Analysis Over Agricultural Areas
    Alonso-Gonzalez, Alberto
    Lopez-Martinez, Carlos
    Papathanassiou, Konstantinos P.
    Hajnsek, Irena
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 58 (10): : 7317 - 7330
  • [2] Constrained Tensor Decompositions for SAR Data: Agricultural Polarimetric Time Series Analysis
    Basargin, Nikita
    Alonso-Gonzalez, Alberto
    Hajnsek, Irena
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61 : 1 - 13
  • [3] CHANGE DETECTION OF POLARIMETRIC SAR DATA FOR MONITORING OF AGRICULTURAL AREAS
    Varia, Neelanshi
    Davawala, Nidhi
    Chirakkal, Sanid
    Haldar, Dipanwita
    Ghosh, Ranendu
    Putrevu, Deepak
    ISPRS TC V MID-TERM SYMPOSIUM GEOSPATIAL TECHNOLOGY - PIXEL TO PEOPLE, 2018, 4-5 : 229 - 232
  • [4] Adaptive Speckle Filtering for Time Series of Polarimetric SAR Images
    Salehi, Maryam
    Mohammadzadeh, Ali
    Maghsoudi, Yasser
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 10 (06) : 2841 - 2848
  • [5] Determining the Points of Change in Time Series of Polarimetric SAR Data
    Conradsen, Knut
    Nielsen, Allan Aasbjerg
    Skriver, Henning
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2016, 54 (05): : 3007 - 3024
  • [6] SAR POLARIMETRIC FEATURES OF AGRICULTURAL AREAS
    BARONTI, S
    DEL FRATE, F
    FERRAZZOLI, P
    PALOSCIA, S
    PAMPALONI, P
    SCHIAVON, G
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 1995, 16 (14) : 2639 - 2656
  • [7] HIERARCHICAL UNSUPERVISED NONPARAMETRIC CLASSIFICATION OF POLARIMETRIC SAR TIME SERIES DATA
    Richardson, Ashlin
    Goodenough, David G.
    Chen, Hao
    2014 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2014,
  • [8] Polarimetric SAR Time-Series for Identification of Winter Land Use
    Denize, Julien
    Hubert-Moy, Laurence
    Pottier, Eric
    SENSORS, 2019, 19 (24)
  • [9] RADARSAT-2 Polarimetric SAR Response to Crop Biomass for Agricultural Production Monitoring
    Wiseman, Grant
    McNairn, Heather
    Homayouni, Saeid
    Shang, Jiali
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2014, 7 (11) : 4461 - 4471
  • [10] Monitoring of Agricultural Grasslands With Time Series of X-Band Repeat-Pass Interferometric SAR
    Zalite, Karlis
    Antropov, Oleg
    Praks, Jaan
    Voormansik, Kaupo
    Noorma, Mart
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2016, 9 (08) : 3687 - 3697