cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/icpsr06458
title: Survey of Federal Employees Health Benefits Plan (FEHBP) Members, 1994: [United States]
title: Archival Version

description: These data provide information on individual health plans 
 that are available to federal employees and retirees, with the 
 objective of measuring enrollees' opinions of and satisfaction with 
 their medical care and health plans. Participation in the survey was 
 voluntary, with a random sample of individuals drawn from the 
 population of participating insurance plans with 300 or more FEHBP 
 enrollees. Results were reported on a total of 265 health plans. 
 Respondents (and/or family members) who had used medical services 
 during the past 12 months were asked for their opinions on the care 
 that they received. Part 1, HMO Plan, contains data from respondents 
 covered under a Health Maintenance Organization (HMO) plan, who were 
 asked to rate access to care, quality of care from doctors and medical 
 professionals, choice of primary care doctors available through the 
 plan, range of services covered, information provided by the plan, 
 customer service, simplicity of paperwork, and costs. In Part 2, 
 Fee-for-Service Plan, the questions are similar to those asked in the 
 HMO questionnaire and also include data on claims processing and 
 preferred provider networks. Demographic information includes age, sex, 
education, income, and family size.
description: A random sample was drawn from the list of enrollees 
provided by each plan.
description: Datasets: 
DS0: Study-Level Files
DS1: HMO Plan
DS2: Fee-for-Service Plan
description: All federal employees who are United States residents 
currently enrolled in a health benefits plan.
description: Users are advised that a full technical report with 
 tables and appendices is available from the Center for the Study of 
Services, 733 15th Street NW, Suite 820, Washington, DC 20005.
DOI: 10.12770/dbda4812-1250-4ea1-bf6b-bb779545fa2a
title: Modèles Numériques de Terrain (MNT) - Plage de La Franqui (Leucate) - 2017 à Aujourd'hui

description: Modèle Numérique de Terrain (MNT) de la plage de la Franqui (commune de Leucate) à résolution centimétrique. Effectué à partie de données acquises au DGaPS RTK lors de la campagne Gladys PNR - Leucate/la Franqui (2017 - 2019) et dans le cadre du suivi bi-annuel (2010 - 2024) (Leucate, département de l’Aude).
DOI: 10.6084/m9.figshare.28106033.v1
title: BazSNN network

description: snn.py demonstrates the bazsnn neural network architecture.pred_validate_single.py demonstrates how to predict back azimuth based on a series of reference sample.
DOI: 10.3886/icpsr06162.v1
title: Occupational Changes in a Generation, 1962 and 1973
title: Version 1

description: These data were collected to study the effect of men's 
 backgrounds on their careers. The 1962 and 1973 surveys (Parts 1 and 2) 
 were intended to supplement the March Current Population Surveys 
 conducted by the Census Bureau. The Replicate Data file (Part 3) is a 
 recoded subset of the common variables from the 1962 and 1973 data 
 files. This file was designed to facilitate carrying out comparative 
 analyses of the 1962 and 1973 data. Variables include respondent's age, 
 employment history, military service (1973 only), marital history, 
 ethnicity, income, education, and (in 1962 only) number of children. 
 Also included is information about educational attainment and 
 occupation of the head of the household in which the respondent lived 
 at age 16, intact family, mother's educational attainment (1973 only), 
 number of siblings, and educational attainment of the respondent's 
 oldest and (in 1973 only) youngest brother. Similar data on education, 
 current occupation, and income are available for wives of respondents, 
 but social background data for wives are limited to father's 
 occupation, father's education, number of siblings, and mother's 
education (1973 only).
description: Multistage probability sample.
description: Datasets: 
DS0: Study-Level Files
DS1: 1962 Data
DS2: 1973 Data
DS3: Replicate Data, 1962 and 1973
DS4: Replicate Data, 1962 and 1973, A User's Guide to the Machine-Readable File, Volume 1
DS5: Replicate Data, 1962 and 1973: A User's Guide to the Machine-Readable Data File, Volume II
DS6: 1962 Data, A User's Guide to the Machine-Readable Data File, Volume I
DS7: 1962 Data, A User's Guide to the Machine-Readable Data File, Volume II
description: For 1962, the universe consists of males aged 20 to 64 in 
 the civilian noninstitutional population and 90,000 armed forces 
 personnel in the United States. For the 1973 data, the universe 
 consists of males aged 20 to 65 in the civilian noninstitutional 
population of the United States.
DOI: 10.15468/dl.gywpam
title: Occurrence Download

description: A dataset containing 37462 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 Emberiza impetuani A.Smith, 1836",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 37462 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071815-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.12770/bf7d35ba-c637-4da5-b6ee-ee7f322d69da
title: Modèle Numérique de Terrain (MNT) - Plages de Paulilles (Port-Vendres) - 2017 à Aujourd'hui

