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Machine learning for spatial disaggregation of regional transport data in the EU

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Machine learning for spatial disaggregation of regional transport data in the EU

Fernandez, Juan R · RI ITBA · 2026

Tesis Energía y Ambiente (maestría) - Instituto Tecnológico de Buenos Aires, Buenos Aires - Karlsruher Institut für Technologie, Karlsruhe, 2023 This thesis develops a machine learning framework for the spatial disag...

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Data Driven Pavement Management: Leveraging Machine Learning for Resilient and Sustainable Pavement Condition Prediction

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Data Driven Pavement Management: Leveraging Machine Learning for Resilient and Sustainable Pavement Condition Prediction

Touqeer Ali Rind et al · Wiley · 2026 · ISSN 2314-4912

Infrastructure construction and maintenance is very critical in supporting a robust and sustainable transportation system. The primary goal of transportation infrastructure is to ensure safe and efficient movement. Howev...

LCC LCC:Engineering (General). Civil engineering (General)Idioma eng

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Characterizing PM2.5 Variability and Cross-Boundary Aerosol Transport in Central Thailand Using Low-Cost Sensors and Himawari-9 Data

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Characterizing PM2.5 Variability and Cross-Boundary Aerosol Transport in Central Thailand Using Low-Cost Sensors and Himawari-9 Data

Worapan Kanchanachat et al · Springer · 2026 · ISSN 1680-8584

Abstract This study characterizes the seasonal variations and cross-boundary aerosol transport in central Thailand using a combination of low-cost PM2.5 sensors, sunphotometer observations, and Himawari-9 satellite aeros...

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Estimating the potential number of daily visitors in urban areas. Methodical evaluation of the points of interest of open data services using the example of transport mobility in Cologne

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Estimating the potential number of daily visitors in urban areas. Methodical evaluation of the points of interest of open data services using the example of transport mobility in Cologne

Georg Moog et al · oekom verlag GmbH · 2026 · ISSN 0034-0111

Accurate estimates of the potential number of daily visitors are an important parameter in the planning of transportation infrastructure, allowing the development of appropriate solutions for specific planning cases. In ...

LCC LCC:Cities. Urban geography; TENDOlVyYmFuaXphdGlvbi4gQ2l0eSBhbmQgY291bnRyeQ~~Idioma deu

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A practical checklist for where, when, and what to measure - A systematic review of ten years of laboratory research on microplastic transport in rivers and transitional zones

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A practical checklist for where, when, and what to measure - A systematic review of ten years of laboratory research on microplastic transport in rivers and transitional zones

Hadeel Al-Zawaidah et al · SpringerOpen · 2026 · ISSN 2662-4966

Abstract Microplastic pollution in freshwater is a global concern, yet field monitoring often lacks standardization, hindering data comparability and analysis. This systematic review bridges the gap between lab findings ...

LCC LCC:Environmental pollution; LCC:Polymers and polymer manufactureIdioma eng

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Accessibility of public transport for older adults in Batam city, Indonesia

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Accessibility of public transport for older adults in Batam city, Indonesia

Ery Sugito et al · Springer · 2026 · ISSN 3004-8311

Abstract The rapid growth of the ageing population in medium-sized cities presents increasing challenges for the provision of inclusive public transport systems. This study examines the accessibility and service quality ...

LCC LCC:Cities. Urban geography; TENDOlVyYmFuIGdyb3Vwcy4gVGhlIGNpdHkuIFVyYmFuIHNvY2lvbG9neQ~~Idioma eng

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Beyond Local Effects: Spatial Spillovers of Transportation Infrastructure and Deforestation in Brazil

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Beyond Local Effects: Spatial Spillovers of Transportation Infrastructure and Deforestation in Brazil

Pedro Henrique Batista de Barros · Associação Brasileira de Estudos Regionais e Urbanos (ABER) · 2026 · ISSN 2447-7990

This paper examines the relationship between transportation infrastructure and deforestation in Brazil. We combine exploratory spatial data analysis with standard econometric, spatial econometric, and machine learning us...

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Global cereal trade under relaxed geopolitical frictions: distance-prioritized reallocation and implications for transport costs and CO2 emissions

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Global cereal trade under relaxed geopolitical frictions: distance-prioritized reallocation and implications for transport costs and CO2 emissions

Jifan Ren et al · Frontiers Media S.A · 2026 · ISSN 2571-581X

IntroductionAmid rising concerns over the fragility of global cereal supply chains under geopolitical tensions, infrastructure underutilization, and decarbonization pressures, this study examines how counterfactual reall...

