cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.uq5wcv
title: Occurrence Download

description: A dataset containing 3710 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 2853c0e7-c758-4c9c-83a2-7c2d18967fb9",
 "TaxonKey is Alchemilla"
 ]
}

 The dataset includes 3710 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030199-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-ouc1sto1848156
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-ouc1sto1848148
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-ouc1sto743287
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-ouc1sto744297
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-ouc1sto743778
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-ouc1sto744323
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-ouc1sto745008
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-ouc1sto743720
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: 10.15468/dl.h2xkvc
title: Occurrence Download

description: A dataset containing 466 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phycitodes lacteella",
 "HasCoordinate is true"
 ]
}

 The dataset includes 466 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030200-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-ouc1sto743754
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-ouc1sto743299
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-ouc1sto743432
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-ouc1sto743483
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-ouc1sto745026
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/hbm787.hxjd.658
title: LC-MS data from the kidney (right) of a 21-year-old white male
DOI: 10.25549/uschist-c104-283614
title: USC trustee delegation trip to China, 2006-05-25: Shanghai museum visit

description: 54 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-c104-283616
title: USC trustee delegation trip to China, 2006-05-25: Shanghai museum visit

description: 54 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: 10.5066/p14eapjs
title: Ground Penetrating Radar (GPR) Surveys in and near Lava Beds National Monument in Northern California, USA in 2022 and 2024

description: Ground Penetrating Radar (GPR) surveys were conducted in and around the Lava Beds National Monument in northern CA during two field expeditions, in June of 2022 and May of 2024. These surveys collected GPR data using various antenna frequencies and multiple survey styles in varied geologic terrains. Types of terrain surveyed include inside of- and over lava tubes, on volcanic deposits ranging from basaltic lava flows to pumice-obsidian flows, over void structures and faults, and over layered deposits of varying geologic origin. The survey types conducted include Common-Offset and two types of Multi-Offset surveys: Common Midpoint and Wide Angle Reflection and Refraction (WARR).
DOI: 10.35079/hbm889.btpg.943
title: LC-MS data from the kidney (left) of a 45-year-old white female
DOI: 10.25549/uschist-ouc1sto743318
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-ouc1sto743829
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: 10.15468/dl.zucstv
title: Occurrence Download

description: A dataset containing 6923 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anania verbascalis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6923 records from 236 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030202-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.35079/hbm986.lwfs.539
title: LC-MS data from the kidney (left) of a 73-year-old white female
DOI: 10.25549/uschist-ouc1sto1846975
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-ouc1sto743336
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-ouc1sto1871981
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/hbm482.khhj.692
title: LC-MS data from the kidney (left) of a 47-year-old white male
DOI: 10.25549/uschist-c104-278874
title: USC Trojan band, [1924]

description: University of Southern California Trojan Band / Harold William Roberts, director. Hollywood, California, USA: Hollywood Record Company (matrix 233 and 236), [1924]. 78-rpm private phonograph record. Contents: [Trojan cheer] -- Medley march / Morrie Streeter, arranger -- All hail (Alma mater) / Al Wesson, composer (Howard Coy, vocal refrain).
DOI: 10.5281/zenodo.18703510
title: Micro Bacterial Colonies curated agar plate dataset (COCO annotations)

description: This deposit contains a frozen snapshot of the “Micro Colonies” curated dataset exported from Roboflow in both COCO and YOLOv8 formats. The dataset includes 165 agar-plate images with 1,801 annotated bacterial colonies across three bacterial species, organized into predefined train, validation, and test splits.

 

COCO annotations are provided as JSON files located at "train/_annotations.coco.json", "valid/_annotations.coco.json", "test/_annotations.coco.json".

