15-minute cities, wellbeing,green space accessibility, GeoAI, machine learning, spatial statistics

Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932 and Wang, Jia ORCID: https://orcid.org/0000-0003-4379-9724 (2025) Does 15-Minute Green space accessibility affect mental health in UK cities? In: RGS-IBG Annual International Conference 2025: "Geographies of creativity/creative geographies", 26th - 29th August, 2025, University of Birmingham.

Electric vehicle, hydrogen, microgrid, transportation, electricity market

Yan, Dongxiang, Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932, Kang, Liujiang, Sun, Huijun, Soder, Lennart, Ge, Ying-En and Xu, Qianwen (2025) Distributed operation of Hydrogen integrated microgrids and transportation system considering energy sharing and ancillary service market. IEEE Transactions on Transportation Electrification. ISSN 2577-4212 (Print), 2332-7782 (Online) (doi:10.1109/TTE.2025.3606786)

GIS, energy demand, energy geography, energy poverty, geographically weighted regression, spatial analysis

Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932 and Bouman, Thijs ORCID: https://orcid.org/0000-0001-7940-892X (2024) Exploring energy geography: data insights on household consumption. Data in Brief, 53:110191. ISSN 2352-3409 (Online) (doi:10.1016/j.dib.2024.110191)

Gini, environmental justice, nuts regions, Europe, EU, spatial inequality, environmental inequality

Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932 and Muñoz Unceta, Pablo ORCID: https://orcid.org/0000-0003-1670-2691 (2023) Escalating environmental inequalities in smaller European regions: a data mining. Data in Brief, 51:109792. ISSN 2352-3409 (Online) (doi:10.1016/j.dib.2023.109792)

Small park, microclimate, urban morphology, urban design, landscape architecture

Wu, Yehan, Patuano, Agnès, Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932, Lenzholzer, Sanda, Acred, Andy and Narvaez Zertuche, Laura (2024) How small green spaces cool urban neighbourhoods: optimising distribution, size and shape. Landscape and Urban Planning, 253:105224. ISSN 0169-2046 (Print), 1872-6062 (Online) (doi:10.1016/j.landurbplan.2024.105224)

airport, airport region, betweenness centrality, land use, Europe

Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932 and van Timmeren, Arjan (2020) Airport location in European airport regions: five typologies based on the regional road network and land use data. Data in Brief, 29:105317. ISSN Elsevier (Online) (doi:10.1016/j.dib.2020.105317)

chronic obstructive pulmonary disease, spatial correlation, predictive modelling, forest-based classification and regression model, geographic information systems, remote sensing data, United States

Mohammadi, Alireza, Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932, Shamsoddini, Ali, Pishgar, Elahe and Bergquist, Robert (2025) Land surface temperature predicts mortality due to chronic obstructive pulmonary disease: a study based on climate variables and impact machine learning. Geospatial Health, 20 (1):1319. ISSN 1827-1987 (Print), 1970-7096 (Online) (doi:10.4081/gh.2025.1319)

climate-sensitive urban morphology, hexagonal spatial analytics, urban form, heat mitigation, urban heat

Aghazadeh, Firouz, Ondrejicka, Vladimir, Rahimi, Akbar, Feizizadeh, Bakhtiar, Sharif, Ayyoob, Husar, Milan, Moshiri, Sajjad, Finka, Maros, Rostamzadeh, Hashem, Teimouri, Iraj and Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932 (2026) A novel integrated spatiotemporal association and statistical framework revealing urban cooling mechanisms across morphological and climatic contexts. Sustainable Cities and Society (SCS), 143:107328. ISSN 2210-6707 (Print), 2210-6715 (Online) (doi:10.1016/j.scs.2026.107328)

cohesion policy, EU image, European structural and investment funds

Dąbrowski, Marcin ORCID: https://orcid.org/0000-0001-6775-0664, Stead, Dominic ORCID: https://orcid.org/0000-0002-8198-785X and Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932 (2019) EU cohesion policy can't buy me love? Exploring the regional determinants of EU image. Regional Science Policy and Practice, 11 (4). pp. 695-712. ISSN 1757-7802 (Online) (doi:10.1111/rsp3.12237)

cooling efficiency, urban morphology, urban form, uban design, streetscapes, urban greening, Green infrastructure

Wu, Yehan, Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932 and Patuano, Agnes (2025) Effective street tree and grass designs to cool European neighbourhoods. Urban Climate, 61:102376. ISSN 2212-0955 (Online) (doi:10.1016/j.uclim.2025.102376)

drone route planning, UAV, uncrewed aircraft systems, last-mile delivery, drone vertiport

