cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17831025
title: PAN-AR: A Multimodal Dataset of Higher-Order Ambisonics Room Impulse Responses, Ambient Noise and Spherical Pictures

description: PAN-AR

This is PAN-AR (Panoramas, Ambient Noise & Ambisonics RIRs), a dataset described in the following paper:



Filippo Denti, Davide Fantini, Federico Avanzini and Giorgio Presti. PAN-AR: A Multimodal Dataset of Higher-Order Ambisonics Room Impulse Responses, Ambient Noise and Spherical Pictures. In Proceedings of the 19th International Audio Mostly Conference, Milan, Italy, September 2024. DOI: 10.1145/3678299.3678332


The dataset includes Spatial Room Impulse Responses (SRIRs) in second-order Ambisonics format, ambient noise recordings, and spherical photos. These data have been captured in four environments with different configurations of the source and listener positions:



Printer room

Meeting room

Classroom

Underground parking


Version 1.0 includes definitive room planimetries, while Version 0.1.0 featured temporary ones.

SOFA

The SRIRs are also provided in SOFA format in the SONICOM Ecosystem (DOI: 10.60887/0358utmmueqrhd1h):



Denti, F., Fantini, D., Avanzini, F., and Presti, G. (2025). "PAN-AR", The SONICOM Ecosystem: Database #13. URL: https://ecosystem.sonicom.eu/databases/13


How to cite

If you use the PAN-AR dataset, please cite the following paper:

@inproceedings{denti2024panar,  title = {{PAN-AR}: A Multimodal Dataset of Higher-Order Ambisonics Room Impulse Responses, Ambient Noise and Spherical Pictures},  author = {Denti, Filippo and Fantini, Davide and Avanzini, Federico and Presti, Giorgio},  year = {2024},  month = {September},  booktitle = {Proceedings of the 19th International Audio Mostly Conference (AM '24)},  location = {Milan, Italy},  publisher = {ACM},  isbn = {979-8-4007-0968-5/24/09},  doi = {10.1145/3678299.3678332}}
DOI: 10.5281/zenodo.13134269
title: PAN-AR: A Multimodal Dataset of Higher-Order Ambisonics Room Impulse Responses, Ambient Noise and Spherical Pictures

description: PAN-AR

This is PAN-AR (Panoramas, Ambient Noise & Ambisonics RIRs), a dataset described in the following paper:



Filippo Denti, Davide Fantini, Federico Avanzini and Giorgio Presti. PAN-AR: A Multimodal Dataset of Higher-Order Ambisonics Room Impulse Responses, Ambient Noise and Spherical Pictures. In Proceedings of the 19th International Audio Mostly Conference, Milan, Italy, September 2024. DOI: 10.1145/3678299.3678332


The dataset includes Spatial Room Impulse Responses (SRIRs) in second-order Ambisonics format, ambient noise recordings, and spherical photos. These data have been captured in four environments with different configurations of the source and listener positions:



Printer room

Meeting room

Classroom

Underground parking


Version 1.0 includes definitive room planimetries, while Version 0.1.0 featured temporary ones.

SOFA

The SRIRs are also provided in SOFA format in the SONICOM Ecosystem (DOI: 10.60887/0358utmmueqrhd1h):



Denti, F., Fantini, D., Avanzini, F., and Presti, G. (2025). "PAN-AR", The SONICOM Ecosystem: Database #13. URL: https://ecosystem.sonicom.eu/databases/13


How to cite

If you use the PAN-AR dataset, please cite the following paper:

@inproceedings{denti2024panar,  title = {{PAN-AR}: A Multimodal Dataset of Higher-Order Ambisonics Room Impulse Responses, Ambient Noise and Spherical Pictures},  author = {Denti, Filippo and Fantini, Davide and Avanzini, Federico and Presti, Giorgio},  year = {2024},  month = {September},  booktitle = {Proceedings of the 19th International Audio Mostly Conference (AM '24)},  location = {Milan, Italy},  publisher = {ACM},  isbn = {979-8-4007-0968-5/24/09},  doi = {10.1145/3678299.3678332}}
DOI: 10.15468/dl.n75yhw
title: Occurrence Download

description: A dataset containing 763 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schistidium maritimum",
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2020"
 ]
}

