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.
引用
收藏
页数:20
相关论文
共 50 条
  • [1] Cloud computing for environmental monitoring using multi-source Earth Observation data
    Yu, Wenyang
    Xie, Jibo
    Li, Guoqing
    2016 FIFTH INTERNATIONAL CONFERENCE ON AGRO-GEOINFORMATICS (AGRO-GEOINFORMATICS), 2016, : 485 - 488
  • [2] Environmental impacts of earth observation data in the constellation and cloud computing era
    Mleczko, M. M.
    Brewin, R. J. W.
    Mueller, M.
    Shutler, J. D.
    Anderson, K.
    SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 909
  • [3] Recent Trends in Prediction of Concrete Elements Behavior Using Soft Computing (2010-2020)
    Mirrashid, Masoomeh
    Naderpour, Hosein
    ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, 2021, 28 (04) : 3307 - 3327
  • [4] Cloud Computing Enabled Web Processing Service for Earth Observation Data Processing
    Chen, Zeqiang
    Chen, Nengcheng
    Yang, Chao
    Di, Liping
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2012, 5 (06) : 1637 - 1649
  • [5] The 2010 structural-demographic forecast for the 2010-2020 decade: A retrospective assessment
    Turchin, Peter
    Korotayev, Andrey
    PLOS ONE, 2020, 15 (08):
  • [6] Integrating OGC Web Processing Service with Cloud Computing Environment for Earth Observation Data
    Zhang, Chen
    Di, Liping
    Sun, Ziheng
    Yu, Eugene G.
    Hu, Lei
    Lin, Li
    Tang, Junmei
    Rahman, Md. Shahinoor
    2017 6TH INTERNATIONAL CONFERENCE ON AGRO-GEOINFORMATICS, 2017, : 375 - 378
  • [7] A New Strategy for Evaluating the Quality of Laboratory Results for Big Data Research: Using External Quality Assessment Survey Data (2010-2020)
    Cho, Eun-Jung
    Jeong, Tae-Dong
    Kim, Sollip
    Park, Hyung-Doo
    Yun, Yeo-Min
    Chun, Sail
    Min, Won-Ki
    ANNALS OF LABORATORY MEDICINE, 2023, 43 (05) : 425 - 433
  • [8] Enabling the Big Earth Observation Data via Cloud Computing and DGGS: Opportunities and Challenges
    Yao, Xiaochuang
    Li, Guoqing
    Xia, Junshi
    Ben, Jin
    Cao, Qianqian
    Zhao, Long
    Ma, Yue
    Zhang, Lianchong
    Zhu, Dehai
    REMOTE SENSING, 2020, 12 (01)
  • [9] Spatiotemporal monitoring of post-fire soil erosion rates using earth observation (EO) data and cloud computing
    Stefanidis, Stefanos P.
    Proutsos, Nikolaos D.
    Solomou, Alexandra D.
    Michopoulos, Panagiotis
    Bourletsikas, Athanassios
    Tigkas, Dimitris
    Spalevic, Velibor
    Kader, Shuraik
    NATURAL HAZARDS, 2025, 121 (03) : 2873 - 2894
  • [10] Plant growth monitoring and potential drought risk assessment by means of Earth observation data
    Richter, K.
    Rischbeck, P.
    Eitzinger, J.
    Schneider, W.
    Suppan, F.
    Weihs, P.
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2008, 29 (17-18) : 4943 - 4960