Assessment of Drought Using Earth Observation Data and Cloud Computing in Morocco for 2010-2020

被引:1
作者
Laachrate, Hibatoullah [1 ]
Fadil, Abdelhamid [2 ]
机构
[1] Hassan II Univ, Ben Msik Fac Sci FSBM, Casablanca, Morocco
[2] Hassania Sch Publ Works EHTP, Geomat & Data Sci, Dept Math Comp Sci & Geomat, Casablanca, Morocco
关键词
Cloud Computing; Drought; Earth Observation; Google Earth Engine; Morocco Remote Sensing; Soil Moisture; AGRICULTURAL DROUGHT; SMOS;
D O I
10.4018/IJAGR.298260
中图分类号
P9 [自然地理学]; K9 [地理];
学科分类号
0705 ; 070501 ;
摘要
Drought is an extreme event that has hit several countries in the world including Morocco. The aim of this research was to assess drought in Morocco with a view to providing information for planning and management of droughts. For this, three drought indices were chosen: Combined Drought Indicator (CDI), Soil Moisture Agricultural Drought Index (SMADI), and Microwave Integrated Drought Index (MIDI). Drought monitor was done during the growing seasons of 2010-2020 using Earth Observation data and cloud computing with the mapping of the drought indices and their inter-comparing via Pearson correlation. The main drought events were tracked and drought characteristics analyzed. Seven drought years were tracked for regions of cereal production. CDI and MIDI were very well correlated, whereas SMADI showed poor correlation with CDI and MIDI. Validation of results was done by comparing the results with another study for the 2015-2016 drought event and comparing yearly precipitation with the long-term average. An Earth Engine App of the three indices was published to make public drought maps.
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页数:20
相关论文
共 62 条
  • [1] [Anonymous], 2016, RAPP ANN 2015
  • [2] Balaghi Riad, 2007, Secheresse (Montrouge), V18, P169, DOI 10.1684/sec.2007.0088
  • [3] Bank Al-Maghrib, 2018, RAPP ANN 2017
  • [4] Bank Al-Maghrib, 2012, RAPP ANN 2011
  • [5] Bank Al-Maghrib, 2020, RAPP ANN 2019
  • [6] Bank Al-Maghrib, 2014, RAPP ANN 2013
  • [7] Bazza M., 2018, Drought Characteristics and Management in North Africa and the Near East
  • [8] Developing a Remotely Sensed Drought Monitoring Indicator for Morocco
    Bijaber, Noureddine
    El Hadani, Driss
    Saidi, Mariam
    Svoboda, Mark D.
    Wardlow, Brian D.
    Hain, Christopher R.
    Poulsen, Calvin Christian
    Yessef, Mohammed
    Rochdi, Atmane
    [J]. GEOSCIENCES, 2018, 8 (02)
  • [9] Improved prediction of quasi-global vegetation conditions using remotely-sensed surface soil moisture
    Bolten, J. D.
    Crow, W. T.
    [J]. GEOPHYSICAL RESEARCH LETTERS, 2012, 39
  • [10] Evaluating the Utility of Remotely Sensed Soil Moisture Retrievals for Operational Agricultural Drought Monitoring
    Bolten, John D.
    Crow, Wade T.
    Zhan, Xiwu
    Jackson, Thomas J.
    Reynolds, Curt A.
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2010, 3 (01) : 57 - 66