cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13130/rd_unimi/ybpdpj
title: PhD thesis R13669 Bionda Arianna
title: Replication data for 'Biodiversity and Environmental Adaptation in Small Ruminants: Mapping Temporal and Spatial Genomic Changes in Italian Sheep and Goats'

description: This dataset contains the Supplementary Material associated with the PhD thesis of Arianna Bionda, titled “Biodiversity and Environmental Adaptation in Small Ruminants: Mapping Temporal and Spatial Genomic Changes in Italian Sheep and Goats”
(Dipartimento di Scienze Agrarie e Ambientali - Produzione, Territorio, Agroenergia, Università degli Studi di Milano; PhD program in Agriculture, Environment and Bioenedgy; Cycle XXXVIII, 2024–2025; https://hdl.handle.net/2434/1199177).

DATASET STRUCTURE
The supplementary material is organised into sub-folders corresponding to each chapter of the thesis and includes additional data, figures, scripts, and documents referenced in the main text. Each file is named and structured according to the captions provided at the end of each chapter.

When the “Supplementary Material” folder is placed in the same directory as the thesis PDF, the interactive links within the thesis allow direct access to the corresponding files.

BRIEF SUMMARY OF THE PROJECT
This PhD project investigates the genomic diversity, environmental adaptation, and vulnerability of Italian sheep and goat breeds. By integrating genomic, ecological, and demographic data, the research explores how environmental change, management practices, and historical processes have shaped the genetic structure and adaptive potential of small ruminant populations.
Through a combination of population genomics, landscape genomics, and temporal analyses, the work maps spatial and temporal genomic patterns, identifies candidate genes linked to adaptation, and assesses the exposure of local breeds to future climatic and environmental risks.
The results provide a comprehensive framework for understanding livestock biodiversity in Italy and contribute practical tools to guide conservation and sustainable management of small ruminant genetic resources under changing environmental conditions.
DOI: 10.13130/rd_unimi/ybpdpj/3zgykt
title: Figure S4.4.13.png
DOI: 10.13130/rd_unimi/ybpdpj/sj7pte
title: Table S4.1.1.docx
DOI: 10.13130/rd_unimi/ybpdpj/bjdeco
title: Figure S4.3.1.pdf
DOI: 10.13130/rd_unimi/ybpdpj/ytueo0
title: Figure S4.3.2.png
DOI: 10.13130/rd_unimi/ybpdpj/4kkuhz
title: Figure S3.2.2.tif
DOI: 10.13130/rd_unimi/ybpdpj/e1fkja
title: SupplementaryTableS3.2.9.tab
DOI: 10.13130/rd_unimi/ybpdpj/62ysy9
title: Figure S4.4.10.png
DOI: 10.13130/rd_unimi/ybpdpj/dqykpx
title: Tables S4.2.tab
DOI: 10.13130/rd_unimi/ybpdpj/tlv8pc
title: Figure S3.2.1.tif
DOI: 10.13130/rd_unimi/ybpdpj/itgtwj
title: Figure S4.4.11.png
DOI: 10.13130/rd_unimi/ybpdpj/jxm0az
title: Figure S3.2.4.tif
DOI: 10.13130/rd_unimi/ybpdpj/5ghaod
title: SupplementaryTableS3.2.11.tab
DOI: 10.13130/rd_unimi/ybpdpj/zdz2dl
title: SupplementaryTableS3.2.8.tab
DOI: 10.13130/rd_unimi/ybpdpj/bcobi1
title: Figure S4.3.3.png
DOI: 10.13130/rd_unimi/ybpdpj/trlvwg
title: SupplementaryTableS3.2.1.tab
DOI: 10.13130/rd_unimi/ybpdpj/0tggdj
title: Figure S4.4.9.png
DOI: 10.13130/rd_unimi/ybpdpj/a7udeq
title: Figure S4.2.2.jpg
DOI: 10.13130/rd_unimi/ybpdpj/eh2xtz
title: SupplementaryTableS3.2.5.tab
DOI: 10.13130/rd_unimi/ybpdpj/4kwvj2
title: Figure S4.2.3.jpg
DOI: 10.13130/rd_unimi/ybpdpj/dngaai
title: Figure S3.2.3.tif
DOI: 10.13130/rd_unimi/ybpdpj/g34zso
title: SupplementaryTableS3.2.4.tab
DOI: 10.13130/rd_unimi/ybpdpj/5bidbm
title: Figure S4.4.1.pdf
DOI: 10.13130/rd_unimi/ybpdpj/tak5yj
title: Table S4.1.3.tab
DOI: 10.13130/rd_unimi/ybpdpj/8tqxta
title: Figure S4.4.2.pdf
DOI: 10.13130/rd_unimi/ybpdpj/znbvp0
title: Figure S4.2.8.jpg
DOI: 10.13130/rd_unimi/ybpdpj/mfgxih
title: Table S3.1.2.tab
DOI: 10.13130/rd_unimi/ybpdpj/o20apw
title: Figure S4.1.1.png
DOI: 10.13130/rd_unimi/ybpdpj/8udvrp
title: SupplementaryTableS3.2.3.tab
DOI: 10.13130/rd_unimi/ybpdpj/uxrxs1
title: Table S4.1.2.docx
DOI: 10.13130/rd_unimi/ybpdpj/69wmxz
title: Figure S4.4.6.png
DOI: 10.13130/rd_unimi/ybpdpj/1bfeig
title: Figure S4.4.4.png
DOI: 10.13130/rd_unimi/ybpdpj/tcvhzu
title: Supplementary Tables S4.3.xlsx
DOI: 10.13130/rd_unimi/ybpdpj/cpcbwj
title: Figure S4.3.5.pdf
DOI: 10.13130/rd_unimi/ybpdpj/ppp6n9
title: Figure S4.3.4.png
DOI: 10.13130/rd_unimi/ybpdpj/kmtqkv
title: Figure S4.2.7.jpg
DOI: 10.13130/rd_unimi/ybpdpj/knzbpt
title: Table S3.1.1.tab
DOI: 10.13130/rd_unimi/ybpdpj/pj9cwr
title: SupplementaryTableS3.2.2.tab
DOI: 10.13130/rd_unimi/ybpdpj/vbmfyt
title: Tables S4.4.tab
DOI: 10.13130/rd_unimi/ybpdpj/zv9nze
title: Figure S3.2.5.tif
DOI: 10.5281/zenodo.18214281
title: Battery Datasets for Testing Data Pipelines and Workflow Automation

