Satellite-Based Mapping of Cultivated Area in Gash Delta Spate Irrigation System, Sudan

被引:3
|
作者
Ghebreamlak, Araya Z. [1 ]
Tanakamaru, Haruya [1 ]
Tada, Akio [1 ]
Adam, Bashir M. Ahmed [2 ]
Elamin, Khalid A. E. [2 ]
机构
[1] Kobe Univ, Grad Sch Agr Sci, Nada Ku, Rokkodai 1-1, Kobe, Hyogo 6578501, Japan
[2] Agr Res Corp, POB 126, Wad Madani, Sudan
关键词
spate irrigation; Landsat-7 ETM+; Gash Delta; NDVI; classification algorithm; CROPPING PATTERNS; LAND-COVER; AGRICULTURE; PARAMETERS; CONTEXT; MODEL; BASIN;
D O I
10.3390/rs10020186
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In this study, a simple methodology for mapping the seasonal cultivated area of the Gash Delta Spate Irrigation System based on satellite images was developed. The methodology combined information from multiple bands to characterize the land surface in terms of spectral indices (e.g., Normalized Difference Vegetation Index (NDVI), and surface temperature (Ts)). Visual interpretations of a conveniently selected image were undertaken to identify and select sample points of interest. The NDVI and Ts values (computed from multi-date images that represented the crop growing period) of the sample points were used to developed typical NDVI and Ts plots. By analyzing these plots and the cropping calendar, an NDVI and Ts threshold-based algorithm was developed to extract the cultivated area of a given season. Analysis of the developed algorithm showed that it was simple, easily modifiable, and had interpretable rules and threshold values. Comparing the extracted cultivated area with the field report area showed a promising application of the methodology to map and estimate the cultivated area from only remote sensing data.
引用
收藏
页数:14
相关论文
共 50 条
  • [1] Analysis of cropping patterns in Sudan's Gash Spate Irrigation System using Landsat 8 images
    Fujihara, Yoichi
    Tanakamaru, Haruya
    Tada, Akio
    Adam, Bashir M. Ahmed
    Elamin, Khalid A. Eltaib
    JOURNAL OF ARID ENVIRONMENTS, 2020, 173
  • [2] Adaptation strategies to cope with low, high and untimely floods: Lessons from the Gash spate irrigation system, Sudan
    Fadul, E.
    Masih, I.
    De Fraiture, C.
    AGRICULTURAL WATER MANAGEMENT, 2019, 217 : 212 - 225
  • [3] Satellite-based evapotranspiration over Gezira Irrigation Scheme, Sudan: A comparative study
    Al Zayed, Islam Sabry
    Elagib, Nadir Ahmed
    Ribbe, Lars
    Heinrich, Juergen
    AGRICULTURAL WATER MANAGEMENT, 2016, 177 : 66 - 76
  • [4] Costs and benefits of satellite-based tools for irrigation management
    Vuolo, Francesco
    Essl, Laura
    Atzberger, Clement
    FRONTIERS IN ENVIRONMENTAL SCIENCE, 2015, 3
  • [5] Global trends in satellite-based emergency mapping
    Voigt, Stefan
    Giulio-Tonolo, Fabio
    Lyons, Josh
    Kucera, Jan
    Jones, Brenda
    Schneiderhan, Tobias
    Platzeck, Gabriel
    Kaku, Kazuya
    Hazarika, Manzul Kumar
    Czaran, Lorant
    Li, Suju
    Pedersen, Wendi
    James, Godstime Kadiri
    Proy, Catherine
    Muthike, Denis Macharia
    Bequignon, Jerome
    Guha-Sapir, Debarati
    SCIENCE, 2016, 353 (6296) : 247 - 252
  • [6] Spatial and Statistical Variability Analyses of Satellite-Based Climatic Data in Mereb-Gash Basin
    D. V. Anghesom A. Ghebrehiwot
    Water Resources, 2021, 48 : 146 - 157
  • [7] Spatial and Statistical Variability Analyses of Satellite-Based Climatic Data in Mereb-Gash Basin
    Ghebrehiwot, Anghesom A.
    Kozlov, D. V.
    WATER RESOURCES, 2021, 48 (01) : 146 - 157
  • [8] Satellite-based mapping of the Universal Thermal Climate Index over the Yangtze River Delta urban agglomeration
    Wang, Chenguang
    Zhan, Wenfeng
    Liu, Zihan
    Li, Jiufeng
    Li, Long
    Fu, Peng
    Huang, Fan
    Lai, Jiameng
    Chen, Jike
    Hong, Falu
    Jiang, Sida
    JOURNAL OF CLEANER PRODUCTION, 2020, 277 (277)
  • [9] Satellite-based peatland mapping: Potential of the MODIS sensor
    Pflugmacher, Dirk
    Krankina, Olga N.
    Cohen, Warren B.
    GLOBAL AND PLANETARY CHANGE, 2007, 56 (3-4) : 248 - 257
  • [10] Satellite-based seagrass mapping in Korean coastal waters
    Choi, Jong-Kuk
    Kim, Keunyong
    Terauchi, Genki
    REMOTE SENSING OF THE OPEN AND COASTAL OCEAN AND INLAND WATERS, 2018, 10778