Using Data-Driven Feature Engineering Algorithms to Determine the Most Critical Factors Contributing to the Urban Heat Island Effect Associated with Global Warming DOI
Ghiwa Assaf, Rayan H. Assaad

Computing in Civil Engineering, Год журнала: 2024, Номер unknown, С. 1055 - 1062

Опубликована: Янв. 25, 2024

Urban clusters are areas with high building and infrastructure concentration limited green natural landscapes. Since buildings, bridges, roads, other absorb heat from the sun re-emit it to atmosphere, urban becoming "islands" that have higher temperature compared rural surrounding areas. This phenomenon is known as island (UHI) effect, which associated global warming generated increased human activities. While previous studies examined potential factors could affect heat-related challenges, little-to-no research prioritized these using a data-driven approach. To address this knowledge gap, paper determined most critical contribute UHIs feature selection- machine learning-based methods. First, dataset was collected developed for all census tracts in state of New Jersey relation 14 impact UHI effect. These considered independent variables, while average day intensity each tract dependent variable. Second, engineering algorithms were implemented extract or identify prominent factors. Third, ranked prioritized. The results prioritization ranking different based on multiple so robust conclusions be obtained. study serves useful reference decision-makers involved addressing challenges resulting by offering better understanding important need controlled managed.

Язык: Английский

A systematic review of studies involving canopy layer urban heat island: Monitoring and associated factors DOI Creative Commons
Yuanzheng Li,

Tengbo Yang,

Guosong Zhao

и другие.

Ecological Indicators, Год журнала: 2023, Номер 158, С. 111424 - 111424

Опубликована: Дек. 16, 2023

The urban thermal environment is closely related to the well-being of many city dwellers. Rich achievements have been obtained for canopy layer heat island (CLUHI) studies. Nevertheless, monitoring and associated factors CLUHI not systematically timely reviewed. Therefore, this paper aimed solve issue some extent by reviewing fruitful research progress from above-mentioned two aspects. main findings were as follows. (1) Eight methods adopted obtain near-surface temperature data research, including four observation, numerical modeling, remote sensing assimilation methods. (2) Air was usually used rather than apparent indices. Obvious differences existed between them, especially under humid hot or cold windy conditions. (3) intensity generally defined in suburban rural stations regions population, land cover/land use, etc, derived using regression analysis impervious surface percentage. (4) diurnal, monthly, seasonal interannual variation has analyzed various global regions. (5) Six types analyzed, meteorological conditions, air pollution, socioeconomic factors, underlying condition, inland coastal type landform combined effects factors. (6) Five potential directions proposed, improvement acquisition, sharing considering indices, focus on rarely studied regions, cities scales, improving calculation intensity, attention more driving force This review can provide references future construction climate-resilient, livable, low-carbon cities.

Язык: Английский

Процитировано

14

Effects of Tree Species and Layout on the Outdoor Thermal Environment of Squares in Hot-Humid Areas of China DOI Creative Commons
Jiahao Yang, Yang Zhao, Yukai Zou

и другие.

Buildings, Год журнала: 2022, Номер 12(11), С. 1867 - 1867

Опубликована: Ноя. 3, 2022

Planting trees is an effective way to regulate the outdoor thermal environment and combat urban heat islands (UHIs). Tree species layout can have a considerable effect on, for example, shading wind fields, finally distribution of occupant sensations in spaces. We studied influence common tree layouts on under typical summer winter weather conditions hot–humid areas China. Each arbor model was established by physical parameters obtained from field measurements. Physiological equivalent temperature (PET) used evaluate performance environment. The ENVI-met software validated with measurements then assess conditions. results showed following: (1) Without considering species, difference maximum PET values different planting distances 1.14 2.13 °C, respectively. (2) arbors methods inactive spaces had little surrounding active space. (3) Arbors high leaf area density (LAD) performed better regulating comfort than low LAD values. differences were 0.98 1.37 This study provides practical suggestions square

Язык: Английский

Процитировано

22

Meta-pragmatic investigation of passive strategies from ‘UHI– climatology’ nexus perspective with digital twin as assessment mechanism DOI Creative Commons
Mohamed Mahgoub, Reshna Raveendran

Journal of Urban Management, Год журнала: 2024, Номер 13(3), С. 332 - 356

Опубликована: Март 27, 2024

A global phenomenon identified 200 years ago as Urban Heat Island (UHI) effect gained popularity the sheer contributor to precipitous temperature gradient between rural and urban interface, instigating excess heat gain associated ill effects on dwellers. UHI is a function of many interrelated geographical, ecological, economic parameters that require differential treatment in determining antecedent impacts. This transdisciplinary review assessed passive strategies (vegetation, cool roofs, pavements, green roofs) from 83 studies employed numerical simulation approach combat UHI. On average, vegetation cool/green roofs can reduce ambient by 3–5 ​°C, while pavements help surface 5 ​°C. All also reveal it buildings' energy demand 4–10%. However, current methodological framework for evaluating quite fragmented, using multiple software estimates only Surface (SUHI), ignoring Canopy (CUHI), Boundary (BUHI), nexus 'UHI-Climatology,' which linked regional climate change, failing model its complex connection change accurately. The found efficacy factors ranging location, cloud cover, soil type accuracy; hence, these alleviate outdoor one place, they cause counterproductive impacts another region. Therefore, postlude, paper explores an alternative UHI-Climatology digital twin technology, thus espousing better mitigation strategies.

