Multi-Temporal Polarimetric RADARSAT-2 for Land Cover Monitoring in Northeastern Ontario, Canada

被引:37
作者
Cable, Jeffrey W. [1 ]
Kovacs, John M. [1 ]
Shang, Jiali [2 ]
Jiao, Xianfeng [1 ]
机构
[1] Nipissing Univ, Dept Geog, North Bay, ON P1B 8L7, Canada
[2] Agr & Agri Food Canada, Sci & Technol Branch, Ottawa, ON K1A 0C6, Canada
来源
REMOTE SENSING | 2014年 / 6卷 / 03期
关键词
decomposition parameters; polarimetric SAR; RADARSAT-2; land use/land cover; co-polarized phase difference; incidence angle; northern Ontario; polarimetric response plots; backscatter intensity; monitoring; SAR DATA; CLASSIFICATION; SIGNATURES; CROP; SOIL;
D O I
10.3390/rs6032372
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
For successful applications of microwave remote sensing endeavors it is essential to understand how surface targets respond to changing synthetic aperture radar (SAR) parameters. The purpose of the study is to examine how two particular parameters, acquisition time and incidence angle, influences the response from various land use/land cover types (forests, urban infrastructure, surface water and marsh wetland targets) using nine RADARSAT-2 C-band fine-beam (FQ7 and FQ21) fully polarimetric SAR data acquired during the 2011 growing season over northern Ontario, Canada. The results indicate that backscatter from steep incidence angle acquisitions was typically higher than shallow angles. Wetlands showed an increase in HH and HV intensity due to the growth of emergent vegetation over the course of the summer. The forest and urban targets displayed little variation in backscatter over time. The surface water target showed the greatest difference with respect to incidence angle, but was also determined to be the most affected by wind conditions. Analysis of the co-polarized phase difference revealed the urban target as greatly influenced by the incidence angle. The observed phase differences of the wetland target for all acquisitions also suggested evidence of double-bounce interactions, while the forest and surface water targets showed little to no phase difference. In addition, Cloude-Pottier and Freeman-Durden decompositions, when analyzed in conjunction with polarimetric response plots, provided supporting information to confidently identify the various targets and their scattering mechanisms.
引用
收藏
页码:2372 / 2392
页数:21
相关论文
共 30 条
  • [1] [Anonymous], P 2009 IEEE INT GEOS
  • [2] Boerner W.M., 1998, MANUAL REMOTE SENSIN, V3rd, P271
  • [3] Classification of crop and soil homogenous zones using multipolarization C-band SAR
    Bugden, J. L.
    Pattey, E.
    McNairn, H.
    [J]. CANADIAN JOURNAL OF REMOTE SENSING, 2009, 35 (02) : 130 - 140
  • [4] Canada Centre for Remote Sensing, 2013, ADV RAD POL TUT
  • [5] An entropy based classification scheme for land applications of polarimetric SAR
    Cloude, SR
    Pottier, E
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1997, 35 (01): : 68 - 78
  • [6] A three-component scattering model for polarimetric SAR data
    Freeman, A
    Durden, SL
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1998, 36 (03): : 963 - 973
  • [7] Henderson F.M., 1998, Manual of Remote Sensing, V2, P733
  • [8] The sensitivity of RADARSAT-2 polarimetric SAR data to corn and soybean leaf area index
    Jiao, Xianfeng
    McNairn, Heather
    Shang, Jiali
    Pattey, Elizabeth
    Liu, Jiangui
    Champagne, Catherine
    [J]. CANADIAN JOURNAL OF REMOTE SENSING, 2011, 37 (01) : 69 - 81
  • [9] Kershaw L., 2001, Trees of Ontario
  • [10] Evaluating Full Polarimetric C- and L-Band Data for Mapping Wetland Conditions in a Semi-Arid Environment in Central Spain
    Koch, Magaly
    Schmid, Thomas
    Reyes, Melissa
    Gumuzzio, Jose
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2012, 5 (03) : 1033 - 1044