Paper Citation Record · LEDGER

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery

As of 20 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 1 inbound Pith citation observation for arXiv:2506.12456.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.12456 v2

Coverage vector

measured 44 of 44 reference resolution

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One-hop event checks from named stored sources.

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measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-08T17:08:45.203608Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-11T17:46:14.826624Z

Reference resolution

44 of 44 outbound references displayed

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External citation measurements

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Outbound references

Observation 2820dc81-32de-49d3-a1fc-8b4c231af8db · outbound

This paper cites Infrastructure investment: A review essay,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Infrastructure investment: A review essay,

Reference 1

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Observation d0b13c4a-d7da-4142-b8ee-37a3982b5962 · outbound

This paper cites How does trans- portation facilitate regional economic development? a heuristic mapping of the literature,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery How does trans- portation facilitate regional economic development? a heuristic mapping of the literature,

Reference 2

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Observation a8673d5f-98da-4584-981c-fe06e8890ac9 · outbound

This paper cites Urban transportation networks resilience: Indicators, disturbances, and assessment methods,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Urban transportation networks resilience: Indicators, disturbances, and assessment methods,

Reference 3

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Observation 407dbde7-1c0a-4e13-9dc9-41535ef97bf5 · outbound

This paper cites An improved resnet50 model for predicting pavement condition index (pci) directly from pavement images,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery An improved resnet50 model for predicting pavement condition index (pci) directly from pavement images,

Reference 4

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Observation 7809dc11-880a-40fc-bba2-6a431a8fecc1 · outbound

This paper cites Examining the relationship between transportation infrastructure, ur- banization level and rural-urban income gap in china,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Examining the relationship between transportation infrastructure, ur- banization level and rural-urban income gap in china,

Reference 5

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Observation 4a7fe062-a971-4774-bca1-e32d511a1043 · outbound

This paper cites The impact of transportation and informa- tion infrastructure on urban productivity: Evidence from 256 cities in china,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery The impact of transportation and informa- tion infrastructure on urban productivity: Evidence from 256 cities in china,

Reference 6

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Observation 9b8fa4db-b28c-46f9-827c-52829b3d0317 · outbound

This paper cites Impacts of the built environment on activity- travel behavior: Are there differences between public and private housing residents in hong kong?,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Impacts of the built environment on activity- travel behavior: Are there differences between public and private housing residents in hong kong?,

Reference 7

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Observation fe7d4661-56cc-44c7-bdcf-971c134bc314 · outbound

This paper cites Deep hybrid model with satellite imagery: How to combine demand modeling and computer vision for travel behavior analysis?,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Deep hybrid model with satellite imagery: How to combine demand modeling and computer vision for travel behavior analysis?,

Reference 8

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Observation cab8c03d-3f23-44e9-acad-e34d5bb42a94 · outbound

This paper cites Integrating Travel Behavior Forecasting and Generative Modeling for Predicting Future Urban Mobility and Spatial Transformations.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Integrating Travel Behavior Forecasting and Generative Modeling for Predicting Future Urban Mobility and Spatial Transformations

Reference 9

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Observation e1d2b646-ab8b-4e8c-85bf-9d4f0f20a3d3 · outbound

This paper cites Non-linear relationship between built environment and active travel: A hybrid model considering spatial heterogeneity,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Non-linear relationship between built environment and active travel: A hybrid model considering spatial heterogeneity,

Reference 10

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Observation cd8c5af0-739b-4e2d-a5d6-c5583cc94257 · outbound

This paper cites Land use-transport interaction modelling: A review of the literature and future research directions,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Land use-transport interaction modelling: A review of the literature and future research directions,

Reference 11

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Observation c8e46f86-b614-4d24-a61c-4ccd94a044b3 · outbound

This paper cites Travel demand modeling and the assessment of environmental impacts: A literature review,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Travel demand modeling and the assessment of environmental impacts: A literature review,

Reference 12

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Observation 66ef50f2-88ff-44de-a5a0-7b9e978a8e6d · outbound

This paper cites A comparison of static and dynamic traffic assignment under tolls: a study of the dallas-fort worth network,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery A comparison of static and dynamic traffic assignment under tolls: a study of the dallas-fort worth network,

Reference 13

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Observation 3423bead-cf76-40f5-8fba-b38eba760929 · outbound

