cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/3ml-0t3-f6m
title: Eremarionta rowelli (Newcomb, 1865)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3rt-wzl-pw0
title: Chicoreus palmarosae (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bbc-xtn-4r5
title: Bostryx tyleri (Dall, 1912)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fbt-3rw-cmq
title: Microdiscula vanhoeffeni Thiele, 1912

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0lw-3xj-r0c
title: Candidula lernaea Hausdorf, 1991

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7j9-p0n-tfy
title: Calliotropis ottoi (R. A. Philippi, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/096-0zm-apc
title: Tiberia apicifusca van Aartsen, Gittenberger & Goud, 1998

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/952-z8w-dpb
title: Odostomia romburghi van Aartsen, Gittenberger & Goud, 1998

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n9a-7p8-y91
title: Conus pulcher [Lightfoot], 1786

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7ek-c21-na2
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jmj-fzr-2d0
title: Lindbergia orbicularis (A. Riedel, 1962)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/01r-gl9-x9s
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/52w-rzz-tyc
title: Aequipecten opercularis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15435683
title: LJ-13 LJ-55 ALDP GT data
DOI: 10.5281/zenodo.15435684
title: LJ-13 LJ-55 ALDP GT data
DOI: 10.5281/zenodo.15436500
title: SEM Images of human lung Adenocarcinoma biopsies for the Study Silicon-based nanopillars: a novel platform for tissues
DOI: 10.5281/zenodo.15436501
title: SEM Images of human lung Adenocarcinoma biopsies for the Study Silicon-based nanopillars: a novel platform for tissues
DOI: 10.15139/s3/mie0b9
title: Zostera marina Reproduction and Meadow Condition NC and VA Reserves 2023

description: This dataset provides site-level summary statistics of eelgrass (Zostera marina) meadow condition across multiple estuarine sites in North Carolina and Virginia during the 2023 growing season. It includes metrics related to seagrass cover, shoot density, and seed bank characteristics.
DOI: 10.15468/dl.cp6nx9
title: Occurrence Download

description: A dataset containing 330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Cichla kelberi Kullander & Ferreira, 2006"
 ]
}

 The dataset includes 330 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005458-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/ds/7311416
title: CADOT Dataset
DOI: 10.15468/dl.wf8vnp
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((135.5047 45.53229, 135.9622 45.53229, 135.9622 45.70545, 135.5047 45.70545, 135.5047 45.53229))"
 ]
}

 The dataset includes 132 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005451-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfxn6g
title: Occurrence Download

description: A dataset containing 1438 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kenya",
 "Geometry POLYGON((36.76459 -1.38956,36.68123 -1.41346,36.6289 -1.43962,36.61302 -1.50503,36.54014 -1.53867,36.45231 -1.56576,36.49248 -1.66201,36.50732 -1.72975,36.5179 -1.8803,36.54025 -1.9144,36.64728 -1.93557,36.69315 -1.98262,36.67551 -2.0332,36.70256 -2.05672,36.80254 -1.99556,36.76491 -1.88382,36.77726 -1.86501,36.8149 -1.8356,37.16187 -1.78267,37.19681 -1.72376,37.19681 -1.65655,37.12679 -1.52305,37.09599 -1.51558,37.09225 -1.44744,37.02971 -1.42877,37.01104 -1.45771,36.96343 -1.43343,36.88034 -1.4045,36.81967 -1.38302,36.76459 -1.38956))",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 1438 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011928-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29umq6
title: Occurrence Download

description: A dataset containing 9470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acer saccharum)",
 "StateProvince is one of (Alabama, Arkansas, Connecticut, Delaware, District of Columbia, Georgia, Illinois, Indiana, Iowa, Kansas, Kentucky, Louisiana, Maine, Maryland, Massachusetts, Michigan, Minnesota, Mississippi, Missouri, Nebraska, New Brunswick, New Hampshire, New Jersey, New York, North Carolina, North Dakota, Nova Scotia, Ohio, Oklahoma, Ontario, Pennsylvania, Prince Edward I., Quebec, Rhode I., South Carolina, South Dakota, Tennessee, Texas, Vermont, Virginia, West Virginia, Wisconsin)",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 9470 records from 212 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011074-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4bk4tn
title: Occurrence Download

description: A dataset containing 18863 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Baryphthengus ruficapillus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 18863 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083547-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rw6nuy
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Verbena bonariensis",
 "Country is Tanzania, United Republic of",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083550-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rp3uqz
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Modelación de la distribución real y potencial de especies de dos géneros de Mimosoideae: Mimosa y Prosopis (Leguminosae) en México (Mimosa)"
 ]
}

