Redirigiendo al acceso original de articulo en 24 segundos...
Inicio  /  Urban Science  /  Vol: 6 Par: 4 (2022)  /  Artículo
ARTÍCULO
TITULO

Geographically Weighted Regression-Based Predictions of Water?Soil?Energy Nexus Solutions in Île-de-France

Walid Al-Shaar    
Olivier Bonin    
Bernard de Gouvello    
Patrice Chatellier and Martin Hendel    

Resumen

Due to global urbanization, urban areas are encountering many environmental, social, and economic challenges. Different solutions have been proposed and implemented, such as nature-based solutions and green and blue infrastructure. Taking into consideration exogenous factors that are associated with these solutions is a crucial question to assess their possible effects. This study examines the possible explanatory factors and their evolution until the year 2054 of several solutions in the Île-de-France region: wastewater heat-recovery, surface geothermal energy, and heat-mitigation capacities of zones. This investigation is performed by a series of statistical models, namely the ordinary least squares (OLS) and the geographically weighted regressions (GWR), integrated within a geographic information system. The main driving factors were identified as land use/land cover and population distribution. The results show that GWR models capture a large part of spatial autocorrelation. Apropos of prediction results, areas with low, medium, and high potential for implementing specific solutions are determined. Furthermore, the implementation capacities of solutions are compared with the demand depicted as the need for slowing down the effects of surface urban heat islands and the dependence on fossil energy. Moreover, the heat mitigation capacities are not at all times distinctively linked to human activities. Further investigations are needed to discover the remaining possible reasons, particularly air quality, water, vegetation, and climate change.

 Artículos similares

       
 
Beibei Zhang, Yizhi Liu, Yan Liu and Sainan Lyu    
In the current era, as modern cities increasingly face environmental disasters and inherent challenges, the creation and enhancement of resilient cities have become critical. China?s urban resilience exhibits significant imbalances and inadequacies at th... ver más
Revista: Buildings

 
Hui Zhang, Yu Cui, Yanjun Liu, Jianmin Jia, Baiying Shi and Xiaohua Yu    
Dockless bike-sharing (DBS) is a green and flexible travel mode, which has been considered as an effective way to address the first-and-last mile problem. A two-level process is developed to identify the integrated DBS?metro trips. Then, DBS trip data, m... ver más

 
Ruien Tang, Guolin Hou and Rui Du    
Catering and urban elements have a strong spatial association. The spatial clustering and dispersal patterns of catering can effectively influence cities? economic and socio-spatial reconfiguration. This research first introduced the concept of the ARTR ... ver más

 
Yulu Hao, Mengdi Li, Jianyu Wang, Xiangyu Li and Junmin Chen    
The development and functional perfection of urban areas have led to increasingly severe fire risks in recent decades. Previous urban fire risk assessment methods relied on subjective judgment, rough data collection, simple linear statistical methods, et... ver más

 
Hao Huang, Haochen Shi, Mirna Zordan, Siu Ming Lo and Jin Yeu Tsou    
Earlier studies have examined various factors that may contribute to the contagion rate of COVID-19, such as urban climatic and socioeconomic characteristics. However, there is a lack of studies at the township level detailing the spatiotemporal settings... ver más