cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.zw2rxh
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba hidalgensis"
 ]
}

 The dataset includes 18 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026815-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ds257b
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tephrosia senna)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 65 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026813-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxdf65
title: Occurrence Download

description: A dataset containing 49263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (MHA Herbarium: collections of vascular plants, TULGU Herbarium: Tula Oblast collections of vascular plants, TUL Herbarium: Tula Oblast collections of vascular plants, IRKU Herbarium: collections of vascular plants, MAG Herbarium: collections of vascular plants, KUZ Herbarium: collections of vascular plants, KULPOL Herbarium: Tula Oblast collections of vascular plants, TKM Herbarium: Tula Oblast collections of vascular plants, Moscow University Herbarium (MW), KRSU Herbarium: collections of vascular plants, SMR Herbarium: collections of vascular plants)",
 "IsInCluster is true"
 ]
}

 The dataset includes 49263 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026814-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jf9vnx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Robinia pseudoacacia",
 "Country is Bhutan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026816-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xdc8p4
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Juncus tenuis",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 33 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026817-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16007890
title: RCFT/ULRC Protocol and Data Backlog (2022–2025): Regime Assignment, Audit Trail, Calibration History, and Multi-Domain Collapse Diagnostics

description: This document provides the complete protocol, audit log, and multi-domain application data for the RCFT/ULRC system (Recursive Collapse Field Theory / Unified Language of Recursive Collapse).

 

It includes canonical definitions, symbolic invariants, drift–fidelity–entropy–curvature equations, and regime classification logic used to assign system states into Stable, Watch, Collapse, or Critical conditions.

 

The dataset spans 2022–2025 and is designed for scientific publication, regulatory audit, and algorithmic implementation.

 

Key contents:

 



Full invariant definitions and thresholds

Cross-domain examples: environmental (EPA RadNet), biomedical (EEG, MIT-BIH), climate (NASA GISTEMP), power grid

Synthetic edge case tests (low-variance, noise, periodicity, outlier injection)

Handling of missing data (NaNs, gaps, hot restarts)

False positive/false negative audit review

Attribution logic for distinguishing spike vs. turbulence vs. hybrid collapse

Multi-variable analysis (e.g., concordance/discrepancy across channels)

Regime distribution histograms and non-event audit windows

Parameter update/calibration log with rationale per change


 

 

This file serves as the definitive supplement and empirical diagnostic reference for all RCFT/ULRC implementations through mid-2025. It is suitable for use in scientific journals, methods papers, compliance reports, and symbolic collapse engine deployment.

 

Cite this document using the DOI provided. For questions or integration support, contact the author.

 

Keywords:

RCFT, ULRC, symbolic collapse, audit log, protocol, regime classification, entropy, drift, fidelity, climate anomaly, EEG, power grid, data diagnostics, reproducibility, regulatory compliance, calibration
DOI: 10.34740/kaggle/dsv/12492665
title: BITCOIN Historical Datasets 2018-2025 Binance API
DOI: 10.15468/dl.gsureu
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Robinia pseudoacacia",
 "Country is Bosnia and Herzegovina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026818-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y74t3p
title: Occurrence Download

description: A dataset containing 552 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tephrosia villosa, Tephrosia villosa)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 552 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026820-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr08281
title: State Party Organizations, 1960-1980: [United States]
title: Archival Version

