cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.p7s7sn
title: Occurrence Download

description: A dataset containing 14723 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Erithacus rubecula (Linnaeus, 1758)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 14723 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072179-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr08757.v1
title: Survey of Consumer Attitudes and Behavior, June 1980
title: Version 1

description: These surveys were done to measure changes in consumer 
 attitudes and expectations, to understand why these changes occur, and 
 to evaluate how they relate to consumer decisions to save, borrow, or 
 make discretionary purchases. This type of information is essential for 
 forecasting changes in aggregate consumer behavior. Each quarterly 
 survey contains approximately 40 questions, each of which probes a 
 different aspect of consumer confidence. Open-ended questions are asked 
 concerning evaluations and expectations about personal finances, 
 employment, price changes, and the national business situation. 
 Additional questions probe buying intentions for automobiles and the 
 respondent's appraisals of present market conditions for purchasing 
houses, automobiles, and other durables.
description: National sample of dwelling units selected by area 
probability sampling.
description: Datasets: 
DS1: Survey of Consumer Attitudes and Behavior, June 1980
description: Population of the United States aged 18 and older.
description: The codebook is provided by ICPSR as a Portable Document Format (PDF) file. The PDF file format was developed by Adobe Systems Incorporated and can be accessed using PDF reader software, such as Adobe Acrobat Reader. Information on how to obtain a copy of the Acrobat Reader is provided on the ICPSR Web site.
DOI: 10.3886/icpsr08731.v1
title: Survey of Consumer Attitudes and Behavior, April 1978
title: Version 1

description: These surveys were done to measure changes in consumer 
 attitudes and expectations, to understand why these changes occur, and 
 to evaluate how they relate to consumer decisions to save, borrow, or 
 make discretionary purchases. This type of information is essential for 
 forecasting changes in aggregate consumer behavior. Each quarterly 
 survey contains approximately 40 questions, each of which probes a 
 different aspect of consumer confidence. Open-ended questions are asked 
 concerning evaluations and expectations about personal finances, 
 employment, price changes, and the national business situation. 
 Additional questions probe buying intentions for automobiles and the 
 respondent's appraisals of present market conditions for purchasing 
houses, automobiles, and other durables.
description: National sample of dwelling units selected by area 
probability sampling.
description: Datasets: 
DS1: Survey of Consumer Attitudes and Behavior, April 1978
description: Population of the United States aged 18 and older.
description: The codebook is provided by ICPSR as a Portable Document Format (PDF) file. The PDF file format was developed by Adobe Systems Incorporated and can be accessed using PDF reader software, such as Adobe Acrobat Reader. Information on how to obtain a copy of the Acrobat Reader is provided on the ICPSR Web site.
DOI: 10.7910/dvn/rto8mm
title: Dataset: Census of individual trees of Tucunare Vichada (2020)

description: This dataset contains information of individual trees in Tucunare, Vichada-Colombia extracted from remote sensing imagery processed using AI models. Information from the High Resolution 1-meter Global Canopy Heights map from Meta-AI. The dataset includes a CSV file containing attributes related to tree dimensions and geolocation and a shapefile with polygons representing each tree.
&lt;br&gt;&lt;br&gt; 
Methodology:Tree information was obtained by leveraging the High-Resolution 1 m Global Canopy Height map generated by Meta's AI model, trained on a large dataset of satellite images and LIDAR data, to predict canopy heights with a mean absolute error of 2.8 meters. The map tiles were downloaded from Amazon Web Services (AWS) S3 Bucket and processed using additional steps: merging and clipping tiles to cover the region of interest of Tucunare, vectorizing, filtering, and georeferencing individual trees to derive attributes like area, perimeter, equivalent diameter, and circularity representing the visual crown of each tree, and finally applying zonal statistics to assign tree height values. The resulting vector layer contains detailed tree metrics, supporting advanced canopy analysis.
DOI: 10.7910/dvn/nmx9ve
title: Dataset: Census of individual trees of Hacienda San Jose Vichada (2023)

description: This dataset contains information of estimated individual trees in Hacienda San José (HSJ), Vichada-Colombia extracted from remote sensing imagery processed using AI models and the TreeEyed QGIS Plugin. The dataset includes a CSV file with attributes related to tree dimensions and geolocation and a shapefile with polygons representing each tree.
&lt;br&gt;&lt;br&gt; 
Methodology:The tree information for this dataset was obtained using a custom QGIS plugin (TreeEyed) and python scripting, designed to process high-resolution RGB remote sensing imagery to derive tree data. Leveraging AI pretrained models, in this case Meta's HighResCanopyHeight model was employed. The methodology involved processing RGB imagery with a resolution of 0.5 meters and dimensions of 42,686x30,630 pixels for the region of interest, a subdivision in 1260 tiles of 1024x1024 pixels to process and obtain canopy tree height rasters, merging, vectorizing tree instances, and filtering to isolate individual trees. Zonal statistics were then applied to assign estimated tree height values to each instance by extracting the maximum pixel value within the tree crown polygon boundary. This approach allowed for flexible and localized analysis, enabling the derivation of detailed tree metrics such as height, crown area and perimeter, and equivalent diameter from high-resolution RGB imagery.
DOI: 10.3886/icpsr08482.v1
title: Annual Survey of Governments, 1984: Employment Statistics
title: Version 1

