cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.xmn9lr
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/0011188-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9hcg2
title: Occurrence Download

description: A dataset containing 1514653537 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1514653537 records from 26040 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117172-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data956
title: Replication data for plant community climatic distance in a field climate chang experiment

description: Location in the climatic niche over several years of plant comunities from a field manipulation experiment of climate change carried on in Garraf (Spain).

1. Description of methods used for collection-generation of data: 
Field data: vegetation surveys based on transects within experimental plots
Species distribution data: species occurrences along their geographical distributions were obtained from the database of the Global Biodiversity Information Facility GBIF 2019, &lt;www.gbif.org&gt;) 
Climate data: climatic variables were obtained for the period 1979-2013 at 1-km2 resolution from CHELSA v.1.2 database Karger et al. (2018) DOI: 10.1038/sdata.2017.122; Karger et al., (2017) DOI: 10.16904/envidat.228.v2.1

See details in DOI: 10.1111/1365-2745.14233


2. Methods for processing the data: 
A principal component analysis (PCA) was applied to reduce the dimensionality of the 13 climatic variables to the first two PCA axes. The species occurrences from the geographic space were translated into the two-dimensional climatic space defined by the two PCA axes. A two-dimensional kernel density function was applied to the species occurrences in the climatic space. The centroid of each species niche was obtained as the center of gravity of the niche. The observed climate at the study site for the average of the experimental period 1999-2014 and for each year were translated into the two-dimensional climatic space. The Euclidean distance in the climatic space between community location (based on species centroid averaged weighed by species's abundance) and the location of the observed climate in the respective years was calculated.
DOI: 10.5281/zenodo.17359277
title: Plausibility criteria for GRACE-derived groundwater storage changes from aquifers globally

description: This repository contains the datasets and Python code supporting the research paper:

Plausibility criteria for GRACE-derived groundwater storage changes from aquifers globallySubmitted to Geophysical Research Letters
DOI: 10.5281/zenodo.17359278
title: Plausibility criteria for GRACE-derived groundwater storage changes from aquifers globally

description: This repository contains the datasets and Python code supporting the research paper:

Plausibility criteria for GRACE-derived groundwater storage changes from aquifers globallySubmitted to Geophysical Research Letters
DOI: 10.15468/dl.g3ffzx
title: Occurrence Download

description: A dataset containing 1114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gastropoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((70 -70,80 -70,80 -60,70 -60,70 -70))"
 ]
}

 The dataset includes 1114 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023885-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9xutmc
title: Occurrence Download

description: A dataset containing 5600 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Coturnix japonica",
 "Year 2005-2025"
 ]
}

 The dataset includes 5600 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023883-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jd2kpn
title: Occurrence Download

description: A dataset listing the 482 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is USAC, CECON, Herbario USCG",
 "TaxonKey is Polypodiopsida"
 ]
}

 The dataset's 482 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001543-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12387948
title: Karachi Synthetic Crime Dataset (2020–2025)
DOI: 10.15468/dl.ppjadv
title: Occurrence Download

description: A dataset containing 43404863 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Human Observation)"
 ]
 }
 },
 "Year is greater than or equal to 1975"
 ]
}

 The dataset includes 43404863 records from 4211 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001528-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15488662
title: BeaCon: Behavior Tree based Context-Aware Execution Monitoring

description: This repository contains the dataset and evaluation graphs of the proposed BeaCon framework. The dataset folder contains: 770 normal execution data with name 'Exe_Data_N'; and 80 failure execution data with name 'Fail_Data_N' where N is the execution ID. Failure specification, IDs and labelling conditions will be added upon acceptance of the paper.
DOI: 10.5281/zenodo.15488663
title: BeaCon: Behavior Tree based Context-Aware Execution Monitoring

description: This repository contains the dataset and evaluation graphs of the proposed BeaCon framework. The dataset folder contains: 770 normal execution data with name 'Exe_Data_N'; and 80 failure execution data with name 'Fail_Data_N' where N is the execution ID. Failure specification, IDs and labelling conditions will be added upon acceptance of the paper.
DOI: 10.3886/e221382
title: Data and Code for Work Hours and Amenity Trade-offs

description: Are workers who place a higher value on a specific amenity more likely to receive that amenity in exchange for lower wages? According to the classic compensating differentials model, the answer is yes. However, when multiple amenities are considered, the relationship becomes more complex. We develop a model that accounts for complementarity and substitutability in firms’ provision of workplace amenities and workers’ preferences for them. Our empirical analysis, using data from the National Longitudinal Survey of Youth 1997, examines how workers trade off job amenities, particularly in relation to flexible work hours. We find that reduced hours are often substituted for other valued amenities, such as schedule flexibility and paid leave, disproportionately affecting women,
DOI: 10.3886/e221382v1
title: Data and Code for Work Hours and Amenity Trade-offs

