cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.562egr
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Bhutan, Pakistan, Bangladesh, Nepal, Afghanistan)",
 "TaxonKey is Mycalesis misenus de Nicéville, 1889"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072042-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60964/bndu-1tv5-4967
title: Bilateral tremor measurement in people with essential tremor under DBS-OFF and DBS-ON conditions

description: Task:Continuous DBS: Each participant was asked to maintain a tremor‐provoking posture such as raising both arms to shoulder level with flexed elbows and the fingers of both hands pointing to the center while sitting. The task was repeated in 6–8 blocks. Each block involved holding the tremor‐provoking posture for approximately 30 s, followed by 30‐s rest. The task was repeated in both DBS-OFF and DBS-ON conditions. Data were collected from in total 11 participants (raw data for 8 participants were shared).Phase-locked DBS: Similar tremor-provoking posture-holding task was performed by the participants. Phasic stimulation was delivered in blocks, with each block containing eight trials to track eight distinct tremor phases, resulting in a phase resolution of 45°. Each phasic stimulation trial represents tracking a specific tremor phase from one of the limbs for 7 s. Data were collected from two participants (raw data were not shared here due to ethical consideration). Data:  Raw data. Here raw data for each participant was stored in the corresponding folder named by participant ID (e.g., ‘cDBS_01’). In the folder, you will find two ‘.mat’ files for the raw data in DBS-OFF and DBS-ON conditions. The same data in the format of ‘.smr’ that can be visualised in Spike2 are also provided.Data structure. Each raw data file contains six variables, including ‘FileName’, sampling rate (‘SR’), channel names (‘WvTits’), data matrix (‘WvData’), markers (‘markerData’, values 2 and 3 indicate the start and end of each posture holding block), and marker timestamps (‘markerTime’, timestamps for the corresponding marker values in ‘markerData’). Processed data. There are three processed ‘.mat’ files, including: ‘myTable_2025_06_13.mat’ contains trial-by-trial results, that can be used to generate the figures and tables in the published paper (He et al., 2025, Movement Disorders).‘phasicResultSigAvgPhase_2023_02_08_01.mat’ contains phasic-DBS results (with statistics) for participant ‘phasicDBS_01’.‘phasicResultSigAvgPhase_2023_02_08_02.mat’ contains phasic-DBS results (with statistics) for participant ‘phasicDBS_02’.Source Matlab Code.  Three ‘.m’ files for Matlab code. With the provided raw and/or processed data, results in all figures and tables of the paper should be able to reproduce.
DOI: 10.5281/zenodo.14580070
title: OCTAVE Dataset: Optical Coherence Tomography Annotated Volume Experiment

description: This is a large dataset of OCT 3D image volumes and pixel-level segmentation labels for the development of an deep learning model to autonomously detect and identify anatomic and pathological features of the retina.

This project was described in the paper:

“Identifying Retinal Features Using a Self‑Configuring CNN for Clinical Intervention”Daniel S. Kermany, Wesley Poon, Anaya Bawiskar, Natasha Nehra, Orhun Davarci, Glori Das, Matthew Vasquez, Shlomit Schaal, Raksha Raghunathan & Stephen T. C. Wong Invest. Ophthalmol. Vis. Sci., June 2, 2025; PMID 40525921
Instructions for using this dataset or replicating the results of the paper can be found on the OCTAVE GitHub page

 

This dataset is made available for use in research only. Use of this dataset requires appropriate citation of both this dataset (DOI: 10.5281/zenodo.14580071) and the associated paper (DOI: 10.1167/iovs.66.6.55).

 

Important: Ensure you are using the latest version of this dataset, if multiple versions availableAcknowledgments





Supported by the National Eye Institute F31EY037177 (D.S.K.)

National Cancer Institute R01CA288613 (S.T.C.W.)

National Cancer Institute R01NS140292 (S.T.C.W.)

T.T. and W.F. Chao Foundation (S.T.C.W.)

John S. Dunn Research Foundation (S.T.C.W.)

Johnsson Estate (S.T.C.W.).
DOI: 10.5281/zenodo.14580071
title: OCTAVE Dataset: Optical Coherence Tomography Annotated Volume Experiment

description: This is a large dataset of OCT 3D image volumes and pixel-level segmentation labels for the development of an deep learning model to autonomously detect and identify anatomic and pathological features of the retina.