description: State and local government employment data are provided in 
 this file. Full- and part-time employment, full-time equivalency, and 
 payroll statistics are included. Data are supplied by type of 
 government and by function. Governmental functions include education, 
 police and fire protection, financial and central administration, 
 judiciary, utilities, public welfare, parks and recreation, health 
 care, transit, and natural resources. Standard Metropolitan Statistical 
 Area (SMSA) codes are given for local governments in metropolitan 
areas.
description: The universe is represented by a sample of approximately 
 20,000 local governments plus the 50 state governments and the District 
of Columbia. Prior year data were used for nonrespondent governments.
description: Datasets: 
DS1: Annual Survey of Governments, 1984: Employment Statistics
description: State and local governments in the United States, including 
 counties, municipalities, townships, school districts, and special 
districts.
description: There are six "record types" in this file, each 
 corresponding to a type of governmental unit. All six record types have 
the same technical characteristics.
DOI: 10.7910/dvn/5tea8e
title: Dataset: Census of individual trees of Hacienda San Jose Vichada (2020)

description: This dataset contains information of individual trees in Hacienda San Jose (HSJ), Vichada-Colombia extracted from remote sensing imagery processed using AI models. Information from the High Resolution 1-meter Global Canopy Heights map from Meta-AI. The dataset includes a CSV file containing attributes related to tree dimensions and geolocation and a shapefile with polygons representing each tree.
&lt;br&gt;&lt;br&gt; 
Methodology:Tree information was obtained by leveraging the High-Resolution 1 m Global Canopy Height map generated by Meta's AI model, trained on a large dataset of satellite images and LIDAR data, to predict canopy heights with a mean absolute error of 2.8 meters. The map tiles were downloaded from Amazon Web Services (AWS) S3 Bucket and processed using additional steps: merging and clipping tiles to cover the region of interest of Hacienda San Jose, vectorizing, filtering, and georeferencing individual trees to derive attributes like area, perimeter, equivalent diameter, and circularity representing the visual crown of each tree, and finally applying zonal statistics to assign tree height values. The resulting vector layer contains detailed tree metrics, supporting advanced canopy analysis.
DOI: 10.60541/3fgj-8r58
title: Short-Term Emergency Commitment Laws

description: Under short-term emergency commitment, psychiatric facilities may accept patients for a predetermined amount of time without their consent if they are displaying dangerous symptoms of a mental illness. Generally, emergency commitment may be employed when someone is considered a danger to themselves or others while suffering from a mental illness, when they are gravely disabled or when they are unable to meet their basic needs. Every state has laws regulating short-term emergency commitment. These laws vary on how a person may be committed, the duration of the commitment, the rights that must be provided to a committed person, and whether the commitment will limit an individual’s right to possess a firearm under state gun laws.   

This dataset captures laws in effect from October 1, 2014, through February 1, 2016. 

John P. Petrila, JD, LLM and Jeffrey W. Swanson, PhD, MA contributed to this dataset as subject matter experts.
DOI: 10.15468/dl.gg5vcw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Abelmoschus moschatus",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072182-250525065834625/datasets/export for details.
DOI: 10.3886/icpsr08321.v1
title: Current Population Survey, June 1983: Fertility and Birth Expectations
title: Version 1

description: This data collection supplies standard monthly labor force
 data for the week prior to the survey. Comprehensive information is
 given on the employment status, occupation, and industry of persons 14
 years old and older. Additional data are available concerning weeks
 worked and hours per week worked, reason not working full-time, total
 income and income components, and residence. For this supplement, a
 battery of questions was asked of women 15-59 years old to obtain
 information on their childbearing history. Data include the total
 number of children born, date of birth of the first and most recent
 child(ren), and date of first marriage. Women 18-44 years old were
 also asked about the number of additional children they expected to
 have. Information on demographic characteristics, such as age, sex,
 race, martial status, veteran status, household relationship,
 educational background, and Hispanic origin, is available for each
person in the household enumerated.
description: A national probability sample was used in selecting the
housing units. Approximately 71,000 households were sampled.
description: Datasets: 
DS1: Current Population Survey, June 1983: Fertility and Birth Expectations
description: All persons in the civilian noninstitutionalized
 population of the United States including members of the armed forces
living in civilian housing units in June 1983.
description: (1) Adult interview and noninterview type A records
 contain weights. (2) The codebook is provided by ICPSR as a Portable
 Document Format (PDF) file. The PDF file format was developed by Adobe
 Systems Incorporated using PDF reader software, such as the Adobe
 Acrobat Reader. Information on how to obtain a copy of the Acrobat
Reader is provided on the ICPSR Web site.
DOI: 10.3886/icpsr08696.v1
title: Directory of Law Enforcement Agencies, 1986: [United States]
title: Version 1