description: This record contains battery datasets exported from different cyclers. It is intended to be used for testing and validating battery data pipelines and workflow automation. The datasets cover various battery chemistries and test types. Some contain common bugs that can occur during testing (e.g. bumping the connection cables) or from software export routines. Including data with bugs is done intentionally to verify data processing robustness. 




Filename
File Type
Cycler Manufacturer
Cell Type
Chemistry
Test Type
Bug Present
License
Source


SINTEF__NaCR32140-MP10-04__2025-08-25__CCCV_0p02C_25degC__BioLogic__Outlier_Bug.mpt
.mpt
Bio-Logic
Full Cell
Na-ion
CCCV Cycling at C/50
Voltage and Current Outlier
CC-BY-4.0
Own Work


SINTEF__NaCR32140-MP10-04__2025-08-25__GITT_0p05C_25degC__BioLogic.mpt
.mpt
Bio-Logic
Full Cell
Na-ion
GITT
None
CC-BY-4.0
Own Work


SINTEF__G20M7-202512-Gru6mV__20251228__C30__25degC__Neware.nda
.nda
Neware
Full Cell
Li-ion
CCCV Cycle at C/30
None
CC-BY-4.0
Own Work


SINTEF__SLPBA842124HV__2024-10-23__Rate_25degC__Neware__Time_Bug.csv
.csv
Neware
Full Cell
Li-ion
Rate Capability
Non-monotonic Total Time
CC-BY-4.0
Own Work


SINTEF__LiGrR2032__2024-04-30__25degC__Landt.csv
.csv
Landt
Half-Cell
Li-Graphite
Cycling
None
CC-BY-4.0
Own Work


SINTEF__LiGrR2032__2024-04-30__25degC__Landt.txt
.txt
Landt
Half-Cell
Li-Graphite
Cycling
None
CC-BY-4.0
Own Work


