Publications
Displaying of publications. Sorted by year, then title.
Predicting the geographical distribution of drug use disorder in Sweden from the geographical variation in social deprivation, genetic risk and urbanization
Kenneth S. Kendler, Pengxiang Zhao, Ali Mansourian, Henrik Ohlsson, Jan Sundquist, et al.
(2026) Molecular Psychiatry
ArticleIdentifying phase-specific environmental drivers of drought-induced vegetation dynamics via spectral Proxies
Nuwanthi Arampola, Rachid Oucheikh, Belinda Medlyn, Samuel Hislop, Brendan Choat, et al.
(2026) Environmental Modelling and Software, 199
ArticleAssessing dust storm risks in water-scarce regions : a machine learning approach
Amir Naghibi, Hossein Hashemi, Seyed Mohsen Mousavi, Pengxiang Zhao, Ali Mansourian
(2026) Water Scarcity Management: Towards the Application of Artificial Intelligence and Earth Observation Data , p.13-24
Book chapterImpacts of the 2019–2020 Black Summer Drought on Eastern Australian Forests
Nuwanthi Arampola, Belinda Medlyn, Samuel Hislop, Brendan Choat, Stefan Olin, et al.
(2025) Remote Sensing, 17
ArticleUnraveling the link between agricultural patterns and dust storm occurrence in Mesopotamia
Hossein Hashemi, Abdulhakim M. Abdi, Amir Naghibi, Pengxiang Zhao, Sara Brogaard, et al.
(2025) Environmental Research Letters, 20
ArticleExploring the spatial heterogeneity of bark beetle infestation risk factors with geographically weighted regression and random forest
Pengxiang Zhao, Per Ola Olsson, Albert Øhrman Wellendorf, Mitro Müller, Ali Mansourian
(2025) Scandinavian Journal of Forest Research, 40 p.188-204
ArticleMultilevel small-area childhood stunting risk estimation: Insights from spatial ensemble learning, agro-ecological and environmentally remotely sensed indicators
Gilbert Nduwayezu, Pengxiang Zhao, Petter Pilesjö, Jean Pierre Bizimana, Ali Mansourian
(2025) Environmental and Sustainability Indicators, 27
ArticleUnderstanding drought related tree responses using deep learning approaches and satellite based proxy
Rachid Oucheikh, Nuwanthi Arampola, Pengxiang Zhao, Ali Mansourian
(2025) Science of Remote Sensing, 12
ArticleFrom Cropland to Dust Source : Land Use Dynamics and Water Management in the Tigris-Euphrates River Basin
Hossein Hashemi, Abdulhakim M Abdi, Amir Naghibi, Pengxiang Zhao, Sara Brogaard, et al.
(2025)
AbstractIntegrating shared e-scooters as the feeder to public transit : A comparative analysis of 124 European cities
Aoyong Li, Kun Gao, Pengxiang Zhao, Kay W. Axhausen
(2024) Transportation Research Part C: Emerging Technologies, 160
ArticleThe geographical distribution of the family-genetic risk score for drug use disorder in Sweden and its co-localization with areas of social deprivation
Kenneth S Kendler, Ali Mansourian, Pengxiang Zhao, Henrik Ohlsson, Kathleen Stewart, et al.
(2024) Psychological Medicine, 54 p.4419-4428
ArticleCombining Sentinel-2 Data and Risk Maps to Detect Trees Predisposed to and Attacked by European Spruce Bark Beetle : Remote Sensing
Per-Ola Olsson, Pengxiang Zhao, Mitro Müller, Ali Mansourian, Jonas Ardö
(2024) Remote Sensing, 16
ArticleA Multi-Objective Optimization Approach for Solar Farm Site Selection: Case Study in Maputo, Mozambique
Tome Eduardo Sicuaio, Pengxiang Zhao, Petter Pilesjö, Andrey Shindyapin, Ali Mansourian
(2024) Sustainability, 16
ArticleSpatial Machine Learning for Exploring the Variability in Low Height-For-Age From Socioeconomic, Agroecological, and Climate Features in the Northern Province of Rwanda
Gilbert Nduwayezu, Clarisse Kagoyire, Pengxiang Zhao, Lina Eklund, Petter Pilesjö, et al.
(2024) GeoHealth, 8
ArticleImpact of transit catchment size on the integration of shared e-scooters in the public transport system
Pengxiang Zhao, Aoyong Li, Ali Mansourian
(2024) AGILE GIScience Series , 56
Paper in conference proceedingHow do taxi drivers expose to fine particulate matter (PM2.5) in a Chinese megacity : a rapid assessment incorporating with satellite-derived information and urban mobility data
Shuangming Zhao, Yuchen Fan, Pengxiang Zhao, Ali Mansourian, Hung Chak Ho
(2024) International Journal of Health Geographics, 23
ArticleSustainable and Resilient Land Use Planning : A Multi-Objective Optimization Approach
Tomé Sicuaio, Pengxiang Zhao, Petter Pilesjo, Andrey Shindyapin, Ali Mansourian
(2024) ISPRS International Journal of Geo-Information, 13
ArticleTowards healthcare access equality : Understanding spatial accessibility to healthcare services for wheelchair users
Kun Chen, Pengxiang Zhao, Kun Qin, Mei Po Kwan, Niman Wang
(2024) Computers, Environment and Urban Systems, 108
ArticleSpatiotemporal variability of dust storm source susceptibility during wet and dry periods: The Tigris-Euphrates River Basin
Seyed Amir Naghibi, Hossein Hashemi, Pengxiang Zhao, Sara Brogaard, Lina Eklund, et al.