description: This dataset lists law enforcement agencies and contains 
 variables regarding employment categories such as total full-time, 
 part-time, sworn-in, and other employees. It also contains FIPS codes 
and populations.
description: Datasets: 
DS1: Directory of Law Enforcement Agencies, 1986: [United States]
description: Law enforcement agencies in the United States.
description: This dataset was collected by the Bureau of the Census 
for the Bureau of Justice Statistics.
DOI: 10.15468/dl.5sqfma
title: Occurrence Download

description: A dataset containing 1692 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Erythrocercus holochlorus Erlanger, 1901",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 1692 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072184-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr08437.v1
title: Improving Correctional Classification, New York, 1981-1983
title: Version 1

description: There were three specific goals of this research. The first
 was to evaluate three procedures currently available for the
 classification of correctional inmates: the Risk Analysis method,
 Megargee's Minnesota Multiphasic Personality Inventory Typology, and
 Toch's Prison Preference Inventory. Second, the research devised and
 tested a postdictive model of adjustment to prison life. Third, a new
 classification scheme was developed for predicting inmate adjustment
 to prison life that considers individual and organizational
 (contextual) factors and various interactions between the two. These
 data were collected from a sample of 942 volunteer inmates from ten
 New York state correctional facilities, five of which were maximum
 security and five of which were medium security facilities. Only
 one-half of the original 942 inmates completed the MMPI. Background
 and questionnaire data were collected during the summer and fall of
 1983. Outcome data on each inmate infraction were collected for a
 three-year period prior to that time. Each case in Part 1, Merged
 Survey Response File [PPQ, PEI, PAQ], represents survey response data
 from an individual inmate, with variables from the Prison Preference
 Questionnaire (PPQ), the Prison Environment Inventory (PEI), and the
 Prison Adjustment Questionnaire (PAQ). Cases in Part 2, Medical
 Records, are records of medical contacts and diagnoses of inmates'
 illnesses. Part 3, Minnesota Multiphasic Personality Inventory,
 contains personality assessment information and scores for each
 individual offender. Data in Part 4, Sample Data [Background
 Characteristics], consist of individual-based variables covering
 inmates' background characteristics. Part 5, Offenses and Disciplinary
 Action Records, contains records of offenses and disciplinary action
 by individual offender. The client number is unique and consistent
across all data files.
description: Datasets: 
DS0: Study-Level Files
DS1: Merged Survey Response File [PPQ, PEI, PAQ]
DS2: Medical Records
DS3: Minnesota Multiphasic Personality Inventory
DS4: Sample Data [Background Characteristics]
DS5: Offenses and Disciplinary Action Records
description: Volunteer inmates from New York state correctional
facilities.
description: The codebook for this collection is provided as a
 Portable Document Format (PDF) file. The PDF file format was developed
 by Adobe Systems Incorporated and can be accessed using PDF reader
 software, such as the Adobe Acrobat Reader. Information on how to
 obtain a copy of the Acrobat Reader is provided through the ICPSR
Website on the Internet.
DOI: 10.15468/dl.ue4wqc
title: Occurrence Download

description: A dataset containing 363898 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Country is Australia",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((45.49809 -44.35534,222.50191 -44.35534,222.50191 26.35534,45.49809 26.35534,45.49809 -44.35534))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year 2025-2025"
 ]
}

 The dataset includes 363898 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072167-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr08643.v1
title: ABC News Iran Poll, November 1986
title: Version 1

description: This survey was conducted on the evening of November 13, 
 1986, after President Reagan's press conference. Reagan spoke about 
 United States arms shipments to Iran. Respondents were asked about 
 their knowledge of the situation and their evaluation of Reagan's 
 policy towards Iran. They were asked if they watched the press 
 conference and if so, their opinion of what Reagan said was 
illicited. Political affiliation and sex were also recorded.
description: Households were selected by random digit dialing.
description: Datasets: 
DS1: ABC News Iran Poll, November 1986
description: The population of the United States aged 18 and over.
description: The data contain blanks.
DOI: 10.3886/icpsr08643
title: ABC News Iran Poll, November 1986
title: Archival Version