description: Are workers who place a higher value on a specific amenity more likely to receive that amenity in exchange for lower wages? According to the classic compensating differentials model, the answer is yes. However, when multiple amenities are considered, the relationship becomes more complex. We develop a model that accounts for complementarity and substitutability in firms’ provision of workplace amenities and workers’ preferences for them. Our empirical analysis, using data from the National Longitudinal Survey of Youth 1997, examines how workers trade off job amenities, particularly in relation to flexible work hours. We find that reduced hours are often substituted for other valued amenities, such as schedule flexibility and paid leave, disproportionately affecting women,
DOI: 10.25549/fickett-c25-3
title: General's residence, Edwards Air Force Base, rendering, 1976

description: Color drawing of a "General's" house, Edwards Air Force Base, 1976. Shows some dimensions.
DOI: 10.25549/browneg-ouc11399dt5y
title: We the People with Jerry Brown, Phil Nobile: Judgement at the Smithsonian, 1996-08-06

description: We the People with Jerry Brown, Phil Nobile: Judgement at the Smithsonian, 1996-08-06. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/fickett-c25-205
title: Old Fire Station 30, Los Angeles, rendering, 1994

description: Color rendering of a renovated Fire Station no. 30, 1401 South Central Avenue, Los Angeles, California, USA, 1994.
DOI: 10.25549/browneg-ouc11399dkb7
title: We the People with Jerry Brown, Youthbuild Project, 1995-09-12

description: We the People with Jerry Brown, Youthbuild Project, 1995-09-12. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399dkwj
title: We the People with Jerry Brown, Holly Sklar, Joseph Holtz, Tony Benn, 1995-09-15

description: We the People with Jerry Brown, Holly Sklar, Joseph Holtz, Tony Benn, 1995-09-15. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/fickett-c25-43
title: Dodger Stadium Bar & Grille, Los Angeles, 1961

description: Black and white photograph of the Dodger Stadium Bar and Grille, 1000 Elysian Park Avenue, Los Angeles, California, USA, 1961. Features a banquet-like set-up with multiple tables.
DOI: 10.17632/zbtgt9vt92.1
title: SynComs and GE co-addition to food waste compost

description: The raw data of the main physicochemical properties and microbial communities from the co-addition of SynComs and GE to food waste compost.
DOI: 10.25549/fickett-c25-172
title: Dodger Stadium, Los Angeles, rendering, 1961

description: Color rendering of the Dodger Stadium Club, 1000 Elysian Park Avenue, Los Angeles, California, USA, 1961. Features a bar, food tables, and 4-seater dining tables arrangd throughout the room.
DOI: 10.25549/fickett-c25-109
title: Port of Los Angeles, 1962

description: Black and white photograph of exterior port, Port of Los Angeles, 425 South Palos Verdes Sttreet, Los Angeles, California, USA, 1962. Taken during the day.
DOI: 10.25549/fickett-c25-15
title: Sherman Park, Reseda, floorplans, 1948

description: Sherman Park, 17960-17964 Sherman Way, Reseda, California, USA, 1948. Reproductions of technical drawings, mounted. Shows floorplan of housing.
DOI: 10.25549/browneg-ouc11399e1q8
title: News clips, 1978-07-16/1978-07-31

description: Video recording (U-matic) of news clips featuring an episode of Newsmakers with John Henning\, Editorial opposing Jerry Brown, Tom Quinn on smog, Bill Stout on conflict of interest covering race between Brown and Younger, 1978 July 16/1978 July 31. Miscellaneous tape #1.
DOI: 10.25549/browneg-ouc11399e5zz
title: Donahue, War & Dissent, with Charlton Heston & Jerry Brown, 1991-02-13

description: Donahue, War & Dissent, with Charlton Heston & Jerry Brown, 1991-02-13. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.17632/f4j83j77ng
title: Cattle image datasets for lameness detection and analysis

description: Cattle image datasets for detection and analysis of lameness are customized datasets collected in their rawness for training and validating machine learning and deep learning models, which are popularly used for detection and classification tasks. On September 9, 2025, we employed an EZVIZ WIFI mobile camera to collect 277 images of Wagyu and Angus cattle from Tau Sa farm in South Africa, capturing their body views. The cattle datasets were labeled appropriately. Folder 1 (containing label 1-277) represents the original datasets for both Wagyu and Angus cattle, while Folder 2 (containing label 276a-276e and label 277a-277e) represents the masked datasets for label 276 and label 277 datasets, which are considered as images that have excellent biological features. The datasets consist of active and inactive cattle, where standing and eating positions signify active, and lying down position signifies inactive, and probable weakness. The utilization of such datasets can speed up the training and validation of deep learning models for the development of automated livestock monitoring systems, whereby management efficiency and operational effectiveness are enhanced within the livestock industry. Moreover, integration of such biological information can assist specific models for cattle body condition scoring and health monitoring, enabling early identification and prevention of diseases, such as lameness. The datasets aim to boost public datasets for research purposes, fostering efficient and sustainable approaches for identifying and monitoring the health and productivity of cattle.
DOI: 10.17632/f4j83j77ng.1
title: Cattle image datasets for lameness detection and analysis

