Laser & Optoelectronics Progress, Volume. 57, Issue 4, 042801(2020)

Application of Image Filtering Operator in Extraction of Soil Salinization Information

Zheng Wang1,2, Fei Zhang1,2,3、*, Xianlong Zhang1,2, and Yishan Wang1,2
Author Affiliations
  • 1Key Laboratory of Smart City and Environmental Modeling of Higher Education Institute, College of Resources and Environment Sciences, Xinjiang University, Urumqi, Xinjiang 830046, China
  • 2Key Laboratory of Oasis Ecology, Urumqi, Xinjiang 830046, China
  • 3Engineering research center of Central Asia Geoinformation development and utilization, National administration of surveying, Mapping and Geoinformation, Urumqi, Xinjiang 830046, China
  • show less
    References(26)

    [1] Dehaan R L, Taylor G R. Field-derived spectra of salinized soils and vegetation as indicators of irrigation-induced soil salinization[J]. Remote Sensing of Environment, 80, 406-417(2002).

    [2] Metternicht G I, Zinck J A. Remote sensing of soil salinity: potentials and constraints[J]. Remote Sensing of Environment, 85, 1-20(2003).

    [4] He B Z, Ding J L, Wang F et al. Research on data mining of salinization information based on phenological characters[J]. Acta Ecologica Sinica, 37, 3133-3148(2017).

    [5] Brunner P, Li H T, Kinzelbach W et al. Generating soil electrical conductivity maps at regional level by integrating measurements on the ground and remote sensing data[J]. International Journal of Remote Sensing, 28, 3341-3361(2007).

    [6] Bouaziz M, Matschullat J, Gloaguen R. Improved remote sensing detection of soil salinity from a semi-arid climate in Northeast Brazil[J]. Comptes Rendus Geoscience, 343, 795-803(2011).

    [9] Li G, Yang W N, Weng T. A method of removing thin cloud in remote sensing image based on the homomorphic filter algorithm[J]. Science of Surveying and Mapping, 32, 47-48, 193(2007).

    [10] Lu P, Liu C, Liu W S et al. The application of the median filter in the remote sensing image processing[J]. Journal of Jilin University (Earth Science Edition), 35, 151-154(2005).

    [11] Zhang X L, Zhang F, Zhang H W et al. Optimization of soil salt inversion model based on spectral transformation from hyperspectral index[J]. Transactions of the Chinese Society of Agricultural Engineering, 34, 110-117(2018).

    [12] Liu D W, Abuduwaili J, Wang L X. Salt dust storm in the Ebinur Lake region: its 50-year dynamic changes and response to climate changes and human activities[J]. Natural Hazards, 77, 1069-1080(2015).

    [13] Mo F R, Chu X Z, Ma X F et al. The windbreak and sand fixation function and its value assessment of landscape patterns change of Ebinur Lake Wetland[J]. Ecological Science, 36, 195-206(2017).

    [14] Wang X P, Zhang F, Ding J L et al. Estimation of soil salt content (SSC) in the Ebinur Lake Wetland National Nature Reserve (ELWNNR), Northwest China, based on a Bootstrap-BP neural network model and optimal spectral indices[J]. Science of The Total Environment, 615, 918-930(2018).

    [15] Yang X D, Fu D P, Yuan Y et al. Analysis on interspecific relationship of the dominant plant species in the Ebinur Lake wetland nature reserve, Xinjiang[J]. Arid Zone Research, 27, 249-256(2010).

    [16] Ma Y, Qian Y B, Duan S M et al. Study on vegetation distribution and species diversity in the Ebinur Lake basin[J]. Arid Zone Research, 29, 776-783(2012).

    [17] Work outline of county-level saline-alkali land improvement and utilization planning in Xinjiang[R]. Urumqi: Water Resources Department of Xinjiang Uygur Autonomous Region(2005).

    [18] Huang J L, Zhen X M. An optimized method for image denoising based on edge detection[J]. Computer Simulation, 26, 260-263(2009).

    [20] Tian W L. Remote sense image enhancement algorithm based on filtering and sharpening[J]. Foreign Electronic Measurement Technology, 36, 13-16(2017).

    [24] Cortes C, Vapnik V. Support-vector networks[J]. Machine Learning, 20, 273-297(1995).

    [25] Foody G M. Status of land cover classification accuracy assessment[J]. Remote sensing of environment, 80, 185-201(2002).

    [26] Cao J R, Liu W Q, Huang C et al. Analysis on dynamic variation of salinized soil in yellow river delta based on Landsat TM/ETM image[J]. Bulletin of Soil and Water Conservation, 34, 179-183, 371(2014).

    Tools

    Get Citation

    Copy Citation Text

    Zheng Wang, Fei Zhang, Xianlong Zhang, Yishan Wang. Application of Image Filtering Operator in Extraction of Soil Salinization Information[J]. Laser & Optoelectronics Progress, 2020, 57(4): 042801

    Download Citation

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

    Category: Remote Sensing and Sensors

    Received: Jul. 15, 2019

    Accepted: Jul. 29, 2019

    Published Online: Feb. 20, 2020

    The Author Email: Fei Zhang (zhangfei3s@163.com)

    DOI:10.3788/LOP57.042801

    Topics