YOLOv8 format is provided with images under "{train,valid,test}/images/" and label files under "{train,valid,test}/labels/", with dataset configuration in data.yaml

 

This snapshot is intended to support reproducibility of the experiments reported in the associated manuscript on deep learning based bacterial colony detection and classification.
DOI: 10.35079/hbm382.trnn.458
title: LC-MS data from the kidney (right) of a 58-year-old white female
DOI: 10.25549/uschist-c104-278875
title: USC Trojan band, [1924]

description: University of Southern California Trojan Band / Harold William Roberts, director. Hollywood, California, USA: Hollywood Record Company (matrix 233 and 236), [1924]. 78-rpm private phonograph record. Contents: [Trojan cheer] -- Medley march / Morrie Streeter, arranger -- All hail (Alma mater) / Al Wesson, composer (Howard Coy, vocal refrain).
DOI: 10.35079/hbm229.vchh.358
title: LC-MS data from the kidney (left) of a 58-year-old black or african american male
DOI: 10.5281/zenodo.18703589
title: CAMBER Dataset – Road Survey Video #7

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 18:46:57 UTC
- Duration: 0.93 hours

**Processing Information:**
- Video ID: 7
- Processing status: Pending
- Safety assessment: Green (Totally Safe)
- Associated Route ID: 12

**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.18703588
title: CAMBER Dataset – Road Survey Video #7

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 18:46:57 UTC
- Duration: 0.93 hours

**Processing Information:**
- Video ID: 7
- Processing status: Pending
- Safety assessment: Green (Totally Safe)
- Associated Route ID: 12

**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.nzefp6
title: Occurrence Download

description: A dataset containing 4416 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Etiella zinckenella",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4416 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030204-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48432/vhmqzs
title: Dados de origem e produção de cana-de-açúcar (biomassa) para produção de etanol da Usina Granelli para a Política Nacional de Biocombustível (RenovaBio).

description: A Política Nacional de Biocombustível (RenovaBio) é um programa de promoção da produção de biocombustíveis e a redução das emissões de CO2 do país, por meio, da substituição de combustíveis fósseis por energia renovável. Na RenovaBio tem-se a comercialização de Créditos de Descarbonização (CBIO), cada CBIO corresponde a uma tonelada de carbono que deixa de ir para a atmosfera. Os CBIOs são emitidos por usinas produtoras ou por importadores de biocombustíveis certificadas pela Agência Nacional do Petróleo, Gás Natural e Biocombustíveis (ANP). Assim, empresas que emitem grandes quantidades de CO2 podem comprar CBIOs a fim de compensar essas emissões. No processo de certificação da produção de biocombustíveis serão atribuídas notas para cada produtor e importador de biocombustível, em valor inversamente proporcional à intensidade de carbono do biocombustível produzido (Nota de Eficiência Energético-Ambiental). O objetivo dessa nota é refletir a contribuição individual de cada produtor ou importador de biocombustíveis na redução de emissões de gases de efeito estufa, em toneladas de CO2, correspondente ao consumo equivalente em combustível fóssil. O processo de certificação da produção de biocombustíveis, também, considera a origem da biomassa energética matéria-prima do biocombustível. Este banco de dados (dataset) foi criado, justamente, para armazenar e, posteriormente, disponibilizar as informações referentes a origem da cana-de-açúcar para produção do etanol, sendo que, para biomassa produzida em território nacional somente será considerada a matéria-prima produzida em imóvel com Cadastro Ambiental Rural (CAR) ativo ou pendente e sem desmatamento de vegetação nativa a partir dos marcos legais do RenovaBio.
DOI: 10.15468/dl.9ruc2t
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Holacanthus xanthotis Fraser-Brunner, 1950"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000715-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12553729
title: Dataset: VanEck Gaming ETF (BJK) 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.12553730
title: Dataset: VanEck Gaming ETF (BJK) 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: 10.15468/dl.87ehc9
title: Occurrence Download

description: A dataset containing 292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hemibrycon dentatus (Eigenmann, 1913)"
 ]
}

 The dataset includes 292 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000717-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12553731
title: Dataset: BJ's Restaurants, Inc. (BJRI) 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.12553732
title: Dataset: BJ's Restaurants, Inc. (BJRI) 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.12553735
title: Dataset: Global X Blockchain ETF (BKCH) 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.12553736
title: Dataset: Global X Blockchain ETF (BKCH) 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.12553739
title: Dataset: Black Hawk Acquisition Corporation (BKHA) 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.12553740
title: Dataset: Black Hawk Acquisition Corporation (BKHA) 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.12553745
title: Dataset: Black Hawk Acquisition Corporation (BKHAR) 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.12553746
title: Dataset: Black Hawk Acquisition Corporation (BKHAR) 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.