 The dataset includes 763 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071038-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6awwyk
title: Occurrence Download

description: A dataset containing 67180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Otis tarda",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 67180 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071025-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e6xfpz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gymnophiona)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((150 30,180 30,180 60,150 60,150 30))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054425-250920141307145/datasets/export for details.
DOI: 10.26023/m6s6-bhna-gj08
title: DC3: COLMA HDF5 Flash Data and NetCDF Grids. Version 1.0

description: This dataset is comprised of lightning flash statistics derived from the original VHF measurements provided by the Colorado Lightning Mapping Array (COLMA). These include 2-minute time series of flash count and size statistics derived from the flash data, as well as statistics of pixels in the 5-minute gridded flash product data. The time period covered by the data: Specific IOPs from May 14, 2012 through June 30, 2012 during the Deep Convective Clouds and Chemistry Experiment (DC3).
DOI: 10.15468/dl.uzp4h6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Caudata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-150 -60,-120 -60,-120 -30,-150 -30,-150 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054428-250920141307145/datasets/export for details.
DOI: 10.26301/5xsf-8w02
title: Torre dei Baldovinetti - Florence

description: A challenging capture with a narrow staircase, these scans are disjointed. The capture was done as part of a project using termal imaging to assess structural health in Florentine buildings. Torre dei Baldovinetti is a 12th century tower in central florence. The tower is designated as national monumental building. Additional Info Link: https://chei.ucsd.edu/
DOI: 10.15468/dl.qg2ygc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gymnophiona)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-180 0,-150 0,-150 30,-180 30,-180 0))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054432-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26301/gj39-0514
title: Masjid Tuha Lam Ura (F1)

description: The Maritime Asia Heritage Survey works to systematically inventory and digitally document the endangered cultural heritage in the Maldives, Indonesia, and elswhere across the region. The materials documented through this work are critically endangered, facing both natural and human threats that jeopardize the survival and accessibility of historical information for this vital node in pre-modern global economic and religious networks at the cross-roads of an interconnected Indian Ocean world. The data made available here was collected by our Field Team using FARO Focus S350 Lidar scanner, Nikon D750 DSLR, and DJI Phantom 4 Pro drone, DJI Matrice 300RTK with ZenMuse L1 and P1 payloads. This site (MAHS-IDN-ACH-ABS-S-001) is a mosque built using traditional architecture with a courtyard that contains a cemetery complex. The features consist of a mosque building, water tanks, wells, grave, and gravestones. External Project Link: https://maritimeasiaheritage.cseas.kyoto-u.ac.jp/ Additional Info Link: https://sketchfab.com/MaritimeAsiaHeritageSurvey/collections
DOI: 10.15468/dl.28ynbp
title: Occurrence Download

description: A dataset containing 253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Distyliopsis dunnii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 253 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054431-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mphwf
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gymnopilus purpuratus",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054430-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26301/hr10-4h66
title: Eneolithic Stelae at Dmytro Yavornytsky National Historical Museum of Dnipro

description: Archaeological objects at the Dmytro Yavornytsky National Historical Museum of Dnipro were documented by the members of NGO SLR "Archaic" and the staff of the Museum. Field capture methodology is based on the SfM photogrammetry with several scenes Two stelae introduce the brightest examples of the Eneolithic anthropomorphic sculptures found in the prehistory of the European Steppe. They are attributed to the IV millennia BCE and represent the main components of the worldview of the Eneolithic inhabitants of the region, who are sometimes considered to be the first Indo-European communities in Europe. Additional Info Link: https://www.museum.dp.ua/en/
DOI: 10.15468/dl.cq996m
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Megaptera novaeangliae",
 "Year 2014-2014"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054433-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26301/y6nn-fv67
title: San Sebastian Basilica
DOI: 10.15468/dl.s3vh6s
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Caudata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-180 -60,-150 -60,-150 -30,-180 -30,-180 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054429-250920141307145/datasets/export for details.
DOI: 10.26301/am9e-2637
title: Santuario di Santa Maria Regina di Anglona - Tursi

