Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T20:02:53.981471Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2501.09469.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T20:02:53.981471Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
59 of 59 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 9c45d537-51bd-4986-891a-1a74640b5896 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning https://opendata.dwd.de/climate_environment/CDC/ grids_germany/hourly/hostrada/air_temperature_mean/
Reference 1
Source-reported events for the cited work
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Observation 10f5bec8-7317-4937-9fae-30ada6a0e4bf · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning https: //geoportal.thueringen.de/gdi-th/download-offene-geodaten/ download-3d-gebaeudedaten
Reference 2
Source-reported events for the cited work
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Observation 687b8ad3-6bfe-4bee-a513-dcf36943c93a · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning paraview: Parallel visualization application
Reference 3
Source-reported events for the cited work
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Observation d82855c5-e3b4-47ff-87f8-0661d1e1bd1c · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Two decades of urban climate research: a review of turbulence, exchanges of energy and water, and the urban heat island
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 65d897c1-23d1-4b21-82b9-9598e57f220f · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Do water bodies play an important role in the relationship between urban form and land surface temperature? Sustainable cities and society , 39:487–498, 2018
Reference 5
Source-reported events for the cited work
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Observation 24e86dff-4ef6-4e62-a578-d51bb7ed38ca · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning The use of climate knowledge in urban planning
Reference 6
Source-reported events for the cited work
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Observation 31c2eb52-7a98-4b8e-99e2-61c7c3700ea4 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Exploring the relationship between air temperature and urban morphology factors using machine learning under local climate zones
Reference 7
Source-reported events for the cited work
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Observation 446ecab2-6b94-4c81-a01b-460869b5be91 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Ma- chine learning applications in urban building energy performance fore- casting: A systematic review
Reference 8
Source-reported events for the cited work
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Observation 1f3be857-9d43-49a6-bf3a-045d9cc3e7ff · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning GDAL/OGR geospatial data abstraction software library, 2024
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8c8f544d-54a1-4f57-98b3-16d9fd6e6a1e · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Attacking Perceptual Similarity Metrics
Reference 10
Source-reported events for the cited work
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Observation 25181813-cbaa-436f-bccf-321d4f3e0415 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Characterizing the impact of urban morphology heterogeneity on land surface temperature in guangzhou, china
Reference 11
Source-reported events for the cited work
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Observation 1c3faeb0-338d-4fb6-a976-1fd0b0834146 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Toward mitigating urban heat island effects: Investigating the thermal-energy impact of bio-inspired retro-reflective building envelopes in dense urban settings
Reference 12
Source-reported events for the cited work
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Observation 7aff14ee-a90d-494c-8ad8-da98e263b22e · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Semantically enriched voxels as a common representation for comparison and evaluation of 3d building models
Reference 13
Source-reported events for the cited work
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Observation 564eac52-66aa-4b6e-941a-fa41cc3afbbf · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Modeling the impact of 2d/3d urban indicators on the urban heat island over different seasons: A boosted regression tree approach
Reference 14
Source-reported events for the cited work
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Observation 49b9315b-fa8d-4e25-ade6-44a5a038c911 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Building volume effects on ambient temperature in the kuala lumpur city
Reference 15
Source-reported events for the cited work
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Observation c0868a13-f030-4f51-8aba-b8e395b2d0ea · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Unresolved cited work
Reference 16
Source-reported events for the cited work
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Observation c68905b5-be07-475a-a8d8-9b982d080196 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Jahn and P.E
Reference 17
Source-reported events for the cited work
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Observation 70c9c60f-7b22-47a1-99c7-15c103605b49 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Jahn and P.E
Reference 18
Source-reported events for the cited work
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Observation c4e0af2f-4059-445a-ac9a-0fe747914c56 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Web enabled spatio-temporal semantic analysis of traffic noise using citygml
Reference 19
Source-reported events for the cited work
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Observation 728730d5-f8b9-4186-a393-d33c8eb7fd1e · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning High-resolution grids of hourly meteorological variables for germany