M.B., Sushma, Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932, Tan, Wendy, Kang, Liujiang and Xu, Qianwen (2025) Spatial drone path planning: a systematic review of parameters and algorithms. Journal of Transport Geography, 125:104209. ISSN 0966-6923 (Print), 1873-1236 (Online) (doi:10.1016/j.jtrangeo.2025.104209)

electric vehicle, charging infrastructure, linear integer programming, range anxiety, spatial optimization, Netherlands

Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932 and van der Blij, Nils (2021) Drivers’ range anxiety and cost of new EV chargers in Amsterdam: a scenario-based optimization approach. Annals of GIS, 27 (1). pp. 87-98. ISSN 1947-5683 (Print), 1947-5691 (Online) (doi:10.1080/19475683.2020.1848921)

electric vehicle, charging infrastructure, regional infrastructure grid load, spatial optimization

Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932 and Muñoz Unceta, Pablo ORCID: https://orcid.org/0000-0003-1670-2691 (2023) Regional allocation of EV chargers’ grid load. Annals of GIS, 29 (2). pp. 227-241. ISSN 1947-5683 (Print), 1947-5691 (Online) (doi:10.1080/19475683.2023.2166111)

electric vehicles, charging infrastructure, linear integer programming, set cover problem, walkability

Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932, van Timmeren, Arjan and van der Blij, Nils (2021) The two and half minute walk: fast charging of electric vehicles and the economic value of walkability. Environment and Planning B: Urban Analytics and City Science, 48 (4). pp. 638-654. ISSN 2399-8083 (Print), 2399-8091 (Online) (doi:10.1177/2399808319885383)

electricity grid, drone logistics, hydrogen storage, sustainable mobility, mobility as a service

Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932, Ge, Ying-En, Sun, Huijun, Xu, Qianwen and Kang, Liujiang (2025) An emission-free, energy-independent mobility system for 169 European and Chinese cities. Societal Impacts, 5:100112. ISSN 2949-6977 (Online) (doi:10.1016/j.socimp.2025.100112)

environmental inequality, spatial justice, global warming, heat stress, geographically weighted regression

Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932 and Kasraian, Dena (2024) Heatwave exposure inequality: an urban-rural comparison of environmental justice. Applied Geography, 164:103216. ISSN 0143-6228 (Print), 1873-7730 (Online) (doi:10.1016/j.apgeog.2024.103216)

grid vulnerability, energy system stakeholders, energy transition, grid congestion, prosumers, energy communities, Europe

Ebere, Chuma, Vega, Sol Maria Halleck, Leeuwen, Eveline van and Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932 (2025) Electricity grid and societal vulnerability interconnection: stakeholder implications and integrated solutions in Europe. Environmental Research Letters, 20:103007. ISSN 1748-9326 (Online) (doi:10.1088/1748-9326/ae0492)

household energy consumption, gas consumption, gas dependency, energy transition, energy structure

Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932 (2021) Who is more dependent on gas consumption? Income, gender, age, and urbanity impacts. Applied Geography, 137:102602. ISSN 0143-6228 (Print), 1873-7730 (Online) (doi:10.1016/j.apgeog.2021.102602)

household energy consumption, gender inequality, energy poverty, energy transition, spatial analysis

Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932 and Bouman, Thijs ORCID: https://orcid.org/0000-0001-7940-892X (2023) Gendered geography of energy consumption in the Netherlands. Applied Geography, 154:102936. ISSN 0143-6228 (Print), 1873-7730 (Online) (doi:10.1016/j.apgeog.2023.102936)

household energy consumption, geographically weighted regression, gas, electricity, Randstad, Netherlands

Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932 and van Timmeren, Arjan (2018) Local determinants of household gas and electricity consumption in Randstad region, Netherlands: application of geographically weighted regression. Spatial Information Research, 26 (6). pp. 607-618. ISSN 2366-3286 (Print), 2366-3294 (Online) (doi:10.1007/s41324-018-0203-1)

household energy consumption, land surface temperature, micro climate, urban morphology, vegetation, socioeconomic characteristics, Netherlands

Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932, Stead, Dominic and van Timmeren, Arjan (2020) Spatializing household energy consumption in the Netherlands: socioeconomic, urban morphology, microclimate, land surface temperature and vegetation data. Data in Brief, 29:105118. ISSN 2352-3409 (Online) (doi:10.1016/j.dib.2020.105118)

household energy consumption, semiparametric geographically, weighted regression, mixed geographically weighted regression, energy policy, Netherlands

Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932, Stead, Dominic and van Timmeren, Arjan (2020) Local and national determinants of household energy consumption in the Netherlands. GeoJournal, 85. pp. 393-406. ISSN 0343-2521 (Print), 1572-9893 (Online) (doi:10.1007/s10708-018-09967-9)

household energy expenditure, energy poverty, household energy consumption, semiparametric geographically weighted regression, Netherlands

Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932, Stead, Dominic ORCID: https://orcid.org/0000-0002-8198-785X and van Timmeren, Arjan (2019) Spatial homogeneity and heterogeneity of energy poverty: a neglected dimension. Annals of GIS, 25 (1). pp. 19-31. ISSN 1947-5683 (Print), 1947-5691 (Online) (doi:10.1080/19475683.2018.1557253)

land surface temperature, gender inequality, urban heat islands, feminisation, feminization

Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932 (2021) Feminization of surface temperature: environmental justice and gender inequality among socioeconomic groups. Urban Climate, 40:101004. ISSN 2212-0955 (doi:10.1016/j.uclim.2021.101004)

land surface temperature, income inequality, ethnic inequality, gender inequality, environmental justice, urban heat islands

Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932 (2021) Environmental justice and surface temperature: income, ethnic, gender, and age inequalities. Sustainable Cities and Society (SCS), 68:102810. ISSN 2210-6707 (Print), 2210-6715 (Online) (doi:10.1016/j.scs.2021.102810)

land surface temperature, mortality, health geography, climate change, machine learning

Mohammadi, Alireza, Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932, Shamsoddini, Ali, Pishgar, Elahe and Bergquist, Robert (2025) Land surface temperature predicts mortality due to chronic obstructive pulmonary disease: a study based on climate variables and impact machine learning. Geospatial Health, 20 (1):1319. ISSN 1827-1987 (Print), 1970-7096 (Online) (doi:10.4081/gh.2025.1319)

land surface temperature, summer surface temperature, urban heat island, environmental justice, climate justice, socioeconomic geography, climate adaptation

Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932 (2021) Summer surface temperature and socioeconomic data of Dutch residential zones, 2014. Data in Brief, 37:107255. ISSN 2352-3409 (Online) (doi:10.1016/j.dib.2021.107255)

land surface temperature, urban heat island, household energy expenditure, energy poverty, household energy consumption

Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932 (2020) Land surface temperature and energy expenditures of households in the Netherlands: winners and losers. Urban Climate, 34:100678. ISSN 2212-0955 (Online) (doi:10.1016/j.uclim.2020.100678)

mobility, parking capacity, electricity demand, GIS, Amsterdam Metropolitan Area

Muñoz Unceta, Pablo ORCID: https://orcid.org/0000-0003-1670-2691 and Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932 (2022) Mobility, electricity, and parking data for EV infrastructure in the Amsterdam Metropolitan Area. Data in Brief, 42:108270. ISSN 2352-3409 (Online) (doi:10.1016/j.dib.2022.108270)

modes of housing supply, residential fabric, typological diversity, morphological continuity, development control

Çalışkan, Olgu ORCID: https://orcid.org/0000-0003-3104-0286, Parlak Temizel, Neris ORCID: https://orcid.org/0000-0002-7763-228X, Akay, Mert and Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932 (2023) Typological diversity and morphological continuity in the modern residential fabric: the case of Ankara, Turkey. Habitat International, 142:102950. ISSN 0197-3975 (Print), 1873-5428 (Online) (doi:10.1016/j.habitatint.2023.102950)

urban climate, thermal exposure, environmental justice, urbanization, built environment

Hu, Wenhao, Hu, Yang, Ge, Yifu, He, Zhongyu, Ju, Yang, Zhai, Guofang, Lu, Yuwen and Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932 (2025) Thermal exposure across age groups: social, spatial, and temporal inequalities in Nanjing, China. Sustainable Cities and Society (SCS), 124:106282. ISSN 2210-6707 (Print), 2210-6715 (Online) (doi:10.1016/j.scs.2025.106282)

urban heat islands, environmental justice, urban morphology, European Union, urban morphology

Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932 and Unceta, Pablo Muñoz ORCID: https://orcid.org/0000-0003-1670-2691 (2024) Urban form and surface temperature inequality in 683 European cities. Sustainable Cities and Society (SCS), 113:105690. ISSN 2210-6707 (Print), 2210-6715 (Online) (doi:10.1016/j.scs.2024.105690)

urban morphology, typomorphology, urban heat islands, urban design, microclimates, local climate zone

Wu, Yehan ORCID: https://orcid.org/0000-0003-4063-7535, Mashhoodi, Bardia ORCID: https://orcid.org/0000-0002-7037-3932, Patuano, Agnès, Lenzholzer, Sanda, Narvaez Zertuche, Laura and Acred, Andy (2022) Heat-prone neighbourhood typologies of European cities with temperate climate. Sustainable Cities and Society (SCS), 87:104174. ISSN 2210-6707 (Print), 2210-6715 (Online) (doi:10.1016/j.scs.2022.104174)