description: Low quality scans of the exterior, and full scans of the interior Largely constructed in the 12th century, as an expansion to a small 8th century segment. Additional Info Link: https://chei.ucsd.edu/
DOI: 10.26301/frm1-vk62
title: Medieval Kyivan Rus artifacts at the National Museum of the History of Ukraine

description: Archaeological objects at the National Museum of the History of Ukraine were documented by the members of NGO SLR "Archaic" and the staff of the Museum. Field capture methodology is based on the SfM photogrammetry with several scenes These artifacts belong to Medieval Ukraine and represent its strong connection to Medieval Europe and Byzantium. They introduce Kyivan Rus as a part of the global European narrative throughout millennia. External Project Link: https://artsandculture.google.com/partner/national-museum-of-the-history-of-ukraine Additional Info Link: https://nmiu.org/
DOI: 10.26301/q83m-ps65
title: Zawiyah Cut Teungku Chik Di Tiro (F1)

description: The Maritime Asia Heritage Survey works to systematically inventory and digitally document the endangered cultural heritage in the Maldives, Indonesia, and elswhere across the region. The materials documented through this work are critically endangered, facing both natural and human threats that jeopardize the survival and accessibility of historical information for this vital node in pre-modern global economic and religious networks at the cross-roads of an interconnected Indian Ocean world. The data made available here was collected by our Field Team using FARO Focus S350 Lidar scanner, Nikon D750 DSLR, and DJI Phantom 4 Pro drone, DJI Matrice 300RTK with ZenMuse L1 and P1 payloads. The site (MAHS-IDN-ACH-PID-TIR-S-001) is a complex comprised of a Zawiyah and the Tgk Chik Di Tiro Cemetery. An old zawiyah building is in the form of raised pavilion (bale") with wooden stilt construction. In front of the building External Project Link: https://maritimeasiaheritage.cseas.kyoto-u.ac.jp/ Additional Info Link: https://sketchfab.com/MaritimeAsiaHeritageSurvey/collections
DOI: 10.26301/jt3v-yg67
title: Makam Putroe Balee

description: The Maritime Asia Heritage Survey works to systematically inventory and digitally document the endangered cultural heritage in the Maldives, Indonesia, and elswhere across the region. The materials documented through this work are critically endangered, facing both natural and human threats that jeopardize the survival and accessibility of historical information for this vital node in pre-modern global economic and religious networks at the cross-roads of an interconnected Indian Ocean world. The data made available here was collected by our Field Team using FARO Focus S350 Lidar scanner, Nikon D750 DSLR, and DJI Phantom 4 Pro drone, DJI Matrice 300RTK with ZenMuse L1 and P1 payloads. The site (MAHS-IDN-ACH-PID-PID-S-001) is an Islamic cemetery complex consisting of at least ten graves placed longitudinally north-south with an orientation facing west (Qibla). Each grave is marked by different types of carved gravestones. External Project Link: https://maritimeasiaheritage.cseas.kyoto-u.ac.jp/ Additional Info Link: https://sketchfab.com/MaritimeAsiaHeritageSurvey/collections
DOI: 10.26301/2xa9-r925
title: Kompleks Makam Sultan Malikussaleh (F1)

