Quantifying Tropical Wetlands Using Field Surveys, Spatial Statistics and Remote Sensing

被引:21
|
作者
Salari, Abdollah [1 ,2 ]
Zakaria, Mohamed [2 ]
Nielsen, Charlene C. [1 ]
Boyce, Mark S. [1 ]
机构
[1] Univ Alberta, Dept Biol Sci, Edmonton, AB, Canada
[2] Univ Putra Malaysia, Dept Pk & Ecotourism, Serdang 43400, Selangor, Malaysia
关键词
Interpolation; Landuse/Landcover; Malaysia; NDVI; Paya Indah Wetlands; HIGH-RESOLUTION IMAGERY; LANDSAT-TM; AERIAL-PHOTOGRAPHY; SATELLITE DATA; CLASSIFICATION; VEGETATION; LAKES; EXTRACTION; ACCURACY; CONSERVATION;
D O I
10.1007/s13157-014-0524-3
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Tropical wetlands support high biodiversity and ecological services, but in most areas they suffer from a paucity of baseline data to support management. We demonstrate how modern technology can be used to develop ecological baseline data including, landuse/landcover, water depth, water quality, lake-level fluctuation, and normalized difference vegetation index (NDVI). For the first time we quantified and mapped these metrics for the Paya Indah Wetlands, Malaysia using the new high-spatial-resolution World View 2 imagery. Landuse/landcover classifications were validated by field visits and visual interpretation of the imagery. NDVI was extracted based on red and near infra-red 2 bands. Topo to Raster method was used for interpolation of water depths. Annual mean of a water-quality index and annual water-level fluctuation of lakes were interpolated across lakes using the inverse-distance weighting method. Qualitative and quantitative accuracy assessment of classification (75 % overall accuracy, user's accuracies ranged from 60 % to 90 % and producer's accuracy ranged from 60 % to 97 %) was promising and clearly illustrated that World View 2 imagery can yield fast and reasonably precise identification of ecosystem characteristics for ecological baselines.
引用
收藏
页码:565 / 574
页数:10
相关论文
共 50 条
  • [21] Farmland and urban area dynamics monitoring in China using remote sensing and spatial statistics methodology
    Liu M.-L.
    Zhuang D.-F.
    Liu J.-Y.
    Chinese Geographical Science, 2001, 11 (1) : 42 - 49
  • [22] Unsupervised segmentation parameter selection using the local spatial statistics for remote sensing image segmentation
    Wang, Yongji
    Qi, Qingwen
    Liu, Ying
    Jiang, Lili
    Wang, Jun
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2019, 81 : 98 - 109
  • [23] Monitoring Approach for Tropical Coniferous Forest Degradation Using Remote Sensing and Field Data
    Duarte, Efrain
    Barrera, Juan A.
    Dube, Francis
    Casco, Fabio
    Hernandez, Alexander J.
    Zagal, Erick
    REMOTE SENSING, 2020, 12 (16)
  • [24] REMOTE SENSING OF SPATIAL DISTRIBUTION OF WETLANDS IN NORTHEAST CHINA, 1990-2013
    Wang, Zongming
    Jia, Mingming
    Mao, Dehua
    Ren, Chunying
    2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2016, : 3539 - 3542
  • [25] Field statistics of acoustic array of the equipment for remote sensing of the atmosphere
    Kharkov National University of Radio Engineering and Electronics, 14, Lenin Ave., Kharkov, 61166, Ukraine
    不详
    Telecommun Radio Eng, 2008, 4 (293-308):
  • [26] Field statistics of antenna arrays of equipment for remote sensing of the atmosphere
    Shifrin, Y.
    Ulyanov, Y.
    Maksimova, N.
    14TH INTERNATIONAL SYMPOSIUM FOR THE ADVANCEMENT OF BOUNDARY LAYER REMOTE SENSING, 2008, 1
  • [27] Monthly Analysis of Wetlands Dynamics Using Remote Sensing Data
    Kaplan, Gordana
    Avdan, Ugur
    ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2018, 7 (10):
  • [28] Mapping and characterization of inland wetlands using remote sensing and GIS
    Manju G.
    Chowdary V.M.
    Srivastava Y.K.
    Selvamani S.
    Jeyaram A.
    Adiga S.
    Journal of the Indian Society of Remote Sensing, 2005, 33 (1) : 51 - 61
  • [29] Using remote sensing for measuring surface water storage in wetlands
    Shepherd, IM
    Al-Khudhairy, D
    Thompson, JR
    OPERATIONAL WATER MANAGEMENT, 1997, : 73 - 81
  • [30] MAPPING AND CHARACTERIZATION OF INLAND WETLANDS USING REMOTE SENSING AND GIS
    MANJU, G.
    Chowdary, V. M.
    Srivastava, Y. K.
    Selvamani, S.
    Jeyaram, A.
    Adiga, S.
    PHOTONIRVACHAK-JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2005, 33 (01): : 51 - 61