Application of Repeat-Pass TerraSAR-X Staring Spotlight Interferometric Coherence to Monitor Pasture Biophysical Parameters: Limitations and Sensitivity Analysis

被引:19
作者
Ali, Iftikhar [1 ,2 ]
Barrett, Brian [3 ]
Cawkwell, Fiona [4 ]
Green, Stuart [5 ]
Dwyer, Edward [6 ]
Neumann, Maxim [1 ]
机构
[1] Jet Prop Lab, Radar Sci & Engn Sect, Pasadena, CA 91109 USA
[2] Vienna Univ Technol, Dept Geodesy & Geoinformat, Remote Sensing Res Grp, A-1040 Vienna, Austria
[3] Univ Glasgow, Sch Geog & Earth Sci, Glasgow G12 8QQ, Lanark, Scotland
[4] Univ Coll Cork, Dept Geog, Cork, Ireland
[5] Teagasc Ashtown Dublin, Spatial Anal Unit, Dublin, Ireland
[6] EurOcean European Ctr Informat Marine Sci & Techn, P-1249074 Lisbon, Portugal
关键词
Biophysical parameters; InSAR coherence; interferometry; managed pastures; TerraSAR-X Staring Spotlight (TSX-ST); APERTURE RADAR INTERFEROMETRY; TIME-SERIES; TEMPORAL DECORRELATION; SAR INTERFEROMETRY; MANAGEMENT; GRASSLAND; RETRIEVAL;
D O I
10.1109/JSTARS.2017.2679761
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 paper describes the potential and limitations of repeat-pass synthetic aperture radar interferometry (InSAR) to retrieve the biophysical parameters of intensivelymanaged pastures. We used a time series of eight acquisitions from the TerraSAR-X Staring Spotlight (TSX-ST) mode. The ST mode is different from conventional Stripmap mode; therefore, we adjusted the Doppler phase correction for interferometric processing. We analyzed the three interferometric pairs with an 11-day temporal baseline, and among these three pairs found only one gives a high coherence. The results show that the high coherence in different paddocks is due to the cutting of the grass in the month of June, however the temporal decorrelation in other paddocks is mainly due to the grass growth and high sensitivity of the X-band SAR signals to the vegetation cover. The InSAR coherence (over coherent paddocks) shows a good correlation with SAR backscatter (R-dB(2) = 0.65, p < 0.05) and grassland biophysical parameters (R-Height(2) = 0.55, p < 0.05, R-Biomass(2) = 0.75, p < 0.05). It is thus possible to detect different management practices (e.g., grazing, mowing/cutting) using SAR backscatter (dB) and coherence information from high spatial short baseline X-band imagery; however, the rate of decorrelation over vegetated areas is high. Initial findings from the June pair show the possibility of change detection due to the grass growth, grazing, and mowing events by using
引用
收藏
页码:3225 / 3231
页数:7
相关论文
共 25 条
  • [1] Satellite remote sensing of grasslands: from observation to management
    Ali, Iftikhar
    Cawkwell, Fiona
    Dwyer, Edward
    Barrett, Brian
    Green, Stuart
    [J]. JOURNAL OF PLANT ECOLOGY, 2016, 9 (06) : 649 - 671
  • [2] Modeling Managed Grassland Biomass Estimation by Using Multitemporal Remote Sensing Data-A Machine Learning Approach
    Ali, Iftikhar
    Cawkwell, Fiona
    Dwyer, Edward
    Green, Stuart
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 10 (07) : 3254 - 3264
  • [3] Review of Machine Learning Approaches for Biomass and Soil Moisture Retrievals from Remote Sensing Data
    Ali, Iftikhar
    Greifeneder, Felix
    Stamenkovic, Jelena
    Neumann, Maxim
    Notarnicola, Claudia
    [J]. REMOTE SENSING, 2015, 7 (12) : 16398 - 16421
  • [4] First Results of Monitoring Nature Conservation Sites in Alpine Region by Using Very High Resolution (VHR) X-Band SAR Data
    Ali, Iftikhar
    Schuster, Christian
    Zebisch, Marc
    Foerster, Michael
    Kleinschmit, Birgit
    Notarnicola, Claudia
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2013, 6 (05) : 2265 - 2274
  • [5] [Anonymous], INT S LAND COVER MAP
  • [6] [Anonymous], 2013, Polarimetric scattering and SAR information retrieval
  • [7] Synthetic aperture radar interferometry
    Bamler, R
    Hartl, P
    [J]. INVERSE PROBLEMS, 1998, 14 (04) : R1 - R54
  • [8] Retrieving crop parameters based on tandem ERS 1/2 interferometric coherence images
    Blaes, X
    Defourny, P
    [J]. REMOTE SENSING OF ENVIRONMENT, 2003, 88 (04) : 374 - 385
  • [9] High-resolution measurements of scattering in wheat canopies - Implications for crop parameter retrieval
    Brown, SCM
    Quegan, S
    Morrison, K
    Bennett, JC
    Cookmartin, G
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2003, 41 (07): : 1602 - 1610
  • [10] Derner JD, 2007, J SOIL WATER CONSERV, V62, P77