description: The Maritime Asia Heritage Survey works to systematically inventory and digitally document the endangered cultural heritage in the Maldives, Indonesia, and elswhere across the region. The materials documented through this work are critically endangered, facing both natural and human threats that jeopardize the survival and accessibility of historical information for this vital node in pre-modern global economic and religious networks at the cross-roads of an interconnected Indian Ocean world. The data made available here was collected by our Field Team using FARO Focus S350 Lidar scanner, Nikon D750 DSLR, and DJI Phantom 4 Pro drone, DJI Matrice 300RTK with ZenMuse L1 and P1 payloads. This site (MAHS-ISN-ACH-AUT-SMD-S-021) is a small cemetery complex that contains the graves of the first two sultans of Pasai, Malik al-Salih and Malik al-Zahir, as well as a number of other graves marked by flat slab or unworked, naturally rounded riverstones. External Project Link: https://maritimeasiaheritage.cseas.kyoto-u.ac.jp/ Additional Info Link: https://sketchfab.com/MaritimeAsiaHeritageSurvey/collections
DOI: 10.26301/dmyn-c471
title: Sector Paredones, El Brujo Archaeological Complex
DOI: 10.26301/xm7p-7g80
title: Makam Sultan Ma'ruf Syah

description: The Maritime Asia Heritage Survey works to systematically inventory and digitally document the endangered cultural heritage in the Maldives, Indonesia, and elswhere across the region. The materials documented through this work are critically endangered, facing both natural and human threats that jeopardize the survival and accessibility of historical information for this vital node in pre-modern global economic and religious networks at the cross-roads of an interconnected Indian Ocean world. The data made available here was collected by our Field Team using FARO Focus S350 Lidar scanner, Nikon D750 DSLR, and DJI Phantom 4 Pro drone, DJI Matrice 300RTK with ZenMuse L1 and P1 payloads. The site (MAHS-IDN-ACH-PID-PID-S-003) is a small rectangular Islamic cemetery that is currently protected by a fence consisting of five graves placed longitudinally north-south with an orientation facing west (Qibla). External Project Link: https://maritimeasiaheritage.cseas.kyoto-u.ac.jp/ Additional Info Link: https://sketchfab.com/MaritimeAsiaHeritageSurvey/collections
DOI: 10.26301/e9vp-dr86
title: Kompleks Meunasah Tuha Dayah Muara (F2)

description: The Maritime Asia Heritage Survey works to systematically inventory and digitally document the endangered cultural heritage in the Maldives, Indonesia, and elswhere across the region. The materials documented through this work are critically endangered, facing both natural and human threats that jeopardize the survival and accessibility of historical information for this vital node in pre-modern global economic and religious networks at the cross-roads of an interconnected Indian Ocean world. The data made available here was collected by our Field Team using FARO Focus S350 Lidar scanner, Nikon D750 DSLR, and DJI Phantom 4 Pro drone, DJI Matrice 300RTK with ZenMuse L1 and P1 payloads. This site (MAHS-IDN-ACH-PID-PBR-S-001) is a Meunasah complex (Islamic community centre). The site has an old wooden Meunasah with a bale shaped stilt structure. In the center of the site is a new concrete Meunasah with a wooden minaret on the west side. There are also old graves on the east and south sides of the Meunasah. The graves are marked by earthen mounds with gravestones placed on them. In addition, there is a well and a jar for storing water. The well and water jug are located on the south side of the old Meunasah. External Project Link: https://maritimeasiaheritage.cseas.kyoto-u.ac.jp/ Additional Info Link: https://sketchfab.com/MaritimeAsiaHeritageSurvey/collections
DOI: 10.26301/gjg6-9353
title: Masjid Tuha Bueng Sidom (F1)