This paper cites The multi-temporal urban development spacenet dataset,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery The multi-temporal urban development spacenet dataset,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:56:22.502838Z

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Observation e97b0a7c-034f-49ad-999b-d3a8303c88a0 · outbound

This paper cites Rochester’s inner loop freeway-to-boulevard project: A case study,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Rochester’s inner loop freeway-to-boulevard project: A case study,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:56:22.491896Z

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Observation 65bd1791-8090-4534-b3dd-4fe9d5745eef · outbound

This paper cites Metropolitan transportation planning: Lessons from the past, institutions for the future,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Metropolitan transportation planning: Lessons from the past, institutions for the future,

Reference 16

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Observation 537cc7e6-4a54-42a1-be66-0eeec7fbc675 · outbound

This paper cites A review of public transport economics,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery A review of public transport economics,

Reference 17

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Observation 3f0dfd28-5933-457d-bb27-d1cde3da3922 · outbound

This paper cites The shortcomings of the conven- tional four step travel demand forecasting process,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery The shortcomings of the conven- tional four step travel demand forecasting process,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:56:22.460765Z

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Observation c235cefd-2544-4542-91c4-58be2b633bd9 · outbound

This paper cites Compact city planning and development: Emerging practices and strategies for achieving the goals of sustainability,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Compact city planning and development: Emerging practices and strategies for achieving the goals of sustainability,

Reference 19

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Observation 25c50fb9-50e9-4e58-9c6f-709d438ec93a · outbound

This paper cites Sustainable transportation planning, a new academic spe- cialization in the usa,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Sustainable transportation planning, a new academic spe- cialization in the usa,

Reference 20

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Observation 81a377a8-f8d7-46d4-b0d8-d6eb4a7545e6 · outbound

This paper cites A systematic survey on big data and artificial intelligence algorithms for intelligent transportation system,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery A systematic survey on big data and artificial intelligence algorithms for intelligent transportation system,

Reference 21

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Observation ca438c30-f0b1-4a4b-b7b6-6cf21d5edb17 · outbound

This paper cites Advancing Pavement Distress Detection in Developing Countries: A Novel Deep Learning Approach with Locally-Collected Datasets.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Advancing Pavement Distress Detection in Developing Countries: A Novel Deep Learning Approach with Locally-Collected Datasets

Reference 22

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Observation 882c25a1-8e71-4444-bf08-1b5491061cf0 · outbound

This paper cites PaveCap: The First Multimodal Framework for Comprehensive Pavement Condition Assessment with Dense Captioning and PCI Estimation.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery PaveCap: The First Multimodal Framework for Comprehensive Pavement Condition Assessment with Dense Captioning and PCI Estimation

Reference 23

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Observation c31e485b-038f-4bf9-8c1a-89f29b3d6e59 · outbound

This paper cites Weather- adaptive synthetic data generation for enhanced power line inspection using stargan,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Weather- adaptive synthetic data generation for enhanced power line inspection using stargan,

Reference 24

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Observation 40909caa-c351-4e9b-beb2-9f9088ab18d5 · outbound

This paper cites Context-CrackNet: A Context-Aware Framework for Precise Segmentation of Tiny Cracks in Pavement images.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Context-CrackNet: A Context-Aware Framework for Precise Segmentation of Tiny Cracks in Pavement images

Reference 25

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Observation a728c207-bfa5-4d54-8494-7d73eb181ef2 · outbound

This paper cites Saam-reflectnet: Sign-aware attention-based multitasking framework for integrated traffic sign detection and retroreflectivity estimation,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Saam-reflectnet: Sign-aware attention-based multitasking framework for integrated traffic sign detection and retroreflectivity estimation,

Reference 26

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Observation 5052bd98-1241-4899-93e7-9126f9524e8c · outbound

This paper cites Visual Dominance and Emerging Multimodal Approaches in Distracted Driving Detection: A Review of Machine Learning Techniques.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Visual Dominance and Emerging Multimodal Approaches in Distracted Driving Detection: A Review of Machine Learning Techniques

Reference 27

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Observation cec8a47f-bea7-4941-a446-49d18ddcc070 · outbound

This paper cites Projecting global urban area growth through 2100 based on historical time series data and future shared socioeconomic pathways,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Projecting global urban area growth through 2100 based on historical time series data and future shared socioeconomic pathways,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:56:22.401741Z

