cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.g5dy2m
title: Occurrence Download

description: A dataset containing 423 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-94.6383892000000060 39.0165576999999999, -94.6383892000000060 39.0175936500000020, -94.6383892000000060 39.0182639599999987, -94.6383892000000060 39.0194827199999992, -94.6383892000000060 39.0203967899999995, -94.6383892000000060 39.0217374300000017, -94.6383892000000060 39.0226515000000020, -94.6364391900000044 39.0226515000000020, -94.6347938600000020 39.0226515000000020, -94.6335141600000043 39.0226515000000020, -94.6325391599999932 39.0226515000000020, -94.6310157099999998 39.0226515000000020, -94.6300406999999950 39.0226515000000020, -94.6300406999999950 39.0211280500000015, -94.6300406999999950 39.0199092900000011, -94.6300406999999950 39.0189342800000034, -94.6300406999999950 39.0174108300000029, -94.6300406999999950 39.0165576999999999, -94.6313204000000070 39.0165576999999999, -94.6321735300000029 39.0165576999999999, -94.6338797899999946 39.0165576999999999, -94.6349157399999967 39.0165576999999999, -94.6360126200000025 39.0165576999999999, -94.6369266899999957 39.0165576999999999, -94.6383892000000060 39.0165576999999999))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 423 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153591-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/bykt43
title: Modelling Habitat Suitability and Distribution of the Endemic Mindanao Horned Frog (Pelobatrachus stejnegeri) and its Response to Changing Climate

description: Climate change is already affecting biodiversity, with special concern to endemics whose range is restricted and limited. This study focuses on the Mindanao horned frog (Pelobatrachus stejnegeri), an endemic species to the Philippines, susceptible to climate-induced habitat changes. Using MaxEnt species distribution model (SDM), the current and future (year 2050 projections) habitat suitability and distribution of P. stejnegeri were modelled. Results showed that annual mean temperature, elevation, and annual precipitation were the environmental variables having the highest influence on P. stejnegeri's distribution. The model predicts a significant range contraction under representative concentration pathways (RCP) future scenarios (RCP 2.6 and RCP 8.5), with a more pronounced decrease in distribution (31.72%) under the high emission scenario (RCP 8.5). These findings emphasize the vulnerability of P. stejnegeri to climate change and highlight the importance of integrating SDM into conservation and management strategies to protect endemic species under changing climatic conditions.
DOI: 10.6084/m9.figshare.22823126
title: Pediculus_humanus

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22823126.v1
title: Pediculus_humanus

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22823126.v2
title: Pediculus_humanus

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22823123
title: Paramicrosporidium_saccamoebae

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22823123.v1
title: Paramicrosporidium_saccamoebae

description: Gene, transcript, and intron level classification, by species
DOI: 10.6084/m9.figshare.22823123.v2
title: Paramicrosporidium_saccamoebae

description: Gene, transcript, and intron level classification, by species
DOI: 10.15468/dl.dw4hrr
title: Occurrence Download

description: A dataset containing 871198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Threskiornis molucca",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 871198 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072674-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3s9pas
title: Occurrence Download

description: A dataset containing 713 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lolium temulentum)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 713 records from 180 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072684-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18144889
title: Data and Python code for: Modeling Central Bank Digital Currency Implementation Factors Using Support Vector Machines

description: This deposit contains the dataset and computational materials used in the study “Modeling Central Bank Digital Currency Implementation Factors Using Support Vector Machines”.

The Excel file includes structured data on central bank digital currency (CBDC) projects and country-level indicators used for classification modelling. The Jupyter Notebook contains all data preprocessing steps, model training using the Support Vector Machine (SVM) method, hyperparameter tuning, performance evaluation, and SHAP-based model interpretation.

These materials are provided to ensure transparency, reproducibility, and validation of the research results.
DOI: 10.5281/zenodo.18144888
title: Data and Python code for: Modeling Central Bank Digital Currency Implementation Factors Using Support Vector Machines

description: This deposit contains the dataset and computational materials used in the study “Modeling Central Bank Digital Currency Implementation Factors Using Support Vector Machines”.

The Excel file includes structured data on central bank digital currency (CBDC) projects and country-level indicators used for classification modelling. The Jupyter Notebook contains all data preprocessing steps, model training using the Support Vector Machine (SVM) method, hyperparameter tuning, performance evaluation, and SHAP-based model interpretation.

