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Advancements in weather forecasting for precision agriculture: From statistical modeling to transformer-based architectures.
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- Stochastic Environmental Research & Risk Assessment, 2024, v. 38, n. 9, p. 3695, doi. 10.1007/s00477-024-02778-0
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- Article
Dust Source Areas and Their Plume Extent Derived From Satellite Data Fields.
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- Geophysical Research Letters, 2024, v. 51, n. 16, p. 1, doi. 10.1029/2024GL110753
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- Article
An automatic ensemble machine learning for wheat yield prediction in Africa.
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- Multimedia Tools & Applications, 2024, v. 83, n. 25, p. 66433, doi. 10.1007/s11042-024-18142-x
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- Article
Correction to: An automatic ensemble machine learning for wheat yield prediction in Africa.
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- 2024
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- Correction Notice
Ensemble Band Selection for Quantification of Soil Total Nitrogen Levels from Hyperspectral Imagery.
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- Remote Sensing, 2024, v. 16, n. 14, p. 2549, doi. 10.3390/rs16142549
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- Article
Use of Optical and Radar Imagery for Crop Type Classification in Africa: A Review.
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- Sensors (14248220), 2024, v. 24, n. 11, p. 3618, doi. 10.3390/s24113618
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- Article
Contribution to advancing aquifer geometric mapping using machine learning and deep learning techniques: a case study of the AL Haouz-Mejjate aquifer, Marrakech, Morocco.
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- Applied Water Science, 2024, v. 14, n. 5, p. 1, doi. 10.1007/s13201-024-02162-x
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- Article
Towards an advanced representation of precipitation over Morocco in a global climate model with resolution enhancement and empirical run‐time bias corrections.
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- International Journal of Climatology, 2024, v. 44, n. 5, p. 1691, doi. 10.1002/joc.8405
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- Article
COVID-19 response in Africa: impacts and lessons for environmental management and climate change adaptation.
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- Environment, Development & Sustainability, 2024, v. 26, n. 3, p. 5537, doi. 10.1007/s10668-023-02956-0
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- Article
Modeling Land–Atmosphere Interactions over Semiarid Plains in Morocco: In-Depth Assessment of GCM Stretched-Grid Simulations Using In Situ Data.
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- Journal of Applied Meteorology & Climatology, 2024, v. 63, n. 3, p. 369, doi. 10.1175/JAMC-D-23-0099.1
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- Article
Morocco’s climate change impacts, adaptation and mitigation—a stocktake.
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- Regional Environmental Change, 2024, v. 24, n. 1, p. 1, doi. 10.1007/s10113-023-02176-2
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- Article
A comprehensive assessment of satellite precipitation products over a semi-arid region: focus on extreme events.
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- Natural Hazards, 2024, v. 120, n. 3, p. 3037, doi. 10.1007/s11069-023-06317-y
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- Article
A regional stocktake of maize yield vulnerability to droughts in the Horn of Africa.
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- Environmental Monitoring & Assessment, 2024, v. 196, n. 1, p. 1, doi. 10.1007/s10661-023-12229-y
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- Article
Future of land surface water availability over the Mediterranean basin and North Africa: Analysis and synthesis from the CMIP6 exercise.
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- Atmospheric Science Letters (John Wiley & Sons, Inc. ), 2023, v. 24, n. 11, p. 1, doi. 10.1002/asl.1180
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- Article
Accuracy assessment and bias correction of remote sensing–based rainfall products over semiarid watersheds.
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- Theoretical & Applied Climatology, 2023, v. 154, n. 3/4, p. 763, doi. 10.1007/s00704-023-04586-y
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- Article
Opportunities and challenges of irrigation in Morocco, Spain, and India: A critical analysis.
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- World Water Policy, 2023, v. 9, n. 4, p. 682, doi. 10.1002/wwp2.12148
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- Article
Precipitation isotopes to elucidate moisture sources in the Western Mediterranean: case of the Middle Atlas Mountains, Morocco.
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- Environmental Earth Sciences, 2023, v. 82, n. 10, p. 1, doi. 10.1007/s12665-023-10930-2
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- Article
Assessment of GPM Satellite Precipitation Performance after Bias Correction, for Hydrological Modeling in a Semi-Arid Watershed (High Atlas Mountain, Morocco).
