cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18703636
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: 10.5281/zenodo.18505210
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: 10.25549/uschist-c104-286718
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-c104-286719
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: 10.35079/hbm565.bwvv.766
title: LC-MS data from the kidney (left) of a 72-year-old white male
DOI: 10.25549/uschist-c104-286516
title: Leavey Library, USC, 1997-2006

description: 16 photographs of Thomas and Dorothy Leavey Library, 650 West 35th Street, University of Southern California, 1997, 2004, 2005, & 2006. Included are images of the exterior (façade, reflecting pool, quad, bicycle parking) and interior (stairwell, study spaces, computer lab). Credits: photos #8/161, #8/162, #8/165, #8/170, #8/187 by Philip Channing.
DOI: 10.25549/uschist-c104-284420
title: Roski School of Fine Arts, USC, 1997-2006

description: 9 photographs of the Roski School of Fine Arts, University of Southern California, 1997 & 2005-2006. Included are images of Ray & Nadine Watt Hall of Architecture & Fine Arts (850 Bloom Walk), May Omerod Harris Hall (823-29 Exposition Boulevard), and students outside, in classrooms, workshops, and studios. Credit: photos #8/148, #8/204 by Philip Channing.
DOI: 10.35079/hbm478.gfgn.354
title: LC-MS data from the kidney (right) of a 66-year-old white male
DOI: 10.25549/uschist-c104-287877
title: Mudd Memorial Hall, USC, 1997-2006

description: 21 photographs of Seeley Wintersmith Mudd Memorial Hall of Philosophy, 3709 Trousdale Parkway, University of Southern California, 1997, 2002, 2004, 2005, & 2006. Includes exteriors (architectural details, clock tower, courtyard) and interiors (Hoose Library). Credits: photos #8/2, #8/3, #8/30, #8/31, #8/64, #8/132, #8/133 by Philip Channing; photos #62/350, #62/351 by Soo Shin (Warren Group).
DOI: 10.25549/uschist-c104-284865
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: 10.35079/hbm749.nvxx.826
title: LC-MS data from the kidney (right) of a 64-year-old white male
DOI: 10.15468/dl.jne9ce
title: Occurrence Download

description: A dataset containing 530 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is USGS Alaska Science Center Polar Bear Maternal Dens"
 ]
}

 The dataset includes 530 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030223-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-c104-284871
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-c104-284873
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-c104-284874
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: 10.35079/hbm226.pmts.227
title: LC-MS data from the kidney (right) of a 60-year-old white female
DOI: 10.25549/uschist-ouc12569690
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: 10.15468/dl.npdv5j
title: Occurrence Download

description: A dataset containing 207 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mydaus"
 ]
}

 The dataset includes 207 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030224-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-c104-287893
title: Widney Alumni House, USC, 1997-2008

description: 16 photographs of Widney Alumni House, 635 Childs Way, (built 1880, on [Athena Avenue?], before the building was later twice moved onto University Avenue), University of Southern California, 1997, 2002, 2005-2006, & 2008. Included are photographs of planning renderings, the building itself, California Historical Landmark no. 536 plaque (1955), and the adjacent John C. Argue Plaza and fountain. Credits: photo #8/164 by Philip Channing; photo #5/3 by Brian Thomas Jones.
DOI: 10.35079/hbm268.bjzr.769
title: LC-MS data from the kidney (right) of a 51-year-old white male
DOI: 10.25549/uschist-c104-287897
title: Widney Alumni House, USC, 1997-2008

description: 16 photographs of Widney Alumni House, 635 Childs Way, (built 1880, on [Athena Avenue?], before the building was later twice moved onto University Avenue), University of Southern California, 1997, 2002, 2005-2006, & 2008. Included are photographs of planning renderings, the building itself, California Historical Landmark no. 536 plaque (1955), and the adjacent John C. Argue Plaza and fountain. Credits: photo #8/164 by Philip Channing; photo #5/3 by Brian Thomas Jones.
DOI: 10.25549/uschist-c104-287870
title: Mudd Memorial Hall, USC, 1997-2006

description: 21 photographs of Seeley Wintersmith Mudd Memorial Hall of Philosophy, 3709 Trousdale Parkway, University of Southern California, 1997, 2002, 2004, 2005, & 2006. Includes exteriors (architectural details, clock tower, courtyard) and interiors (Hoose Library). Credits: photos #8/2, #8/3, #8/30, #8/31, #8/64, #8/132, #8/133 by Philip Channing; photos #62/350, #62/351 by Soo Shin (Warren Group).
DOI: 10.25549/uschist-c104-286108
title: Von Kleinsmid Center, USC, 1997-2008

