Khairi Sioud
Research Subjects
Khairi Sioud has a total of 10 co-authors. Here are the top co-authors by number of shared publications:
- Abdelkader Mojtabi
Institut de Mécanique Des Fluides de Toulouse, UMR CNRS INPT/UPS N 5502, Université de Toulouse, Toulouse, France
2 shared publications - Aiman Mazhar Qureshi
Laboratory of Innovative Technologies, University of Picardie Jules Verne, 80000 Amiens, France
2 shared publications - Marie-Catherine Charrier-Mojtabi
Institut de Mécanique Des Fluides de Toulouse, UMR CNRS INPT/UPS N 5502, Université de Toulouse, Toulouse, France
2 shared publications - Olivier Debono
Capgemini Engineering—Technology & Engineering Center, 4 Avenue Didier Daurat, 31700 Blagnac, France
2 shared publications - Alain Bergeon
Institut de Mécanique des Fluides de Toulouse (IMFT), Université de Toulouse, CNRS, 31400 Toulouse, France
1 shared publication - Alain Bergeon
Institut de Mécanique Des Fluides de Toulouse, UMR CNRS INPT/UPS N 5502, Université de Toulouse, Toulouse, France
1 shared publication
Latest Publications
- Open Access
- 16 December 2025
- Published by MDPI AG in Urban Science
- Vol. 9 (12) , 541
Spatiotemporal Assessment of Urban Heat Vulnerability and Linkage Between Pollution and Heat Islands: A Case Study of Toulouse, France
Urban heat vulnerability is an increasing public health concern, particularly in rapidly urbanizing regions of southern France. This study aims to quantify and map the Heat Vulnerability Index (HVI) for Toulouse and to analyze its temporal trends to identify high-risk zones and influencing factors. The assessment integrates recent years’ remote sensing data of pollutant emissions, land use/land cover and land surface temperature, statistical data of climate-related mortalities, and socioeconomic and demographic factors. Following a detailed analysis of recent real-time air quality and weather data from multiple monitoring stations across the city of Toulouse, it was observed that Urban Pollution Island (UPI) and Urban Heat Island (UHI) are closely interlinked phenomena. Their combined effects can significantly elevate the annual mortality risk rate by an average of 2%, as calculated using AirQ+ particularly, in densely populated urban areas. Remote sensing data was processed using Google Earth Engine and all factors were grouped into three key categories: heat exposure, heat sensitivity, and adaptive capacity to derive HVI. Temporal HVI maps were generated and analyzed to identify recent trends, revealing a persistent increase in vulnerability across the city. Comparative results show that 2022 was the most critical summer period, especially evident in areas with limited vegetation and extensive use of heat-absorptive materials in buildings and pavements. The year 2024 indicates resiliency and adaptation although some areas remain highly vulnerable. These findings highlight the urgent need for targeted mitigation strategies to improve public health, enhance urban resilience, and promote overall human well-being. This research provides valuable insights for urban planners and municipal authorities in designing greener, more heat-resilient environments.
- 16 December 2025
- Published by MDPI AG in Urban Science
- Vol. 9 (12) , 541
Open AccessSpatiotemporal Assessment of Urban Heat Vulnerability and Linkage Between Pollution and Heat Islands: A Case Study of Toulouse, France
Urban heat vulnerability is an increasing public health concern, particularly in rapidly urbanizing regions of southern France. This study aims to quantify and map the Heat Vulnerability Index (HVI) for Toulouse and to analyze its temporal trends to identify high-risk zones and influencing factors. The assessment integrates recent years’ remote sensing data of pollutant emissions, land use/land cover and land surface temperature, statistical data of climate-related mortalities, and socioeconomic and demographic factors. Following a detailed analysis of recent real-time air quality and weather data from multiple monitoring stations across the city of Toulouse, it was observed that Urban Pollution Island (UPI) and Urban Heat Island (UHI) are closely interlinked phenomena. Their combined effects can significantly elevate the annual mortality risk rate by an average of 2%, as calculated using AirQ+ particularly, in densely populated urban areas. Remote sensing data was processed using Google Earth Engine and all factors were grouped into three key categories: heat exposure, heat sensitivity, and adaptive capacity to derive HVI. Temporal HVI maps were generated and analyzed to identify recent trends, revealing a persistent increase in vulnerability across the city. Comparative results show that 2022 was the most critical summer period, especially evident in areas with limited vegetation and extensive use of heat-absorptive materials in buildings and pavements. The year 2024 indicates resiliency and adaptation although some areas remain highly vulnerable. These findings highlight the urgent need for targeted mitigation strategies to improve public health, enhance urban resilience, and promote overall human well-being. This research provides valuable insights for urban planners and municipal authorities in designing greener, more heat-resilient environments.
