cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18703332
title: Dataset on Ex Officio Investigations at the Brazilian Supreme Federal Court (2019–2024): Anonymized Ethical Database

description: This dataset contains anonymized data on ex officio investigations initiated by the Brazilian Supreme Federal Court (STF) between 2019 and 2024.

The database was independently compiled, structured, and curated by Ana Maria Galbier for academic and scientific research purposes. All personal identifiers and sensitive information were removed to ensure ethical compliance and data protection.

The dataset aims to support empirical research on judicial behavior, procedural duration, institutional transparency, and constitutional practices within the Brazilian judiciary.

This anonymized database is made openly available to promote transparency, reproducibility, and open science.
DOI: 10.5281/zenodo.18703331
title: Dataset on Ex Officio Investigations at the Brazilian Supreme Federal Court (2019–2024): Anonymized Ethical Database

description: This dataset contains anonymized data on ex officio investigations initiated by the Brazilian Supreme Federal Court (STF) between 2019 and 2024.

The database was independently compiled, structured, and curated by Ana Maria Galbier for academic and scientific research purposes. All personal identifiers and sensitive information were removed to ensure ethical compliance and data protection.

The dataset aims to support empirical research on judicial behavior, procedural duration, institutional transparency, and constitutional practices within the Brazilian judiciary.

This anonymized database is made openly available to promote transparency, reproducibility, and open science.
DOI: 10.35079/hbm787.gmhs.248
title: LC-MS data from the kidney (right) of a 44-year-old white female
DOI: 10.15468/dl.du3zaj
title: Occurrence Download

description: A dataset containing 46846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calliphlox mitchellii",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "HasCoordinate is true"
 ]
}

 The dataset includes 46846 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030206-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-ouc12567720
title: Bovard Administration Building, USC, 1950s-2008

description: 57 photographs of George Finley Bovard Administration Building, University Avenue and later 3551 Trousdale Parkway, University of Southern California, 1950s, 1997, 2002, 2004, 2005, 2006, & 2008. Images include busy pedestrian and automobile traffic in front of the building in the 1950s, students posing and talking near the building, iconic and striking images of the main tower at day and at night, a 360-degree view, the adjacent student union building and the tower of Waite Phillips Hall, and the skyscrapers of downtown Los Angeles in the background. Credits: #3/18 copyright Accusoft; #7/5, #7/6, #7/10, #7/11, #7/12, #7/16, #7/24, #7/27 by Dietmar Quistorf; #8/5, #8/7, #8/10, #8/11, #8/12, #8/13, #8/50, #8/120, #8/127, #8/128, #8/129, #8/135; #8/136, #8/137, #8/139, #8/140, #8/143, #8/144, #8/146, #8/147, #8/171, #8/178, #8/191, #9/192, #62/66 by Philip Channing; #62/109, #62/111 uncredited.
DOI: 10.25549/uschist-c104-284860
title: Students outside, USC, 1997-2006

description: 42 photographs of students outside on the campus of the University of Southern California, 1997, 2004, & 2006. Students are shown talking, walking, studying, bicyling, practicing, posing, socializing, acting, and working primarily on campus. Credit: photos #8/47, #8/66, #8/67, #8/118, #8/157, #8/158, #8/163, #8/172, #8/182, #8/190, #8/203, #8/207 by Philip Channing.
DOI: 10.25549/uschist-c104-286713
title: Students and professors in learning interior environments, USC, 1997-2006

description: 69 photographs of students and professors inside various buildings at the University of Southern California, 1997, 2002 August 29, 2004 June 21, 2005 October 3, 2006 March 1, & 2006 April 6. Students are shown studying, talking and learning in social locations, hallways, libraries, computer labs, lecture halls, classrooms, laboratories, and dormatories. Credit: photo #8/173 by Philip Channing.
DOI: 10.25549/uschist-c104-286714
title: Students and professors in learning interior environments, USC, 1997-2006

description: 69 photographs of students and professors inside various buildings at the University of Southern California, 1997, 2002 August 29, 2004 June 21, 2005 October 3, 2006 March 1, & 2006 April 6. Students are shown studying, talking and learning in social locations, hallways, libraries, computer labs, lecture halls, classrooms, laboratories, and dormatories. Credit: photo #8/173 by Philip Channing.
DOI: 10.25549/uschist-c104-289225
title: Aerial views of the USC campus, 1950s-2005

description: 6 photographs of an aerial view of the University of Southern California campus. Two images from the 1950s (one a cropped version of the other). Two images from 2002 October 28 (different color casts). Two images from 2005 January 15 (one a black and white cropped version of the color one).
DOI: 10.35079/hbm973.qqxl.369
title: LC-MS data from the kidney (left) of a 61-year-old white female
DOI: 10.15468/dl.8kqfde
title: Occurrence Download

description: A dataset containing 67540 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Armadillidium vulgare"
 ]
}

