Cotton crop biophysical parameter study using hybrid/compact polarimetric RISAT-1 SAR data

被引:12
|
作者
Dave V.A. [1 ]
Haldar D. [2 ]
Dave R. [1 ]
Misra A. [2 ]
Pandey V. [1 ]
机构
[1] B.A. College of Agriculture, Anand Agricultural University, Anand, Gujarat
[2] Space Applications Centre, Ahmedabad, Gujarat
来源
Dave, Viral A. (daveviral1@gmail.com) | 2017年 / Electromagnetics Academy卷 / 57期
关键词
All Open Access; Gold;
D O I
10.2528/PIERM16121903
中图分类号
学科分类号
摘要
A hybrid-polarity architecture, consisting of transmitting circular polarisation and receiving two orthogonal linear polarisation and also their relative phase, was used to calculate four Stokes parameters. Different parameters like Degree of Polarisation, Alpha angle, Entropy, Anisotropy, Radar vegetation Index and decompositions like Raney decomposition (m-δ), Freeman-2 and 3 component decompositions were derived from these hybrid data. Crop biophysical parameters viz. plant height, plant age and plant biomass of cotton crops grown under two different environments, i.e., rainfed and irrigated in Guajrat, India were studied with respect to derived polarimetric parameters. Right circular transmitted and horizontally (RH) and vertically (RV) received backscatter values show good relation with the plant height, age and biomass. RH backscatter −13 dB to −7 dB and RV backscatter from −13 to −10 dB were observed for crop biophysical parameters. Volume component of all decomposition showed strong response to the increase in height, age and biomass of the plant. Radar Vegetation index (RVI) values have also shown significant increase from 0.6 to 0.7 with increasing age of the crop. The rate of growth was slow in the initial phase, but fast post mid-July for both early and late sown cases. The polarimetric parameters were found significantly correlated to the above plant biophysical parameters. © 2017, Electromagnetics Academy. All rights reserved.
引用
收藏
页码:185 / 196
页数:11
相关论文
共 50 条
  • [21] Multi-incidence angle RISAT-1 Hybrid Polarimetric SAR data for large area mapping of maize crop - a case study in Khagaria district, Bihar, India
    Venkata, Ramana Kothapalli
    Poloju, Srikanth
    Rama, Sesha Sai Mullapudi Venkata
    Gogineni, Annapurna
    Kumar, Das Prabir
    Venkat, Ramani Allakki
    Nagaraju, Aparna
    Diwakar, P. G.
    Dadhwal, Vinay Kumar
    Singh, K. R. P.
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2017, 38 (20) : 5487 - 5501
  • [22] Wheat leaf area index retrieval using RISAT-1 hybrid polarized SAR data
    Sivasankar, Thota
    Kumar, Dheeraj
    Shanker Srivastava, Hari
    Patel, Parul
    GEOCARTO INTERNATIONAL, 2020, 35 (08) : 905 - 915
  • [23] CLASSIFICATION OF VARIOUS LAND FEATURES USING RISAT-1 DUAL POLARIMETRIC DATA
    Mishra, V. N.
    Kumar, P.
    Gupta, D. K.
    Prasad, R.
    ISPRS TECHNICAL COMMISSION VIII SYMPOSIUM, 2014, 40-8 : 833 - 837
  • [24] Discrimination of maize crop with hybrid polarimetric RISAT1 data
    Uppala, Deepika
    Venkata, Ramana Kothapalli
    Poloju, Srikanth
    Rama, SeshaSai Mullapudi Venkata
    Dadhwal, Vinay Kumar
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2016, 37 (11) : 2641 - 2652
  • [25] EVALUATION OF RISAT-1 COMPACT POLARIZATION DATA FOR CALIBRATION
    Rao, Y. S.
    Meadows, Peter
    Kumar, Vineet
    2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2016, : 3250 - 3253
  • [26] Crop Height Estimation Using RISAT-1 Hybrid-Polarized Synthetic Aperture Radar Data
    Chauhan, Sugandh
    Srivastava, Hari Shanker
    Patel, Parul
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 12 (08) : 2928 - 2933
  • [27] Geomorphological study of intertidal mudflats using RISAT-1 SAR images
    Rajput, Preeti
    Ramakrishnan, Ratheesh
    Rajawat, Ajay Singh
    REMOTE SENSING LETTERS, 2018, 9 (12) : 1128 - 1137
  • [28] COMPARATIVE ANALYSIS OF CLASSIFICATION ACCURACY FOR RISAT-1 COMPACT POLARIMETRIC DATA FOR VARIOUS LAND-COVERS
    Turkar, Varsha
    De, Shaunak
    Rao, Y. S.
    Shitole, Sanjay
    Bhattacharya, Avik
    Das, Anup
    2013 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2013, : 3586 - 3589
  • [29] Evaluation of RISAT-1 SAR data for tropical forestry applications
    Padalia, Hitendra
    Yadav, Sadhana
    ADVANCES IN SPACE RESEARCH, 2017, 59 (01) : 2 - 11
  • [30] Initial results using RISAT-1 C-band SAR data
    Chakraborty, Manab
    Panigrahy, Sushma
    Rajawat, A. S.
    Kumar, Raj
    Murthy, T. V. R.
    Haldar, Dipanwita
    Chakraborty, Abhisek
    Kumar, Tanumi
    Rode, Sneha
    Kumar, Hrishikesh
    Mahapatra, Manik
    Kundu, Sanchayita
    CURRENT SCIENCE, 2013, 104 (04): : 490 - 501