Язык: Английский

Процитировано

5

CFD with LIDAR applied to buildings and vegetation for environmental construction DOI Creative Commons

Luz Pardo-del Viejo,

Santiago Fernández-Rodríguez

Automation in Construction, Год журнала: 2024, Номер 167, С. 105710 - 105710

Опубликована: Авг. 22, 2024

Язык: Английский

Процитировано

4

Pursuing Urban Sustainability in Dynamic Balance Based on the DPSIR Framework: Evidence from Six Chinese Cities DOI Creative Commons
Xueying Yang,

Zhongqi Yang,

Lili Quan

и другие.

Land, Год журнала: 2024, Номер 13(8), С. 1334 - 1334

Опубликована: Авг. 22, 2024

Amidst the mounting global challenges associated with climate change and resource depletion, achieving sustainable development is paramount. Focusing on cities as vital scenarios for pursuing sustainability, this research measured urban sustainability identified its obstacles. Employing DPSIR (Driver–Pressure–State–Impact–Response) framework, we establish a metric system 25 indicators to assess of six innovation zones in China identify their developmental impediments an obstacle model. The core findings study are follows: First, over five-year period, all demonstrated consistent increase levels except Shenzhen, which experienced decline from top position among these due decrease score 0.44296 0.36942 2017. Second, there was progress five cities, exception 2016 2020. Third, inadequate government response emerges primary across marked by shortcomings public expenditure, R&D investment, healthcare. Every year, more than 60% degrees terms response, Shenzhen 2016. pursuit model developed bridges theory practical interventions, promoting adaptive governance. In addition, provides scholars policymakers comprehensive approach gauging recognizing obstacles, designing strategies future.

Язык: Английский

Процитировано

4

Analyzing the Cooling Effect, Thermal comfort, and Energy Consumption of Integrated Arrangement of High-Rise Buildings and Green Spaces on Urban Heat Island DOI

Juui Kim,

Seungkeun Yeom,

Taehoon Hong

и другие.

Sustainable Cities and Society, Год журнала: 2024, Номер unknown, С. 106105 - 106105

Опубликована: Дек. 1, 2024

Язык: Английский

Процитировано

4

On urban microclimate spatial-temporal dynamics: Evidence from the integration of fixed and wearable sensing and mapping techniques DOI
Roberta Jacoby Cureau, Carla Balocco, Ilaria Pigliautile

и другие.

Environmental Research, Год журнала: 2024, Номер 262, С. 119795 - 119795

Опубликована: Авг. 13, 2024

Язык: Английский

Процитировано

3

Quantifying the Effects of Climate Change on the Urban Heat Island Intensity in Luxembourg—Sustainable Adaptation and Mitigation Strategies Through Urban Design DOI Creative Commons
Jürgen Junk, Céline Lett, Ivonne Trebs

и другие.

Atmosphere, Год журнала: 2025, Номер 16(4), С. 462 - 462

Опубликована: Апрель 16, 2025

Rapid urbanization and climate change intensify the urban heat island effect. This study quantifies UHI impact in Luxembourg’s Pro-Sud region explores sustainable mitigation strategies. In situ mobile measurements, EURO-CORDEX regional projections (RCP4.5), FITNAH-3D model were used considering also future building developments. The results reveal a significant effect, with substantial temperature thermal stress level differences between rural areas. Regional indicate marked intensification under scenarios. simulations show increased levels, especially densely built areas, highlight green infrastructure’s importance mitigating effects. Recommendations for spatial unit-specific measures specifically vegetation, unsealing, optimized design planning are provided. Our research emphasizes urgent need tailored planning, adaptation, strategies to enhance resilience address stress.

Язык: Английский

Процитировано

0

Assessing equity in heat mitigation ecosystem services of urban green space in Singapore DOI
Ronghua Xu, Perrine Hamel, Apiradee Lim

и другие.

Ecosystem Services, Год журнала: 2025, Номер 73, С. 101727 - 101727

Опубликована: Апрель 27, 2025

Язык: Английский

Процитировано

0

On the performance of human thermal stress models in the outdoors against observations DOI Creative Commons
Roberta Jacoby Cureau, Ilaria Pigliautile, Ioannis Kousis

и другие.

Energy and Buildings, Год журнала: 2025, Номер unknown, С. 115837 - 115837

Опубликована: Май 1, 2025

Язык: Английский

Процитировано

0