description: Cattle image datasets for detection and analysis of lameness are customized datasets collected in their rawness for training and validating machine learning and deep learning models, which are popularly used for detection and classification tasks. On September 9, 2025, we employed an EZVIZ WIFI mobile camera to collect 277 images of Wagyu and Angus cattle from Tau Sa farm in South Africa, capturing their body views. The cattle datasets were labeled appropriately. Folder 1 (containing label 1-277) represents the original datasets for both Wagyu and Angus cattle, while Folder 2 (containing label 276a-276e and label 277a-277e) represents the masked datasets for label 276 and label 277 datasets, which are considered as images that have excellent biological features. The datasets consist of active and inactive cattle, where standing and eating positions signify active, and lying down position signifies inactive, and probable weakness. The utilization of such datasets can speed up the training and validation of deep learning models for the development of automated livestock monitoring systems, whereby management efficiency and operational effectiveness are enhanced within the livestock industry. Moreover, integration of such biological information can assist specific models for cattle body condition scoring and health monitoring, enabling early identification and prevention of diseases, such as lameness. The datasets aim to boost public datasets for research purposes, fostering efficient and sustainable approaches for identifying and monitoring the health and productivity of cattle.
DOI: 10.25549/fickett-c25-115
title: Sherman Park, Reseda, 1948

description: Black and white photograph of living room, taken during the day, of a house in Sherman Park at 17960-17964 Sherman Way, Reseda, California, USA, 1948. Reproductions of technical drawings, mounted. Shows floorplan of housing.
DOI: 10.25549/browneg-ouc11399e2dt
title: Brown, news clips, 1978-10-07/1978-10-14

description: Video recording (U-matic) of news clips featuring Jerry Brown, 1978 October 07/1978 October 14.
DOI: 10.17632/rks5jsrbv2
title: RibbonNet: A Curated Dataset of ID Card Ribbons for Institutional Role Classification

description: Data Description
RibbonNet is a curated image dataset developed for the task of ID card ribbon detection and institutional role classification in educational environments. The dataset consists of 550 raw images and 3,343 annotated images, capturing individuals wearing ID card ribbons corresponding to three categories: Admin, Teacher, and Student. These ribbons serve as visual identifiers in many academic institutions.

Images were acquired using DSLR cameras, smartphones (iPhone 14 Pro, Xiaomi), and sourced from publicly available social media content. The collection was conducted at Daffodil Smart City, Dhaka, Bangladesh, between September 2024 and February 2025, under various lighting conditions and viewing angles to ensure dataset diversity and real-world applicability. An additional version of the dataset has been uploaded where all faces and ID information are blurred to maintain participant privacy and comply with ethical data-sharing standards.
DOI: 10.25549/fickett-c25-137
title: William C. Moore residence, Los Angeles, 1955

description: Black and white photograph of interior decoration, plants, William C. Moore residence, 4750 Encino Avenue, Los Angeles, California, USA, 1955.
DOI: 10.17632/rks5jsrbv2.3
title: RibbonNet: A Curated Dataset of ID Card Ribbons for Institutional Role Classification

description: Data Description
RibbonNet is a curated image dataset developed for the task of ID card ribbon detection and institutional role classification in educational environments. The dataset consists of 550 raw images and 3,343 annotated images, capturing individuals wearing ID card ribbons corresponding to three categories: Admin, Teacher, and Student. These ribbons serve as visual identifiers in many academic institutions.