description: This two-part data collection examines the complex role of party organizational strength in electoral politics. Major areas of inquiry were the conceptualization, measurement, and identification of the determinants and consequences of party organizational strength at state and county levels. Responses were gathered from mailed questionnaires and personal interviews with various state party officials. Part 1 contains data collected from former Republican and Democratic state party chairs (1960-1978) in the 27 sample states of the data collection. In addition, questionnaires were sent to current state party chairs (1978-1980) in nonsample states. Topics covered include: the factors and motives leading the respondent to seek and accept the chairmanship, budgetary data for typical election and non-election years, an assessment of the state party organization's relationship with county party organizations, and the frequency of the state party's dealings with the National Committee on party matters such as fund-raising, gaining assistance for state candidates, and federal appointments and patronage. Part 2 contains results from personal interviews with both the current state party chairs (1978-1980) and the executive director for each party in the 27 sample states. As in Part 1, respondents were questioned on a variety of issues such as their party's relationship with the National Committee, an assessment of the most important aspects of their job as chairman, and the state party's role in recruiting and screening candidates for state and national positions. Additionally, the executive director for each party was asked a series of questions concerning the operation and strength of the party. Items in the series included a description of the party headquarters, services provided by the party such as public relations or issue research, and sources of funding.
description: A systematic (non-random), stratified sampling procedure was employed to maximize variation in the political environments and in the levels of strength of state parties.
description: Datasets: DS0: Study-Level Files DS1: State Chairman Questionnaires, 1960-1980 DS2: State Chairman and Executive Director Interviews, 1980
description: All state party chairs in the United States and executive directors in sample states.
description: 1)Many questions included in the personal interviews (Part 2) were similar to items on the mailed questionnaires (Part 1). When this occurred, data from Part 2 were merged into Part 1. 2) 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.9yu33z
title: Occurrence Download

description: A dataset containing 469387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Streptopelia tranquebarica)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 469387 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069597-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr07689
title: Quality of Employment Survey, 1977: Cross-Section
title: Archival Version

description: This study contains data on the working conditions of 1,515 workers aged 16 and older who were working for pay for 20 or more hours per week in the United States in 1977. This survey is the third undertaken by the investigators to provide an overview of working conditions in the American labor force. The aims of this survey and many of the questions that were asked were comparable to those of the related collections, SURVEY OF WORKING CONDITIONS, 1969-1970 (ICPSR 3507), and QUALITY OF EMPLOYMENT SURVEY, 1972-1973 (ICPSR 3510). The major measures used in each of the three surveys were the frequency and severity of labor standards problems, the quality of employment indicators that were shown to be predictors of job satisfaction, the job satisfaction indices themselves, and the ratings of important job facets. Respondents were asked questions about many facets of their job situations and other areas of their lives that might be affected by their jobs in order to assess the impact of work on them. Questions included job tension, security, physical health, job satisfaction, and financial well-being. A series of questions regarding job expectations was also asked. Additional questions probed respondents' feelings about their overall contentment with their jobs and with life in general. This survey differs from the earlier surveys in the greater emphasis that was placed on questions related to respondents' feelings about their work culture, physical work environment, discrimination at work, job fringe benefits, and labor unions, as well as child care provisions, nature of time spent with children and spouse, use of leisure time, and electoral participation. Demographic variables provide information on age, sex, marital status, race, education, and income.
description: Datasets: DS1: Quality of Employment Survey, 1977: Cross-Section
description: A national probability sample of 1,515 currently employed workers aged 16 and older who were working for pay for 20 or more hours per week in 1977.
description: This is a cross-section version of the data. For a panel study version of the data, see the related collection, QUALITY OF EMPLOYMENT SURVEY, 1973-1977: PANEL (ICPSR 7696).
DOI: 10.3886/icpsr06570
title: Study of Ambulatory Care Sensitive Diagnoses as a Monitor of Primary Access, 1993: [California]
title: Archival Version

