cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/uschist-c104-282731
title: Commencement, USC, 1991 & 1992

description: 169 photographs of commencement, University of Southern California, Alumni Park, USC, 1991 May 9 & 1992 May 8. Present were Peter V. Ueberroth (speaker and honorary degree recipient, 1991), David H. Blackwell (honorary degree recipient, 1992), Kirk Douglas (honorary degree recipient, 1992), Janet Davidson Rowley (honorary degree recipient, 1992), James H. Zumberge (honorary degree recipient, 1992)
DOI: 10.25549/uschist-c104-282732
title: Commencement, USC, 1991 & 1992

description: 169 photographs of commencement, University of Southern California, Alumni Park, USC, 1991 May 9 & 1992 May 8. Present were Peter V. Ueberroth (speaker and honorary degree recipient, 1991), David H. Blackwell (honorary degree recipient, 1992), Kirk Douglas (honorary degree recipient, 1992), Janet Davidson Rowley (honorary degree recipient, 1992), James H. Zumberge (honorary degree recipient, 1992)
DOI: 10.25549/uschist-c104-282735
title: Commencement, USC, 1991 & 1992

description: 169 photographs of commencement, University of Southern California, Alumni Park, USC, 1991 May 9 & 1992 May 8. Present were Peter V. Ueberroth (speaker and honorary degree recipient, 1991), David H. Blackwell (honorary degree recipient, 1992), Kirk Douglas (honorary degree recipient, 1992), Janet Davidson Rowley (honorary degree recipient, 1992), James H. Zumberge (honorary degree recipient, 1992)
DOI: 10.25549/uschist-c104-282738
title: Commencement, USC, 1991 & 1992

description: 169 photographs of commencement, University of Southern California, Alumni Park, USC, 1991 May 9 & 1992 May 8. Present were Peter V. Ueberroth (speaker and honorary degree recipient, 1991), David H. Blackwell (honorary degree recipient, 1992), Kirk Douglas (honorary degree recipient, 1992), Janet Davidson Rowley (honorary degree recipient, 1992), James H. Zumberge (honorary degree recipient, 1992)
DOI: 10.25549/uschist-c104-282746
title: Commencement, USC, 1991 & 1992

description: 169 photographs of commencement, University of Southern California, Alumni Park, USC, 1991 May 9 & 1992 May 8. Present were Peter V. Ueberroth (speaker and honorary degree recipient, 1991), David H. Blackwell (honorary degree recipient, 1992), Kirk Douglas (honorary degree recipient, 1992), Janet Davidson Rowley (honorary degree recipient, 1992), James H. Zumberge (honorary degree recipient, 1992)
DOI: 10.25549/uschist-c104-282756
title: Commencement, USC, 1991 & 1992

description: 169 photographs of commencement, University of Southern California, Alumni Park, USC, 1991 May 9 & 1992 May 8. Present were Peter V. Ueberroth (speaker and honorary degree recipient, 1991), David H. Blackwell (honorary degree recipient, 1992), Kirk Douglas (honorary degree recipient, 1992), Janet Davidson Rowley (honorary degree recipient, 1992), James H. Zumberge (honorary degree recipient, 1992)
DOI: 10.25549/uschist-c104-282775
title: Commencement, USC, 1991 & 1992

description: 169 photographs of commencement, University of Southern California, Alumni Park, USC, 1991 May 9 & 1992 May 8. Present were Peter V. Ueberroth (speaker and honorary degree recipient, 1991), David H. Blackwell (honorary degree recipient, 1992), Kirk Douglas (honorary degree recipient, 1992), Janet Davidson Rowley (honorary degree recipient, 1992), James H. Zumberge (honorary degree recipient, 1992)
DOI: 10.25549/uschist-c104-286958
title: Alvin Rudisill & others speak in classroom, USC, 1990-1992

description: 7 photographs of Alvin Rudisill (USC faculty and university chaplain) and others lecturing to classroom of adults, University of Southern California, Los Angeles, California, USA, 1990 December - 1992 May.
DOI: 10.25549/uschist-c104-288816
title: Steven Sample at food drive, USC, 1990-1992