SINTEF__SLPBA842124HV-06__20241011__DCIR__0p1C__25degC__Novonix.csv
.csv
Novonix
Full-Cell
LCO-Graphite
DCIR
None
CC-BY-4.0
Own Work




DLR__LiGrHydra0b__20221114__GITT__25degC__Basytec.txt

.txt
Basytec
Half-Cell
Li-Graphite
GITT
None
CC-BY-4.0
Own Work


DLR__LiGrHydra0b__20230131__POCV__25degC__Basytec.txt
.txt
Basytec
Half-Cell
Li-Graphite
POCV
None
CC-BY-4.0
Own Work


DLR__LiLNMOHydra0b__20221130__GITT__25degC__Basytec.txt
.txt
Basytec
Half-Cell
Li-LNMO
GITT
None
CC-BY-4.0
Own Work


DLR__LiLNMOHydra0b__20221125__POCV__25degC__Basytec.txt
.txt
Basytec
Half-Cell
Li-LNMO
POCV
None
CC-BY-4.0
Own Work




FZJ__INR21700__20250606__HPPC__25degC__Digatron.csv

.csv
Digatron
Full Cell
Li-ion
HPPC
Time unit is s in the header and ms in the data
CC-BY-4.0
Own Work
DOI: 10.13130/rd_unimi/ybpdpj/mr3lws
title: Figure S4.1.2.pdf
DOI: 10.13130/rd_unimi/ybpdpj/oampyv
title: Figure S4.2.4.jpg
DOI: 10.13130/rd_unimi/ybpdpj/02os8v
title: Figure S4.2.5.jpg
DOI: 10.13130/rd_unimi/ybpdpj/85wpb4
title: Figure S4.4.7.png
DOI: 10.5281/zenodo.16994937
title: Battery Datasets for Testing Data Pipelines and Workflow Automation

description: This record contains battery datasets exported from different cyclers. It is intended to be used for testing and validating battery data pipelines and workflow automation. The datasets cover various battery chemistries and test types. Some contain common bugs that can occur during testing (e.g. bumping the connection cables) or from software export routines. Including data with bugs is done intentionally to verify data processing robustness. 




Filename
File Type
Cycler Manufacturer
Cell Type
Chemistry
Test Type
Bug Present
License
Source


SINTEF__NaCR32140-MP10-04__2025-08-25__CCCV_0p02C_25degC__BioLogic__Outlier_Bug.mpt
.mpt
Bio-Logic
Full Cell
Na-ion
CCCV Cycling at C/50
Voltage and Current Outlier
CC-BY-4.0
Own Work


SINTEF__NaCR32140-MP10-04__2025-08-25__GITT_0p05C_25degC__BioLogic.mpt
.mpt
Bio-Logic
Full Cell
Na-ion
GITT
None
CC-BY-4.0
Own Work


SINTEF__G20M7-202512-Gru6mV__20251228__C30__25degC__Neware.nda
.nda
Neware
Full Cell
Li-ion
CCCV Cycle at C/30
None
CC-BY-4.0
Own Work


SINTEF__SLPBA842124HV__2024-10-23__Rate_25degC__Neware__Time_Bug.csv
.csv
Neware
Full Cell
Li-ion
Rate Capability
Non-monotonic Total Time
CC-BY-4.0
Own Work


SINTEF__LiGrR2032__2024-04-30__25degC__Landt.csv
.csv
Landt
Half-Cell
Li-Graphite
Cycling
None
CC-BY-4.0
Own Work


SINTEF__LiGrR2032__2024-04-30__25degC__Landt.txt
.txt
Landt
Half-Cell
Li-Graphite
Cycling
None
CC-BY-4.0
Own Work


SINTEF__SLPBA842124HV-06__20241011__DCIR__0p1C__25degC__Novonix.csv
.csv
Novonix
Full-Cell
LCO-Graphite
DCIR
None
CC-BY-4.0
Own Work




DLR__LiGrHydra0b__20221114__GITT__25degC__Basytec.txt

.txt
Basytec
Half-Cell
Li-Graphite
GITT
None
CC-BY-4.0
Own Work


DLR__LiGrHydra0b__20230131__POCV__25degC__Basytec.txt
.txt
Basytec
Half-Cell
Li-Graphite
POCV
None
CC-BY-4.0
Own Work