description: 25 photographs of the Von Kleinsmid Center for International and Public Affairs, 3518 Trousdale Parkway, University of Southern California, 1997, 2004-2006 & 2008. Included are images of the tower, the atrium, the international flags, and views from across the reflecting pool in front of Leavey Library. Credits: photos #8/24, #8/62, #8/70, #8/138, #8/195, #8/196, #8/197, #8/198, #8/199, #8/200 by Philip Channing; photos #7/18, #7/22, #7/23 by Dietmar Quistorf; #62/110 uncredited.
DOI: 10.35079/hbm684.dfck.856
title: LC-MS data from the kidney (right) of a 53-year-old white male
DOI: 10.35079/hbm979.ljmz.954
title: LC-MS data from the kidney (right) of a 64-year-old white male
DOI: 10.25549/uschist-c104-283613
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-c104-285132
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-c104-286519
title: Leavey Library, USC, 1997-2006

description: 16 photographs of Thomas and Dorothy Leavey Library, 650 West 35th Street, University of Southern California, 1997, 2004, 2005, & 2006. Included are images of the exterior (façade, reflecting pool, quad, bicycle parking) and interior (stairwell, study spaces, computer lab). Credits: photos #8/161, #8/162, #8/165, #8/170, #8/187 by Philip Channing.
DOI: 10.35079/hbm493.jwdq.385
title: LC-MS data from the kidney (right) of a 82-year-old white female
DOI: 10.25549/uschist-c104-283319
title: Swimming, USC, 1997

description: 2 photographs of women swimmers, University of Southern California, 1997.
DOI: 10.35079/hbm852.phnz.422
title: LC-MS data from the kidney (left) of a 84-year-old white male
DOI: 10.25549/uschist-c104-283320
title: Swimming, USC, 1997

description: 2 photographs of women swimmers, University of Southern California, 1997.
DOI: 10.25549/uschist-c104-287304
title: Cinematic arts, USC, 1997-2004

description: 4 photographs of images related to cinematic arts at the University of Southern California, 1997 & 2004. Included are students (1997) around a camera inside a sound stage, at an animation desk, at a sound mixing board, and of the sidewalk (2004 May 19, photo by Philip Channing) outside the Carson Television Center (3450 Watt Way).
DOI: 10.35079/hbm395.fkzz.387
title: LC-MS data from the kidney (left) of a 65-year-old black or african american female
DOI: 10.35079/hbm525.vfxl.796
title: LC-MS data from the kidney (left) of a 82-year-old black or african american male
DOI: 10.35079/hbm585.gdbv.989
title: LC-MS data from the kidney (right) of a 64-year-old white male
DOI: 10.25318/1810026501-eng
title: Industrial product price index, by major product group, monthly

description: Industrial product price index (IPPI), by major product group by North American Product Classification System (NAPCS) Canada 2022 Version 1.0. Monthly data are available from January 1956. The table presents data for the most recent reference period and the last four periods. The base period for the index is (202001=100).
DOI: 10.25549/uschist-c104-285130
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-c104-285133
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: 10.35079/hbm843.qhzw.865
title: LC-MS data from the kidney (right) of a 68-year-old white male
DOI: 10.25549/uschist-c104-284878
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-c104-286740
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-c104-286743
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: 10.35079/hbm328.cgcj.382
title: LC-MS data from the kidney (right) of a 60-year-old white male
DOI: 10.15468/dl.ukkwc4
title: Occurrence Download

description: A dataset containing 40059 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Pl@ntNet observations, Pl@ntNet automatically identified occurrences, Carnegie Museum of Natural History Herbarium)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Artemisia vulgaris",
 "Year 1992-2026"
 ]
}

 The dataset includes 40059 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030225-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-c104-286745
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-c104-286751
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: 10.25318/1810026501-fra
title: Indice des prix des produits industriels, par principaux groupes de produits, mensuel

description: Indice des prix des produits industriels (IPPI), par principaux groupes de produits selon le Système de classification des produits de l'Amérique du Nord (SCPAN) Canada 2022 version 1.0. Les données mensuelles sont disponibles à partir de janvier 1956. Le tableau présente les données de la période de référence la plus récente et des quatre dernières périodes. La période de base de l'indice est (202001=100).
DOI: 10.35079/hbm879.kdkc.536
title: LC-MS data from the kidney (left) of a 39-year-old white male
DOI: 10.25549/uschist-c104-289883
title: USC trustee delegation trip to China, 2006-05-26: Shanghai & Hong Kong