description: 7 photographs of Steven Sample at with a group of volunteers? helping with a university food drive ?, University of Southern California, Los Angeles, California, USA, 1990 December - 1992 May.
DOI: 10.25549/uschist-c104-282601
title: Steven Sample lunches with students, USC, 1990-1992

description: 11 photographs of USC president Steven Sample conversing with students at lunch in a cafeteria, University of Southern California, Los Angeles, California, USA, 1990 December - 1992 May.
DOI: 10.25549/uschist-c104-287330
title: Steven Sample speech & program, Bovard Auditorium, USC, 1990-1992

description: 6 photographs of Steven Sample speaking from stage occupied by five other men and a choir behind them, Bovard Auditoirum, 3551 Trousdale Parkway, University of Southern California, Los Angeles, California, USA, 1990 December - 1992 May.
DOI: 10.25549/uschist-c104-287333
title: Steven Sample speech & program, Bovard Auditorium, USC, 1990-1992

description: 6 photographs of Steven Sample speaking from stage occupied by five other men and a choir behind them, Bovard Auditoirum, 3551 Trousdale Parkway, University of Southern California, Los Angeles, California, USA, 1990 December - 1992 May.
DOI: 10.25549/uschist-c104-286490
title: USC president Steven Sample standing near Mudd Hall, ca.2001

description: 2 photographs (one retouched) of University of Southern California president, Steven Sample, standing near Mudd Hall of Philosophy, USC, 2001 July 27 [?].
DOI: 10.25549/uschist-c104-286504
title: USC president Steven Sample & wife Kathryn, ca.2000

description: 13 photographs (by Livzey) of University of Southern California president, Steven Sample, with his wife, Kathryn, various locations, ca.2000 February 2.
DOI: 10.25549/uschist-c104-286505
title: USC president Steven Sample & wife Kathryn, ca.2000

description: 13 photographs (by Livzey) of University of Southern California president, Steven Sample, with his wife, Kathryn, various locations, ca.2000 February 2.
DOI: 10.25549/uschist-c104-282323
title: USC president-elect Steven Sample, on campus at the time of his selection, ca.1991

description: 16 photographs of University of Southern California president-elect, Steven Sample, at the time of his selection as president, USC, ca.1991. Also pictured are Warren Bennis, Sol Golomb, Jack Horton, Kathryn Sample, Forrest Shumway, and James Zumberge.
DOI: 10.5281/zenodo.18704165
title: CAMBER Dataset – Road Survey Video #2

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: 6.48 km
- Geographic coordinates: WGS84 (EPSG:4326)

**Temporal Coverage:**
- Recording date: 2026-02-19 19:58:04 UTC
- Duration: 0.61 hours

**Processing Information:**
- Video ID: 2
- Processing status: Pending
- Safety assessment: Green (Totally Safe)
- Associated Route ID: 2

**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.18704164
title: CAMBER Dataset – Road Survey Video #2

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: 6.48 km
- Geographic coordinates: WGS84 (EPSG:4326)

**Temporal Coverage:**
- Recording date: 2026-02-19 19:58:04 UTC
- Duration: 0.61 hours

**Processing Information:**
- Video ID: 2
- Processing status: Pending
- Safety assessment: Green (Totally Safe)
- Associated Route ID: 2

**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: 10.25549/uschist-c104-287413
title: USC president's estate, San Marino, California, 2009

description: 26 photographs of the University of Southern California President's house and grounds, Seeley Mudd Estate, 1550 Oak Grove Avenue, San Marino, California, 2009 August 6.
DOI: 10.25549/uschist-c104-287416
title: USC president's estate, San Marino, California, 2009

description: 26 photographs of the University of Southern California President's house and grounds, Seeley Mudd Estate, 1550 Oak Grove Avenue, San Marino, California, 2009 August 6.
DOI: 10.25549/uschist-c104-287418
title: USC president's estate, San Marino, California, 2009

description: 26 photographs of the University of Southern California President's house and grounds, Seeley Mudd Estate, 1550 Oak Grove Avenue, San Marino, California, 2009 August 6.
DOI: 10.25549/uschist-c104-284432
title: Gallery of first ladies, USC, 2005-2007

