cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34810/data1565
title: Surveys dataset of Local Indicators of Climate Change Impacts in Pangnirtung, Baffin Island, Canada

description: Quantitative dataset of the Site 'Pangnirtung, Baffin Island' collected by Eranga Galapathithi in Canada. This dataset was collected in the context of the ERC funded project: LICCI - Local Indicators of Climate Change Impacts (The contribution of local knowledge to climate change research). It includes the 2st - quantitative part of a 2 part dataset. Quantitative data collection includes household-level surveys with up to 125 randomly selected households and individual-level surveys of up to 175 individuals chosen by convenience sampling. More information on the project at https://licci.eu
description: LICCI Data Collection application / https://gitlab.com/licci/opentek_fe, v0.6.18 (partner)
DOI: 10.15468/dl.v6zfrw
title: Occurrence Download

description: A dataset containing 16124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Neobatrachus Peters, 1863"
 ]
}

 The dataset includes 16124 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081421-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwxv5n
title: Occurrence Download

description: A dataset containing 18352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Paederia foetida"
 ]
}

 The dataset includes 18352 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019394-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m65ena
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Siegesbeckia orientalis",
 "Country is Bosnia and Herzegovina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019395-250920141307145/datasets/export for details.
DOI: 10.15468/dl.m3kakx
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019396-250920141307145/datasets/export for details.
DOI: 10.34810/data1566
title: Qualitative dataset of Local Indicators of Climate Change Impacts in Eastern Sri Lanka, Sri Lanka

description: Qualitative dataset of the Site 'Eastern Sri Lanka' collected by Eranga Galapathithi in Sri Lanka. This dataset was collected in the context of the ERC funded project: LICCI - Local Indicators of Climate Change Impacts (The contribution of local knowledge to climate change research). It includes the 1st - qualitative part of a 2 part dataset Qualitative data collection involves first conducting semi-structured interviews to gather community insights, followed by using focus group discussions to validate and identify new observations. More information on the project at https://licci.eu
description: LICCI Data Collection application / https://gitlab.com/licci/opentek_fe, v0.6.18 (partner)
DOI: 10.15468/dl.b4abgx
title: Occurrence Download

description: A dataset containing 2844 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hylomys suillus, Neohylomys hainanensis, Neotetracus sinensis, Erinaceus amurensis, Hemiechinus auritus, Mesechinus dauuricus, Mesechinus hughi, Uropsilus gracilis, Uropsilus soricipes, Scaptonyx fusicaudus, Scapanulus oweni, Euroscaptor longirostris, Euroscaptor micrura, Euroscaptor parvidens, Mogera robusta, Mogera wogura, Parascaptor leucura, Scaptochirus moschatus, Sorex asper, Sorex bedfordiae, Sorex caecutiens, Sorex cylindricauda, Sorex daphaenodon, Sorex excelsus, Sorex gracillimus, Sorex isodon, Sorex minutissimus, Sorex minutus, Sorex mirabilis, Sorex roboratus, Sorex tundrensis, Sorex unguiculatus, Blarinella quadraticauda, Soriculus nigrescens, Episoriculus caudatus, Episoriculus fumidus, Episoriculus leucops, Episoriculus macrurus, Chodsigoa caovansunga, Chodsigoa hypsibia, Chodsigoa parca, Chodsigoa sodalis, Neomys fodiens, Anourosorex squamipes, Anourosorex yamashinai, Chimarrogale himalayica, Chimarrogale styani, Nectogale elegans, Suncus etruscus, Suncus murinus)",
 "Country is one of (China, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 2844 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019397-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3kkg5
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Halpe gamma",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 37 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019399-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60914/2fsd2-ew537
title: MaFiText-Bundestag speeches: Processing stenographic protocols of the German Bundestag

description: This dataset includes replication data from the study "Fiscal Policy in the Bundestag: Textual Analysis and Macroeconomic Effects" by Albina Latifi, Viktoriia Naboka-Krell, Peter Tillmann, and Peter Winker. The dataset encompasses all speeches from the German Bundestag from September 7, 1949, to September 7, 2021, totaling 877,140 speeches.
description: doc_id : The overall document ID. | doc_lp_id : ID for each legislature period. | speech_identification_ent : Identified Entity for speech identification obtained by Named Entity Recognition Model. | date : Date object which represents date of each speech. | period : The legislative period. | session : Specifies the particular session. | pos_speechbeginning : Potential identification of a speech. Needed to disaggregate the corpus. | Party : Party affiliation of the speaker.  Values: {'no-text' (e.g. chair), 'CDU/CSU', 'KPD', 'SPD', 'FDP', 'BP', 'Cabinet' (e.g. members of government), 'DP', 'Zentrum', 'NR',  'WAV', 'parteilos', 'NS', 'DRP', 'SRP', 'GB/BHE', 'fraktionslos', 'FU', 'DPB',  'DA', 'GRÜNE', 'PDS', 'LINKE', 'AfD'} | Role : Role of the speaker. Values: {'Alterspraesident', 'MdB', 'Bundestagspraesident', 'Schriftfuehrer', 'Bundeskanzler', 'Bundesminister', 'Vizepraesident', 'Staatssekretär', 'Staatsminister, 'Landesminister', 'Senator', 'Buergermeister', 'Gastredner', 'Wehrbeauftragter', 'Beauftragter'} | governing_Party : Indicates governing Party. Values: {0: Opposition, 1: Governing Party, 'no-text' : without assignment (e.g. chair), nan: non-party members/ non-affiliated members of parliament}} | text : Speech content. | text_length : Total number of words in a speech.
DOI: 10.15468/dl.x6nzbk
title: Occurrence Download