 The dataset includes 80 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012108-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/659-j7x-3pv
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/htt-get-egr
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mh8-p5d-8dr
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mp1-v8h-cvp
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1n1-jqr-wwp
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/awy-ny9-fbv
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c1f-p7j-nyx
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9vl-0f0-pxj
title: Chordata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ndg-66s-d5g
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c5a-9wd-9j1
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l0l-19f-a9y
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/leg-ezn-x9s
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9xm-t7b-chc
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t4j-nk9-hek
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/39h-wl9-5q1
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4d0-tyl-7e7
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b2a-7jj-zc4
title: Chordata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cqf-314-0kg
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g34-qb0-b37
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bs0-6s6-79c
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rja-60s-c99
title: Temnotrema sculptum A. Agassiz, 1864

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0t1-a80-2la
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/afe-wwj-gx1
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.p86dcu
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Paracerceis sculpta",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 5000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 316 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022829-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/dfr-df5-az9
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lhh-cyl-6zh
title: †Aboilia blessi Becker & Adamczak, 1993

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/765-zh8-bpc
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mpe-7sm-dpd
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6yz-kel-ya9
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16902585
title: Empowering Human-Centered Evidence-Based Medicine through an Evidence and Attention-based Spatial Disparity Network_[LC25000 only Lung for Testing]
DOI: 10.5281/zenodo.16902586
title: Empowering Human-Centered Evidence-Based Medicine through an Evidence and Attention-based Spatial Disparity Network_[LC25000 only Lung for Testing]
DOI: 10.3535/eht-xwf-jw1
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/px8-0vf-fmp
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/laa-lm0-cyg
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/len-lvd-dzx
title: Cetacea Brisson, 1762

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2xy-ltm-328
title: Cetacea Brisson, 1762

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tls-5y9-w74
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gq0-5s9-sz0
title: Odontaspis

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yzj-djj-htx
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/58x-719-sch
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/29p-x19-kk6
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nc0-3f9-l5r
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.m6mket
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melilotus officinalis (L.) Lam.",
 "Country is Romania"
 ]
}

 The dataset includes 67 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007626-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qh5gr8
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.1.61_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007240-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18236485
title: Replication Package for: Ideological Institutionalization in Authoritarian China: A Three-Layer Corpus-Based Analysis of the Expansion of Schools of Marxism

description: This repository contains the full replication materials for the study Ideological Institutionalization in Authoritarian China: A Three-Layer Corpus-Based Analysis of the Expansion of Schools of Marxism, which examines how ideological authority is institutionalized through bureaucratic and organizational processes in China’s higher education system.

The project reconstructs ideological governance as a multi-layered institutional mechanism linking leadership discourse, ministerial regulation, and university-level implementation. Empirically, it combines large-scale text-as-data analysis with organizational event-study methods to trace how ideological signals articulated at the central level are translated into regulatory standards and embedded in university governance structures, particularly through the expansion of Schools of Marxism.

Contents

The repository includes:





Five curated corpora covering leadership speeches, regulatory standards, ministerial and inter-ministerial policy documents, grassroots university administrative texts, and institutional establishment timelines.




Preprocessing and analysis scripts for text cleaning, tokenization, semantic similarity analysis, topic modeling, co-occurrence network construction, and event-study estimation.




Baseline outputs used in the main analyses reported in the article.




Robustness-check outputs corresponding exclusively to sensitivity analyses reported in Appendix B.




Detailed documentation explaining corpus construction, preprocessing decisions, and analytical workflows.



