TERRASAR-X AND RADARSAT-2 FOR CROP CLASSIFICATION AND ACREAGE ESTIMATION

被引：16
|
作者：
McNairn, H. [1 ]
Shang, J. [1 ]
Champagne, C. [1 ]
Jiao, X. [1 ]
机构：
[1] Agr & Agri Food Canada, Ottawa, ON K1A 0C6, Canada
来源：
2009 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-5 | 2009年
关键词：
TerraSAR-X; RADARSAT-2; crop classification;
D O I：
10.1109/IGARSS.2009.5418243
中图分类号：
P [天文学、地球科学];
学科分类号：
07 ;
摘要：
This research outlines a preliminary assessment of the use of TerraSAR-X data for classifying agricultural crop land in Canada. X-Band data were able to identify crops (pasture-forage, soybeans, corn and wheat) to accuracies of 95% once a post-classification filter was applied. These accuracies were achieved using six TerraSAR-X images from 2008 and a decision-tree classification algorithm. Acquisitions began only mid-season and consequently a second full season TerraSAR-X data set is being collected in 2009. C-Band classification accuracies were about 10% lower in comparison These results clearly demonstrate the potential of X-Band data for crop identification.
引用
收藏
页码：1149 / 1152
页数：4
相关论文
共 50 条
  • [11] Evaluating suitability of Pol-SAR (TerraSAR-X, Radarsat-2) for automated sea ice classification
    Ressel, Rudolf
    Singha, Suman
    Lehner, Susanne
    LAND SURFACE AND CRYOSPHERE REMOTE SENSING III, 2016, 9877
  • [12] THE USE OF RADARSAT-2 AND TERRASAR-X DATA FOR THE EVALUATION OF SNOW CHARACTERISTICS IN SUBARCTIC REGIONS
    Duguay, Yannick
    Bernier, Monique
    2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2012, : 3556 - 3559
  • [13] MONITORING OF SUBARCTIC SHRUB VEGETATION CHARACTERISTICS USING TERRASAR-X AND RADARSAT-2 DATA
    Duguay, Yannick
    Bernier, Monique
    Levesque, Esther
    Tremblay, Benoit
    2014 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2014, : 1194 - 1197
  • [14] HIGH RESOLUTION SEA ICE DRIFT ESTIMATION USING COMBINED TERRASAR-X AND RADARSAT-2 DATA: FIRST TESTS
    Frost, Anja
    Jacobsen, Sven
    Singha, Suman
    2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2017, : 342 - 345
  • [15] COMPARISON OF TERRASAR-X AND RADARSAT-2 DEFORMATION TIME SERIES AND ESTIMATION OF ATMOSPHERIC PHASE CHARACTERISTICS IN SHORT-TIME INTERFEROGRAMS
    Knospe, Steffen H. -G.
    2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2012, : 3871 - 3874
  • [16] OBSERVATION OF MELT ONSET IN AN ARCTIC TUNDRA LANDSCAPE USING HIGH RESOLUTION TERRASAR-X AND RADARSAT-2 DATA
    Sobiech, Jennifer
    Boike, Julia
    Dierking, Wolfgang
    2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2012, : 3552 - 3555
  • [17] INTEGRATED SAR TECHNOLOGIES FOR MONITORING THE STABILITY OF MINE SITES: APPLICATION USING TERRASAR-X AND RADARSAT-2 IMAGES
    Rheault, M.
    Bouroubi, Y.
    Sarago, V.
    Nguyen-Xuan, P. T.
    Bugnet, P.
    Gosselin, C.
    Benoit, M.
    36TH INTERNATIONAL SYMPOSIUM ON REMOTE SENSING OF ENVIRONMENT, 2015, 47 (W3): : 1057 - 1062
  • [18] Random forest wetland classification using ALOS-2 L-band, RADARSAT-2 C-band, and TerraSAR-X imagery
    Mandianpari, Masoud
    Salehi, Bahram
    Mohammadimanesh, Fariba
    Motagh, Mandi
    ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2017, 130 : 13 - 31
  • [19] MULTI-FREQUENCY AND MULTI-POLARIZATION ANALYSIS OF OIL SLICKS USING TERRASAR-X AND RADARSAT-2 DATA
    Singha, Suman
    Ressel, Rudolf
    Lehner, Susanne
    2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2016, : 4035 - 4038
  • [20] COSMO-SKYMED, TERRASAR-X, AND RADARSAT-2 GEOLOCATION ACCURACY AFTER COMPENSATION FOR EARTH-SYSTEM EFFECTS
    Schubert, Adrian
    Small, David
    Jehle, Michael
    Meier, Erich
    2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2012, : 3301 - 3304
12345