cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/v5c-yg9-rws
title: Symphytum officinale L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/eql-aa5-m62
title: Mentha L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/x2b-4fs-6ls
title: Geranium arabicum subsp. arabicum

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8r6-gmz-b7c
title: Cardamine pratensis subsp. rivularis (Schur) O. Bolòs & Vigo

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xb7-jly-9ht
title: Draba lasiocarpa Rochel

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3886/icpsr23562
title: ICT Diffusion and Distribution Dataset, 1990-2007
title: Archival Version

description: This dataset covers the years 1990 through 2007 and contains two types of indicators for the global distribution of information, communication and technology (ICT) resources. The data includes gini coefficients for the distribution of Internet access within countries, and a technology diffusion index that weights the distribution of broadband subscribers, personal computers, mobile phones, Internet users, and international Internet bandwidth by economic output. The data are secondary source data, based on the analysis of primary data from 204 surveys fielded in 47 countries.
description: Detailed weight information is contained in the codebook.
description: ICPSR data undergo a confidentiality review and are altered when necessary to limit the risk of disclosure. ICPSR also routinely creates ready-to-go data files along with setups in the major statistical software formats as well as standard codebooks to accompany the data. In addition to these procedures, ICPSR performed the following processing steps for this data collection: Checked for undocumented or out-of-range codes..
description: Datasets: 
 
 DS1: Dataset
description: web-based survey 
Information concerning weights are found in the codebook.
description: Please refer to the codebook for information regarding the sample.
DOI: 10.3535/7ht-vpf-cam
title: Linum usitatissimum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/b5w-g55-v5c
title: Verbena bracteata Cav. ex Lag. & Rodr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.zw5kvd
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ageratum conyzoides",
 "Country is Cambodia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069885-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/60f-r44-zzg
title: Heterotheca camporum (Greene) Shinners

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v0b-3km-bd1
title: Cyperus esculentus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.mvx4et
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Yucca aloifolia",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069887-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/b7y-pkj-94m
title: Iodes Blume

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sfr-7ml-f8j
title: Pelargonium quinquelobatum Hochst. ex A. Rich.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/247-79d-5xf
title: Cochlearia pyrenaica DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7ap-3ra-3fn
title: Thyrsanthella difformis (Walter) Pichon

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zvy-38c-bam
title: Hoslundia opposita Vahl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3886/icpsr09529
title: Integrated Postsecondary Education Data System (IPEDS): Fall Staff, 1987
title: Archival Version

description: This data collection describes the distribution of full-time 
 and part-time faculty and staff in postsecondary institutions of the 
 United States by occupational category. Collected biennially beginning 
 in 1987, these data permit analysis of trends and distribution of staff 
 in postsecondary education. They also allow comparisons of staffing 
 patterns by institutional type and control and examine the relationship 
 between financial resources and staff resources. The breakdown of the 
 occupational category ranges from executive to faculty to clerical to 
 service/maintenance. Contracted or donated services were also 
indicated. The unit of analysis is the institution.
description: All two-year and over postsecondary institutions were 
 included along with a probability of selection sample of all less than 
two-year private institutions.
description: Datasets: 
DS1: Integrated Postsecondary Education Data System (IPEDS): Fall Staff, 1987
description: All postsecondary institutions in operation during 1987 in 
the United States and its outlying areas.
DOI: 10.3535/7rw-605-flj
title: Campanula scheuchzeri Vill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lyc-p59-w09
title: Crepis setosa Haller fil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3886/icpsr06934
title: Integrated Postsecondary Education Data System (IPEDS): Fall Staff, 1993
title: Archival Version