This project was described in the paper:

“Identifying Retinal Features Using a Self‑Configuring CNN for Clinical Intervention”Daniel S. Kermany, Wesley Poon, Anaya Bawiskar, Natasha Nehra, Orhun Davarci, Glori Das, Matthew Vasquez, Shlomit Schaal, Raksha Raghunathan & Stephen T. C. Wong Invest. Ophthalmol. Vis. Sci., June 2, 2025; PMID 40525921
Instructions for using this dataset or replicating the results of the paper can be found on the OCTAVE GitHub page

 

This dataset is made available for use in research only. Use of this dataset requires appropriate citation of both this dataset (DOI: 10.5281/zenodo.14580071) and the associated paper (DOI: 10.1167/iovs.66.6.55).

 

Important: Ensure you are using the latest version of this dataset, if multiple versions availableAcknowledgments





Supported by the National Eye Institute F31EY037177 (D.S.K.)

National Cancer Institute R01CA288613 (S.T.C.W.)

National Cancer Institute R01NS140292 (S.T.C.W.)

T.T. and W.F. Chao Foundation (S.T.C.W.)

John S. Dunn Research Foundation (S.T.C.W.)

Johnsson Estate (S.T.C.W.).
DOI: 10.15468/dl.mppmu6
title: Occurrence Download

description: A dataset containing 1990 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex lasiocarpa Ehrh.",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1990 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072044-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr07561.v1
title: Current Population Survey: Annual Demographic File, 1970
title: Version 1

description: This data collection supplies standard monthly labor force
 data as well as supplemental data on work experience, income, and
 migration. 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. Information on demographic characteristics,
 such as age, sex, race, educational attainment, marital status,
 veteran status, household relationship, and Hispanic origin, is
available for each person in the household enumerated.
description: A national probability sample was used in selecting
housing units.
description: Datasets: 
DS1: Current Population Survey: Annual Demographic File, 1970
description: Persons in the civilian noninstitutional population of the
 United States living in households and members of the armed forces
living in civilian housing units in 1970.
description: (1) This data file is rectangular. It consists of
 combined family and individual records. (2) Each family and person
record contains a weight, which must be used in any analysis.
DOI: 10.15468/dl.yty4tj
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "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 Bubalus bubalis (Linnaeus, 1758)",
 "Year 2020-2025"
 ]
}

 The dataset includes 96 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072046-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr08068.v1
title: National Health and Nutrition Examination Survey I, 1971-1975: Food Consumption Intake
title: Version 1

description: The National Health and Nutrition Examination Surveys (Cycle 
 I) were designed to measure the nutritional status and health of the 
 U.S. population aged 1-74 years and to obtain more detailed information 
 on the health status and medical care needs of adults aged 25-74 years 
in the civilian noninstitutionalized population.
description: Datasets: 
DS1: National Health and Nutrition Examination Survey I, 1971-1975: Food Consumption Intake
DOI: 10.3886/icpsr07884.v1
title: Electric Utility Rate Demonstration Project: Arkansas, 1976-1977
title: Version 1

description: One in a series of studies on customer response to utility
regulatory pricing in early 1975, the Arkansas demonstration project
was carried out by the Federal Energy Administration (FEA), the
Arkansas Public Service Commission, and Torche Ross and Company,
spanning 12 months from February 1976 to January 1977. The study was
originally titled the Arkansas Demand Management Study and was an
experiment to generate and analyze data on the effects of peak-load
pricing on residential electricity consumption. The experimental
design featured a time of day peak-load pricing test as well as a
seasonal pricing test. Five sets of data resulted from the
demonstration: questionnaire survey data from the customers, summary
demographic information, utility load reports, weather data, and
customer usage records. All five sets are available in this data
collection. The questionnaire survey data in Part 1 consists of
information gathered from a post experimental survey that includes both
control and experimental customers. Parts 3-5 each contain 28 days of
data, with Parts 3 and 5 including hourly data. Parts 3-5 also contain
identifying information that links their data to the pertinent
customer/participant's demographic data in Part 2.
description: Stratified random probability sampling.
description: Datasets: 
DS0: Study-Level Files
DS1: Part 1 -- Questionnaire Survey
DS2: Part 2 -- Demographic Data
DS3: Part 3 -- Utility Load Data Group
DS4: Part 4 -- Weather Data Group
DS5: Part 5 -- Usage Data Group
description: The residential customers in the Arkansas Power and Light
Company area who were on rate R2, a rate applied to
customers within the corporate limits of towns with 51 to 4,500.
description: The start dates that are reported in all five parts of
the Arkansas demonstration are essential variables in the linkage
process. These variables, used in conjunction with the utility code,
weather station identification, and customer identification, enable
the records of Parts 2-5 to be matched and merged or subset. When
corrections of data values were made, an updated record was added to
the file, but the originally reported data record was retained. In
these instances where there are duplicate records for the same
reporting period, the second record has the correct data values.
DOI: 10.3886/icpsr07884
title: Electric Utility Rate Demonstration Project: Arkansas, 1976-1977
title: Archival Version