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Observation f75bf4b8-d0d7-4cc6-9913-100e2ff10aa5 · outbound

This paper cites Characteristics and factors influencing the expansion of urban construction land in china,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Characteristics and factors influencing the expansion of urban construction land in china,

Reference 29

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Observation 5329199b-58ae-4ab1-b0f8-ce3cf9008e5b · outbound

This paper cites Highway to inequity: the disparate impact of the interstate highway system on poor and minority communities in american cities,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Highway to inequity: the disparate impact of the interstate highway system on poor and minority communities in american cities,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:56:22.382441Z

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Observation 13b59c61-ed42-4523-bf0d-738a7f81ebf2 · outbound

This paper cites Socio-demographics, activity participation and travel behavior,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Socio-demographics, activity participation and travel behavior,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:56:22.372663Z

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Observation a880ca41-c7be-4187-b5ee-0849e7c131f2 · outbound

This paper cites Factors that affect travel behaviour in developing cities: A methodological review,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Factors that affect travel behaviour in developing cities: A methodological review,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:56:22.363284Z

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Observation 5cfb5f8a-e97f-429c-8f1d-11451fb5cc41 · outbound

This paper cites Google earth engine: Planetary-scale geospatial analysis for everyone,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Google earth engine: Planetary-scale geospatial analysis for everyone,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:56:22.353863Z

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Observation d4ad9acf-94da-4507-9f01-4bed4876cd0c · outbound

This paper cites Travel demand and the 3ds: Density, diversity, and design,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Travel demand and the 3ds: Density, diversity, and design,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:56:22.343974Z

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Observation 1afcb73f-7329-480c-b975-3f0775039f49 · outbound

This paper cites The causes of metropolitan suburban- ization,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery The causes of metropolitan suburban- ization,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:56:22.333594Z

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Observation 10034417-0228-4e9c-8adb-1a45716b7d03 · outbound

This paper cites “the creative class.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery “the creative class

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:56:22.323371Z

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Observation 094739b0-cdaa-4110-b5d3-4d2565b861ad · outbound

This paper cites American apartheid: Segregation and the making of the underclass,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery American apartheid: Segregation and the making of the underclass,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:56:22.311490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 64ff27f6-b671-4f1b-bf32-b227b957ae45 · outbound

This paper cites an unresolved cited work.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Unresolved cited work

Reference 38

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Observation 0887a358-14bf-4ec5-af4d-f0cf8071c1ba · outbound

This paper cites Travel and the built environment: a syn- thesis,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Travel and the built environment: a syn- thesis,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:56:22.287857Z

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Observation c0fa8aa9-89dc-4858-b191-0c6067f0b726 · outbound

This paper cites What about people in regional science,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery What about people in regional science,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:56:22.275226Z

Source-reported events for the cited work

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Observation 808dcd92-6333-458d-98bd-218f6dc97fcd · outbound

This paper cites Gasoline consumption and cities: a comparison of us cities with a global survey,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Gasoline consumption and cities: a comparison of us cities with a global survey,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:56:22.264603Z

Source-reported events for the cited work

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Observation d757294c-10d6-49a0-856d-fde6cdec9f29 · outbound

This paper cites Environmental correlates of walking and cycling: findings from the transportation, urban design, and planning literatures,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Environmental correlates of walking and cycling: findings from the transportation, urban design, and planning literatures,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:56:22.254113Z

Source-reported events for the cited work

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Observation cc60e412-761d-4ab3-ab4d-dc044c4a63c6 · outbound

This paper cites Examining the impacts of residential self- selection on travel behavior: A focus on methodologies,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Examining the impacts of residential self- selection on travel behavior: A focus on methodologies,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:56:22.243116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0a170560-c3e2-4312-8c23-07d2effb17b8 · outbound

This paper cites Transport and social exclusion: Where are we now?,.

Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery Transport and social exclusion: Where are we now?,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:56:22.232080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 3edda5ee-450c-452f-84d2-5ae0d454553b · inbound

Hybrid Congestion Classification Framework Using Flow-Guided Attention and Empirical Mode Decomposition cites this paper.

Hybrid Congestion Classification Framework Using Flow-Guided Attention and Empirical Mode Decomposition Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery

Reference 111

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:46:14.835176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.