DLR__LiLNMOHydra0b__20221130__GITT__25degC__Basytec.txt
.txt
Basytec
Half-Cell
Li-LNMO
GITT
None
CC-BY-4.0
Own Work


DLR__LiLNMOHydra0b__20221125__POCV__25degC__Basytec.txt
.txt
Basytec
Half-Cell
Li-LNMO
POCV
None
CC-BY-4.0
Own Work




FZJ__INR21700__20250606__HPPC__25degC__Digatron.csv

.csv
Digatron
Full Cell
Li-ion
HPPC
Time unit is s in the header and ms in the data
CC-BY-4.0
Own Work
DOI: 10.13130/rd_unimi/ybpdpj/vwjfgs
title: Figure S3.2.6.tif
DOI: 10.13130/rd_unimi/ybpdpj/xubdny
title: Figure S4.2.1.png
DOI: 10.13130/rd_unimi/ybpdpj/e4u0uk
title: Figure S4.4.12.png
DOI: 10.13130/rd_unimi/ybpdpj/nabvuc
title: Figure S4.4.5.png
DOI: 10.13130/rd_unimi/ybpdpj/9btiot
title: Figure S4.2.6.jpg
DOI: 10.13130/rd_unimi/ybpdpj/t5ias3
title: SupplementaryTableS3.2.6.tab
DOI: 10.13130/rd_unimi/ybpdpj/cbhjat
title: Figure S4.4.8.png
DOI: 10.13130/rd_unimi/ybpdpj/lhpon2
title: SupplementaryTableS3.2.10.tab
DOI: 10.13130/rd_unimi/ybpdpj/xeumga
title: SupplementaryTableS3.2.7.tab
DOI: 10.13130/rd_unimi/ybpdpj/nllkhn
title: Figure S4.4.3.png
DOI: 10.13130/rd_unimi/ybpdpj/utksqm
title: Figure S4.3.6.pdf
DOI: 10.13130/rd_unimi/ybpdpj/8hhmm8
title: README.txt
DOI: 10.34847/nkl.a85dxugb
title: ANNEXE 40 – La céramique du Campaniforme du tertre des Bruques (Miramont-Sensacq) : analyse pétrographique et dégraissant

description: Annexe 40 de l'ouvrage "Exploitation des ressources argileuses et types de dégraissants de la céramique du Néolithique ancien au début de l’âge du Bronze en France méridionale" (Convertini, 2025)
description: Appendix 40 of the book "Exploitation of clay resources and types of temper in ceramics from the Early Neolithic to the beginning of the Bronze Age in Southern France"
description: Cet ouvrage traite des pratiques potières mises en œuvre au cours des premières phases de la chaîne opératoire de fabrication de la céramique des sociétés du Néolithique et du début de l’âge du Bronze, soit sur une durée de près de quatre millénaires, dans une aire géographique qui correspond au pourtour méditerranéen et à la moyenne vallée du Rhône et ses marges, depuis la frontière italienne jusqu’à la Catalogne espagnole, avec une ouverture ponctuelle vers le Sud-Ouest, les Grands Causses et les Alpes méridionales. Le nombre de sites pris en compte est de 152, un même site pouvant livrer des occupations de plusieurs périodes chronologiques, et le nombre de vases étudiés est de 2303.
description: This book examines pottery practices implemented during the early phases of the ceramic manufacturing chain of Neolithic and early Bronze Age societies, spanning a period of nearly four millennia, in a geographical area corresponding to the mediterranean rim and the middle Rhône valley and its margins, from the italian border to spanish Catalonia, with occasional expansions to the southwest, the Grands Causses, and the southern Alps. The number of sites considered is 152, with a single site potentially yielding occupations from several chronological periods, and the number of vessels studied is 2,303.
description: Bibliographic citation: CONVERTINI (F). Exploitation des ressources argileuses et types de dégraissants de la céramique du Néolithique ancien au début de l’âge du Bronze en France méridionale. Toulouse : Archives d’Écologie Préhistorique, 2025, 436 p.
DOI: 10.25824/redu/roli8f
title: Replication data containing electrochemical results files for: "P-block elements activate pt surfaces for the electrooxidation of alcohols and polyols when promoting the −OH formation"