description: 154 photographs of the University of Southern California trustee delegation in Shanghai and Hong Kong, China, 2006 May 26. Restaurant lunch, Shanghai and Hong Kong exterior views, developer's office, banquet with musical entertainment in Club Shanghai (523 Yan'an Dong Lu, near Xizan), hotel lobby preparations for visit to Hong Kong University of Science and Technology. Trustees and protocol contingent pictured include: Marie Allen, William Allen, Betsy Amster, Gale Bensussen, Jane Bensussen, Charles Bolden, MaryLou Boone, George Boone, Gail Boskovich, Joseph Boskovich, Gregory Brakovich, Susan Brakovich, Alexander Cappello, David Chen, Gary Chen, Roger Chen, Yang-Ho Cho, Dennis Cornell, Barbara Currie, Malcolm Currie, Robert Cutietta, Dennis Dougherty, Gail Ellis, James Ellis, Elizabeth Garrett, Adam Garrison, Jonathan Garrison, Barry Glassner, Ilene Gold, Stanley Gold, Peter Guyer, Martha Harris, Ann Hill, Ghada Irani, Ray Irani, Herb Klein, Alan Kreditor, Reggie Lathan, Elaine Leventhal, Monica Lozano, Michael Mayne, Lily Nam, Jerry Neely, Nancy Neely, Max Nikias, Niki Nikias, Tosh Ogasawara, Yukiko Ogasawara, Nikolas Oeskger, Jane Popovich, Kristoffer Popovich, Frank Price, Katherine Price, Blake Quinn, Terri Quinn, Bruce Ramer, Madeline Ramer, Tatiana Ramirez, Kim Rollo, Robert Rollo, Barbara Rossier, Roger Rossier, Kathryn Sample, Steven Sample, Grace Shiba, Laura Siart, William Siart, Loretta Smith, Robert Smith, Mark Stevens, Sherry Tan, Robert Theleen, Hua Tianreng, Simon Tu, Jon Weiner, Daniel Wang, Rick Wang, Gwendolyn Watt, Raymond Watt, Anne Westfall, Stan Westfall, Kent Yang, Kim Yim, Christina Yung, Robert Yung, Norene Zapanta, Argo Zhe. Photography by Jon Weiner (62, 94 series), Johansen Krause (95 series), Elizabeth Garrett (102 series), William Allen (103 series), Charles Bolden (104 series), Stanley Gold (110 series).
DOI: 10.25549/uschist-c104-289890
title: USC trustee delegation trip to China, 2006-05-26: Shanghai & Hong Kong

description: 154 photographs of the University of Southern California trustee delegation in Shanghai and Hong Kong, China, 2006 May 26. Restaurant lunch, Shanghai and Hong Kong exterior views, developer's office, banquet with musical entertainment in Club Shanghai (523 Yan'an Dong Lu, near Xizan), hotel lobby preparations for visit to Hong Kong University of Science and Technology. Trustees and protocol contingent pictured include: Marie Allen, William Allen, Betsy Amster, Gale Bensussen, Jane Bensussen, Charles Bolden, MaryLou Boone, George Boone, Gail Boskovich, Joseph Boskovich, Gregory Brakovich, Susan Brakovich, Alexander Cappello, David Chen, Gary Chen, Roger Chen, Yang-Ho Cho, Dennis Cornell, Barbara Currie, Malcolm Currie, Robert Cutietta, Dennis Dougherty, Gail Ellis, James Ellis, Elizabeth Garrett, Adam Garrison, Jonathan Garrison, Barry Glassner, Ilene Gold, Stanley Gold, Peter Guyer, Martha Harris, Ann Hill, Ghada Irani, Ray Irani, Herb Klein, Alan Kreditor, Reggie Lathan, Elaine Leventhal, Monica Lozano, Michael Mayne, Lily Nam, Jerry Neely, Nancy Neely, Max Nikias, Niki Nikias, Tosh Ogasawara, Yukiko Ogasawara, Nikolas Oeskger, Jane Popovich, Kristoffer Popovich, Frank Price, Katherine Price, Blake Quinn, Terri Quinn, Bruce Ramer, Madeline Ramer, Tatiana Ramirez, Kim Rollo, Robert Rollo, Barbara Rossier, Roger Rossier, Kathryn Sample, Steven Sample, Grace Shiba, Laura Siart, William Siart, Loretta Smith, Robert Smith, Mark Stevens, Sherry Tan, Robert Theleen, Hua Tianreng, Simon Tu, Jon Weiner, Daniel Wang, Rick Wang, Gwendolyn Watt, Raymond Watt, Anne Westfall, Stan Westfall, Kent Yang, Kim Yim, Christina Yung, Robert Yung, Norene Zapanta, Argo Zhe. Photography by Jon Weiner (62, 94 series), Johansen Krause (95 series), Elizabeth Garrett (102 series), William Allen (103 series), Charles Bolden (104 series), Stanley Gold (110 series).