Search Results - "Yaagoubi, Reda"

A comparative analysis on the use of a cellular automata Markov chain versus a convolutional LSTM model in forecasting urban growth using sentinel 2A images by Yaagoubi, Reda, Lakber, Charaf-Eddine, Miky, Yehia

“…Cities are facing many challenges related to urban growth. This phenomenon has prompted decision-makers to adopt innovative approaches for planning based on…”
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Extending the IFC Standard to Enable Road Operation and Maintenance Management through OpenBIM by Ait-Lamallam, Sara, Yaagoubi, Reda, Sebari, Imane, Doukari, Omar

“…Open Building Information Modelling (OpenBIM) is a collaborative project management process. Its application to road infrastructures is currently limited…”
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Deep Learning Approaches for Water Stress Forecasting in Arboriculture Using Time Series of Remote Sensing Images: Comparative Study between ConvLSTM and CNN-LSTM Models by Bounoua, Ismail, Saidi, Youssef, Yaagoubi, Reda, Bouziani, Mourad

“…Irrigation is crucial for crop cultivation and productivity. However, traditional methods often waste water and energy due to neglecting soil and crop…”
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Soqia: A Responsive Web Geographic Information System Solution for Dynamic Spatio-Temporal Monitoring of Soil Water Status in Arboriculture by Ennatiqi, Lahoucine, Bouziani, Mourad, Yaagoubi, Reda, Kenny, Lahcen

“…The optimization of irrigation in arboriculture holds crucial importance for effectively managing water resources in arid regions. This work introduces the…”
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Remote Sensing Crop Water Stress Determination Using CNN-ViT Architecture by Lehouel, Kawtar, Saber, Chaima, Bouziani, Mourad, Yaagoubi, Reda

“…Efficiently determining crop water stress is vital for optimising irrigation practices and enhancing agricultural productivity. In this realm, the synergy of…”
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Towards Smart Irrigation: A Literature Review on the Use of Geospatial Technologies and Machine Learning in the Management of Water Resources in Arboriculture by Ahansal, Youssef, Bouziani, Mourad, Yaagoubi, Reda, Sebari, Imane, Sebari, Karima, Kenny, Lahcen

“…Agriculture consumes an important ratio of the water reserve in irrigated areas. The improvement of irrigation is becoming essential to reduce this high water…”
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Land value assessment based on an integrated Voronoi-geographically weighted regression approach in Makkah, Saudi Arabia by Yaagoubi, Reda, Faisal, Kamil, Miky, Yehia

“…Makkah Al-Mukarramah is the holiest city of the Islamic world because of the presence of the Holy Mosque which is also known as Al-Haram. Due to lodging and…”
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IFCInfra4OM: An Ontology to Integrate Operation and Maintenance Information in Highway Information Modelling by Ait-Lamallam, Sara, Sebari, Imane, Yaagoubi, Reda, Doukari, Omar

“…Building information modelling (BIM) is increasingly appropriate for infrastructure projects, and in particular for transport infrastructure. It is a digital…”
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Development of an Integrated BIM-3D GIS Approach for 3D Cadastre in Morocco by Hajji, Rafika, Yaagoubi, Reda, Meliana, Imane, Laafou, Imane, Gholabzouri, Ahmed El

“…With rapid population growth, there is an increasing demand for vertical use of space. The wide spread of complex and high-rise buildings, as well as the…”
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Soqia-Advice: A Web-GIS Advisory Platform for Efficient Irrigation in Arboriculture by Abdelkhalek Ezzahri, Boujdi, Soukaina, Bouziani, Mourad, Yaagoubi, Reda, Kenny, Lahcen

“…The determination of water requirements for crops holds a crucial role in optimizing irrigation and enhancing agricultural productivity. However, identifying…”
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A Benchmarking Study of Irrigation Advisory Platforms by Boujdi, Soukaina, Ezzahri, Abdelkhalek, Bouziani, Mourad, Yaagoubi, Reda, Kenny, Lahcen

“…In the contemporary agricultural landscape, agriculture faces four pressing demands: competitiveness, ensuring food security for a growing population,…”
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Univariate and Multivariate LSTM Models for One Step and Multistep PV Power Forecasting by Limouni, Tariq, Yaagoubi, Reda, Bouziane, Khalid, Guissi, Khalid, Baali, El Houssain

“…The energy demand is increasing due to population growth and economic development. To satisfy this energy demand, the use of renewable energy is essential to…”
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Developing a combined Light Detecting And Ranging (LiDAR) and Building Information Modeling (BIM) approach for documentation and deformation assessment of Historical Buildings by Yaagoubi, Reda, Miky, Yehia

“…Cultural heritage plays a fundamental role in preserving the collective memory of a nation. However, it is noted that many historical buildings suffer from…”
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Very Short-Term Power Forecasting of High Concentrator Photovoltaic Power Facility by Implementing Artificial Neural Network by Alamin, Yaser I., Anaty, Mensah K., Álvarez Hervás, José Domingo, Bouziane, Khalid, Pérez García, Manuel, Yaagoubi, Reda, Castilla, María del Mar, Belkasmi, Merouan, Aggour, Mohammed

“…Concentrator photovoltaic (CPV) is used to obtain cheaper and more stable renewable energy. Methods which predict the energy production of a power system under…”
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Developing a combined Light Detecting And Ranging (LiDAR) and Building Information Modeling (BIM) approach for documentation and deformation assessment of Historical Buildings by Yaagoubi, Reda, Miky, Yehia

“…Cultural heritage plays a fundamental role in preserving the collective memory of a nation. However, it is noted that many historical buildings suffer from…”
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HybVOR: A Voronoi-Based 3D GIS Approach for Camera Surveillance Network Placement by Yaagoubi, Reda, Yarmani, Mabrouk El, Kamel, Abdullah, Khemiri, Walid

“…As a consequence of increasing safety concerns, camera surveillance has been widely adopted as a way to monitor public spaces. One of the major challenges of…”
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Using geostatistics to better understand the epidemiology of animal rabies in Morocco: what is the contribution of the predictive value? by Khayli, Mounir, Lhor, Youssef, Bengoumi, Mohammed, Zro, Khalil, El Harrak, Mehdi, Bakkouri, Abdenacer, Akrim, Mohammed, Yaagoubi, Reda, El berbri, Ikhlass, Kichou, Faouzi, Berrada, Jaouad, Bouslikhane, Mohammed

“…This study aims to characterize the spatial distribution of animal rabies in Morocco in order to provide appropriate control approaches. Descriptive analyses…”
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Dynamic Predicted Mean Vote: An IoT-BIM integrated approach for indoor thermal comfort optimization by Zahid, Hamza, Elmansoury, Oussama, Yaagoubi, Reda

“…The building sector is a major source of energy consumption mainly due to the use of Heat Ventilation and Air Conditioning (HVAC) systems, to achieve the…”
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Accurate one step and multistep forecasting of very short-term PV power using LSTM-TCN model by Limouni, Tariq, Yaagoubi, Reda, Bouziane, Khalid, Guissi, Khalid, Baali, El Houssain

“…Accurate PV power forecasting is becoming a mandatory task to integrate the PV plant into the electrical grid, scheduling and guaranteeing the safety of the…”
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MyComfort: An integration of BIM-IoT-machine learning for optimizing indoor thermal comfort based on user experience by Kanna, Khaoula, AIT Lachguer, Kaltouma, Yaagoubi, Reda

“…Indoor thermal comfort has been the subject of several studies in the last years, aiming to create a satisfying work environment for the occupants inside a…”
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