description: Modèle Numérique de Terrain (MNT) des 3 plages de l’anse de Paulilles (commune de Port-Vendres) à résolution centimétrique Effectué à partie de données acquises au DGPS RTK lors de la campagne SENVISAT - Paulilles (2017 - 2019) dans le cadre du suivi bi-annuel (2020 - 2024) (Port-Vendres, département des Pyrénées-Orientales).
DOI: 10.3886/icpsr06306.v1
title: State and Local Government [United States]: Sources and Uses of Funds, State Financial Statistics, 1933-1937
title: Version 1

description: This data collection contains financial data on state 
 government revenues and expenditures for 16 states during 1933-1937. 
 There are separate files for different levels of aggregation: (1) 
 revenue and expenditure aggregates (1-digit codes), (2) revenues and 
 expenditures classified by major 20th-century categories (2-digit 
 codes), (3) revenues and expenditures classified by minor categories 
 that correspond to special features of 19th- and/or 20th-century 
 governments (3-digit codes), and (4) revenues and expenditures 
 classified by idiosyncratic categories which differ from state to state 
 (4-digit categories). Parts 1 through 4 contain expenditure data. Parts 
 5 through 8 comprise revenue data. Part 9 contains codes for the 
categories of expenditures and revenues.
description: Datasets: 
DS0: Study-Level Files
DS1: 30EXP1.TXT: Expenditures Data at 1-Digit Level of Aggregation
DS2: 30EXP2.TXT: Expenditures Data at 2-Digit Level of Aggregation
DS3: 30EXP3.TXT: Expenditures Data at 3-Digit Level of Aggregation
DS4: 30EXP4.TXT: Expenditures Data at 4-Digit Level of Aggregation
DS5: 30REV1.TXT: Revenues Data at 1-Digit Level of Aggregation
DS6: 30REV2.TXT: Revenues Data at 2-Digit Level of Aggregation
DS7: 30REV3.TXT: Revenues Data at 3-Digit Level of Aggregation
DS8: 30REV4.TXT: Revenues Data at 4-Digit Level of Aggregation
DS9: CODE.TXT: Categories of Expenditures and Revenues
description: Financial records of 16 states: Alabama, Arizona, Arkansas, 
 Idaho, Illinois, Nebraska, North Carolina, North Dakota, Nevada, Ohio, 
 Pennsylvania, South Carolina, South Dakota, Utah, Virginia, and 
Vermont.
description: (1) The data files use commas and quote marks to 
 delimit variables. (2) See also SOURCES AND USES OF FUNDS IN STATE AND 
LOCAL GOVERNMENTS, 1790-1915: [UNITED STATES] (ICPSR 9728).
DOI: 10.15468/dl.yhwep3
title: Occurrence Download

description: A dataset containing 1384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Peru",
 "Geometry POLYGON((-74.52896 -15.70737,-73.78468 -16.2589,-72.55973 -16.74951,-71.48984 -17.38688,-71.39681 -17.7712,-70.43546 -18.37556,-70.12534 -18.43441,-69.79972 -18.22835,-69.76871 -17.75643,-69.39657 -17.65304,-69.52062 -17.26846,-69.22601 -16.97209,-68.97792 -16.63069,-68.97792 -16.18446,-69.22601 -15.97587,-69.87725 -15.94606,-70.90063 -15.76707,-71.69142 -15.45346,-72.31164 -15.22916,-73.22648 -14.92973,-73.72266 -15.06453,-74.52896 -15.70737))",
 "HasGeospatialIssue is false",
 "TaxonKey is Asthenes dorbignyi (Reichenbach, 1853)"
 ]
}

 The dataset includes 1384 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071816-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr06608.v2
title: CBS News/New York Times Monthly Poll #2 and Callback, September 1994
title: Version 2

description: This 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. In addition to posing the standard
 monthly questions, these two surveys also contained items focusing on
 the crisis in Haiti. On September 18, before United States troops were
 sent to Haiti, 747 respondents were queried. The next day, 504
 individuals were recontacted for the callback portion of the
 survey. Respondents were asked whether they approved of President Bill
 Clinton's handling of the situation in Haiti, whether the United
 States had a responsibility to do something to restore democracy in
 Haiti, and whether the United States should send troops or try to
 find a diplomatic solution to the crisis. Opinions were solicited on
 former President Jimmy Carter's role in the crisis and the extent of
 the role United States military troops should play in
 Haiti. Respondents were asked to evaluate various reasons for
 involvement in Haiti, such as stopping human rights abuses, aiding
 Haitian refugees, and ensuring political stability in the Caribbean,
 and whether these reasons were sufficient to risk American
 troops. Background information on respondents includes voter
 registration status, household composition, vote choice in the 1992
 presidential election, political party, political orientation,
education, age, sex, race, religious preference, and family income.
description: A variation of random-digit dialing using primary sampling
 units (PSUs) was employed, consisting of blocks of 100 telephone
 numbers identical through the eighth digit and stratified by
 geographic region, area code, and size of place. Within households,
 respondents were selected using a method developed by Leslie Kish and
 modified by Charles Backstrom and Gerald Hursh (see Backstrom and
 Hursh, SURVEY RESEARCH [Evanston, IL: Northwestern University Press,
1963]).
description: Datasets: 
DS1: CBS News/New York Times Monthly Poll #2 and Callback, September 1994
description: Adult population of the United States aged 18 and over
having telephones at home.
description: (1) A weight variable has been included and must be
 used for any analysis. (2) Variables 63-81 are the questions asked of
 the respondents who were reinterviewed on September 19. (3) 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 on the ICPSR Website.
DOI: 10.15468/dl.dmge6f
title: Occurrence Download