These materials are provided to ensure transparency, reproducibility, and validation of the research results.
DOI: 10.5281/zenodo.18144916
title: Replication material for paper "Wicki, Guidon, Bernauer, Axhausen (2019): Does variation in residents' spatial mobility affect their preferences concerning local governance? Political Geography. DOI: 10.1016/j.polgeo.2019.05.002"

description: Replication material for paper "Wicki, Guidon, Bernauer, Axhausen (2019): Does variation in residents’ spatial mobility affect their preferences concerning local governance? Political Geography. DOI: 10.1016/j.polgeo.2019.05.002"
DOI: 10.5281/zenodo.18144919
title: Replication material for paper "Wicki, Guidon, Bernauer, Axhausen (2019): Does variation in residents' spatial mobility affect their preferences concerning local governance? Political Geography. DOI: 10.1016/j.polgeo.2019.05.002"

description: Replication material for paper "Wicki, Guidon, Bernauer, Axhausen (2019): Does variation in residents’ spatial mobility affect their preferences concerning local governance? Political Geography. DOI: 10.1016/j.polgeo.2019.05.002"
DOI: 10.15468/dl.y9mkj2
title: Occurrence Download

description: A dataset containing 2054 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Melinis minutiflora)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2054 records from 197 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072685-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yseqg5
title: Occurrence Download

description: A dataset containing 18394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Melinis repens)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 18394 records from 375 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072686-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18138562
title: COMBO Samples and Strains available in December 2025

description: List of samples of seaweeds and sponges collected in the COMBO project 

List of strains grown fom some selected samples above
DOI: 10.5281/zenodo.18138563
title: COMBO Samples and Strains available in December 2025

description: List of samples of seaweeds and sponges collected in the COMBO project 

List of strains grown fom some selected samples above
DOI: 10.15468/dl.8nqqs8
title: Occurrence Download

description: A dataset containing 839 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Miscanthus floridulus)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 839 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072688-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87ejz5
title: Occurrence Download

description: A dataset containing 21007 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Microstegium vimineum)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 21007 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072687-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bcnuug
title: Occurrence Download

description: A dataset containing 9587 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Miscanthus sinensis)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9587 records from 263 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072689-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r2yk59
title: Occurrence Download

description: A dataset containing 17975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nassella neesiana)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17975 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072690-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18144944
title: Replication material for paper "Mohrenberg, Koubi, Bernauer (2019): Effects of funding mechanisms on participation in multilateral environmental agreements. International Environmental Agreements: Politics, Law and Economics. DOI: 10.1007/s10784-018-9423-z"

description: Replication material for paper "Mohrenberg, Koubi, Bernauer (2019): Effects of funding mechanisms on participation in multilateral environmental agreements. International Environmental Agreements: Politics, Law and Economics. DOI: 10.1007/s10784-018-9423-z"
DOI: 10.5281/zenodo.18144945
title: Replication material for paper "Mohrenberg, Koubi, Bernauer (2019): Effects of funding mechanisms on participation in multilateral environmental agreements. International Environmental Agreements: Politics, Law and Economics. DOI: 10.1007/s10784-018-9423-z"

description: Replication material for paper "Mohrenberg, Koubi, Bernauer (2019): Effects of funding mechanisms on participation in multilateral environmental agreements. International Environmental Agreements: Politics, Law and Economics. DOI: 10.1007/s10784-018-9423-z"
DOI: 10.5281/zenodo.18144575
title: Nigerian Library Association: 2025 Library Week Dataset

description: Dataset on 2025 Library Week Activities in Nigerian Libraries

This dataset provides structured empirical evidence on the planning, implementation, outcomes and challenges of Library Week and Cultural Week activities organised by libraries in Nigeria. It captures institutional practices related to programme design, community engagement and cultural heritage promotion, offering insight into how libraries deliver advocacy, educational and professional activities through nationally coordinated events.

Data were collected through a structured survey administered to library representatives directly involved in organising Library Week activities. Responses reflect institutional perspectives rather than individual participant opinions. The instrument comprised mainly closed-ended questions with categorical response options, supplemented by selected open feedback items that were thematically coded. Descriptive statistics were applied to summarise frequencies and percentages across variables.