Images were acquired using DSLR cameras, smartphones (iPhone 14 Pro, Xiaomi), and sourced from publicly available social media content. The collection was conducted at Daffodil Smart City, Dhaka, Bangladesh, between September 2024 and February 2025, under various lighting conditions and viewing angles to ensure dataset diversity and real-world applicability. An additional version of the dataset has been uploaded where all faces and ID information are blurred to maintain participant privacy and comply with ethical data-sharing standards.
DOI: 10.25549/fickett-c25-84
title: 16642 Oldham St., Encino, 1956

description: Black and white photograph of driveway, front of house, 16642 Oldham Street, Encino, California, USA, 1956. "Los Angeles Times House".
DOI: 10.25549/fickett-c25-52
title: Photograph, Grossmont Hills, 1959

description: Black and white photograph of a Grossmont Hills home (at any one of the following addresses: Monona Drive, Huneck Drive, Hilmer Drive, La Suvida Drive, Loren Drive, Urban Drive). Features the front of the house and its lawn. The time of day is in the afternoon, about 1pm pr 2pm.
DOI: 10.25549/browneg-ouc11399ds0h
title: We the People with Jerry Brown, On Pat Brown, William Bonin and the Death Penalty, 1996-02-23

description: We the People with Jerry Brown, On Pat Brown, William Bonin and the Death Penalty, 1996-02-23. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399eauy
title: We the People with Jerry Brown, 1996-04-22

description: Audio recording (audiocassette) of an episode of We the People with Jerry Brown\, Earth Day, 1996 April 22.
DOI: 10.15468/dl.jbjxck
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((127.72 41.68,128.27 41.68,128.27 42.85,127.72 42.85,127.72 41.68))",
 "OccurrenceStatus is Present",
 "TaxonKey is Coleoptera"
 ]
}

 The dataset includes 116 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021069-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/browneg-ouc11399eapk
title: We the People with Jerry Brown, 1995-10-13

description: Audio recording (audiocassette) of an episode of We the People with Jerry Brown, with guest Kevin Kelly (co-founder of Wired magazine), 1995 October 13.
DOI: 10.25549/fickett-c25-121
title: Sunset Lanai Apartments, 1950

description: Black and white photograph of pool, taken from second floor balcony, Sunset Lanai Apartments, 1422 North Sweetzer Avenue, West Hollywood, California, USA, 1950. Taken during the day.
DOI: 10.25549/fickett-c25-215
title: Unid. residence interior, rendering, [s.d.]

description: Black and white rendering of living room, looking out to the dining room and the window, unidentified residence, [s.d.].
DOI: 10.25549/browneg-ouc11399e1q6
title: Brown, news clips, 1978-07-14/1978-08-08

description: Video recording (U-matic) of news clips featuring Jerry Brown, 1978 July 14/1978 August 08. Featuring clips of: Jerry Brown at Heritage Dinner, Jerry Brown meets with Howard Jarvis, Bill Stout on Jerry Brown Prop. 13 position, Jerry Brown 3-point rent relief plan, rent meeting, Prop. 13 national news story, Soviet dissident rally in LA, business meeting with tenants, Metro State Hospital, debate on the debates, hotline call-in, Jerry Brown in San Diego on state money, Jerry Brown gets Hayden endorsement, tax cuts, Urban League speech.
DOI: 10.17632/s9xkv95c6b
title: Experimental data on the promotion of humification in food waste composting by SynComs and GE

description: Data on physicochemical parameters, humification precursors and products, as well as compost microbial communities and the abundance of related functional genes in the experiment utilizing SynComs and GE to promote composting
DOI: 10.17632/s9xkv95c6b.2
title: Experimental data on the promotion of humification in food waste composting by SynComs and GE

description: Data on physicochemical parameters, humification precursors and products, as well as compost microbial communities and the abundance of related functional genes in the experiment utilizing SynComs and GE to promote composting
DOI: 10.25549/browneg-ouc11399e66z
title: Bill Rosendahl, Interview with Jerry Brown, Century Cable, 1991-09-05

description: Bill Rosendahl, Interview with Jerry Brown, Century Cable, 1991-09-05.
DOI: 10.25549/fickett-c25-89
title: Marilyn Mack residence, Brentwood, 1993

description: Color photograph of the Marilyn Mack residence, 627 Firth Avenue, Brentwood, California, USA, 1993, looking upward. Taken during the day.
DOI: 10.34740/kaggle/dsv/13645003
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.25549/browneg-ouc11399eafw
title: We the People with Jerry Brown, 1996-02-13

description: Audio recording (audiocassette) of an episode of We the People with Jerry Brown, with guest Doris Kearns Goodwin, 1996 February 13. Discussing Roosevelts and World War II.
DOI: 10.25549/browneg-ouc11399ea9u
title: We the People with Jerry Brown, 1995-10-27

description: Audio recording (audiocassette) of an episode of We the People with Jerry Brown, with guest Studs Terkel, 1995 October 27.
DOI: 10.25549/fickett-c25-55
title: Unid. residence, Grossmont Hills, La Mesa, 1959

description: Black and white photograph of a Grossmont Hills home (at any one of the following addresses: Monona Drive, Huneck Drive, Hilmer Drive, La Suvida Drive, Loren Drive or Urban Drive). Features the front of the house and its lawn. The time of day is in the afternoon, about 1pm pr 2pm.