description: The purpose of this study was to examine whether higher 
 hospital admission rates for chronic medical conditions result from 
 community differences in access to care, prevalence of the chronic 
 medical conditions, propensity to seek care, or physician admitting 
 style. In multiple California communities, five chronic medical 
 conditions were studied: asthma, chronic obstructive pulmonary disease, 
 congestive heart failure, diabetes mellitus, and hypertension. This 
 collection includes data from two surveys, one of adults in the 
 communities (Part 1, Community Health Care Survey Data), and the other 
 of physicians who provide adult primary care in the same communities 
 (Part 3, Physician Practice Survey Data). Topics covered included 
 respondent self-report of access to care in the community (including 
 health insurance status, whether the respondent had a regular source of 
 care, and specific and overall difficulties in obtaining care), 
 respondent propensity to seek care (how important the respondent 
 thought it was to see a physician for each of five major symptoms), 
 physician predisposition to hospitalize patients, and physician 
 responsiveness to patients' social factors (such as whether the patient 
 was an alcoholic or an IV drug user, uninsured, homeless, lived alone, 
 or was covered by Medicaid). Demographic variables include sex, race, 
education, household income, and marital status.
description: Community Health Care Survey: 2,656 California ZIP codes 
 were aggregated into 250 urban and 144 rural ZIP-code clusters. Using 
 random-digit dialing, households were selected from a stratified random 
 sample of 52 of these 394 clusters. Within households, respondents were 
 randomly selected from among eligible adults. Physician Practice 
 Survey: all emergency physicians in selected clusters, and either a 
 total of 30 or 25 percent of the primary care physicians in selected 
 clusters, whichever was larger. Some physicians from outside the 
selected clusters were also sampled.
description: Datasets: 
DS0: Study-Level Files
DS1: Community Health Care Survey Data
DS2: Community Health Care Survey Data in SAS Transport Format
DS3: Physician Practice Survey Data
DS4: Physician Practice Survey Data in SAS Transport Format
description: Community Health Care Survey: English- and Spanish-speaking 
 adults between the ages of 18 and 64 years living in California for a 
 minimum of three months. Physician Practice Survey: California 
 providers of primary adult care (general internists, family physicians, 
 general practitioners) and emergency physicians listed in the American 
Medical Association Physician Masterfile.
description: The codebook 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.tk672u
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ostreopsis ovata",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069635-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr09782
title: Census of Population and Housing, 1990 [United States]: Summary Tape File 3A
title: Archival Version

description: Summary Tape File 3A contains sample data weighted to represent the total population. The collection also contains 100-percent counts and unweighted sample counts for total persons and total housing units. Additional population and housing variables include age, ancestry, disability, citizenship, education, income, marital status, race, sex, travel time to work, rent, tenure, value of housing unit, number of vehicles, and monthly owner costs. The data for the states include 178 population tables and 99 housing tables. The information for Puerto Rico includes 149 population tables and 101 housing tables. Data are provided for states and Puerto Rico and their subareas in hierarchical sequence down to the block group level.
description: Datasets: 
 
 DS0: Study-Level Files 
 DS1: Alabama 
 DS2: Alaska 
 DS4: Arizona 
 DS5: Arkansas 
 DS6: California 
 DS8: Colorado 
 DS9: Connecticut 
 DS10: Delaware 
 DS11: District of Columbia 
 DS12: Florida 
 DS13: Georgia 
 DS15: Hawaii 
 DS16: Idaho 
 DS17: Illinois 
 DS18: Indiana 
 DS19: Iowa 
 DS20: Kansas 
 DS21: Kentucky 
 DS22: Louisiana 
 DS23: Maine 
 DS24: Maryland 
 DS25: Massachusetts 
 DS26: Michigan 
 DS27: Minnesota 
 DS28: Mississippi 
 DS29: Missouri 
 DS30: Montana 
 DS31: Nebraska 
 DS32: Nevada 
 DS33: New Hampshire 
 DS34: New Jersey 
 DS35: New Mexico 
 DS36: New York 
 DS37: North Carolina 
 DS38: North Dakota 
 DS39: Ohio 
 DS40: Oklahoma 
 DS41: Oregon 
 DS42: Pennsylvania 
 DS44: Rhode Island 
 DS45: South Carolina 
 DS46: South Dakota 
 DS47: Tennessee 
 DS48: Texas 
 DS49: Utah 
 DS50: Vermont 
 DS51: Virginia 
 DS53: Washington 
 DS54: West Virginia 
 DS55: Wisconsin 
 DS56: Wyoming 
 DS72: Puerto Rico
description: Census of Population and Housing, 1990 [United States] Series
description: The codebook for All Parts Except Puerto Rico is provided as an ASCII text file. The codebook for Puerto Rico is provided as a Portable Document Format (PDF) file.
description: All persons and housing units in the United States.
DOI: 10.3886/icpsr06647
title: National Health and Social Life Survey, 1992: [United States]
title: Archival Version