description: This survey was conducted on the evening of November 13, 
 1986, after President Reagan's press conference. Reagan spoke about 
 United States arms shipments to Iran. Respondents were asked about 
 their knowledge of the situation and their evaluation of Reagan's 
 policy towards Iran. They were asked if they watched the press 
 conference and if so, their opinion of what Reagan said was 
illicited. Political affiliation and sex were also recorded.
description: Households were selected by random digit dialing.
description: Datasets: 
DS1: ABC News Iran Poll, November 1986
description: The population of the United States aged 18 and over.
description: The data contain blanks.
DOI: 10.3886/icpsr08511.v1
title: Campaign Expenditures in the United States, 1983-1984
title: Version 1

description: Detailed data on campaign contributions and expenditures on 
 behalf of or against political candidates are included in this 
 collection. Information provided for United States Congressional 
 campaigns includes the candidate's name, incumbency status, party 
 affiliation, receipts, disbursements, contributions from the candidate, 
 loans, debts, aggregate contributions by amount and source, and 
 independent expenditures for and against the candidate. Data on party 
 and non-party political committees include the committee name, 
 special-interest group classification, receipts, cash and in-kind 
 contributions made and received, disbursements, debts, and total 
 expenditures for and against House, Senate, and Presidential 
candidates.
description: Complete information is provided for all members of the 
 sampling universe. An exception is made in the ``Party Committee" 
 files, which include only Democratic and Republican committees rather 
than all committees registered with the Federal Election Commission.
description: Datasets: 
DS0: Study-Level Files
DS1: House and Senate Spread Data
DS2: House and Senate Crosstabs Data
DS3: Party Committee Spread Data
DS4: Party Committee Crosstabs Data
DS5: Non-Party Committee Spread Data
DS6: Non-Party Committee Crosstabs Data
description: (1) Campaigns of all individuals who have registered with 
 the Federal Election Commission under the Federal Election Campaign Act 
 (FECA) as 1983 or 1984 candidates for the United States Senate or House 
 of Representatives, or who have been certified by state authorities as 
 official Senate or House candidates in a 1983 or 1984 primary, runoff, 
 or general election but who have not registered as candidates under the 
 FECA. (2) Party and non-party political committees registered with the 
Federal Election Commission.
description: For each of the three main types of data in this 
 collection--House/Senate, party political committee, and non-party 
 political committee--there are two types of data files. The "spread" 
 file contains one record for each campaign (House/Senate file) or 
 committee (committee files). The "crosstabs" file may contain one or 
 more records per campaign or committee, with an individual record for 
 each political committee making contributions or expenditures for or 
against each candidate.
DOI: 10.15468/dl.px8qng
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-96.44807 -9.47612,-61.55193 -9.47612,-61.55193 4.47612,-96.44807 4.47612,-96.44807 -9.47612))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (90fd6680-349f-11d8-aa2d-b8a03c50a862, 33d232b5-5cc2-4521-8bd6-121c5bb41c32, d0e01e0c-7e8c-49aa-aeed-15fab7dfee46, 9661d20d-86b6-4485-8948-f3c86b022fa7, 7b8aff00-a9f8-11d8-944b-b8a03c50a862, 061b4f20-f241-11da-a328-b8a03c50a862, 8e1a97a0-3ca8-11d9-8439-b8a03c50a862, a344ee9f-f1b7-4761-be2c-58ee6d741395, ae447c50-b8a8-11d8-92a4-b8a03c50a862)",
 "TaxonKey is Peperomia peltigera C.DC."
 ]
}

 The dataset includes 47 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072185-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr08380.v1
title: Agrarian Typology of Provinces of European Russia at the Turn of the 20th Century
title: Version 1

description: This collection consists of data describing agricultural
 organization, production, and land management in 50 provinces of
 European Russia at the turn of the century. Data are derived from the
 first universal Russian census of population (1897), statistics on
 landowners (1905), and the Cavalry Censuses of 1896 and 1899-1900. The
 agricultural model is presented in terms of the number of agricultural
 workers per place of employment, land allotment per capita, ratio of
 land leased to peasants to investment property, per capita collection
 of crops and sown area, productivity of livestock, and cost of land
and crops.
description: Datasets: 
DS1: Agrarian Typology of Provinces of European Russia at the Turn of the 20th Century
description: The codebook is provided by ICPSR as a Portable Document Format (PDF) file. The PDF file format was developed by Adobe Systems Incorporated and can be accessed using PDF reader software, such as Adobe Acrobat Reader. Information on how to obtain a copy of the Acrobat Reader is provided on the ICPSR Web site.
DOI: 10.15468/dl.xydvpb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Branchiopoda Latreille, 1817, Branchiopoda Latreille, 1817)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Country is one of (China, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072188-250525065834625/datasets/export for details.