description: The Maritime Asia Heritage Survey works to systematically inventory and digitally document the endangered cultural heritage in the Maldives, Indonesia, and elswhere across the region. The materials documented through this work are critically endangered, facing both natural and human threats that jeopardize the survival and accessibility of historical information for this vital node in pre-modern global economic and religious networks at the cross-roads of an interconnected Indian Ocean world. The data made available here was collected by our Field Team using FARO Focus S350 Lidar scanner, Nikon D750 DSLR, and DJI Phantom 4 Pro drone, DJI Matrice 300RTK with ZenMuse L1 and P1 payloads. This site (MAHS-IDN-ACH-ABS-BBG-S-001) is a mosque complex that includes the mosque building, graves, and several supporting features including wells and water tanks for ablution, a balee used for religious instruction, and a meeting space. External Project Link: https://maritimeasiaheritage.cseas.kyoto-u.ac.jp/ Additional Info Link: https://sketchfab.com/MaritimeAsiaHeritageSurvey/collections
DOI: 10.26301/pdsg-cb91
title: Salvation Mountain
DOI: 10.26301/kvf6-cz65
title: Maritime archaeology artifacts from Ukarine at Khortytsia National Reserve

description: Archaeological objects at the Khortytsia National Reserve were documented by the members of NGO SLR "Archaic" and the staff of the Reserve. Field capture methodology is based on the SfM photogrammetry with several scenes This asset represents the artifacts from the maritime archaeology museum at the National Reserve Khortytsia. It contains several objects dated back to the Russo-Turkish War (1735???1739), several individual 19th-century shipwrecks, and a couple of artifacts discovered at the Dnipro riverbed throughout the last decades. Given the scarcity of artifacts of that kind, each is unique and represents a complicated process of inhabiting the Ukrainian Steppe both economically and politically. Additional Info Link: https://ostriv.org/
DOI: 10.26301/zvms-ht65
title: Makam Teungku Peuet Ploh Peuet

description: The Maritime Asia Heritage Survey works to systematically inventory and digitally document the endangered cultural heritage in the Maldives, Indonesia, and elswhere across the region. The materials documented through this work are critically endangered, facing both natural and human threats that jeopardize the survival and accessibility of historical information for this vital node in pre-modern global economic and religious networks at the cross-roads of an interconnected Indian Ocean world. The data made available here was collected by our Field Team using FARO Focus S350 Lidar scanner, Nikon D750 DSLR, and DJI Phantom 4 Pro drone, DJI Matrice 300RTK with ZenMuse L1 and P1 payloads. This site (MAHS-IDN-ACH-AUT-SMD-S-027) is a Muslim burial complex. The graves are arranged in a north-south orientation, facing west (qibla). Most of the gravestones are rectangular and flat. The tops of the gravestones are carved in layers and have a bulge in the upper center. External Project Link: https://maritimeasiaheritage.cseas.kyoto-u.ac.jp/ Additional Info Link: https://sketchfab.com/MaritimeAsiaHeritageSurvey/collections
DOI: 10.26301/hfj0-kq76
title: Makam Tgk Marhum

description: The Maritime Asia Heritage Survey works to systematically inventory and digitally document the endangered cultural heritage in the Maldives, Indonesia, and elswhere across the region. The materials documented through this work are critically endangered, facing both natural and human threats that jeopardize the survival and accessibility of historical information for this vital node in pre-modern global economic and religious networks at the cross-roads of an interconnected Indian Ocean world. The data made available here was collected by our Field Team using FARO Focus S350 Lidar scanner, Nikon D750 DSLR, and DJI Phantom 4 Pro drone, DJI Matrice 300RTK with ZenMuse L1 and P1 payloads. The site (MAHS-IDN-ACH-BRN-PDA-S-001) is an Islamic cemetery on the top of a hill that contains at least twelve in situ graves placed longitudinally east-west with an orientation facing west (Qibla). The graves are marked with standing slab gravestones carved from andesite or sandstone. Two of the gravestones have Arabic inscriptions, but most are plain flat gravestones without ornamentation or inscriptions. External Project Link: https://maritimeasiaheritage.cseas.kyoto-u.ac.jp/ Additional Info Link: https://sketchfab.com/MaritimeAsiaHeritageSurvey/collections