 The dataset includes 67540 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030191-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/jbtakd
title: Diagnostic performance of periapical radiography and two CBCT systems for detection of the middle mesial canal in mandibular molars

description: This study evaluated the performance of periapical radiography and two cone-beam computed tomography systems in the detection of the middle mesial canal in mandibular molars.
DOI: 10.34740/kaggle/dsv/14892530
title: Market Prices of Commodities in South Tangerang
DOI: 10.35079/hbm858.trvj.554
title: LC-MS data from the kidney (left) of a 76-year-old white female
DOI: 10.5281/zenodo.18703618
title: CAMBER Dataset – Road Survey Video #8

description: This dataset contains road survey video recordings collected within the CAMBER - European Road Infrastructure Monitoring Project. The videos capture forward-facing visual information on road infrastructure condition, including pavement defects, surface degradation, and road furniture elements.

**Data Generation Method:**
The video was recorded using mobile devices during road monitoring campaigns. Video frames were processed using YOLO-based computer vision models to detect road malfunctions including potholes, manholes, and speed breakers. Detections were geo-referenced using synchronized GPS track data.

**Type of Data:** Video / Image sequences

**Data Format(s):** MP4 (video), CSV (detection results), GPX (GPS track)

**Spatial Coverage:**
- Route distance: 10.90 km
- Geographic coordinates: WGS84 (EPSG:4326)

**Temporal Coverage:**
- Recording date: 2026-02-19 18:50:22 UTC
- Duration: 0.93 hours

**Processing Information:**
- Video ID: 8
- Processing status: Pending
- Safety assessment: Green (Totally Safe)
- Associated Route ID: 13

**Machine Learning Model:**
- Model: models/Yolov8-fintuned-on-potholes.pt
- Detected classes: manhole,pothole,speedbreaker,potholes
- Confidence threshold: 0.45
- Minimum track age: 5 frames

**Data Access:**
The dataset files are stored on the CAMBER project infrastructure with S3-compatible storage. Zenodo serves as a persistent metadata record and DOI landing page. Access to the full dataset is provided via the related identifiers or upon request.

**Funding:**
This work was funded by the European Union under the Horizon Europe programme, Grant Agreement No. 101156387.
description: For access requests, technical questions, or further information about this dataset, please contact: data@camber-project.eu

Project website: https://camber-project.eu (TODO: Update with actual URL)
DOI: 10.5281/zenodo.18703619
title: CAMBER Dataset – Road Survey Video #8

description: This dataset contains road survey video recordings collected within the CAMBER - European Road Infrastructure Monitoring Project. The videos capture forward-facing visual information on road infrastructure condition, including pavement defects, surface degradation, and road furniture elements.

**Data Generation Method:**
The video was recorded using mobile devices during road monitoring campaigns. Video frames were processed using YOLO-based computer vision models to detect road malfunctions including potholes, manholes, and speed breakers. Detections were geo-referenced using synchronized GPS track data.

**Type of Data:** Video / Image sequences

**Data Format(s):** MP4 (video), CSV (detection results), GPX (GPS track)

**Spatial Coverage:**
- Route distance: 10.90 km
- Geographic coordinates: WGS84 (EPSG:4326)

**Temporal Coverage:**
- Recording date: 2026-02-19 18:50:22 UTC
- Duration: 0.93 hours

**Processing Information:**
- Video ID: 8
- Processing status: Pending
- Safety assessment: Green (Totally Safe)
- Associated Route ID: 13

**Machine Learning Model:**
- Model: models/Yolov8-fintuned-on-potholes.pt
- Detected classes: manhole,pothole,speedbreaker,potholes
- Confidence threshold: 0.45
- Minimum track age: 5 frames

**Data Access:**
The dataset files are stored on the CAMBER project infrastructure with S3-compatible storage. Zenodo serves as a persistent metadata record and DOI landing page. Access to the full dataset is provided via the related identifiers or upon request.

**Funding:**
This work was funded by the European Union under the Horizon Europe programme, Grant Agreement No. 101156387.
description: For access requests, technical questions, or further information about this dataset, please contact: data@camber-project.eu

Project website: https://camber-project.eu (TODO: Update with actual URL)
DOI: 10.15468/dl.7f8b8v
title: Occurrence Download

description: A dataset containing 17613 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Elevation 1186.0-4715.0m",
 "GbifRegion is Latin America and the Caribbean",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "StateProvince is one of (Tungurahua, Cotopaxi, Pastaza, Napo)"
 ]
}