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- Atmosphere, 2023, v. 14, n. 5, p. 794, doi. 10.3390/atmos14050794
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- Article
System Dynamics Approach for Water Resources Management: A Case Study from the Souss-Massa Basin.
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- Water (20734441), 2023, v. 15, n. 8, p. 1506, doi. 10.3390/w15081506
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- Article
Machine-Learning-Based Downscaling of Hourly ERA5-Land Air Temperature over Mountainous Regions.
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- Atmosphere, 2023, v. 14, n. 4, p. 610, doi. 10.3390/atmos14040610
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- Article
Remote Sensing in Irrigated Crop Water Stress Assessment.
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- Remote Sensing, 2023, v. 15, n. 4, p. 911, doi. 10.3390/rs15040911
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- Article
Deep Learning Approach with LSTM for Daily Streamflow Prediction in a Semi-Arid Area: A Case Study of Oum Er-Rbia River Basin, Morocco.
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- Water (20734441), 2023, v. 15, n. 2, p. 262, doi. 10.3390/w15020262
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- Article
Smart Weather Data Management Based on Artificial Intelligence and Big Data Analytics for Precision Agriculture.
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- Agriculture; Basel, 2023, v. 13, n. 1, p. 95, doi. 10.3390/agriculture13010095
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- Article
Soil Erosion under Future Climate Change Scenarios in a Semi-Arid Region.
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- Water (20734441), 2023, v. 15, n. 1, p. 146, doi. 10.3390/w15010146
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- Article
Atmospheric rivers and associated extreme rainfall over Morocco.
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- International Journal of Climatology, 2022, v. 42, n. 15, p. 7766, doi. 10.1002/joc.7676
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- Article
Identifying gaps in actual and simulated/potential yield and growing season precipitation in Morocco.
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- Environmental Science & Pollution Research, 2022, v. 29, n. 56, p. 84844, doi. 10.1007/s11356-022-21671-3
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- Article
Future changes in mean and extreme precipitation over the Mediterranean and Sahara regions using bias‐corrected CMIP6 models.
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- International Journal of Climatology, 2022, v. 42, n. 14, p. 7280, doi. 10.1002/joc.7644
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- Publication type:
- Article
High-Resolution Monitoring of the Snow Cover on the Moroccan Atlas through the Spatio-Temporal Fusion of Landsat and Sentinel-2 Images.
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- Remote Sensing, 2022, v. 14, n. 22, p. 5814, doi. 10.3390/rs14225814
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- Article
Medium-Resolution Mapping of Evapotranspiration at the Catchment Scale Based on Thermal Infrared MODIS Data and ERA-Interim Reanalysis over North Africa.
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- Remote Sensing, 2022, v. 14, n. 20, p. 5071, doi. 10.3390/rs14205071
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- Article
A new index on agricultural land greenhouse gas emissions in Africa.
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- Environmental Monitoring & Assessment, 2022, v. 194, n. 9, p. 1, doi. 10.1007/s10661-022-10196-4
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- Article
Projected changes in meteorological drought over East Africa inferred from bias-adjusted CMIP6 models.
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- Natural Hazards, 2022, v. 113, n. 2, p. 1151, doi. 10.1007/s11069-022-05341-8
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- Article
Using PRISMA Hyperspectral Satellite Imagery and GIS Approaches for Soil Fertility Mapping (FertiMap) in Northern Morocco.
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- Remote Sensing, 2022, v. 14, n. 16, p. 4080, doi. 10.3390/rs14164080
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- Article
Assessment of Groundwater Quality and the Main Controls on Its Hydrochemistry in a Changing Climate in Morocco (Essaouira Basin).
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- Sustainability (2071-1050), 2022, v. 14, n. 13, p. 8012, doi. 10.3390/su14138012
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- Article
A Critical Review of Studies on Water Resources in the Souss-Massa Basin, Morocco: Envisioning a Water Research Agenda for Local Sustainable Development.
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- Water (20734441), 2022, v. 14, n. 9, p. 1355, doi. 10.3390/w14091355
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- Article
Vulnerability of Barley, Maize, and Wheat Yields to Variations in Growing Season Precipitation in Morocco.