description: This data collection describes the number of institutional
 faculty and staff in postsecondary institutions of the United States
 by occupational activity, full- and part-time status, sex, and
 race/ethnicity. Beginning in 1993, this survey, conducted in
 odd-numbered years, replaces the EEO-6 survey administered by the
 Equal Employment Opportunity Commission. Part 1 (Part D from IPEDS-S)
 provides institutional characteristics, such as state, region, and
 locale codes, and name of institution. Part 2 includes Parts A, B, C,
 E, and F of the Survey (IPEDS-S). Part 3 contains data collected by
 the IPEDS-CN Survey. The survey was sent to all higher education
 institutions and all other schools offering a baccalaureate degree or
 higher. In addition, staff data were collected from the remaining
 institutions via the consolidated form (IPEDS-CN). Information from
 the IPEDS-S form includes the distribution of full- and part-time
 staff by primary occupation, sex, and race/ethnicity, full-time
 faculty by academic rank and tenure, full-time new hires by sex and
 race/ethnicity, and contracted and donated services (E) (such as
 executive/administrative, faculty, technical and paraprofessionals, or
 clerical and secretarial) by occupational activity. Information from
 the IPEDS-CN form includes number of staff by employment status,
primary occupation, and sex.
description: Datasets: 
DS0: Study-Level Files
DS1: IPEDS Institutional Characteristic File 1993, Part D Data From Survey IPEDS-S
DS2: Data From 1993 IPEDS-S Parts A, B, C, E, F
DS3: Data From 1993 IPEDS-CN Survey
description: Postsecondary institutions in the 50 states, the District
 of Columbia, and outlying areas (American Samoa, Guam, Puerto Rico,
 the Virgin Islands, the Marshall Islands, the Federated States of
 Micronesia, the Northern Mariana Islands, and Palau) that were
 eligible to participate in Title IV federal financial aid programs in
1995.
description: The codebook and data collection instruments are
 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
Web site.
DOI: 10.3535/h0s-173-4z2
title: Cerastium carinthiacum Vest

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2mf-7qa-8s3
title: Descurainia sophia (L.) Webb ex Prantl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f63-47c-y2t
title: Androsace vitaliana subsp. praetutiana (Sünd.) Kress

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kwt-5bl-0m9
title: Solidago canadensis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3886/icpsr02514
title: Integrated Postsecondary Education Data System (IPEDS): Fall Staff, 1995
title: Archival Version

description: This data collection describes the number of institutional
 faculty and staff in postsecondary institutions of the United States
 by occupational activity, full- and part-time status, sex, and
 race/ethnicity. Beginning in 1993, this survey, conducted in
 odd-numbered years, replaced the EEO-6 survey administered by the
 Equal Employment Opportunity Commission. Part 1 provides institutional
 characteristics from Form #IPEDS-IC, such as state, region, and locale
 codes, and name of institution. A detailed Fall Staff survey (IPEDS-S)
 was sent to all higher education institutions and all other schools
 offering a baccalaureate degree or higher. In addition, staff data
 were collected from the remaining institutions via the consolidated
 form (IPEDS-CN). Information from the IPEDS-S form (Parts 2 and 3)
 includes the distribution of full- and part-time staff by primary
 occupation, sex, and race/ethnicity, full-time faculty by academic
 rank and tenure, full-time new hires by sex and race/ethnicity, and
 contracted and donated services (E), (such as
 executive/administrative, faculty, technical and paraprofessionals, or
 clerical and secretarial) by occupational activity. Information from
 the IPEDS-CN form (Part 4) includes number of staff by employment
status, primary occupation, and sex.
description: Datasets: 
DS0: Study-Level Files
DS1: Institutional Characteristics Data From the IPEDS-IC Form
DS2: Staff Data From the IPEDS-S Form (Parts A, B, C, D, F,and G)
DS3: Contracted or Donated Services Data From the IPEDS-S Form (Part E)
DS4: Staff Data From the IPEDS-CN Form
description: postsecondary institutions in the 50 states, the District
 of Columbia, and outlying areas (American Samoa, Guam, Puerto Rico,
 the Virgin Islands, the Marshall Islands, the Federated States of
 Micronesia, the Northern Mariana Islands, and Palau) that were
 eligible to participate in Title IV federal financial aid programs in
1995.
description: The codebook and data collection instruments are
 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 (version 3.0 or
 later). Information on how to obtain a copy of the Acrobat Reader is
provided through the ICPSR Website on the Internet.
DOI: 10.3535/q9k-cxw-fe8
title: Antennaria dioica (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hka-ryz-8n6
title: Rhamnus saxatilis subsp. saxatilis

