cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jq6sfp
title: Occurrence Download

description: A dataset containing 274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Tanzania, United Republic of",
 "Month is one of (June, July)",
 "OccurrenceStatus is Present",
 "TaxonKey is Falco biarmicus"
 ]
}

 The dataset includes 274 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016224-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68vw44
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Timonius singularis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 182 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016226-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7937/t8rn-j447
title: Annotations for Sorafenib Tosylate in Treating Patients With Desmoid Tumors or Aggressive Fibromatosis (A091105-Tumor-Annotations)

description: This dataset contains image annotations derived from the NCI Clinical Trial "Sorafenib Tosylate in Treating Patients With Desmoid Tumors or Aggressive Fibromatosis (A091105)”.  This dataset was generated as part of an NCI project to augment TCIA datasets with annotations that will improve their value for cancer researchers and AI developers.
For each patient, all scans were reviewed to identify and annotate the clinically relevant time points and sequences/series. In a typical patient all available time points were annotated.
DOI: 10.15468/dl.pddndx
title: Occurrence Download

description: A dataset containing 1375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Castanea seguinii",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1375 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016227-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7h954
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Antilope cervicapra cervicapra"
 ]
}

 The dataset includes 37 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016228-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfnxvd
title: Occurrence Download

description: A dataset containing 1128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "GadmGid is USA.23_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Chrysemys picta"
 ]
}

 The dataset includes 1128 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016229-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wk3kx7
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Antilope cervicapra rajputanae"
 ]
}

 The dataset includes 56 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016230-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gvgrup
title: Occurrence Download

description: A dataset containing 53652 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Lycorma delicatula"
 ]
}

 The dataset includes 53652 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016186-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfna67
title: Occurrence Download

description: A dataset containing 529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-111.15831 32.23002,-111.14609 32.23002,-111.14609 32.23785,-111.15831 32.23785,-111.15831 32.23002))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 529 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016231-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wt72hz
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tricalysia verdcourtiana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 83 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016232-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xru2n3
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dactylicapnos scandens",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 119 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016234-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5npajs
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crenicichla anamiri",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016233-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18635876
title: HISTORY OF PILGRIMAGE TOURISM AND ITS ROLE AND IMPORTANCE IN THE TOURISM SECTOR

description: Pilgrimage tourism includes travel by representatives of various religions to sacred places. This article analyzes the history of pilgrimage tourism, its role in the tourism sector, and its economic and cultural significance. It also emphasizes the importance of developing pilgrimage tourism in Uzbekistan, improving infrastructure, creating favorable conditions for foreign and domestic tourists, and introducing digital technologies. The development of pilgrimage tourism not only brings economic benefits but also serves to strengthen cultural exchange and national identity.
DOI: 10.5281/zenodo.18635875
title: HISTORY OF PILGRIMAGE TOURISM AND ITS ROLE AND IMPORTANCE IN THE TOURISM SECTOR

description: Pilgrimage tourism includes travel by representatives of various religions to sacred places. This article analyzes the history of pilgrimage tourism, its role in the tourism sector, and its economic and cultural significance. It also emphasizes the importance of developing pilgrimage tourism in Uzbekistan, improving infrastructure, creating favorable conditions for foreign and domestic tourists, and introducing digital technologies. The development of pilgrimage tourism not only brings economic benefits but also serves to strengthen cultural exchange and national identity.
DOI: 10.15468/dl.3pf8u2
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-89.16329 47.68961,-88.29873 47.68961,-88.29873 48.23882,-89.16329 48.23882,-89.16329 47.68961))",
 "HasGeospatialIssue is false",
 "TaxonKey is Necturus maculosus"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016235-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tzg9nf
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triflorensia australis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 158 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016236-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18635866
title: OʻZBEKISTONDA RAQAMLI SOLIQ MA'MURIYATCHILIGINING RIVOJLANISHI VA UNING SAMARASI
DOI: 10.5281/zenodo.18635867
title: OʻZBEKISTONDA RAQAMLI SOLIQ MA'MURIYATCHILIGINING RIVOJLANISHI VA UNING SAMARASI
DOI: 10.15468/dl.wurasd
title: Occurrence Download

description: A dataset containing 241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Uganda, Kenya)",
 "Month is June",
 "OccurrenceStatus is Present",
 "TaxonKey is Falco biarmicus"
 ]
}