description: A dataset containing 2858 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Clematis ligusticifolia)"
 ]
}

 The dataset includes 2858 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019400-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxxw62
title: Occurrence Download

description: A dataset containing 600 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Papilio polyctor"
 ]
}

 The dataset includes 600 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019401-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data1567
title: Surveys dataset of Local Indicators of Climate Change Impacts in Eastern Sri Lanka, Sri Lanka

description: Quantitative dataset of the Site 'Eastern Sri Lanka' collected by Eranga Galapathithi in Sri Lanka. This dataset was collected in the context of the ERC funded project: LICCI - Local Indicators of Climate Change Impacts (The contribution of local knowledge to climate change research). It includes the 2st - quantitative part of a 2 part dataset. Quantitative data collection includes household-level surveys with up to 125 randomly selected households and individual-level surveys of up to 175 individuals chosen by convenience sampling. More information on the project at https://licci.eu
description: LICCI Data Collection application / https://gitlab.com/licci/opentek_fe, v0.6.18 (partner)
DOI: 10.15468/dl.9enmte
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brassica napus",
 "Country is Bosnia and Herzegovina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019402-250920141307145/datasets/export for details.
DOI: 10.15468/dl.ge62bn
title: Occurrence Download

description: A dataset containing 51282 species occurrences available in GBIF matching the query:
{
 "and" : [
 "FamilyKey is Amaryllidaceae",
 "Continent is Africa",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 51282 records from 196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019358-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.acpejh
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019403-250920141307145/datasets/export for details.
DOI: 10.15468/dl.yb75dv
title: Occurrence Download

description: A dataset containing 428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brassica napus",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 428 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019404-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqd2kv
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hasora anura",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019406-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.muj32z
title: Occurrence Download

description: A dataset containing 465 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Clematis macropetala)"
 ]
}

 The dataset includes 465 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019407-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30218488
title: Evolutionary Conservation and Hotspot Analysis of the p53 Tumor Suppressor Protein

description: This dataset presents a comprehensive analysis of the p53 tumor suppressor protein, focusing on its evolutionary conservation, functional hotspots, domain architecture, and structural features. The included PDF report contains detailed figures, tables, and explanations highlighting key conserved regions across species, phylogenetic relationships, and the identification of critical residues (hotspots) that are functionally significant.Analyses were performed using multiple computational approaches, including sequence alignments, phylogenetic tree construction, and domain mapping. Static 3D visualizations of p53 structures were generated using PyMOL to illustrate conserved domains and functional hotspots. All Python scripts and PyMOL scripts used for data processing and figure generation are provided in the associated GitHub repository: https://github.com/efe4r/p53_Evolution_Project.<b>Motivation and Impact:</b><br>Understanding the evolutionary conservation and functional hotspots of p53 enhances our knowledge of protein biology and its critical role in cancer suppression. This dataset is designed to facilitate further research in molecular evolution, structural biology, and computational analysis of tumor suppressor proteins. The project demonstrates a commitment to open science, reproducibility, and integrative computational approaches to study protein function and evolution.
DOI: 10.6084/m9.figshare.30218488.v1
title: Evolutionary Conservation and Hotspot Analysis of the p53 Tumor Suppressor Protein

description: This dataset presents a comprehensive analysis of the p53 tumor suppressor protein, focusing on its evolutionary conservation, functional hotspots, domain architecture, and structural features. The included PDF report contains detailed figures, tables, and explanations highlighting key conserved regions across species, phylogenetic relationships, and the identification of critical residues (hotspots) that are functionally significant.Analyses were performed using multiple computational approaches, including sequence alignments, phylogenetic tree construction, and domain mapping. Static 3D visualizations of p53 structures were generated using PyMOL to illustrate conserved domains and functional hotspots. All Python scripts and PyMOL scripts used for data processing and figure generation are provided in the associated GitHub repository: https://github.com/efe4r/p53_Evolution_Project.<b>Motivation and Impact:</b><br>Understanding the evolutionary conservation and functional hotspots of p53 enhances our knowledge of protein biology and its critical role in cancer suppression. This dataset is designed to facilitate further research in molecular evolution, structural biology, and computational analysis of tumor suppressor proteins. The project demonstrates a commitment to open science, reproducibility, and integrative computational approaches to study protein function and evolution.
DOI: 10.60914/z7bfj-v0m60
title: Aggregated land use and housing indicators and socio-economic context variables for German municipalities (2005 - 2025)