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kc6-3lc-0fv
title: Androsace villosa L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/per-1xx-a7s
title: Brassica insularis Moris

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/r0j-bcf-eve
title: Ballota nigra L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3886/icpsr24721
title: Focal Point Theory Test of Behavior and Attitudes
title: Archival Version

description: Economic theories of legal compliance emphasize legal sanctions, whereas psychological and sociological theories stress the perceived legitimacy of law. Without disputing the importance of either mechanism, this study tests a third way that law affects behavior, an expressive theory that claims law influences behavior by creating a focal point around which individuals coordinate. The study examined how various forms of third-party "cheap talk" influence the behavior of subjects in a Hawk/Dove or Chicken game. Despite the players' conflicting interests, it was found that messages highlighting an equilibrium tend to produce that outcome. Most striking, this result emerged even when the message was selected by an overtly random, mechanical process. A similar result was obtained when the message was delivered by a third-party subject; the latter effect was significantly stronger than the former only when the subject speaker was selected by a merit-based process. These results suggest that, in certain circumstances, law generates compliance not only by sanctions and legitimacy, but also by facilitating coordination around a focal outcome.
description: To investigate an alternate way of how law affects behavior.
description: ICPSR data undergo a confidentiality review and are altered when necessary to limit the risk of disclosure. ICPSR also routinely creates ready-to-go data files along with setups in the major statistical software formats as well as standard codebooks to accompany the data. In addition to these procedures, ICPSR performed the following processing steps for this data collection: Performed consistency checks.; Checked for undocumented or out-of-range codes..
description: Datasets: 
 
 DS0: Study-Level Files 
 DS1: Part 1 
 DS2: Part 2
description: on-site questionnaire
description: Undergraduate students at the University of Illinois, Champaign-Urbana.
description: Convenience sampling.
DOI: 10.3535/b70-sfb-wl4
title: Filago lutescens Jord.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wwv-djg-ene
title: Silphiodaucus prutenicus subsp. prutenicus

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tje-am9-xpb
title: Ficaria verna subsp. bulbifera Á. Löve & D. Löve

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vxz-txr-aan
title: Guenthera gravinae (Ten.) Gómez-Campo

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3886/icpsr24610
title: Affect, Reason, and Decision Making
title: Archival Version

description: This study examines the commonly observed inverse relationship between perceived risk and perceived benefit. The researchers proposed that this relationship occurs because people rely on affect when judging the risk and benefit of specific hazards. The study tested and confirmed the hypothesis that providing information designed to alter the favorability of one's overall affective evaluation of an item (say nuclear power, natural gas, and food preservatives) would systematically change the risk and benefit judgments for that item. The study suggests that people seem prone to using an "affect heuristic" which improves judgmental efficiency by deriving both risk and benefit evaluations from a common source -- affective reactions to the stimulus item.
description: The purpose of this study was to re-examine the commonly observed inverse relationship between perceived risk and perceived benefit.
description: Datasets: 
 
 DS1: Dataset
description: computer-assisted self interview (CASI), self-enumerated questionnaire 
For a more detailed description of the study design, results, and discussion, please see the Finucane et al. paper included in the ICPSR codebook.
description: College students.
description: Convenience sample.
DOI: 10.3535/brz-kn1-03d
title: Draba verna L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cql-q6q-9jr
title: Herniaria hirsuta L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5rd-dbn-thb
title: Aster alpinus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wa2-bc2-wv8
title: Silphiodaucus prutenicus subsp. prutenicus