description: 13 photographs of parts of the Gallery of first ladies, 2nd floor, Bovard Administration Building, University of Southern California, between 2005 and 2007. Includes images of Helen Elizabeth Rummens Topping, Kathryn Brunkow Sample, and details of the lettering on the walls.
DOI: 10.25549/uschist-c104-283444
title: USC President Sample undated holiday card images

description: 7 photographs of various University of Southern California sites for possible use in the annual holiday card from USC President Steven Sample. Included are images from the Von Kleinsmid Center, Bovard Administration Building, and Doheny Memorial Library. Photographs date from 2003-2008 or earlier.
DOI: 10.25549/uschist-c104-282778
title: Commencement, USC, 1991 & 1992

description: 169 photographs of commencement, University of Southern California, Alumni Park, USC, 1991 May 9 & 1992 May 8. Present were Peter V. Ueberroth (speaker and honorary degree recipient, 1991), David H. Blackwell (honorary degree recipient, 1992), Kirk Douglas (honorary degree recipient, 1992), Janet Davidson Rowley (honorary degree recipient, 1992), James H. Zumberge (honorary degree recipient, 1992)
DOI: 10.5517/ccdc.csd.cc2jsfnf
title: CCDC 2347185: Experimental Crystal Structure Determination

description: Related Article: Rishukumar Panday, Dipti R. Naphade, Anirudh Sowmiyanarayanan, Balu Praveenkumar, Alexander Steiner, Adam Sieradzki, Jan K. Zaręba, Thomas D. Anthopoulos, Ramamoorthy Boomishankar|2025|Chem.Mater.|37|2889|doi:10.1021/acs.chemmater.5c00181
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jsfpg
title: CCDC 2347186: Experimental Crystal Structure Determination

description: Related Article: Rishukumar Panday, Dipti R. Naphade, Anirudh Sowmiyanarayanan, Balu Praveenkumar, Alexander Steiner, Adam Sieradzki, Jan K. Zaręba, Thomas D. Anthopoulos, Ramamoorthy Boomishankar|2025|Chem.Mater.|37|2889|doi:10.1021/acs.chemmater.5c00181
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25549/uschist-c104-284494
title: Interview of Steven Sample and Kathryn Sample, USC, 1990-1992

description: 6 photographs of Steven Sample (USC president) and his wife Kathryn Sample, being interviewed, University of Southern California, Los Angeles, California, USA, 1990 December - 1992 May.
DOI: 10.5517/ccdc.csd.cc2jsfqh
title: CCDC 2347187: Experimental Crystal Structure Determination

description: Related Article: Rishukumar Panday, Dipti R. Naphade, Anirudh Sowmiyanarayanan, Balu Praveenkumar, Alexander Steiner, Adam Sieradzki, Jan K. Zaręba, Thomas D. Anthopoulos, Ramamoorthy Boomishankar|2025|Chem.Mater.|37|2889|doi:10.1021/acs.chemmater.5c00181
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jsfrj
title: CCDC 2347188: Experimental Crystal Structure Determination

description: Related Article: Rishukumar Panday, Dipti R. Naphade, Anirudh Sowmiyanarayanan, Balu Praveenkumar, Alexander Steiner, Adam Sieradzki, Jan K. Zaręba, Thomas D. Anthopoulos, Ramamoorthy Boomishankar|2025|Chem.Mater.|37|2889|doi:10.1021/acs.chemmater.5c00181
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jsfsk
title: CCDC 2347189: Experimental Crystal Structure Determination

description: Related Article: Rishukumar Panday, Dipti R. Naphade, Anirudh Sowmiyanarayanan, Balu Praveenkumar, Alexander Steiner, Adam Sieradzki, Jan K. Zaręba, Thomas D. Anthopoulos, Ramamoorthy Boomishankar|2025|Chem.Mater.|37|2889|doi:10.1021/acs.chemmater.5c00181
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jsftl
title: CCDC 2347190: Experimental Crystal Structure Determination

description: Related Article: Rishukumar Panday, Dipti R. Naphade, Anirudh Sowmiyanarayanan, Balu Praveenkumar, Alexander Steiner, Adam Sieradzki, Jan K. Zaręba, Thomas D. Anthopoulos, Ramamoorthy Boomishankar|2025|Chem.Mater.|37|2889|doi:10.1021/acs.chemmater.5c00181
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jsfvm
title: CCDC 2347191: Experimental Crystal Structure Determination