Structure and Reproducibility

All scripts are modular and named to correspond directly to sections in Appendix A (Data and Methods) and Appendix B (Robustness Checks) of the article.Baseline analyses and robustness analyses are intentionally stored in separate output directories to prevent result contamination.

The full analytical workflow can be reproduced by running the main pipeline script (run_all.py) after setting up the required Python environment specified in Appendix A. Corpus 3 contains structured event data (CSV format) and is used exclusively for event-study analysis; all other corpora consist of cleaned textual materials.

Scope and Limitations

The organizational analysis focuses on 147 “Double First-Class” universities, which represent a core segment of China’s higher education system. While the institutional patterns identified here are robust within this sample, future research may extend the framework to other institutional tiers or national contexts
DOI: 10.5281/zenodo.18236484
title: Replication Package for: Ideological Institutionalization in Authoritarian China: A Three-Layer Corpus-Based Analysis of the Expansion of Schools of Marxism

description: This repository contains the full replication materials for the study Ideological Institutionalization in Authoritarian China: A Three-Layer Corpus-Based Analysis of the Expansion of Schools of Marxism, which examines how ideological authority is institutionalized through bureaucratic and organizational processes in China’s higher education system.

The project reconstructs ideological governance as a multi-layered institutional mechanism linking leadership discourse, ministerial regulation, and university-level implementation. Empirically, it combines large-scale text-as-data analysis with organizational event-study methods to trace how ideological signals articulated at the central level are translated into regulatory standards and embedded in university governance structures, particularly through the expansion of Schools of Marxism.

Contents

The repository includes:





Five curated corpora covering leadership speeches, regulatory standards, ministerial and inter-ministerial policy documents, grassroots university administrative texts, and institutional establishment timelines.




Preprocessing and analysis scripts for text cleaning, tokenization, semantic similarity analysis, topic modeling, co-occurrence network construction, and event-study estimation.




Baseline outputs used in the main analyses reported in the article.




Robustness-check outputs corresponding exclusively to sensitivity analyses reported in Appendix B.




Detailed documentation explaining corpus construction, preprocessing decisions, and analytical workflows.



Structure and Reproducibility

All scripts are modular and named to correspond directly to sections in Appendix A (Data and Methods) and Appendix B (Robustness Checks) of the article.Baseline analyses and robustness analyses are intentionally stored in separate output directories to prevent result contamination.

The full analytical workflow can be reproduced by running the main pipeline script (run_all.py) after setting up the required Python environment specified in Appendix A. Corpus 3 contains structured event data (CSV format) and is used exclusively for event-study analysis; all other corpora consist of cleaned textual materials.

Scope and Limitations

The organizational analysis focuses on 147 “Double First-Class” universities, which represent a core segment of China’s higher education system. While the institutional patterns identified here are robust within this sample, future research may extend the framework to other institutional tiers or national contexts
DOI: 10.15139/s3/nfldyr
title: Data Management and Sharing Plan for: Mapping Neurocognitive Complications of Pediatric Type 1 Diabetes (T1D) and Potential Risk and Protective Factors

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.15468/dl.zgzuue
title: Occurrence Download

description: A dataset containing 4769 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Netherlands)",
 "TaxonKey is Harpalus rufipes (DeGeer, 1774)"
 ]
}

 The dataset includes 4769 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010807-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110585139
title: Persepolis Fortification Aramaic Text 130, PFAT 130

description: [Text Description:] Administrative text with seals PFATS 0005; PFATS 0048 ❧ [Text or Publication Number Note:] PFAT 130, Bowman 130 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with incised inscription. Seal impression PFATS 0005 obverse, upper edge; PFATS 0048 flat edge.
DOI: 10.25549/inscriptifact-ouc110585145
title: Persepolis Fortification Aramaic Text 130, PFAT 130

description: [Text Description:] Administrative text with seals PFATS 0005; PFATS 0048 ❧ [Text or Publication Number Note:] PFAT 130, Bowman 130 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with incised inscription. Seal impression PFATS 0005 obverse, upper edge; PFATS 0048 flat edge.