description: One in a series of studies on customer response to utility
regulatory pricing in early 1975, the Arkansas demonstration project
was carried out by the Federal Energy Administration (FEA), the
Arkansas Public Service Commission, and Torche Ross and Company,
spanning 12 months from February 1976 to January 1977. The study was
originally titled the Arkansas Demand Management Study and was an
experiment to generate and analyze data on the effects of peak-load
pricing on residential electricity consumption. The experimental
design featured a time of day peak-load pricing test as well as a
seasonal pricing test. Five sets of data resulted from the
demonstration: questionnaire survey data from the customers, summary
demographic information, utility load reports, weather data, and
customer usage records. All five sets are available in this data
collection. The questionnaire survey data in Part 1 consists of
information gathered from a post experimental survey that includes both
control and experimental customers. Parts 3-5 each contain 28 days of
data, with Parts 3 and 5 including hourly data. Parts 3-5 also contain
identifying information that links their data to the pertinent
customer/participant's demographic data in Part 2.
description: Stratified random probability sampling.
description: Datasets: 
DS0: Study-Level Files
DS1: Part 1 -- Questionnaire Survey
DS2: Part 2 -- Demographic Data
DS3: Part 3 -- Utility Load Data Group
DS4: Part 4 -- Weather Data Group
DS5: Part 5 -- Usage Data Group
description: The residential customers in the Arkansas Power and Light
Company area who were on rate R2, a rate applied to
customers within the corporate limits of towns with 51 to 4,500.
description: The start dates that are reported in all five parts of
the Arkansas demonstration are essential variables in the linkage
process. These variables, used in conjunction with the utility code,
weather station identification, and customer identification, enable
the records of Parts 2-5 to be matched and merged or subset. When
corrections of data values were made, an updated record was added to
the file, but the originally reported data record was retained. In
these instances where there are duplicate records for the same
reporting period, the second record has the correct data values.
DOI: 10.3886/icpsr07657.v1
title: Myth and Reality of Aging, 1974
title: Version 1

description: This survey, conducted by Louis Harris and Associates
 during June and July 1974, elicited the views of 4,254 respondents on
 the stereotypes and reality of aging. Two questionnaires were used,
 one asking 18- to 64-year-olds about their perceptions of how people
 ages 65 and older felt about aging, and the second asking people ages
 65 and older how they actually felt. Demographic characteristics and
 information regarding attitudes on aging and interests of the aged are
also included.
description: Stratified random sample. There were four national
 samples: (1) a cross-section of approximately 1,500 adults 18 years and
 older, (2) an oversample of approximately 2,400 adults aged 65 years
 and older, (3) an oversample of approximately 360 adults aged 55-64,
and (4) an oversample of approximately 200 Blacks aged 65 and older.
description: Datasets: 
DS1: Myth and Reality of Aging, 1974
description: Persons aged 18 or older residing in the United States.
description: Users should refer to column positions in the setup
 files provided and not the codebook positions. However, the
frequencies in the codebook are correct.
DOI: 10.15468/dl.9zxy3p
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Bangladesh, Afghanistan, Pakistan, Nepal, Myanmar, Bhutan)",
 "TaxonKey is Mycalesis nicotia Westwood"
 ]
}