 The dataset includes 17613 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030207-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-ouc1sto1848146
title: USC: The Daily Trojan, 1912-

description: The student newspaper, known as the Daily Trojan (since 1925) is usually published Monday through Friday during the regular school term (typically September through May). During the summer, the Summer Trojan (so named initially in 1950), is usually published once per week.
DOI: 10.25549/uschist-ouc1sto744124
title: USC: The Daily Trojan, 1912-

description: The student newspaper, known as the Daily Trojan (since 1925) is usually published Monday through Friday during the regular school term (typically September through May). During the summer, the Summer Trojan (so named initially in 1950), is usually published once per week.
DOI: 10.25549/uschist-ouc1sto743822
title: USC: The Daily Trojan, 1912-

description: The student newspaper, known as the Daily Trojan (since 1925) is usually published Monday through Friday during the regular school term (typically September through May). During the summer, the Summer Trojan (so named initially in 1950), is usually published once per week.
DOI: 10.35079/hbm227.jbrf.536
title: LC-MS data from the kidney (left) of a 56-year-old white male
DOI: 10.25549/uschist-ouc1sto743288
title: USC: The Daily Trojan, 1912-

description: The student newspaper, known as the Daily Trojan (since 1925) is usually published Monday through Friday during the regular school term (typically September through May). During the summer, the Summer Trojan (so named initially in 1950), is usually published once per week.
DOI: 10.25549/uschist-ouc1sto744989
title: USC: The Daily Trojan, 1912-

description: The student newspaper, known as the Daily Trojan (since 1925) is usually published Monday through Friday during the regular school term (typically September through May). During the summer, the Summer Trojan (so named initially in 1950), is usually published once per week.
DOI: 10.35079/hbm756.wvrm.299
title: LC-MS data from the kidney (left) of a 62-year-old white male
DOI: 10.15468/dl.d62ha8
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aethes bilbaensis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 261 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030210-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.35079/hbm735.slrq.796
title: LC-MS data from the kidney (right) of a 55-year-old white male
DOI: 10.25549/uschist-c104-286631
title: Steven Sample riding a bicycle, USC Trustee Conference, 2006

description: 3 photographs of Steven Sample (10th USC president, 1982-1991) riding a bicycle, USC Trustee Conference, 2006. He is riding a black "police" bicycle in 2 images and a yellow "EV warrior" bicycle in the other.
DOI: 10.15468/dl.5hf4rt
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Specimen, Living Specimen, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "TaxonKey is Townsendia rothrockii"
 ]
}

 The dataset includes 251 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030209-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-c104-286632
title: Steven Sample riding a bicycle, USC Trustee Conference, 2006

description: 3 photographs of Steven Sample (10th USC president, 1982-1991) riding a bicycle, USC Trustee Conference, 2006. He is riding a black "police" bicycle in 2 images and a yellow "EV warrior" bicycle in the other.
DOI: 10.25549/uschist-c104-285131
title: USC trustee delegation trip to China, 2006-05-25: Shanghai museum meal

description: 34 photographs of the University of Southern California trustee delegation in Shanghai, China, 2006 May 25. Visit to a furniture and sculpture museum, including a musical performance and a dance performance. Trustees and protocol contingent pictured include: Charles Bolden, George Boone, MaryLou Boone, Kathleen McCarthy, Frank Price, Katherine Price, Edward Roski, Gayle Roski, Valerie Sugar, David Tappan, William Wong, Jeff Zhao.
DOI: 10.25549/uschist-c104-285135
title: USC trustee delegation trip to China, 2006-05-25: Shanghai museum meal

description: 34 photographs of the University of Southern California trustee delegation in Shanghai, China, 2006 May 25. Visit to a furniture and sculpture museum, including a musical performance and a dance performance. Trustees and protocol contingent pictured include: Charles Bolden, George Boone, MaryLou Boone, Kathleen McCarthy, Frank Price, Katherine Price, Edward Roski, Gayle Roski, Valerie Sugar, David Tappan, William Wong, Jeff Zhao.
DOI: 10.15468/dl.cqfrfa
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003920-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjrdqy
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024558-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69ux5w
title: Occurrence Download

description: A dataset containing 1124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((60 -10,155 -10,155 50,60 50,60 -10))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Themeda triandra Forssk."
 ]
}

 The dataset includes 1124 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056204-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9hdfv
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007739-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tgsnij
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003815-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.emqmfd
title: Occurrence Download

description: A dataset containing 312 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fauna y Flora asociada al estudio de Impacto Ambiental del Proyecto Parque Eólico Guajira II"
 ]
}

 The dataset includes 312 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055985-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2saa7q
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022212-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gyo56o
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007713-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfvnpx
title: Occurrence Download

description: A dataset containing 19518952 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 19518952 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056096-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dctq9y
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020089-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pgubko
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007699-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3cmeb
title: Occurrence Download

description: A dataset containing 1012742260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 1012742260 records from 3718 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168161-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12553806
title: Dataset: Ballard Power Systems Inc. (BLDP) Stock Performance

description: This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.
DOI: 10.5281/zenodo.12553807
title: Dataset: Ballard Power Systems Inc. (BLDP) Stock Performance

description: This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.
DOI: 10.5281/zenodo.12553808
title: Dataset: bleuacacia ltd (BLEU) Stock Performance

description: This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.