description: The provided dataset contains aggregated information about the building structures and land use in Germany as well as on social, economic and demographic variables. Variables come from different sources including the German census, Earth Observation (Global Human Settlement Layer, Urban Atlas), and regional statistics. Data have been aggregated on the municipal level and cover 100 variables (including 3 distinct identifiers) for 10995 municipalities. The temporal coverage varies depending on the source of the data, but falls within the timeframe of between 2005 and 2025.

 

The first version of this dataset is password protected as it was embargoed for Datafest Munich 2025. Password: Datafest_MUC_2025
DOI: 10.5281/zenodo.17207478
title: Minimal Dataset for "Reframing Anthropomorphism in Trust Recovery: Warmth, Competence, and the Limits of Attribution"

description: This dataset contains the minimal data supporting the article “Reframing Anthropomorphism in Trust Recovery: Warmth, Competence, and the Limits of Attribution.”The study was conducted in Japan with N = 400 participants, using an online experiment with a 2×2 factorial design.All responses are fully anonymized and contain no personally identifiable information.

Contents:





data_JTAER.csv: Survey dataset.




README_JTAER.docx: Documentation with details on variables, coding, and usage.



The dataset is intended for replication and validation purposes and can be directly imported into SmartPLS 4 or other statistical software.
DOI: 10.6084/m9.figshare.30217363.v2
title: Site measurements for exploring soil temperature and soil water level effects on soil carbon emissions in global cold and wet ecosystems

description: We compiled soil carbon emissions, soil water level, and soil temperature observations from 187 sites within global cold and wet ecosystems. The measurements were collected either from peer-reviewed literature, digitized using WebPlotDigitizer (version 4.6), or from publicly available datasets. These site-scale measurements were used to exploring exploring soil temperature and soil water level effects on soil carbon emissions in global cold and wet ecosystems.
DOI: 10.15468/dl.3zhxcy
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brassica napus",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 309 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019408-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fvfetk
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brassica napus",
 "Country is Lithuania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019409-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhjvrr
title: Occurrence Download

description: A dataset containing 19425 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Oregon State Ichthyology Collection"
 ]
}

 The dataset includes 19425 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019410-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8tuwgj
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019411-250920141307145/datasets/export for details.
DOI: 10.34810/data1568
title: Qualitative dataset of Local Indicators of Climate Change Impacts in Colca Valley, Peru

description: Qualitative dataset of the Site 'Colca Valley' collected by Eric Hirsch in Peru. This dataset was collected in the context of the ERC funded project: LICCI - Local Indicators of Climate Change Impacts (The contribution of local knowledge to climate change research). It includes the 1st - qualitative part of a 2 part dataset Qualitative data collection involves first conducting semi-structured interviews to gather community insights, followed by using focus group discussions to validate and identify new observations. More information on the project at https://licci.eu
description: LICCI Data Collection application / https://gitlab.com/licci/opentek_fe, v0.6.18 (partner)
DOI: 10.7289/v51r6nsf
title: International Quality-controlled Ocean Database (IQuOD) version 0.1 - aggregated and community quality controlled ocean profile data 1772-present

description: This data set includes subsurface ocean profiles of temperature, salinity, oxygen, nutrients, ocean tracers, optics, and biology (chlorophyll, plankton) taken from 1772 to 2025 in the global ocean using bottles, CTD, XBT, MBT, profiling floats, moored buoys, ice drifting buoys, gliders, towed profilers, and instrumented pinnipeds. This data set was prepared at NCEI in CF compliant netCDF ragged array format under the direction of the IQuOD project. The IQuOD (International Quality-controlled Ocean Database) effort is being organized by the oceanographic community, and includes experts in data quality and management, climate modelers and the broader climate-related community. The primary focus of IQuOD is to produce and freely distribute the highest quality and complete single ocean profile repository along with (intelligent) metadata and assigned uncertainties for use in ocean climate research applications. This goal will be achieved by developing and implementing an internationally agreed framework. IQuOD v0.1 is a preliminary data set which includes uncertainties on each temperature measurement and intelligent metadata for identifying critical missing information.
DOI: 10.15468/dl.nprquu
title: Occurrence Download

description: A dataset containing 349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hasora badra",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 349 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019413-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pbx44t
title: Occurrence Download

description: A dataset containing 169882 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-2.21139 9.18993,-0.44054 9.18993,-0.44054 11.03723,-2.21139 11.03723,-2.21139 9.18993))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 169882 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019306-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.