(2024) Atmospheric Pollution Research, 15
ArticleSpatiotemporal heterogeneity of the shared e-scooter–public transport relationships in Stockholm and Helsinki
Zijian Guo, Jian Liu, Pengxiang Zhao, Aoyong Li, Xintao Liu
(2023) Transportation Research Part D: Transport and Environment, 122
ArticleModeling the choice of shared micro-mobility services using XGBoost machine learning
Qilin Ren, Pengxiang Zhao, A Mansourian
(2023) AGILE GIScience Ser, 4
Book chapterUnderstanding the spatial non-stationarity in the relationships between malaria incidence and environmental risk factors using Geographically Weighted Random Forest : A case study in Rwanda
Gilbert Nduwayezu, Pengxiang Zhao, Clarisse Kagoyire, Lina Eklund, Jean Pierre Bizimana, et al.
(2023) Geospatial health, 18
ArticleExploring the structural characteristics of intra-urban shared freight network and their associations with socioeconomic status
Zijian Guo, Pengxiang Zhao, Ahmad M. Senousi, Xintao Liu, Ali Mansourian
(2023) Travel Behaviour and Society, 32
ArticleInvestigation of Spatiotemporal Variation of Dust Storm Susceptibility in Iraq and Syria Using Remote Sensing and Artificial Intelligence
Seyed Amir Naghibi, Hossein Hashemi, Pengxiang Zhao, Sara Brogaard, Lina Eklund, et al.
(2023) , p.NH34A-04
Paper, not in proceedingA machine learning based approach for predicting usage efficiency of shared e-scooters using vehicle availability data
Pengxiang Zhao, Aoyong Li, A Mansourian
(2022) AGILE: GIScience Series, 3, 20, 2022, 3
Paper in conference proceedingA Vector Field Approach to Estimating Environmental Exposure Using Human Activity Data
Zijian Guo, Xintao Liu, Pengxiang Zhao
(2022) ISPRS International Journal of Geo-Information, 11
ArticleComprehensive comparison of e-scooter sharing mobility : Evidence from 30 European cities
Aoyong Li, Pengxiang Zhao, Xintao Liu, Ali Mansourian, Kay W. Axhausen, et al.
(2022) Transportation Research Part D: Transport and Environment, 105
ArticleA GIS-Based Landslide Susceptibility Mapping and Variable Importance Analysis Using Artificial Intelligent Training-Based Methods
Pengxiang Zhao, Zohreh Masoumi, Maryam Kalantari, Mahtab Aflaki, Ali Mansourian
(2022) Remote Sensing, 14
ArticleMapping microscale PM2.5 distribution on walkable roads in a high-density city
Chengzhuo Tong, Zhicheng Shi, Wenzhong Shi, Pengxiang Zhao, Anshu Zhang
(2021) IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14 p.6855 - 6870
ArticleHigh-resolution assessment of environmental benefits of dockless bike-sharing systems based on transaction data
Aoyong Li, Kun Gao, Pengxiang Zhao, Xiaobo Qu, Kay W. Axhausen
(2021) Journal of Cleaner Production, 296
ArticleImpact of data processing on deriving micro-mobility patterns from vehicle availability data
Pengxiang Zhao, He Haitao, Aoyong Li, Ali Mansourian
(2021) Transportation Research Part D: Transport and Environment, 97
ArticleHow did micro-mobility change in response to COVID-19 pandemic? : A case study based on spatial-temporal-semantic analytics
Aoyong Li, Pengxiang Zhao, He Haitao, Ali Mansourian, Kay W. Axhausen
(2021) Computers, Environment and Urban Systems, 90
ArticleAnalysis of urban agglomeration structure through spatial network and mobile phone data
Xintao Liu, Jianwei Huang, Jianhui Lai, Junwei Zhang, Ahmad M. Senousi, et al.
(2021) Transactions in GIS, 25 p.1949-1969
ArticleShowcase of Existing Active Teaching Practices
A Mansourian, Pengxiang Zhao, Carsten Kessler, Nathalie Küppers, Glenn Vancauwenberghe, et al.
(2021)
ReportMethodology on active teaching and learning on Open SDI
Nathalie Küppers, John S. Althoff, Frederika Welle Donker, Bastiaan van Loenen, Glenn Vancauwenberghe, et al.
(2021)
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