 The dataset includes 15 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072047-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34847/nkl.17532t9j
title: Ruta RN34, Animita de Juan Carlos Jimenez (7)
DOI: 10.3886/icpsr08017.v1
title: ABC News/Washington Post Foreign Policy Poll, October 1981
title: Version 1

description: This special-topic poll is part of a continuing series of
 monthly surveys that solicit public opinion on the presidency and on a
 range of other political and social issues. This data collection
 assesses respondents' attitudes toward foreign policy under the Reagan
 administration. Included were questions measuring attitudes toward the
 Soviet Union, the relative military strength of the United States, and
 American relations with Arab nations, Israel, and western
 Europe. Respondents were asked questions on human rights, nuclear war,
 the spread of Communism, oil supply, and United States
 allies. Demographic information was collected, including respondent's
race, age, sex, employment, number of children, and religion.
description: Datasets: 
DS1: ABC News/Washington Post Foreign Policy Poll, October 1981
DOI: 10.15468/dl.3jyeur
title: Occurrence Download

description: A dataset containing 21975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Noctua pronuba Linnaeus, 1758",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2014",
 "BasisOfRecord is Human Observation",
 "Country is Sweden",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 21975 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072048-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15756649
title: A Fast EQCM Evidences the Presence of Nanobubbles in Water Splitting

description: Source and Experimental for a Publication EntitledA Fast Electrochemical Quartz Crystal Microbalance (EQCM) Evidences the Presence of Nanobubbles in Water Splitting
DOI: 10.5281/zenodo.15756650
title: A Fast EQCM Evidences the Presence of Nanobubbles in Water Splitting

description: Source and Experimental for a Publication EntitledA Fast Electrochemical Quartz Crystal Microbalance (EQCM) Evidences the Presence of Nanobubbles in Water Splitting
DOI: 10.15468/dl.xhcrv2
title: Occurrence Download

description: A dataset containing 2258 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sweden",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Calypso bulbosa (L.) Oakes",
 "Year 2015-2025"
 ]
}

 The dataset includes 2258 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072049-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr08218.v2
title: Chicago Lawyers Survey, 1975
title: Version 2

description: This data collection contains information gathered in 1975
 on attorneys in Chicago, Illinois. The purpose of this data collection
 was to describe and analyze the social organization of the legal
 profession in Chicago. Several major aspects of the legal profession
 were investigated: the organization of lawyers' work, the social
 stratification within the Chicago Bar Association, prestige within the
 profession, lawyers' personal values, career patterns and mobility,
 networks of association, and the "elites" within the profession.
 Specific questions elicited information on areas of law in which the
 respondents spent most of their time practicing, and the ethnicities,
 educational background, religion, political affiliation, bar
 association memberships, and sex of respondents' friends and
 colleagues. Other variables probe respondents' backgrounds, such as
 father's occupation, home town, law school from which the respondent
 graduated, religious and political affiliations, ethnicity, sex, and
income.
description: A stratified probability sample with simple random
selection of elements within strata resulted in 1,024 attorneys.
description: Datasets: 
DS1: Chicago Lawyers Survey, 1975
description: A total of 13,823 attorneys in Chicago, Illinois, had law
 offices, were not retired, had graduated from law school more than one
 year previous to the study, and were listed in SULLIVAN'S LAW
 DICTIONARY FOR THE STATE OF ILLINOIS, 1974-1975, and/or the
MARTINDALE-HUBBELL LAW DICTIONARY.
description: personal interview(1) Variables 343 (Law School Attended), 349
 (Religious Preference), 352 (Respondents Nationality), and 353
 (Spouses Nationality) were recoded due to confidentiality concerns.
 Values with counts less than 5 were collapsed into a "Recoded Other"
 (100) value. (2) ICPSR has assigned missing value designations
 according to the available documentation for this study. However, some
 continuous variables have high and low values that may fall out of a
 valid range. Users of the data should be aware of the possibility that
these values may not be valid.
DOI: 10.3886/icpsr08066.v2
title: National Health and Nutrition Examination Survey I, 1971-1975: Dental
title: Version 2

description: The National Health and Nutrition Examination Surveys (Cycle 
 I) were designed to measure the nutritional status and health of the 
 U.S. population aged 1-74 years and to obtain more detailed information 
 on the health status and medical care needs of adults aged 25-74 years 
in the civilian noninstitutionalized population.
description: Datasets: 
DS1: National Health and Nutrition Examination Survey I, 1971-1975: Dental
DOI: 10.15468/dl.fqzkfs
title: Occurrence Download

description: A dataset containing 3301846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepidoptera",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2014",
 "BasisOfRecord is Human Observation",
 "Country is Sweden",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 3301846 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072045-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pt2cz4
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-82.82866 23.99975,-79.74687 23.99975,-79.74687 25.74165,-82.82866 25.74165,-82.82866 23.99975))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Orbicella faveolata (Ellis & Solander, 1786)",
 "Year is 2015"
 ]
}

 The dataset includes 102 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072050-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.