description: Replication data containing only the cyclic voltammetry results using ethanol, erythritol and ethylene-glycol used in the article "P-Block Elements Activate Pt Surfaces for the Electrooxidation of Alcohols and Polyols When Promoting the −OH formation" published in ACS Catalysis https://doi.org/10.1021/acscatal.4c02443
DOI: 10.11587/hdd7ny
title: Work of the Austrian School System 1996

description: No abstract available
DOI: 10.11587/u1ikwj
title: Austria's EU Membership 1996

description: No abstract available
DOI: 10.11587/fcpghz
title: Community Policitics in Bad Sauerbrunn (Burgenland) 1996

description: No abstract available
DOI: 10.11587/ncpcmw
title: European Political Positioning in Austria 1997

description: No abstract available
DOI: 10.11587/x6jvdi
title: Austrian Daily Politics 1996

description: No abstract available
DOI: 10.11587/ydbw5t
title: European Parliament Elections 1996

description: No abstract available
DOI: 10.11587/gyl4p7
title: Austrian Daily Politics 1997

description: No abstract available
DOI: 10.7910/dvn/y1ug9p
title: Replication Data for: A Political History Forecast of Bloc Support in the 2025 German Federal Elections

description: This deposit contains replication materials for the paper "A Political History Forecast of Bloc Support in the 2025 German Federal Election" by Quinlan, Schnaudt, and Lewis-Beck published in the journal Political Science & Politics. (2025).
DOI: 10.11587/zkzein
title: The Role of Social Partnerships 1997

description: No abstract available
DOI: 10.11587/duk6rq
title: Austrian Daily Politics 1997

description: No abstract available
DOI: 10.11587/tifbmp
title: The EURO Referendum 1997

description: No abstract available
DOI: 10.11587/zvegwz
title: EU Eastward Expansion and the Introduction of the EURO 1997

description: No abstract available
DOI: 10.11587/gfgfi9
title: The EURO Referendum 1997

description: No abstract available
DOI: 10.11587/7x1aqd
title: European Policy 1998

description: No abstract available
DOI: 10.11587/avlptm
title: Universities and Colleges in Austria 1998

description: No abstract available
DOI: 10.11587/lsjyol
title: Introduction of the EURO 1997

description: No abstract available
DOI: 10.11587/ppzjtw
title: EU Eastern Expansion 1998

description: No abstract available
DOI: 10.11587/ya6jys
title: Presidential Election 1998

description: No abstract available
DOI: 10.11587/ygym4g
title: Attitudes about Foreigners and Jews: A Survey in Two Viennese Districts 1997

description: No abstract available
DOI: 10.11587/ib4al4
title: Expansion of the European Union 1998

description: No abstract available
DOI: 10.11587/7z6aoc
title: The Role of Trade Unions 1997

description: No abstract available
DOI: 10.11587/hymioi
title: European Policy 1998

description: No abstract available
DOI: 10.11587/pv9ai6
title: European Parliament Elections 1999

description: No abstract available
DOI: 10.11587/cuq0j0
title: The European Union and the Election of the European Parliament 1999

description: No abstract available
DOI: 10.7910/dvn/thgt4k
title: Replication Data for: `Sorting with Teams'

description: Data and code for replicating `Sorting with Teams'
DOI: 10.15468/dl.pmgv99
title: Occurrence Download

description: A dataset containing 1151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is FRA.6.5_1",
 "TaxonKey is Arachnida"
 ]
}

 The dataset includes 1151 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015405-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/mftnwo
title: GSD Cluny Capital - dng 400 ISO

description: Cluny Plaster Casts were (HUAM #1929.310-3; 1929.327-9) given as a gift to Frances Loeb Library in 2008 according to Deed of Gift signed 03/27/2008 and counter-signed 04/27/2008. The casts are casts of a series of limestone capitals from ca.1088-1095, originally set on marble shafts, which supported the apse and ambulatory of the Abbey Church of Cluny. The casts, commissioned by Professor Conant were made ca. 1930 at the Municipal Museum of Cluny by skilled specialists in the technique from Paris' Trocadero Museum. The cast were at one time installed in the courtyard of the Fogg Museum.
DOI: 10.15468/dl.cby8ff
title: Occurrence Download

description: A dataset containing 70066 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Desulfuromonadales"
 ]
}