LCC LCC:Nutrition. Foods and food supply; TENDOkZvb2QgcHJvY2Vzc2luZyBhbmQgbWFudWZhY3R1cmU~Idioma eng

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Multi‐Scale Spatio‐Temporal Transformer Network for Intelligent Healthcare and Transportation Systems: A Generative AI Approach

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Multi‐Scale Spatio‐Temporal Transformer Network for Intelligent Healthcare and Transportation Systems: A Generative AI Approach

Huamao Jiang et al · Wiley · 2026 · ISSN 2468-2322

ABSTRACT Integrating healthcare systems with intelligent transportation networks represents a critical frontier in modern urban infrastructure, where efficient resource allocation and timely service delivery can signific...

LCC TENDOkNvbXB1dGF0aW9uYWwgbGluZ3Vpc3RpY3MuIE5hdHVyYWwgbGFuZ3VhZ2UgcHJvY2Vzc2luZw~~; LCC:Computer softwareIdioma eng

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Passenger perception of vehicle occupancy in public transport and factors that shape crowding estimations

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Passenger perception of vehicle occupancy in public transport and factors that shape crowding estimations

Tatjana Kovačević et al · Nature Portfolio · 2026 · ISSN 2045-2322

Abstract This study explores the subjective estimation of vehicle occupancy (SEVO) in public passenger transport (PPT), with a focus on demographic, situational, and environmental factors. Addressing a gap in research wi...

LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma eng

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Support for Management Decisions in Digital Transport Corridors

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Support for Management Decisions in Digital Transport Corridors

A. G. Getman et al · North-West institute of management of the Russian Presidential Academy of National Economy and Public Administration · 2026 · ISSN 1726-1139

In the context of global changes and the complexity of socio-economic systems, making management decisions is becoming an increasingly challenging process. Digital transformation, which has become a key goal for the deve...

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Thermally Modulated Specular Phonon Transport in a High‐Debye‐Temperature Diamond Nanobeam

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Thermally Modulated Specular Phonon Transport in a High‐Debye‐Temperature Diamond Nanobeam

Seohee Jang et al · Wiley · 2026 · ISSN 2198-3844

ABSTRACT While the interplay between phonon and boundary dictates thermal transport at the nanoscale, the spectral manipulation of phonon‐boundary scattering is insufficiently demonstrated yet. Here, we choose a single...

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Assessing urban growth and pollution through nightlight data: a case study in Thailand

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Assessing urban growth and pollution through nightlight data: a case study in Thailand

Chaichana Kulworatit et al · Università di Napoli Federico II · 2026 · ISSN 1970-9889

This study explores the relationship between urban development and air pollution in Thailand by analyzing remote sensing nightlight data and carbon monoxide (CO) concentrations over six years (2019-2024). Using data from...

LCC LCC:Transportation engineering; TENDOlVyYmFuaXphdGlvbi4gQ2l0eSBhbmQgY291bnRyeQ~~Idioma eng

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The impact of transport accessibility on demographic dynamics in Russian agglomerations: breakpoint analysis and zonal levels

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The impact of transport accessibility on demographic dynamics in Russian agglomerations: breakpoint analysis and zonal levels

Alexander Raysikh et al · Frontiers Media S.A · 2026 · ISSN 2624-9634

This study provides the first quantitative assessment of how transport accessibility affects population dynamics in 73 Russian urban agglomerations across the intercensal periods 1989–2021. Using OpenStreetMap data, we...

LCC LCC:Science (General); TENDOlNvY2lhbCBzY2llbmNlcyAoR2VuZXJhbCk~Idioma eng

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CITISENSE. Enhancing urban well-being through smart design, data and AI in Italy's historic centres

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CITISENSE. Enhancing urban well-being through smart design, data and AI in Italy's historic centres

Massimo Zupi et al · Università di Napoli Federico II · 2026 · ISSN 1970-9889

Italian historic centres face critical challenges balancing heritage conservation with contemporary needs, particularly in regions like Calabria where smaller settlements experience depopulation, decay, and inadequate se...

LCC LCC:Transportation engineering; TENDOlVyYmFuaXphdGlvbi4gQ2l0eSBhbmQgY291bnRyeQ~~Idioma eng

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Digital governance of the energy transition: regulatory frameworks, data infrastructures, and spatial planning

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Digital governance of the energy transition: regulatory frameworks, data infrastructures, and spatial planning

Valerio Martinelli · Università di Napoli Federico II · 2026 · ISSN 1970-9889

Starting from the relationship between urban planning and mobility management, TeMA has gradually expanded the view of the covered topics, always remaining in the groove of rigorous scientific in-depth analysis. This sec...