The dataset is organised into thematic sections covering types of activities undertaken, stated objectives, categories of participants, perceived outcomes and impacts, operational challenges, and institutional comments and recommendations directed at national leadership. Additional variables describe event duration, levels of participant engagement and satisfaction, and estimated attendance figures, allowing assessment of event scale and effectiveness.

The data relate to Library Week and Cultural Week activities conducted by Nigerian libraries, with specific reference to the 2025 Cultural Week planning cycle. The dataset is provided in SPSS format to facilitate quantitative analysis, replication, comparative studies and methodological training.

No personal or sensitive data are included, ensuring ethical compliance and institutional confidentiality. The dataset is suitable for reuse by library and information science researchers, policy makers and professional bodies, supporting evidence-based planning, benchmarking, cultural heritage promotion and teaching in LIS education.
DOI: 10.5281/zenodo.18144576
title: Nigerian Library Association: 2025 Library Week Dataset

description: Dataset on 2025 Library Week Activities in Nigerian Libraries

This dataset provides structured empirical evidence on the planning, implementation, outcomes and challenges of Library Week and Cultural Week activities organised by libraries in Nigeria. It captures institutional practices related to programme design, community engagement and cultural heritage promotion, offering insight into how libraries deliver advocacy, educational and professional activities through nationally coordinated events.

Data were collected through a structured survey administered to library representatives directly involved in organising Library Week activities. Responses reflect institutional perspectives rather than individual participant opinions. The instrument comprised mainly closed-ended questions with categorical response options, supplemented by selected open feedback items that were thematically coded. Descriptive statistics were applied to summarise frequencies and percentages across variables.

The dataset is organised into thematic sections covering types of activities undertaken, stated objectives, categories of participants, perceived outcomes and impacts, operational challenges, and institutional comments and recommendations directed at national leadership. Additional variables describe event duration, levels of participant engagement and satisfaction, and estimated attendance figures, allowing assessment of event scale and effectiveness.

The data relate to Library Week and Cultural Week activities conducted by Nigerian libraries, with specific reference to the 2025 Cultural Week planning cycle. The dataset is provided in SPSS format to facilitate quantitative analysis, replication, comparative studies and methodological training.

No personal or sensitive data are included, ensuring ethical compliance and institutional confidentiality. The dataset is suitable for reuse by library and information science researchers, policy makers and professional bodies, supporting evidence-based planning, benchmarking, cultural heritage promotion and teaching in LIS education.
DOI: 10.15468/dl.76bumc
title: Occurrence Download

description: A dataset containing 3274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nassella tenuissima)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3274 records from 161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072691-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ks26ut
title: Occurrence Download

description: A dataset containing 704 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Neophocaena asiaeorientalis"
 ]
}

 The dataset includes 704 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072693-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dhddhk
title: Occurrence Download

description: A dataset containing 4196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "TaxonKey is one of (Uapaca togoensis, Monotes kerstingii)"
 ]
}

 The dataset includes 4196 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072694-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urk5r4
title: Occurrence Download

description: A dataset containing 24855334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Poaceae)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 24855334 records from 7492 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072683-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-229466
title: The Word of Truth, 2011, vol. 22, no. 11 = Cuvantul Adevarului, 2011, anul XXII, nr 11

description: [description english/roman)] The Word of Truth is the periodical, official publication of the Romanian Pentecostal Church beginning from 1990 to present.
DOI: 10.15468/dl.q7uf4v
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pachytriton wuguanfui Yuan, Zhang & Che, 2016)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054169-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hqhkbh
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tetracamphilius clandestinus Roberts, 2003"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0328923-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-229448
title: The Word of Truth, 2011, vol. 22, no. 11 = Cuvantul Adevarului, 2011, anul XXII, nr 11

description: [description english/roman)] The Word of Truth is the periodical, official publication of the Romanian Pentecostal Church beginning from 1990 to present.
DOI: 10.15468/dl.mky6mb
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Svalbard and Jan Mayen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Araneae"
 ]
}

 The dataset includes 251 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054159-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uene7b
title: Occurrence Download

description: A dataset containing 4512 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Stenostola ferrea (Schrank, 1776), Stenurella nigra (Linnaeus, 1758))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 4512 records from 187 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0328894-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-229406
title: The Word of Truth, 2011, vol. 22, no. 9 = Cuvantul Adevarului, 2011, anul XXII, nr 9

description: [description english/roman)] The Word of Truth is the periodical, official publication of the Romanian Pentecostal Church beginning from 1990 to present.