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Early Estimation of Daily Reference Evapotranspiration Using Machine Learning Techniques for Efficient Management of Irrigation Water

Journal of physics. Conference series, 2022-04, Vol.2224 (1), p.12006

2022

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Optimizing the Sowing Date to Improve Water Management and Wheat Yield in a Large Irrigation Scheme, through a Remote Sensing and an Evolution Strategy-Based Approach

Remote sensing (Basel, Switzerland), 2021-09, Vol.13 (18), p.3789

2021

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Smart Weather Data Management Based on Artificial Intelligence and Big Data Analytics for Precision Agriculture

Agriculture (Basel), 2023-01, Vol.13 (1), p.95

2023

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System Dynamics Approach for Water Resources Management: A Case Study from the Souss-Massa Basin

Water (Basel), 2023-04, Vol.15 (8), p.1506

2023

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Are raw satellite bands and machine learning all you need to retrieve actual evapotranspiration?

E3S web of conferences, 2024-01, Vol.489, p.4019

2024

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Advancements in weather forecasting for precision agriculture: From statistical modeling to transformer-based architectures

Stochastic environmental research and risk assessment, 2024-09, Vol.38 (9), p.3695-3717

2024

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Advanced learning models for estimating the spatio-temporal variability of reference evapotranspiration using in-situ and ERA5-Land reanalysis data

Modeling earth systems and environment, 2024-04, Vol.10 (2), p.1915-1939

2024

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Modeling long term response of environmental flow attributes to future climate change in a North African watershed (Bouregreg watershed, Morocco)

Ecohydrology & Hydrobiology, 2022-01, Vol.22 (1), p.155-167

2022

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Data Science Toolkit: An all-in-one python library to help researchers and practitioners in implementing data science-related algorithms with less effort

Software impacts, 2022-05, Vol.12, p.100240, Article 100240

2022

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ClimateFiller: A Python framework for climate time series gap-filling and diagnosis based on artificial intelligence and multi-source reanalysis data

Software impacts, 2023-11, Vol.18, p.100575, Article 100575

2023

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Towards Smart Big Weather Data Management

Chemistry Proceedings, 2022-02, Vol.10 (1), p.54

2022

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Automatic Localization of Supraorbital and Infraorbital Foramina Region on CBCT Images

Advanced Intelligent Systems for Sustainable Development (AI2SD'2019), 2020, Vol.1103, p.48-56

2020

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Towards precision agriculture in Morocco: A machine learning approach for recommending crops and forecasting weather

2021 International Conference on Digital Age & Technological Advances for Sustainable Development (ICDATA), 2021, p.88-95

2021

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Pulmonary Nodule Classification Based on Three Convolutional Neural Networks Models

Innovative Systems for Intelligent Health Informatics, p.122-128

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An Agent based Modeling for the Gravity Irrigation Management

Procedia environmental sciences, 2013, Vol.19, p.804-813

2013

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Early Estimation of Daily Reference Evapotranspiration Using Machine Learning Techniques for Efficient Management of Irrigation Water

Optimizing the Sowing Date to Improve Water Management and Wheat Yield in a Large Irrigation Scheme, through a Remote Sensing and an Evolution Strategy-Based Approach

Smart Weather Data Management Based on Artificial Intelligence and Big Data Analytics for Precision Agriculture

System Dynamics Approach for Water Resources Management: A Case Study from the Souss-Massa Basin

Are raw satellite bands and machine learning all you need to retrieve actual evapotranspiration?

Advancements in weather forecasting for precision agriculture: From statistical modeling to transformer-based architectures

Advanced learning models for estimating the spatio-temporal variability of reference evapotranspiration using in-situ and ERA5-Land reanalysis data

Modeling long term response of environmental flow attributes to future climate change in a North African watershed (Bouregreg watershed, Morocco)

Data Science Toolkit: An all-in-one python library to help researchers and practitioners in implementing data science-related algorithms with less effort

ClimateFiller: A Python framework for climate time series gap-filling and diagnosis based on artificial intelligence and multi-source reanalysis data

Towards Smart Big Weather Data Management

Automatic Localization of Supraorbital and Infraorbital Foramina Region on CBCT Images

Towards precision agriculture in Morocco: A machine learning approach for recommending crops and forecasting weather

Pulmonary Nodule Classification Based on Three Convolutional Neural Networks Models

An Agent based Modeling for the Gravity Irrigation Management

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