description: The purpose of this study was to collect extensive information on the sexual experiences and other social, demographic, attitudinal, and health-related characteristics of adults in the United States. The survey collected information on sexual practices with spouses/cohabitants and other sexual partners and collected background information about the partners. Major areas of investigation include sexual experiences such as number of sexual partners in given time periods, frequency of particular practices, and timing of various sexual events. The data cover childhood and adolescence, as well as adulthood. Other topics in the survey relate to sexual victimization, marriage and cohabitation, and fertility. Respondents were also queried about their physical health, including history of sexually transmitted diseases. Respondents' attitudes toward premarital sex, the appeal of particular practices such as oral sex, and levels of satisfaction with particular sexual relationships were also studied. Demographic items include race, education, political and religious affiliation, income, and occupation.
description: Multistage area probability sample designed to give each household an equal probability of inclusion. Two samples were obtained: a cross-sectional sample (3,159 cases), and an oversample (273 cases) intended to increase the number of Blacks and Hispanics in the study. Overall response rate was 78.6 percent of the 4,369 eligible respondents selected for inclusion in the study.
description: Datasets: DS1: National Health and Social Life Survey, 1992: [United States]
description: Noninstitutionalized United States population aged 18-59 able to complete an interview in English.
description: personal interviews and self-administered questionnaires
DOI: 10.3886/icpsr09203
title: National Health Examination Survey, Cycle I, 1959-1962: Body Measurements
title: Archival Version

description: The National Health Examination Surveys, Cycle I (NHES I), 
 conducted during the period 1959-1962, were designed to secure 
 statistics on the health status of the population of the United States. 
 More specifically, their purpose was to determine the prevalence of 
 certain chronic diseases, the status of dental health, and the 
 distributions of auditory and visual acuity and certain anthropometric 
 measurements. This collection contains data relating to the physical 
 measurements of each examined person. Eighteen measurements of body 
 size were taken including right arm girth, chest girth, waist girth, 
 right arm skinfold, right infrascapular skinfold, height, weight, 
sitting normal height, sitting erect height, knee height.
description: National probability sample.
description: Datasets: 
DS1: National Health Examination Survey, Cycle I, 1959-1962: Body Measurements
description: Adult (ages 18-79), civilian, noninstitutionalized 
population of the coterminous United States.
description: All body dimensions other than weight are the scale 
 readings recorded to the nearest millimeter. All linear measurements, 
 other than skinfolds, were converted from centimeters to inches. Files 
 from the NHES Cycle I, 1959-1962 may be linked using the File Sequence 
 number in columns 1-5. The age distribution for this file is: N=3,853 
 ages 18-44, N=1,252 ages 45-54, N=861 ages 55-64, N=564 ages 65-74, and 
N=142 ages 75-79.
DOI: 10.15468/dl.kcvhe2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Corynorhinus townsendii)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069636-250717081556266/datasets/export for details.
DOI: 10.3886/icpsr08576
title: ABC News/Washington Post Poll, March 1986
title: Archival Version

description: This survey includes questions on a variety of political 
 and social issues with an emphasis on two major topics, religion and 
 Nicaragua. Respondents were asked whether the United States should be 
 involved in Nicaragua, whether the situation in Nicaragua is a threat 
 to the security of the United States, and if they approve of the 
 action of the House of Representatives in refusing Reagan's aid 
 request for the contras. On religion, respondents were questioned 
 about religious upbringing and education, current participation, and 
 religion's influence on their personal values. Respondents were also 
 asked to rate Reagan's performance as president and to assess whether 
 or not the Soviet Union is a threat to the United States. Additional 
 subjects include legalization of marijuana, the civil rights 
 movement, medical care and insurance, voting history, day care, and 
 experience with unemployment. Demographic characteristics were also 
recorded.
description: Households were selected by random digit dialing.
description: Datasets: 
DS1: ABC News/Washington Post Poll, March 1986
description: The population of the United States aged 18 and over.
description: The data contain blanks. Included in the data is a 
weight variable which must be used in all analysis.