Reference 20
Source-reported events for the cited work
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Observation 072177fa-967b-4c3c-b585-228d3fa2345e · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Imagenet clas- sification with deep convolutional neural networks
Reference 21
Source-reported events for the cited work
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Observation 9417d2a2-895c-432b-864e-4919e68c205c · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning How do urban buildings impact sum- mer air temperature? the effects of building configurations in space and time
Reference 22
Source-reported events for the cited work
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Observation 1563c448-68be-40d2-af9c-c0691db08dad · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Investigating the relationship between air temperature and the intensity of urban development using on-site measurement, satellite imagery and machine learning
Reference 23
Source-reported events for the cited work
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Observation 034eb65c-9470-4f71-887b-e73d360b9204 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Cityjson: A compact and easy-to-use encoding of the citygml data model
Reference 24
Source-reported events for the cited work
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Observation 5f10db31-7ae7-419c-80c6-596eb59ddb94 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Quantifying 3d building form effects on urban land surface temperature and modeling seasonal correlation patterns
Reference 25
Source-reported events for the cited work
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Observation a591cbba-c99d-40de-ae6f-97cbe9e2e093 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning How does urban heat island differ across urban functional zones? insights from 2d/3d urban morphology using geospatial big data
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5e460586-f65d-4866-ab83-c4ec2ea36e9d · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning How urban morphology relates to the urban heat island effect: A multi-indicator study
Reference 27
Source-reported events for the cited work
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Observation 62a6e5a4-fa82-4078-bdb7-a9146b2c9ed6 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Climate-conscious spatial morphology optimization strategy using a method combining local climate zone parameterization concept and ur- ban canopy layer model
Reference 28
Source-reported events for the cited work
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Observation a4a7b490-44ad-47c3-a5bb-876c1d3959a7 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning A machine learning-based method for the large-scale evaluation of the qualities of 26 the urban environment
Reference 29
Source-reported events for the cited work
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Observation 88edae23-6c67-4a83-b624-93356ac1c880 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Automatic Repair of 3D City Building Model Using a Voxel– based Repair Method
Reference 30
Source-reported events for the cited work
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Observation d724175d-d090-4e41-98f3-c6c8252d9432 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Towards planning and practical understanding of the need for meteorological and climatic information in the design of high-density cities: A case-based study of hong kong
Reference 31
Source-reported events for the cited work
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Observation 05b2e56f-b49f-4f29-8863-2155f405ac28 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Voxelization algorithms for geospatial applications: Computational methods for voxelating spatial datasets of 3d city models containing 3d surface, curve and point data models
Reference 32
Source-reported events for the cited work
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Observation 11841187-8fe8-4051-9b3b-4fc15b7fc675 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning The heat island of the urban boundary layer: char- acteristics, causes and effects
Reference 33
Source-reported events for the cited work
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Observation 1469e5a9-c7a0-4e6a-b0b5-d58453ed71ad · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning The application of citygml food water energy ade to es- timate the biomass potential for a land use scenario
Reference 34
Source-reported events for the cited work
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Observation 2a2aca47-3cee-46a3-8d71-2c93fc83b9c5 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Unresolved cited work
Reference 35
Source-reported events for the cited work
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Observation c937ac80-a10a-44d0-9940-dff69754ed4c · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Qgis geographic information system
Reference 36
Source-reported events for the cited work
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Observation 4e6276da-63e4-41b4-9b13-8ed3feb49ced · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Understanding urban temperature differences through 2d/3d urban morphology
Reference 37
Source-reported events for the cited work
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Observation d3a35182-4796-4a91-b1b0-da20c7e3ccfa · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Developing a rapid method for 3-dimensional urban morphology extraction using open-source data
Reference 38
Source-reported events for the cited work