LCC LCC:Transportation engineering; TENDOlVyYmFuaXphdGlvbi4gQ2l0eSBhbmQgY291bnRyeQ~~Idioma eng

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The divisibility index as a theoretical tool to support public transport design

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The divisibility index as a theoretical tool to support public transport design

Valentina Gómez et al · Nature Portfolio · 2026 · ISSN 3004-8664

Abstract Along a corridor, a service may operate as a single line or be divided into segments. We investigate theoretically under which conditions a divided line is better than a single line. We identify three conditions...

LCC TENDOlRyYW5zcG9ydGF0aW9uIGFuZCBjb21tdW5pY2F0aW9ucw~~; LCC:Transportation engineering; TENDOkVudmlyb25tZW50YWwgdGVjaG5vbGIdioma eng

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A Temporally Disentangled Contrastive Diffusion Model for Spatiotemporal Imputation

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A Temporally Disentangled Contrastive Diffusion Model for Spatiotemporal Imputation

Yakun Chen et al · Wiley · 2026 · ISSN 2468-2322

ABSTRACT The analysis of spatiotemporal data is essential across many fields, such as transportation, meteorology and healthcare. Data gathered in practical applications often suffer from incompleteness due to device fai...

LCC TENDOkNvbXB1dGF0aW9uYWwgbGluZ3Vpc3RpY3MuIE5hdHVyYWwgbGFuZ3VhZ2UgcHJvY2Vzc2luZw~~; LCC:Computer softwareIdioma eng

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Enhancing urban vehicular communication and safety through HMM-OCR

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Enhancing urban vehicular communication and safety through HMM-OCR

Sumadeep Juvvalapalem et al · Nature Portfolio · 2026 · ISSN 2045-2322

Abstract Vehicular Ad Hoc Networks (VANETs) work in urban environments where the topology changes due to high mobility, limited communication and dense traffic conditions. These factors lead to increase in end-to-end del...

LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma eng

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Hydrogen horizons: Unlocking the potential for fuel cell-integrated sustainable recreation vehicles

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Hydrogen horizons: Unlocking the potential for fuel cell-integrated sustainable recreation vehicles

Rahul Rajeevkumar Urs et al · KeAi Communications Co., Ltd · 2026 · ISSN 2949-7361

Fuel Cell Recreational Vehicles (FCRVs) are emerging as a promising sustainable alternative to conventional diesel- and gasoline-powered recreational vehicles. This paper evaluates the financial and technological aspects...

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Research and implementation of power timing terminal for novel power system communication network security based on MQTT protocol

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Research and implementation of power timing terminal for novel power system communication network security based on MQTT protocol

LI Yifan et al · Harbin Jinhe Electrical Measurement & Instrumentation Magazine Publishing Co., Ltd · 2026 · ISSN 1001-1390

Due to the issues of low throughput and low time synchronization accuracy when traditional power timing terminals transmit communication data, a power timing terminal for novel power system communication network security...

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Social disadvantage and the public mobility provision: A socio-spatial GIS analysis of mobility-related exclusion risks in Cologne, Germany

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Social disadvantage and the public mobility provision: A socio-spatial GIS analysis of mobility-related exclusion risks in Cologne, Germany

Leon Franken et al · oekom verlag GmbH · 2026 · ISSN 0034-0111

For socially disadvantaged people, public mobility services are a basic prerequisite for social participation. In local politics and public transport planning, issues of mobility-related social disadvantage and the soci...

LCC LCC:Cities. Urban geography; TENDOlVyYmFuaXphdGlvbi4gQ2l0eSBhbmQgY291bnRyeQ~~Idioma deu

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Strategic Management of Low Carbon Travel in Longevity Tourism Evidence from Thailand [version 2; peer review: 2 approved]

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Strategic Management of Low Carbon Travel in Longevity Tourism Evidence from Thailand [version 2; peer review: 2 approved]

Warach Madhyamapurush · F1000 Research Ltd · 2026 · ISSN 2046-1402

The increase in longevity tourism, driven by an aging populace and wellness travel, raises environmental issues, notably carbon emissions from travel. Thailand is becoming a key destination for this type of tourism, nece...

LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma eng

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Structural optimization stability, electronic, high performance thermoelectric, and magnetic characteristics of MgFe₂O₄ spinel for high-temperature energy conversion and spintronic applications via first principles investigation

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Zahid Ullah · Springer · 2026 · ISSN 2948-1600

Abstract This work uses density functional theory (DFT) in the FP-LAPW technique implemented in WIEN2k to offer comprehensive first-principles analysis of the structural, electronic, thermoelectric, and magnetic properti...

LCC LCC:Electrical engineering. Electronics. Nuclear engineering; LCC:MathematicsIdioma eng

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