Use of ENVISAT/ASAR wide-swath data for timely rice fields mapping in the Mekong River Delta

被引:124
|
作者
Bouvet, Alexandre [1 ]
Thuy Le Toan [1 ]
机构
[1] Ctr Etud Spatiales Biosphere CESBIO, F-31401 Toulouse 9, France
关键词
Rice mapping; (Advanced) Synthetic Aperture Radar (ASAR); Mekong River Delta; Temporal; Change; Wide-swath; MULTITEMPORAL MODIS IMAGES; BAND SAR; CROPPING SYSTEMS; SOUTHERN CHINA; VEGETATION; RADARSAT; AGRICULTURE; GROWTH; MODEL;
D O I
10.1016/j.rse.2010.12.014
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Because of the importance of rice for the global food security and because of the role of inundated paddy fields in greenhouse gases emissions, monitoring the rice production world-wide has become a challenging issue for the coming years. Local rice mapping methods have been developed previously in many studies by using the temporal change of the backscatter from C-band synthetic aperture radar (SAR) co-polarized data. The studies indicated in particular the need of a high observation frequency. In the past, the operational use of these methods has been limited by the small coverage and the poor acquisition frequency of the available data (ERS-1/2, Radarsat-1). In this paper, the method is adapted for the first time to map rice at large scale, by using wide-swath images of the Advanced SAR (ASAR) instrument onboard ENVISAT. To increase the observation frequency, data from different satellite tracks are combined. The detection of rice fields is achieved by exploiting the high backscatter increase at the beginning of the growing cycle, which allows the production of rice maps early in the season (in the first 50 days). The method is tested in the Mekong delta in Vietnam. The mapping results are compared to existing rice maps in the An Giang province, with a good agreement (higher than 81%). The rice planted areas are retrieved from the maps and successfully validated with the official statistics available at each province (R(2)=0.92). These results show that the method is useful for large scale early mapping of rice areas, using current and future C band wide-swath SAR data. (C) 2011 Elsevier Inc. All rights reserved.
引用
收藏
页码:1090 / 1101
页数:12
相关论文
共 37 条
  • [1] Mapping Rice Seasonality in the Mekong Delta with Multi-Year Envisat ASAR WSM Data
    Duy Ba Nguyen
    Clauss, Kersten
    Cao, Senmao
    Naeimi, Vahid
    Kuenzer, Claudia
    Wagner, Wolfgang
    [J]. REMOTE SENSING, 2015, 7 (12): : 15868 - 15893
  • [2] Use of ENVISAT ASAR wide-swath mode data over Siberia for large area land cover mapping, parameter retrieval, and change detection
    Wiesmann, A
    Wegmüller, U
    Le Toan, T
    Santoro, M
    Werner, C
    Strozzi, T
    [J]. IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium, Vols 1-8, Proceedings, 2005, : 3595 - 3598
  • [3] Monitoring of the Rice Cropping System in the Mekong Delta Using ENVISAT/ASAR Dual Polarization Data
    Bouvet, Alexandre
    Le Toan, Thuy
    Lam-Dao, Nguyen
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2009, 47 (02): : 517 - 526
  • [4] Derivation of hydrological parameters from ENVISAT ASAR wide swath data
    Löw, A
    Waske, B
    Ludwig, R
    Mauser, W
    [J]. IGARSS 2004: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM PROCEEDINGS, VOLS 1-7: SCIENCE FOR SOCIETY: EXPLORING AND MANAGING A CHANGING PLANET, 2004, : 3522 - 3525
  • [5] Backscatter change on fire scars in Siberian boreal forests in ENVISAT ASAR wide-swath images
    Huang, SL
    Siegert, F
    [J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2006, 3 (01) : 154 - 158
  • [6] Rice mapping and monitoring using ENVISAT ASAR data
    Yang, Shenbin
    Shen, Shuanghe
    Li, Bingbai
    Le Toan, Thuy
    He, Wei
    [J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2008, 5 (01) : 108 - 112
  • [7] A MONITORING SYSTEM FOR GLACIERS ON SVALBARD BASED ON ENVISAT ASAR WIDE SWATH DATA
    Hindberg, Heidi
    Malnes, Eirik
    Hogda, Kjell Arild
    [J]. 2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2012, : 1856 - 1859
  • [8] Land use/cover classification and rice mapping based on ENVISAT ASAR data
    Quegan, Shaun
    He, Guojin
    Santuari, Mirko
    Wang, Xiaoqin
    Wang, Qinmin
    [J]. DRAGON PROGRAMME MID-TERM RESULTS, PROCEEDINGS, 2006, 611 : 349 - +
  • [9] Potential contribution of ENVISAT ASAR alternating polarisation and wide-swath modes images for crop discrimination at the regional scale
    Blaes, X
    Holeck, F
    Defourny, P
    [J]. PROCEEDINGS OF THE THIRD INTERNATIONAL SYMPOSIUM ON RETRIEVAL OF BIO- AND GEOPHYSICAL PARAMETERS FROM SAR DATA FOR LAND APPLICATIONS, 2002, 475 : 227 - 232
  • [10] Application of multi-temporal ENVISAT ASAR data to agricultural area mapping in the Pearl River Delta
    Wang, Dan
    Lin, Hui
    Chen, Jinsong
    Zhang, Yuanzhi
    Zeng, Qiwei
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2010, 31 (06) : 1555 - 1572