Moroccan Experience RS: Case Studies
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Workshop on Operationalizing the Regional Collaborative Platform to Address ‘Water Consumption, Water Productivity and Drought Management’ in Agriculture, 27 - 29 October 2015, Cairo, Egypt
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Moroccan Experience RS: Case Studies
- 1. 10/28/2015 1 CRTS/LDAS – Maroc Septembre/2015 CRTS/LDAS – Maroc Septembre/2015 LDASLDAS--Maroc Project PartnerMaroc Project Partner • Les partenaires institutionnels • L’expertise internationale/ nationale CRTS DRPE DIAEA University of Wisconsin
- 2. 10/28/2015 2 CRTS/LDAS – Maroc Septembre/2015 LIS Core In-Situ Data & EO Outputs Hydrologic Parameters Thematic Components Geo- Indicators: Vegetation Idices, Soil Humidity, Eta etc. Water Past Conditions Future Conditions Current Conditions Irrigation Irrigated area Mapping Water Use/ requirement Locust Indicators EWLM Drought Indicators DEWS Floods Hydrologic Modeling Rapid Mapping Thematic Components LIS Platform Dissemination Platform to END-USERS Biomass Production CRTS/LDAS – Maroc Septembre/2015 Topographie,Topographie, Sols,Sols, OccupOccup.. (Statique)(Statique) Végétation:Végétation: NDVI, LAINDVI, LAI (mensuel)(mensuel) MétéorologieMétéorologie (Forçage)(Forçage) 3 heures3 heures Etat de la surfaceEtat de la surface observéobservé (humidité du sol,(humidité du sol, neige …)neige …) Flux de Surface:Flux de Surface: L, H, GoL, H, Go Etats des sols,Etats des sols, Humidité THumidité T°° Bilan hydrique:Bilan hydrique: Ruissellement,Ruissellement, EtaEta Etats de surface:Etats de surface: LAI, GVFLAI, GVF TT°°, Neige, Neige Modèles (15 minModèles (15 min –– 1h)1h) NoahNoah,, CatchmentCatchment, VIC,, VIC, MosaicMosaic,, HySSIBHySSIB LIS CoreLIS Core
- 3. 10/28/2015 3 CRTS/LDAS – Maroc Septembre/2015 CRTS/LDAS – Maroc Septembre/2015
- 4. 10/28/2015 4 CRTS/LDAS – Maroc Septembre/2015 oo MerraMerra--LandLand: Modern Era Reanalysis for: Modern Era Reanalysis for Research and Applications adjusted for LandResearch and Applications adjusted for Land oo CHIRPSCHIRPS: Climate Hazards Group: Climate Hazards Group InfraRedInfraRed Precipitation with StationsPrecipitation with Stations oo TRMMTRMM:: MultisensorMultisensor Precipitation AnalysisPrecipitation Analysis (TMPA)(TMPA) oo IMERGIMERG: higher resolution: higher resolution multisensormultisensor productproduct and (GPM)and (GPM) oo GDASGDAS: Global Data Assimilation System: Global Data Assimilation System oo Others…Others… Meteorological forcingMeteorological forcing CRTS/LDAS – Maroc Septembre/2015 . Clsm.2.5. Clsm.2.5 . Modèle Noah.3.3. Modèle Noah.3.3 . Intervalle: 15 min. Intervalle: 15 min . Fréquence: 1h. Fréquence: 1h--1j1j
- 5. 10/28/2015 5 CRTS/LDAS – Maroc Septembre/2015 CRTS/LDAS – Maroc Septembre/2015
- 6. 10/28/2015 6 CRTS/LDAS – Maroc Septembre/2015 Variations entre printemps et été: simul 1km CRTS/LDAS – Maroc Septembre/2015
- 7. 10/28/2015 7 CRTS/LDAS – Maroc Septembre/2015 CRTS/LDAS – Maroc Septembre/2015
- 8. 10/28/2015 8 CRTS/LDAS – Maroc Septembre/2015 CRTS/LDAS – Maroc Septembre/2015 SimulationSimulation 20132013--20142014 atat 1 km1 km resolution with GDAS (IA)resolution with GDAS (IA)
- 9. 10/28/2015 9 CRTS/LDAS – Maroc Septembre/2015 SimulationSimulation 20142014--2015*2015* atat 1 km1 km resolution with GDAS (IA)resolution with GDAS (IA) CRTS/LDAS – Maroc Septembre/2015 RetroRetro 20012001-- 20112011 ScenarioScenario FuturFutur %% changechange-- mentment EvapotranspirationEvapotranspiration 1.14E+111.14E+11 1.02E+111.02E+11 --11%11% RuissellementRuissellement 2.06E+102.06E+10 1.45E+101.45E+10 --30%30% Eau d’IrrigationEau d’Irrigation 8.90E+098.90E+09 9.09E+099.09E+09 2%2%
- 10. 10/28/2015 10 CRTS/LDAS – Maroc Septembre/2015 ET Estimation 2002 - 2013 (SEBSSEBS) CRTS/LDAS – Maroc Septembre/2015 ET seasonal evolution (SEBSSEBS)
- 11. 10/28/2015 11 CRTS/LDAS – Maroc Septembre/2015 Eta vs Irrigation: Model HRMETHRMET CRTS/LDAS – Maroc Septembre/2015 152 cartes au 10.000ème en deux dates152 cartes au 10.000ème en deux dates Souss-Massa
- 12. 10/28/2015 12 CRTS/LDAS – Maroc Septembre/2015 Souss-Massa CRTS/LDAS – Maroc Septembre/2015 Exemple d’illustration du changement au niveau communal Formes de changement au niveau des plantations Souss-Massa
- 13. 10/28/2015 13 CRTS/LDAS – Maroc Septembre/2015 Les changements biannuels Illustration pour les plantations Souss-Massa CRTS/LDAS – Maroc Septembre/2015 Analyse des changements Souss-Massa
- 14. 10/28/2015 14 CRTS/LDAS – Maroc Septembre/2015 CRTS/LDAS – Maroc Septembre/2015