 The dataset includes 70066 records from 528 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015388-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14613363
title: Supplementary Fires for "Quality matters: a comparison of raw and refined data of Precambrian mafic volcanic rocks"

description: Raw dataset of mafic volcanic rocks: geochemical dataset of Precambrian mafic volcanic rocks compiled from the EarthChem repository (http://www.earthchem.org/; accessed June 11, 2021).

Refined dataset of mafic volcanic rocks: geochemical dataset of refined Precambrian mafic volcanic rocks.
DOI: 10.15468/dl.34muts
title: Occurrence Download

description: A dataset containing 191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Biston Leach"
 ]
}

 The dataset includes 191 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006979-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6e6bf4
title: Occurrence Download

description: A dataset containing 6100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stomis pumicatus (Panzer, 1796)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6100 records from 210 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009030-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83rgxv
title: Occurrence Download

description: A dataset containing 41522340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 41522340 records from 1293 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009016-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15817430
title: GICEDCAM sample datasets

description: This dataset is collected by UCalgary GeoSensorWebLab to evaluate GICEDCAM framework. The dataset's details are as follows:

Raw datasets: Include video, time-tagged recording datasets of four scenarios.

Processed datasets: Include object detection, tracking and projected datasets in UTM CRS, as well as annotated videos.

The scenarios are as follows:






#



Scenario



Camera Locations





1



A person picks up the bottle from the chair in Room 361, then passes 361B corridor, then pours it into the mug located on the shelf in 361A



F, A, E





2



A person enters corridor 361B and picks up the bottle next to the printer. Then enter corridor 361Z and exit it. Then, enter 301Z and put the bottle on the bin door.



A, B, C





3



Roundabout right-of-way violation: A motorbike enters the roundabout SQ from street C1 before a car enters the roundabout SQ from street B1. Then, the car blocks the motorbike's path and leaves the Square earlier than the motorbike.



International University - VNU-HCM roundabout





4



A person picks up the bottle from the table, moves to the door, opens the door, and exits corridor 361B. Every time a mandatory error is added to the spatial event (persons pick up the bottle). Occultation, losing track, and false negative object detection. 



A





 

Note: Please cite the GICEDCAM paper if you want to use the dataset. The dataset is prepared only for research purposes.
DOI: 10.5281/zenodo.15817431
title: GICEDCAM sample datasets

description: This dataset is collected by UCalgary GeoSensorWebLab to evaluate GICEDCAM framework. The dataset's details are as follows:

Raw datasets: Include video, time-tagged recording datasets of four scenarios.

Processed datasets: Include object detection, tracking and projected datasets in UTM CRS, as well as annotated videos.

The scenarios are as follows:






#



Scenario



Camera Locations





1



A person picks up the bottle from the chair in Room 361, then passes 361B corridor, then pours it into the mug located on the shelf in 361A



F, A, E





2



A person enters corridor 361B and picks up the bottle next to the printer. Then enter corridor 361Z and exit it. Then, enter 301Z and put the bottle on the bin door.



A, B, C





3



Roundabout right-of-way violation: A motorbike enters the roundabout SQ from street C1 before a car enters the roundabout SQ from street B1. Then, the car blocks the motorbike's path and leaves the Square earlier than the motorbike.



International University - VNU-HCM roundabout





4



A person picks up the bottle from the table, moves to the door, opens the door, and exits corridor 361B. Every time a mandatory error is added to the spatial event (persons pick up the bottle). Occultation, losing track, and false negative object detection. 



A





 

Note: Please cite the GICEDCAM paper if you want to use the dataset. The dataset is prepared only for research purposes.
DOI: 10.15468/dl.tyftak
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gila coerulea)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 65 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048930-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d5525k
title: Occurrence Download

description: A dataset containing 1646 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Kinosternon sonoriense Le Conte, 1854)"
 ]
}

 The dataset includes 1646 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003645-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.