Laser & Optoelectronics Progress, Volume. 54, Issue 6, 62803(2017)

Monitoring of Soil Salinization in Yutian Oasis Based on Target Polarimetric Decomposition Method and PALSAR Radar Data

Zaytungul Yakup1,2、*, Tashpolat Tiyip1,2, Ilyas Nurmemet1,2, Mamat Sawut1,2, Abdugheni Abliz1,2, and Abdusalam Abdujappar1,2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    References(41)

    [1] [1] Gulnar Halik. The soil salinity effects on the growth of phragmitesaustralis in Yutian Oasis[D]. Urumqi: Xinjiang University, 2012: 3-8.

    [2] [2] Yang Hongmei, Xu Hailiang, Fan Zili, et al. Spatial variability and pattern of surface soil salinity in the lower reaches of the Tarim river[J]. Journal of Desert Research, 2010, 30(3): 564-570.

    [3] [3] Wang Yan, Zhao Xueyong, Zhao Halin, et al. Effects of salinization on soil physicochemical characteristics and agronomic traits in arid oasis[J]. Agricultural Research in the Arid Areas, 2013, 31(3): 184-193.

    [4] [4] Ilyas Nurmemet, Tashpolat Tiyip, Shu Ning, et al. Remote sensing monitoring of soil salinization based on fusion and classification of radarsat and TM image[J]. Science of Surveying and Mappin, 2009, 34(1): 56-59.

    [5] [5] Hu Xiaowei. Study of relationship between the soil-salinization and the change of groundwater environment in Yutian Oasis[D]. Urumqi: Xinjiang University, 2008: 1-8.

    [6] [6] Lu Yunhai. The research for spatial distribution rules of the soil salt of typical area in Yutian Oasis[D]. Urumqi: Xinjiang University, 2009: 2-6.

    [7] [7] Wang Hong. Spatio-temporal variability of soil salinity in the Yellow River Delta[D]. Nanjing: Nanjing University, 2005: 5-10.

    [8] [8] Ding Jianli, Yao Yuan, Wang Fei. Detecting soil salinization in arid regions using spectral feature space derived from remote sensing data[J]. Acta Ecological Sinica, 2014, 34(16): 4620-4631.

    [10] [10] Bindlish R, Barros A P. Parameterization of vegetation backscatter in radar-based, soil moisture estimation[J]. Remote Sensing of Environment, 2001, 76(1): 130-137.

    [11] [11] Lonnqvist A, Rauste Y, Molinier M, et al. Polarimetric SAR data in land cover mapping in Boreal zone[J]. IEEE Transactions on Geoscience & Remote Sensing, 2010, 48(10): 3652-3662.

    [12] [12] Nurmemet I, Ghulam A, Tiyip T, et al. Monitoring soil salinization in Keriya river basin, northwestern China using passive reflective and active microwave remote sensing data[J]. Remote Sensing, 2015, 7(7): 8803-8829.

    [13] [13] Qi Z, Yeh G O, Li X, et al. A novel algorithm for land use and land cover classification using RADARSAT-2 polarimetric SAR data[J]. Remote Sensing of Environment, 2012, 118: 21-39.

    [14] [14] Deng L, Yan Y, Wang C. Improved POLSAR image classification by the use of multi-feature combination[J]. Remote Sensing, 2015, 7(4): 4157-4177.

    [15] [15] Rignot E, Chellappa R. Segmentation of polarimetric synthetic aperture radar data[J]. IEEE Transactions on Image Processing, 1992, 1(3): 281-300.

    [16] [16] Song Yu, Tashpolat Tiyip, Wu Xuemei, et al. Analysis of seasonal variation of topsoil salinization in Yutian Oasis[J]. Agricultural Research in the Arid Areas, 2014(6): 171-175.

    [17] [17] Hu Jianan, Tashpolat Tiyip, Zhang Fei, et al. The remote sensing monitoring of land use /cover change and land surface temperature responses over the Yutian Oasis, Xinjiang[J]. Journal of Glaciology and Geocryology, 2015, 37(3): 658-667.

    [18] [18] Rosenqvist A, Shimada M, Suzuki S, et al. Operational performance of the ALOS global systematic acquisition strategy and observation plans for ALOS-2 PALSAR-2[J]. Remote Sensing of Environment, 2014, 155(4): 3-12.

    [19] [19] Natsuaki R, Nagai H, Motohka T, et al. SAR interferometry using ALOS-2 PALSAR-2 data for the MW7.8 Gorkha, Nepal earthquake[J]. Earth Planets & Space, 2016, 68(1): 1-13.

    [20] [20] Huynen J R. Phenomenological theory of Radar targets[J]. Electromagnetic Scattering, 1978: 653-712.

    [21] [21] Chen Jingsong, Shao Yun, Li Zhen. Neural networks classification of quad-polarization SAR data based on target decomposition[J]. Journal of Image and Graphics, 2004, 9(5): 552-556.