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Observation f33dad9e-3512-411f-992f-2e2a0f121bb5 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Capturing and characterizing human activities using building locations in america
Reference 39
Source-reported events for the cited work
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Observation e0de350c-207e-46cf-936b-9f24b06cd3b2 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning 3d vector- ization and rasterization of citygml standard in wind simulation
Reference 40
Source-reported events for the cited work
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Observation 3705260e-865a-4e2a-a96a-642c2dd27cdd · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Local climate zones for urban tem- perature studies
Reference 41
Source-reported events for the cited work
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Observation a82c3c11-c697-4611-88b7-75856a7b08b2 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Machine learning for urban heat island (uhi) analysis: Predicting land surface temperature (lst) in urban environments
Reference 42
Source-reported events for the cited work
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Observation 7280c329-3b19-48ab-b9d8-2ef00ac936ec · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Predicting urban heat island in european cities: A comparative study of gru, dnn, and ann models using urban morphological variables
Reference 43
Source-reported events for the cited work
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Observation ea01053d-5c2b-43a6-9bc6-deb905740f42 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Reviewing the application of machine learning methods to model urban form indicators in planning decision support systems: Potential, issues and challenges
Reference 44
Source-reported events for the cited work
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Observation b0a4a902-ecae-4816-bec2-c375019a1f92 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Hyperlocal mapping of urban air temperature using remote sensing and crowd- sourced weather data
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1581e099-4986-454a-b614-457da34e1436 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Cityjson in qgis: Development of an open-source plugin.Transactions in GIS, 24(5):1147– 1164, 2020
Reference 46
Source-reported events for the cited work
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Observation 83cc329c-1ed5-4a90-8773-8e73c4e59115 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Thermal remote sensing of urban climates
Reference 47
Source-reported events for the cited work
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Observation 68891dfb-4cac-4152-ac73-c6ae0503c02e · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Effects of urban surface geometry on remotely-sensed surface temperature
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 89a0e790-7446-4b2d-85a3-7c11f47969f6 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Image quality assessment: from error visibility to structural similarity
Reference 49
Source-reported events for the cited work
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Observation 79b7d91e-f4e0-4e84-8a16-9e44907047fc · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Se- mantic 3d city models serving as information hub for 3d field based simulations
Reference 50
Source-reported events for the cited work
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Observation 0db64bc7-b2a9-4578-a1de-87e85e7ba9ae · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Development of a 3-d urbanization index using digital terrain models for surface ur- ban heat island effects
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d8954215-9fe7-4850-ba19-fdce61b31dcd · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Urban sustainability: an inevitable goal of landscape re- search, 2010
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3fd31e79-b5e3-481f-aae3-79fb0e208aa8 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Application of building geometry indexes to assess the correla- tion between buildings and air temperature
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation bf25f9f2-cf0d-49ac-b380-0dbffed68f78 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Challenges of influenza a viruses in humans and animals and current animal vaccines as an effective control measure
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 99800f19-9f2c-4799-9cca-b1453930d209 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning The unreasonable effectiveness of deep features as a perceptual metric
Reference 55
Source-reported events for the cited work
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Observation 497c5745-fab3-437a-9ccc-7cc66ec94d35 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning The higher, the cooler? effects of building height on land surface temperatures in residential areas of beijing
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1a4ea3f6-2628-4d33-bcb5-4dc7839c844b · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Revealing centrality in the spa- tial structure of cities from human activity patterns
Reference 57
Source-reported events for the cited work
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Observation 4ae2bd53-f267-4efd-bed9-78aac6a80516 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Does spatial con- figuration matter? understanding the effects of land cover pattern on land surface temperature in urban landscapes
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation cf861a55-b7c7-4d76-adfe-9cb3d04d7d61 · outbound
Predicting Air Temperature from Volumetric Urban Morphology with Machine Learning Towards 3d raster gis: On developing a raster engine for spatial dbms
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
No inbound Pith citation observations are available.