description: A dataset containing 20847 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Acrocephalus paludicola (Vieillot, 1817)"
 ]
}

 The dataset includes 20847 records from 190 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071817-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25326/h361-x434
title: IR spectrum: ETHYL ACETATE || ETHYL ACETATE (ultra trace analysis)
DOI: 10.25326/k17c-0762
title: IR spectrum: FORMALDEHYDE || HCHO
DOI: 10.25326/60ta-na06
title: IR spectrum: ACETONITRILE || METHYL CYANIDE
DOI: 10.25326/3te8-ta74
title: IR spectrum: CYCLOPENTANOL
DOI: 10.25326/t1vj-8f02
title: IR spectrum: FORMALDEHYDE || HCHO
DOI: 10.25326/mcaz-h387
title: IR spectrum: 2-PROPENE-1-OL || ALLYL ALCOHOL
DOI: 10.25326/9v34-3v72
title: IR spectrum: DICHLOROACETYL CHLORIDE
DOI: 10.25326/ad69-9t79
title: IR spectrum: H2O2 || HYDROGEN PEROXIDE
DOI: 10.25326/1jee-t816
title: IR spectrum: Methylol formaldehyde
DOI: 10.25326/cqad-4f89
title: IR spectrum: a-PINENE OXIDE
DOI: 10.25326/s8ee-9929
title: IR spectrum: 2-METHYLPROPANE (g) || i-Butane || ISOBUTANE
DOI: 10.25326/e8qs-gv75
title: IR spectrum: di-ISOPROPYL ETHER || DIPE || i-Propyl Ether || ISOPROPYL ETHER
DOI: 10.25326/4kj8-yh17
title: IR spectrum: H2O2 || HYDROGEN PEROXIDE
DOI: 10.25326/kgzf-wz73
title: IR spectrum: 2-methyl propanal || 2-METHYLPROPIONALDEHYDE || ISOBUTYRALDEHYDE || Isopropyl Aldehyde
DOI: 10.25326/ygpf-w813
title: IR spectrum: β-Angelica lactone
DOI: 10.5284/1132988
title: Site Data from an Archaeological Evaluation at the Former Lexden Springs School and Adjacent Fire Station, Colchester, Essex, February 2021

description: This collection comprises images, site records, and CAD files from an archaeological evaluation. This was carried out by Colchester Archaeological Trust in February 2021 at the former Lexden Springs School and adjacent Fire Station, off Halstead Road, Colchester, Essex, CO3 3PZ. The two trial-trenches were undertaken to determine the precise location of the Shrub End Dyke/Triple Dyke which runs through the development site. 
If circumstances permitted, thorough excavation of these ditches in the future would not only allow their profiles to be accurately recorded and compared to those from 1961, but has the potential for finds and dating evidence to be recovered, and for the exact route, construction and form of the dyke to be better understood. However, evidence from the current works indicate that the banks have been completely levelled within the development site.
DOI: 10.15468/dl.hhnbkt
title: Occurrence Download

description: A dataset containing 368 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Betta splendens Regan, 1910",
 "Year 2008-2025"
 ]
}

 The dataset includes 368 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071818-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sf2ege
title: Occurrence Download

description: A dataset containing 2086 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Peru",
 "Geometry POLYGON((-74.49021 -15.69388,-73.86933 -16.27778,-73.73226 -16.40646,-72.85303 -16.58088,-71.53419 -17.40721,-71.47078 -17.70768,-71.26607 -17.84343,-70.41242 -18.40838,-70.1244 -18.36258,-69.86669 -18.15573,-69.38171 -17.58238,-69.52954 -17.20618,-69.00391 -16.64045,-68.9382 -16.2466,-69.46384 -15.74131,-70.31799 -15.83615,-70.87648 -15.67806,-71.74706 -15.26646,-72.12486 -15.17136,-72.73262 -14.77465,-73.61963 -14.75877,-74.19454 -15.07622,-74.49021 -15.69388))",
 "HasGeospatialIssue is false",
 "TaxonKey is Plegadis ridgwayi (Allen, 1876)"
 ]
}