description: Related Article: Rishukumar Panday, Dipti R. Naphade, Anirudh Sowmiyanarayanan, Balu Praveenkumar, Alexander Steiner, Adam Sieradzki, Jan K. Zaręba, Thomas D. Anthopoulos, Ramamoorthy Boomishankar|2025|Chem.Mater.|37|2889|doi:10.1021/acs.chemmater.5c00181
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jsfwn
title: CCDC 2347192: Experimental Crystal Structure Determination

description: Related Article: Rishukumar Panday, Dipti R. Naphade, Anirudh Sowmiyanarayanan, Balu Praveenkumar, Alexander Steiner, Adam Sieradzki, Jan K. Zaręba, Thomas D. Anthopoulos, Ramamoorthy Boomishankar|2025|Chem.Mater.|37|2889|doi:10.1021/acs.chemmater.5c00181
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25549/uschist-c104-286587
title: Steven Sample introduced to USC, 1990-1992

description: 15 photographs of Steven Sample (USC president) and his wife Kathryn Sample, being introduced around the University of Southern California, Los Angeles, California, USC, 1990 December - 1992 May. Locales include Trousdale Parkway in front of Bovard Administration Building and Foyer of Town and Gown. Also pictured: Dann V. Angeloff (USC trustee: #011 (front table, head down)), Warren Bennis (#015), Marshall Cohen (USC faculty: #011 (front table, bald with glasses)), Martha Harris (associate vice president of University Public Relations: #008 (behind Sample)), Jack Horton (USC president's selection committee: #005), Cornelius Pings (USC provost: #015-#018 (beside Steven Sample in receiving line)), Kathryn Sample (Steven Sample's wife: #008-#010, #012-#014, #016-#017, #019-#021), Kenneth Servis (USC chemistry faculty: #015-#017 (in line after woman), #021), Forrest Shumway (board of trustees chair: #005, #009-#010, #012-#015), Leonard Silverman (USC engineering faculty: #011 (front table, no beard, behind Cohen)), Sylvester Whitaker (#018 (shaking hands with Steven Sample)), Walter Wolf (faculty senate president: #015 (far right), #017), James Zumberg (past USC president: #009-#010 (far right), #019).
DOI: 10.5517/ccdc.csd.cc2jsfxp
title: CCDC 2347193: Experimental Crystal Structure Determination

description: Related Article: Rishukumar Panday, Dipti R. Naphade, Anirudh Sowmiyanarayanan, Balu Praveenkumar, Alexander Steiner, Adam Sieradzki, Jan K. Zaręba, Thomas D. Anthopoulos, Ramamoorthy Boomishankar|2025|Chem.Mater.|37|2889|doi:10.1021/acs.chemmater.5c00181
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jsfyq
title: CCDC 2347194: Experimental Crystal Structure Determination

description: Related Article: Rishukumar Panday, Dipti R. Naphade, Anirudh Sowmiyanarayanan, Balu Praveenkumar, Alexander Steiner, Adam Sieradzki, Jan K. Zaręba, Thomas D. Anthopoulos, Ramamoorthy Boomishankar|2025|Chem.Mater.|37|2889|doi:10.1021/acs.chemmater.5c00181
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2kr7rb
title: CCDC 2375832: Experimental Crystal Structure Determination

description: Related Article: Rishukumar Panday, Dipti R. Naphade, Anirudh Sowmiyanarayanan, Balu Praveenkumar, Alexander Steiner, Adam Sieradzki, Jan K. Zaręba, Thomas D. Anthopoulos, Ramamoorthy Boomishankar|2025|Chem.Mater.|37|2889|doi:10.1021/acs.chemmater.5c00181
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2qb306
title: CCDC 2512147: Experimental Crystal Structure Determination

description: Related Article: Saskia Münzner, Erica Brendler, Jörg Wagler
|2026|Inorganics|14|20|doi:10.3390/inorganics14010020
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2qb317
title: CCDC 2512148: Experimental Crystal Structure Determination

description: Related Article: Saskia Münzner, Erica Brendler, Jörg Wagler
|2026|Inorganics|14|20|doi:10.3390/inorganics14010020
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.