 The dataset includes 241 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016237-260208012135463/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.30762494.v1
title: Cheminformatic analysis of protein surfaces provides binding site insights and informs identification strategies

description: Understanding protein–ligand binding site behavior is central to structure-based drug design. We analyzed amino acid composition and interactions in protein–ligand small-molecule binding sites and developed a novel method for binding site prediction. We analyzed the PDBBind+ database, which contains the largest protein–ligand binding site dataset known to us, using existing cheminformatics packages and in-house code. We used the resulting data to train a binding site prediction model. Within solvent-accessible binding regions, tryptophan, phenylalanine, tyrosine, methionine, and glycine, were enriched. Interaction analysis revealed hydrophobic contacts as the most frequent, followed by hydrogen bonds, water-bridged hydrogen bonds, salt bridges, π–π, π–cation, and occasional halogen interactions. We introduced the amino acid binding site enrichment index (ABSE), to support small-molecule binding site detection, and developed a model that discriminates binding site sequences from protein surface patches with 0.91 accuracy. This work offers interpretable composition–interaction relationships and practical tool for binding site characterization. To facilitate application, we provide a free, open-source, fast, bindingsite identification tool (AABS), available at https://gitlab.com/Jukic/aabs. We anticipate that these findings and tool will advance binding site prediction and accelerate computationally intensive drug discovery within medicinal chemistry.
DOI: 10.6084/m9.figshare.30762180.v1
title: Obsolete but influential? the role of national central banks in shaping the European central bank agenda

description: It has been well established that central bank policy agendas are shaped by the spread of ideas, the agency of individual governors, and economic and political pressures. In the case of the Eurosystem, however, the role of the National Central Banks (NCBs) remains puzzling. With the creation of the European Central Bank (ECB), their primary function – monetary policymaking – was transferred to the supranational level, raising the question of whether NCBs have become obsolete. This paper argues that NCBs act as intermediaries, channelling national and public priorities upward to the ECB and thereby influencing its policy agenda. Using BERTopic, alongside sequence and cross-sectional time-series analyses of ECB and NCB speeches from 1997 to 2024, I find that the ECB's agenda and issue-responsiveness vis-a-vis ‘new’ topics are driven primarily by NCBs. By introducing and validating a novel measure of responsiveness through sequence analysis, I also contribute more broadly to the literature on responsiveness and the EU's multi-level governance, while shedding new light on how institutions deemed ‘post-obsolescence’ continue to shape supranational policy agendas.
DOI: 10.5683/sp3/f0ynap
title: KLUANE: Sheep Habitat Surveys, 2022

description: This dataset provides characteristics of plant communities on two Dall's sheep (Ovis dalli dalli) ranges in Kluane National Park and Reserve, Yukon. A total of 34 sites were surveyed in the Dän Zhùr (Donjek) and Thechàl Dhâl’ (Sheep Mountain) ranges in July 2022. Sites were stratified by an index of relative sheep use generated by analyzing aerial sheep survey data conducted by Parks Canada between 2005 and 2021. A 25m transect was established at each site, perpendicular to (i.e. across) slope direction, with 1m x 1m survey quadrats positioned every 5m along the transect. This dataset includes measures obtained from within each quadrat at every site. This includes visual estimates of percent cover for six functional plant types as well as measured height of the tallest individual, presence/absence of forage indicator species, and field-scale measures of the normalized difference vegetation index (NDVI). Standard digital photographs of each quadrat are included.
description: Canadian Journal of Zoology paper is "in press" at time of data deposit.
description: KLUANE
DOI: 10.15468/dl.duvym2
title: Occurrence Download

description: A dataset containing 145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crenicichla anthurus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 145 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016239-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58094/vhrw-k516
title: Dataset of Global Religious Composition Estimates for 2010 and 2020

description: This dataset describes the world’s religious makeup in 2020 and 2010. We focus on seven categories: Christians, Muslims, Hindus, Buddhists, Jews, people who belong to other religions, and those who are religiously unaffiliated. This analysis is based on more than 2,700 sources of data, including national censuses, large-scale demographic surveys, general population surveys and population registers. For more information about this data, see the associated Pew Research Center report "How the Global Religious Landscape Changed From 2010 to 2020."