- Open Access
- 26 November 2025
- Published by MDPI AG in Proceedings
- Vol. 131 (1) , 54
Assessing Heat Vulnerability in Toulouse: A Spatiotemporal Approach Using Google Earth Engine
Urban heat vulnerability is a growing concern for public health, particularly in rapidly urbanizing regions
- 26 November 2025
- Published by MDPI AG in Proceedings
- Vol. 131 (1) , 54
Open AccessAssessing Heat Vulnerability in Toulouse: A Spatiotemporal Approach Using Google Earth Engine
Urban heat vulnerability is a growing concern for public health, particularly in rapidly urbanizing regions
- Open Access
- 5 August 2025
- Published by Springer Nature in The European Physical Journal E
- Vol. 48 (8-9) , 1-8
Mixed convection in thermo-gravitational column: a continuous species separation
So far, species separation has been achieved in closed vertical thermogravitational columns (TGC). To obtain continuous separation, the initially homogeneous binary solution with a positive thermodiffusion coefficient was introduced at a constant volumetric flow rate through one of the two vertical slots of the TGC and retrieved through the opposite slot. This process required the horizontal dimension separating the two slots to be sufficiently large for the mass regime at the exit slot to reach the steady state associated with a vertical stratification of the mass fraction. Analytical resolution and numerical simulations were developed and showed good agreement between theoretical and numerical results.
- 5 August 2025
- Published by Springer Nature in The European Physical Journal E
- Vol. 48 (8-9) , 1-8
Open AccessMixed convection in thermo-gravitational column: a continuous species separation
So far, species separation has been achieved in closed vertical thermogravitational columns (TGC). To obtain continuous separation, the initially homogeneous binary solution with a positive thermodiffusion coefficient was introduced at a constant volumetric flow rate through one of the two vertical slots of the TGC and retrieved through the opposite slot. This process required the horizontal dimension separating the two slots to be sufficiently large for the mass regime at the exit slot to reach the steady state associated with a vertical stratification of the mass fraction. Analytical resolution and numerical simulations were developed and showed good agreement between theoretical and numerical results.
- Open Access
Numerical and Analytical Studies of Soret-Driven Convection Flow Inside an Annular Horizontal Porous Cavity
This paper studies the species separation of a binary fluid in a porous cavity between two horizontal concentric cylinders, submitted to a temperature gradient. The thickness of the cavity is , where and are the internal and external radius, respectively. The numerous previous experiments performed in thermogravitational vertical columns (TGCs) showed that in order to obtain a significant separation, the thickness of the cell must be very small, compared with its height. Therefore, in our configuration, we considered . The solution is assumed to be axisymmetric. Under the assumptions of parallel flow and forgotten effect, an analytical solution is obtained using Maple software, and the results are compared with those found numerically using Comsol Multiphysics. In natural convection, our results are in very good agreement with those evaluated with a regular perturbation method in powers of the dimensionless gap width of order 15, and with the Galerkin method. The species separation calculated for our configuration is very close to the one obtained in a TGC column of height: One of the main interests of the analytical solution presented here is that it can be used as a basic solution for a stability study analysis.Open AccessNumerical and Analytical Studies of Soret-Driven Convection Flow Inside an Annular Horizontal Porous Cavity
This paper studies the species separation of a binary fluid in a porous cavity between two horizontal concentric cylinders, submitted to a temperature gradient. The thickness of the cavity is , where and are the internal and external radius, respectively. The numerous previous experiments performed in thermogravitational vertical columns (TGCs) showed that in order to obtain a significant separation, the thickness of the cell must be very small, compared with its height. Therefore, in our configuration, we considered . The solution is assumed to be axisymmetric. Under the assumptions of parallel flow and forgotten effect, an analytical solution is obtained using Maple software, and the results are compared with those found numerically using Comsol Multiphysics. In natural convection, our results are in very good agreement with those evaluated with a regular perturbation method in powers of the dimensionless gap width of order 15, and with the Galerkin method. The species separation calculated for our configuration is very close to the one obtained in a TGC column of height: One of the main interests of the analytical solution presented here is that it can be used as a basic solution for a stability study analysis.