    [22] [22] Zhang Jichao, Lin Layue, Zhang Yonghong, et al. Object-oriented classification of PolSAR imagery based on target decomposition and decision tree algorithms[J]. Journal of Liaoning Technical University (Natural Science), 2013, 32(5): 642-647.

    [23] [23] Cloude S R. Group theory and polarization algebra[J]. Optic, 1986, 75(1): 26-36.

    [24] [24] Krogager E. New decomposition of the radar target scattering matrix[J]. Electronics Letters, 1990, 26(18): 1525-1527.

    [25] [25] Cameron W L, Leung L K. Feature motivated polarization scattering matrix decomposition[C]. IEEE International Radar Conference, 1990: 549-557.

    [26] [26] Holm W A, Barnes R M. On radar polarization mixed target state decomposition techniques[C]. IEEE National Radar Conference, 1988: 249-254.

    [27] [27] Bombrun L, Vasile G, Gay M, et al. Roll invariant target detection based on PolSAR clutter models[J]. IEEE International Geoscience & Remote Sensing Symposium, 2010, 38(5): 2511-2514.

    [28] [28] Yamaguchi Y, Yajima Y, Yamada H. A four-component decomposition of POLSAR images based on the coherency matrix[J]. IEEE Geoscience & Remote Sensing Letters, 2006, 3(3): 292-296.

    [29] [29] Freeman A, Durden S L. Three-component scattering model to describe polarimetric SAR data[C]. SPIE, 1993, 1748: 213-224.

    [30] [30] Pottier E, Lee J S. Application of the 《H/A/α》 polarimetric decomposition theorem for unsupervised classification of fully polarimetric SAR data based on the Wishart distribution[C]. Proceedings of CEOS SAR workshop, 2000, 450: 335-340.

    [31] [31] Van Zyl J, Burnette C F. Bayesian classification of polarimetric SAR images using adaptive a priori probabilities[J]. International Journal of Remote Sensing, 1992, 13(5): 835-840.

    [32] [32] Dipanwita H, Anup D, Shiv M, et al. Assessment of L-band SAR data at different polarization combinations for crop and other land use classification[J]. Progress in Electromagnetics Research B, 2012, 36(36): 303-321.

    [33] [33] Lee J S, Grunes M R, Kwok R. Classification of multi-look polarimetric SAR imagery based on complex Wishart distribution[J]. International Journal of Remote Sensing, 1994, 15(15): 2299-2311.

    [34] [34] Zhang Xiang, Deng Kazhong, Fan Hongdong, et al. PolSAR SVM supervised classification method combining with polarimetric target decomposition[J]. Application Research of Computers, 2013, 30(1): 295-298.

    [35] [35] Zhou Xiaoguang. Polarimetric SAR image classification[D]. Changsha: National University of Defense Technology, 2008: 2-10.

    [36] [36] Wu Yiquan, Zhou Yang, Long Yunlin. Small target detection in hyperspectral remote sensing image based on adaptive parameter SVM[J]. Acta Optica Sinica, 2015, 35(9): 0928001.

    [37] [37] Liu Nannan, Xu Shuyan, Hu Jun, et al. Hyper accuracy star location algorithm based on nonsubsampled contourlet transform and mapped least squares support vector machine[J]. Acta Optica Sinica, 2013, 33(5): 0512001.

    [38] [38] Chen Zhifen. Research of land cover classification SVM based remote sensing data[D]. Wuhan: Geosciences University of China, 2009: 5-18.

    [39] [39] Zhao Yibo, Qin Xianxiang, Zou Huanxin. Classification of polarimetric SAR image based on target decomposition and SVM[J]. Spacecraft Recovery & Remote Sensing, 2013, 34(2): 50-56.

    [40] [40] Ilyas Nurmemet, Tashpolat Tiyip, Ding Jianli, et al. Monitoring soil salinization in arid area using PolSAR data and polarimetric decomposition method[J]. Transactions of the Chinese Society of Agricultural Engineering, 2015(23): 145-153.

    [41] [41] Touzi R, Goze S, Toan T L, et al. Polarimetric discriminators for SAR images[J]. IEEE Transactions on Geoscience & Remote Sensing, 1992, 30(5): 973-980.

    Tools

    Get Citation

    Copy Citation Text

    Zaytungul Yakup, Tashpolat Tiyip, Ilyas Nurmemet, Mamat Sawut, Abdugheni Abliz, Abdusalam Abdujappar. Monitoring of Soil Salinization in Yutian Oasis Based on Target Polarimetric Decomposition Method and PALSAR Radar Data[J]. Laser & Optoelectronics Progress, 2017, 54(6): 62803

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Remote Sensing and Sensors

    Received: Dec. 19, 2016

    Accepted: --

    Published Online: Jun. 8, 2017

    The Author Email: Yakup Zaytungul (zaytungul1992@163.com)

    DOI:10.3788/lop54.062803

    Topics