Updated on Feb. 12, 2026: We updated this dataset to include a Religious Diversity Index score, religious diversity level and religious diversity rank for each country and territory studied. These religious diversity statistics are calculated using the distribution of the seven religious categories mentioned above.
DOI: 10.34740/kaggle/dsv/14832123
title: Brain Tumor MRI Dataset
DOI: 10.15468/dl.tcutpy
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fraxinus floribunda",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 286 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016238-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/30471
title: Chandra X-ray Observatory ObsId 30471

description: Mineralogy of interstellar dust towards GX 339-4
DOI: 10.5281/zenodo.18635892
title: THEORETICAL FOUNDATIONS OF INTEGRATING GREEN CHEMISTRY PRINCIPLES INTO HIGHER EDUCATION

description: This article highlights the theoretical foundations of integrating green chemistry principles into the higher education system. It analyzes the essence of green chemistry, its integral connection with sustainable development, and its significance in fostering ecological responsibility and professional competencies among future chemistry specialists. Furthermore, the pedagogical and didactic aspects of implementing green chemistry education are revealed
DOI: 10.5281/zenodo.18635891
title: THEORETICAL FOUNDATIONS OF INTEGRATING GREEN CHEMISTRY PRINCIPLES INTO HIGHER EDUCATION

description: This article highlights the theoretical foundations of integrating green chemistry principles into the higher education system. It analyzes the essence of green chemistry, its integral connection with sustainable development, and its significance in fostering ecological responsibility and professional competencies among future chemistry specialists. Furthermore, the pedagogical and didactic aspects of implementing green chemistry education are revealed
DOI: 10.15468/dl.nstt6s
title: Occurrence Download

description: A dataset containing 946 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Uncaria rhynchophylla",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 946 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016241-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nn3ndh
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crenicichla cametana",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 26 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016242-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/4caprb
title: Replication Data for: “The Evolution of State Courts Research in the 21st Century”

description: Replication files for "The Evolution of State Courts Research in the 21st Century”
description: This review essay documents research on state courts throughout the last twenty-five years, tracking many of the important changes affecting state courts. Since State Politics & Policy Quarterly first started in 2001, research on state courts has evaluated a diverse range of topics including traditionally important areas like the decisions of state judges, the effectiveness of elections for promoting accountability, public attitudes towards state courts, and judicial diversity, among other lines of study. In this essay, we describe the continued development of state courts research—noting further refinement to our understanding of state courts and the development of exciting research avenues. We first present an overview of state courts research and then discuss scholarly efforts to explain the emergence of new-style judicial campaigns, as well as the defense of judicial elections that formed within the subdiscipline. From there, we describe the current state of the state courts research and address research areas in need of attention. We note the important contributions of State Politics & Policy Quarterly to the advancement of the state courts subfield, which has published more than 50 law and courts articles since its founding. By capitalizing on the methodological and substantive advantages that come from comparative inquiry, scholars have successfully addressed many important questions and challenges involving state courts.
DOI: 10.15468/dl.br3ztc
title: Occurrence Download

description: A dataset containing 834 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydrocotyle javanica",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 834 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016243-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.275dr4
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Urophyllum cyphandrum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 21 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016245-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yn6qya
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Clarkia xantiana xantiana"
 ]
}

 The dataset includes 83 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016246-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18635907
title: PROBLEMS OF DEVELOPING PROFESSIONAL COMPENSATION FOR PRIMARY SCHOOL TEACHERS

description: This article analyzes current issues related to the development of professional competencies of primary school teachers. The structure of teachers’ professional competence, influencing factors, existing challenges, and possible solutions are examined from theoretical and practical perspectives. The findings indicate that teachers’ professional competencies play a decisive role in improving the quality of primary education.
DOI: 10.15468/dl.t4gjuh
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gloydius stejnegeri"
 ]
}

 The dataset includes 38 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016247-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18635906
title: PROBLEMS OF DEVELOPING PROFESSIONAL COMPENSATION FOR PRIMARY SCHOOL TEACHERS

description: This article analyzes current issues related to the development of professional competencies of primary school teachers. The structure of teachers’ professional competence, influencing factors, existing challenges, and possible solutions are examined from theoretical and practical perspectives. The findings indicate that teachers’ professional competencies play a decisive role in improving the quality of primary education.