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.xvpup4
title: Occurrence Download

description: A dataset containing 2490 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum miliaceum",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2490 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027921-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5tu38k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago lanceolata",
 "Country is Korea (Democratic People’s Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027918-250711103210423/datasets/export for details.
DOI: 10.15468/dl.e9snre
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum miliaceum",
 "Country is Georgia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027919-250711103210423/datasets/export for details.
DOI: 10.15468/dl.atm6jn
title: Occurrence Download

description: A dataset containing 1014 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Paeonia veitchii"
 ]
}

 The dataset includes 1014 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027917-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8augh
title: Occurrence Download

description: A dataset containing 9012 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago lanceolata",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9012 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027920-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15099888
title: Source Data and Code for "Shifts in MJO Behavior Enhance Predictability of Subseasonal Precipitation Whiplashes"

description: Hi there,



Source Data.zip contains



The minimum dataset to reproduce the main and SI figures shown in our paper (see the reference below). 

The identified MJO events and propagation diversity based on observational data (NOAA interpolated OLR) and 28 CMIP6 models.



Source Code.tar.gz contains the scripts to reproduce the analysis is /Codes_MJO/MJO_CMIP6_Zenodo.m.

You'll need the Matlab Package m_map1.4o.tar.gz to plot the figures using the source code.


Please cite our paper if you find this dataset and the source code helpful. Thank you.



Cheng, T. F., Wang B., Liu F., Chen G., & Lu M. (2025). Shifts in MJO Behavior Enhance Predictability of Subseasonal Precipitation Whiplashes. Nat Commun 16, 3978 (2025). https://doi.org/10.1038/s41467-025-58955-4
DOI: 10.5281/zenodo.15099889
title: Source Data and Code for "Shifts in MJO Behavior Enhance Predictability of Subseasonal Precipitation Whiplashes"

description: Hi there,



Source Data.zip contains



The minimum dataset to reproduce the main and SI figures shown in our paper (see the reference below). 

The identified MJO events and propagation diversity based on observational data (NOAA interpolated OLR) and 28 CMIP6 models.



Source Code.tar.gz contains the scripts to reproduce the analysis is /Codes_MJO/MJO_CMIP6_Zenodo.m.

You'll need the Matlab Package m_map1.4o.tar.gz to plot the figures using the source code.


Please cite our paper if you find this dataset and the source code helpful. Thank you.



Cheng, T. F., Wang B., Liu F., Chen G., & Lu M. (2025). Shifts in MJO Behavior Enhance Predictability of Subseasonal Precipitation Whiplashes. Nat Commun 16, 3978 (2025). https://doi.org/10.1038/s41467-025-58955-4
DOI: 10.5281/zenodo.15768089
title: Calculated phonon spectrum and superexchange interactions in the dimerized phase of CuGeO3

description: This repository contains the input and output data of density functional theory calculations of the phonon spectrum of CuGeO3 using VASP and Phonopy and the input and output data for a total energy mapping analysis (TEMA) used to estimate the superexchange interactions. 

The repository is related to the article

L. Spitz, A. Razpopov, S. Biswas, H. Lane, S. E. Nikitin, K. Iida, R. Kajimoto, M. Fujita, M. Arai, M. Mourigal, Ch. Rüegg, R. Valentí, B. Normand, "Phonon spectrum in the spin-Peierls phase of CuGeO3", arXiv:2507.12409 (2025)
DOI: 10.15468/dl.ierkeq
title: Occurrence Download

description: A dataset containing 227869838 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plantae"
 ]
}

 The dataset includes 227869838 records from 4586 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045330-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zuy9ga
title: Occurrence Download

description: A dataset containing 10802 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Procambarus clarkii (Girard, 1852), Procambarus virginalis Lyko, 2017, Procambarus acutus (Girard, 1852), Faxonius limosus (Rafinesque, 1817), Pacifastacus leniusculus (Dana, 1852), Faxonius virilis (Hagen, 1870), Faxonius immunis (Hagen, 1870), Faxonius juvenilis (Hagen, 1870), Faxonius rusticus (Girard, 1852), Pontastacus leptodactylus (Eschscholtz, 1823))",
 "Country is one of (Belgium)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 10802 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003302-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.