 The dataset includes 2086 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071819-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/lzuwqr
title: AICCRA PARTNERS’ Satisfaction SURVEY results for 2024

description: Accelerating Impacts of CGIAR Climate Research for Africa (AICCRA) supports climate-smart agriculture and climate information services through six country teams and thematic Clusters. Its 2024 Partners’ Satisfaction and Partnership Efficacy survey collected 417 responses from 227 stakeholders across 12 Clusters, achieving a 70% response rate. The survey assessed 46 AICCRA services, reporting an average usage rate of 84% and a satisfaction score of 88%. Services were perceived as demand-driven by 67% of respondents. Capacity strengthening (43% of services) reached over 70,000 people, while tools and technologies (35%) reached nearly 9,000; technical assistance (22%) scored highest in satisfaction (90%). The survey also indicated improved integration of climate-smart Gender and Social Inclusion (GSI) (87%). AICCRA uses this feedback to strengthen partnerships, improve service delivery, and inform performance metrics such as IPI 3.3. The multilingual survey supports citizen engagement and captures diverse perspectives across Africa's climate resilience landscape.
DOI: 10.15468/dl.ppkrax
title: Occurrence Download

description: A dataset containing 445840 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Swiss National Amphibian Databank"
 ]
}

 The dataset includes 445840 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071829-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykawwb
title: Occurrence Download

description: A dataset containing 2115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aulacomnium palustre (Hedw.) Schwägr.",
 "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 2115 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071821-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15755689
title: Data for the paper "High-energy gamma-ray emission from memory-burdened primordial black holes" (Chianese 2025)

description: The files in this repository are provided to supplement the research article "High-energy gamma-ray emission from memory-burdened primordial black holes", Chianese 2025.

They contain the constraints at 95% CL on the today abundance f_PBH of memory-burdended Primordial Black Holes (PBHs) placed by high-energy gamma-ray (Chianese 2025) and neutrino (Chianese et al. 2024) measurements, as a function of the PBHs mass at formation M_PBH and the memory-burden parameter k (the parameter q is fixed to 0.5).

For any questions please feel free to contact me: m.chianese[AT]ssmeridionale.it

All files are saved using the "numpy.save" command and can be imported by using "numpy.load" in Python.

 

General



The file k_values.npy gives the range of values of k for which the constraints have been computed, specificaly from k = 1.0 to k = 5.0 (number of values = 21).

For each value of k, the lowest value for M_PBH corresponds to memory-burdened PBHs with a lifetime equal to the age of the Universe.

Values of 1e2 for f_PBH mean that there is no constraint.


 

Gamma-ray constraints

Files:



gamma_constraints_mPBH.npy - Values of M_PBH for different values of k.Shape 21 x 101 = (number of k values) x (number of masses)

gamma_constraints_fPBH.npy - Constraint on f_PBH.Shape 21 x 101 x 9 = (number of k values) x (number of masses) x (different data sample)

gamma_constraints_fPBH=1.npy - PBH masses correspoding to f_PBH = 1 as a function of k, i.e. the function M_PBH = M_PBH(k). The values for k are given in the file k_values.npy. Values NaN mean that there is no constraint.Shape 21 x 9 = (number of k values) x (different data sample)


The data samples analyzed are:



index 0 - Isotropic Gamma-Ray Background (IGRB) from Fermi-LAT

index 1 - Galactic emission from LHAASO (inner region)

index 2 - Galactic emission from LHAASO (outer region)

index 3 - CASA-MIA

index 4 - KASCADE

index 5 - KASCADE-Grande

index 6 - Pierre Auger Observatory (2015)

index 7 - Pierre Auger Observatory hybrid (2016)

index 8 - Telescope Array Surface Detector (2018)


 

Neutrino constraints

Files:



neutrino_constraints_mPBH.npy - Values of M_PBH for different values of k.Shape 21 x 101 = (number of k values) x (number of masses)

neutrino_constraints_fPBH.npy - Constraint on f_PBH.Shape 21 x 101 x 4 = (number of k values) x (number of masses) x (different data sample)

neutrino_constraints_fPBH=1.npy - PBH masses correspoding to f_PBH = 1 as a function of k, i.e. the function M_PBH = M_PBH(k). The values for k are given in the file k_values.npy. Values NaN mean that there is no constraint.Shape 21 x 4 = (number of k values) x (different data sample)


The data samples analyzed are:



index 0 - IceCube HESE data (7.5 years)

index 1 - IceCube EHE data (7 years)

index 2 - IceCube-gen2 forecast (3 years)

index 3 - GRAND200k forecast (3 years)