Crop Classification using RISAT-1 Hybrid Polarimetric SAR Data

被引：0
|
作者：
De, Shaunak [1 ]
Kumar, Vineet [1 ]
Rao, Y. S. [1 ]
机构：
[1] Indian Inst Technol, CSRE, Bombay, Maharashtra, India
来源：
10TH EUROPEAN CONFERENCE ON SYNTHETIC APERTURE RADAR (EUSAR 2014) | 2014年
关键词：
COMPACT;
D O I：
暂无
中图分类号：
P9 [自然地理学];
学科分类号：
0705 ; 070501 ;
摘要：
With the availability of high resolution hybrid polarimetric data from the Indian RISAT-1 and planned SAR systems supporting hybrid polarimetric mode, researchers are actively exploring the capabilities of hybrid polarimetric mode for various applications. In this paper we have analysed the scattering mechanism of different land-covers and crop types using the m-chi decomposition and performed supervised Wishart classification. Hybrid polarimetric data from RISAT-1 is found to be suitable for crop classification as major crops are well distinguished. An overall classification accuracy of 81% and 87% is obtained using May and Nov. 2013 data respectively.
引用
收藏
页数：4
相关论文
共 50 条
  • [1] HYBRID AND DUAL LINEAR POLARIMETRIC RISAT-1 SAR DATA FOR CLASSIFICATION ASSESSMENT
    Kumar, Vineet
    Mandal, Dipankar
    Rao, Y. S.
    Meadows, Peter
    [J]. 2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2017, : 1028 - 1031
  • [2] Soil moisture retrieval under wheat crop using RISAT-1 hybrid polarimetric SAR data
    Sharma, P. K.
    Kumar, D.
    Srivastava, H. S.
    Patel, P.
    Sivasankar, T.
    [J]. JOURNAL OF AGROMETEOROLOGY, 2019, 21 (01): : 58 - 62
  • [3] Soil Moisture Estimation Using Hybrid Polarimetric SAR Data of RISAT-1
    Ponnurangam, G. G.
    Jagdhuber, Thomas
    Hajnsek, Irena
    Rao, Y. S.
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2016, 54 (04): : 2033 - 2049
  • [4] Extraction of Antarctic ice features using hybrid polarimetric RISAT-1 SAR data
    Shah, Esha
    Jayaprasad, P.
    Mehra, Raghav
    Putrevu, Deepak
    Misra, Arundhati
    James, M. E.
    [J]. CURRENT SCIENCE, 2023, 124 (12): : 1445 - 1453
  • [5] Classification of RISAT-1 Hybrid Polarimetric Data for Various Land Features
    Turkar, Varsha
    De, Shaunak
    Ponnurangam, G. G.
    Deo, Rinki
    Rao, Y. S.
    Das, Anup
    [J]. CONFERENCE PROCEEDINGS OF 2013 ASIA-PACIFIC CONFERENCE ON SYNTHETIC APERTURE RADAR (APSAR), 2013, : 494 - 497
  • [6] Soil Moisture Inversion Using Hybrid Polarimetric RISAT-1 Data
    Ponnurangam, G. G.
    Thomas, Jagdhuber
    Irena, Hajnsek
    Rao, Y. S.
    [J]. 10TH EUROPEAN CONFERENCE ON SYNTHETIC APERTURE RADAR (EUSAR 2014), 2014,
  • [7] CHARACTERIZATION OF LAND SURFACE USING BACKSCATTERING FEATURES: AN APPLICATION OF HYBRID POLARIMETRIC RISAT-1 SAR DATA
    Verma, Nidhi
    Raj, Shantal
    Mishra, Pooja
    Purohit, Neetesh
    [J]. IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2018, : 2439 - 2442
  • [8] AN INSIGHT INTO THE VOLUME COMPONENT GENERATED FROM RISAT-1 HYBRID POLARIMETRIC SAR DATA FOR CROP BIOPHYSICAL PARAMETERS RETRIEVAL
    Srivastava, Hari Shanker
    Sivasankar, Thota
    Patel, Parul
    [J]. ISPRS TC V MID-TERM SYMPOSIUM GEOSPATIAL TECHNOLOGY - PIXEL TO PEOPLE, 2018, 4-5 : 209 - 214
  • [9] THE SENSITIVITY OF C-BAND HYBRID POLARIMETRIC RISAT-1 SAR DATA TO LEAF AREA INDEX OF PADDY CROP
    Srivastava, Hari Shanker
    Sivasankar, Thota
    Patel, Parul
    [J]. ISPRS TC V MID-TERM SYMPOSIUM GEOSPATIAL TECHNOLOGY - PIXEL TO PEOPLE, 2018, 4-5 : 215 - 222
  • [10] Wheat crop biophysical parameters retrieval using hybrid-polarized RISAT-1 SAR data
    Chauhan, Sugandh
    Srivastava, Hari Shanker
    Patel, Parul
    [J]. REMOTE SENSING OF ENVIRONMENT, 2018, 216 : 28 - 43
12345