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- Applied Sciences (2076-3417), 2022, v. 12, n. 7, p. 3407, doi. 10.3390/app12073407
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- Article
Hydrogeochemical and isotopic assessment for characterizing groundwater quality and recharge processes in the Essaouira Basin, Northwestern Morocco.
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- Arabian Journal of Geosciences, 2022, v. 15, n. 7, p. 1, doi. 10.1007/s12517-022-09817-6
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- Article
Soil Salinity Detection and Mapping in an Environment under Water Stress between 1984 and 2018 (Case of the Largest Oasis in Africa-Morocco).
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- Remote Sensing, 2022, v. 14, n. 7, p. 1606, doi. 10.3390/rs14071606
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- Article
Temporal and spatial assessment of groundwater contamination with nitrate using nitrate pollution index (NPI), groundwater pollution index (GPI), and GIS (case study: Essaouira basin, Morocco).
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- Environmental Science & Pollution Research, 2022, v. 29, n. 12, p. 17132, doi. 10.1007/s11356-021-16922-8
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- Publication type:
- Article
Satellite Multi-Sensor Data Fusion for Soil Clay Mapping Based on the Spectral Index and Spectral Bands Approaches.
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- Remote Sensing, 2022, v. 14, n. 5, p. N.PAG, doi. 10.3390/rs14051103
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- Article
Evaluation of the Performance of Multi-Source Satellite Products in Simulating Observed Precipitation over the Tensift Basin in Morocco.
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- Remote Sensing, 2022, v. 14, n. 5, p. N.PAG, doi. 10.3390/rs14051171
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- Article
Recent Patterns in Maize Yield and Harvest Area across Africa.
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- Agronomy, 2022, v. 12, n. 2, p. 374, doi. 10.3390/agronomy12020374
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- Article
Emerging Pollutants in Moroccan Wastewater: Occurrence, Impact, and Removal Technologies.
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- Journal of Chemistry, 2022, p. 1, doi. 10.1155/2022/9727857
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- Article
Changes in mean and extreme temperature and precipitation events from different weighted multi-model ensembles over the northern half of Morocco.
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- Climate Dynamics, 2022, v. 58, n. 1/2, p. 389, doi. 10.1007/s00382-021-05910-w
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- Article
Potential Use of Constructed Wetland Systems for Rural Sanitation and Wastewater Reuse in Agriculture in the Moroccan Context.
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- Energies (19961073), 2022, v. 15, n. 1, p. 156, doi. 10.3390/en15010156
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- Article
Multi-Sensors Remote Sensing Applications for Assessing, Monitoring, and Mapping NPK Content in Soil and Crops in African Agricultural Land.
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- Remote Sensing, 2022, v. 14, n. 1, p. 81, doi. 10.3390/rs14010081
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- Publication type:
- Article
Performance Evaluation of the WOFOST Model for Estimating Evapotranspiration, Soil Water Content, Grain Yield and Total Above-Ground Biomass of Winter Wheat in Tensift Al Haouz (Morocco): Application to Yield Gap Estimation.
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- Agronomy, 2021, v. 11, n. 12, p. 2480, doi. 10.3390/agronomy11122480
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- Article
Isotopic tracers to assess the snowmelt contribution to the groundwater recharge: a case from the Moroccan High and Middle Atlas Mountains.
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- Arabian Journal of Geosciences, 2021, v. 14, n. 23, p. 1, doi. 10.1007/s12517-021-08737-1
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- Article
Monitoring and Analyzing Yield Gap in Africa through Soil Attribute Best Management Using Remote Sensing Approaches: A Review.
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- Remote Sensing, 2021, v. 13, n. 22, p. 4602, doi. 10.3390/rs13224602
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- Publication type:
- Article
National-Scale Cropland Mapping Based on Phenological Metrics, Environmental Covariates, and Machine Learning on Google Earth Engine.
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- Remote Sensing, 2021, v. 13, n. 21, p. 4378, doi. 10.3390/rs13214378
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- Article
The Readiness Index for Climate Change Adaptation in Africa: The Role of Climate and Adaptive Capacity Proxies.
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- Applied Sciences (2076-3417), 2021, v. 11, n. 20, p. 9413, doi. 10.3390/app11209413
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- Article