cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5883/bold:abw8271
title: Overview of Barcode Index Number - BOLD:ABW8271

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8276
title: Overview of Barcode Index Number - BOLD:ABW8276

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8280
title: Overview of Barcode Index Number - BOLD:ABW8280

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8286
title: Overview of Barcode Index Number - BOLD:ABW8286

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8287
title: Overview of Barcode Index Number - BOLD:ABW8287

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8292
title: Overview of Barcode Index Number - BOLD:ABW8292

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8294
title: Barcode Index Number BOLD:ABW8294

description: A cluster of barcode records associated with a Barcode Index Number(BIN). Each cluster is a proxy for a named or unnamed species. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8296
title: Overview of Barcode Index Number - BOLD:ABW8296

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8301
title: Overview of Barcode Index Number - BOLD:ABW8301

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8304
title: Overview of Barcode Index Number - BOLD:ABW8304

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8308
title: Overview of Barcode Index Number - BOLD:ABW8308

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8320
title: Overview of Barcode Index Number - BOLD:ABW8320

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8322
title: Overview of Barcode Index Number - BOLD:ABW8322

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8327
title: Overview of Barcode Index Number - BOLD:ABW8327

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8332
title: Overview of Barcode Index Number - BOLD:ABW8332

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8339
title: Overview of Barcode Index Number - BOLD:ABW8339

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8341
title: Overview of Barcode Index Number - BOLD:ABW8341

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8344
title: Overview of Barcode Index Number - BOLD:ABW8344

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8346
title: Overview of Barcode Index Number - BOLD:ABW8346

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8347
title: Barcode Index Number BOLD:ABW8347

description: A cluster of barcode records associated with a Barcode Index Number(BIN). Each cluster is a proxy for a named or unnamed species. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8348
title: Overview of Barcode Index Number - BOLD:ABW8348

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8353
title: Overview of Barcode Index Number - BOLD:ABW8353

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8368
title: Overview of Barcode Index Number - BOLD:ABW8368

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8376
title: Overview of Barcode Index Number - BOLD:ABW8376

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8380
title: Overview of Barcode Index Number - BOLD:ABW8380

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8409
title: Overview of Barcode Index Number - BOLD:ABW8409

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8418
title: Overview of Barcode Index Number - BOLD:ABW8418

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8421
title: Barcode Index Number BOLD:ABW8421

description: A cluster of barcode records associated with a Barcode Index Number(BIN). Each cluster is a proxy for a named or unnamed species. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8424
title: Overview of Barcode Index Number - BOLD:ABW8424

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:abw8458
title: Overview of Barcode Index Number - BOLD:ABW8458

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.15468/dl.n9rj42
title: Occurrence Download

description: A dataset containing 399971 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Poterium sanguisorba L.)",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1901",
 "Year is less than or equal to 2019",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 399971 records from 1528 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008992-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc26pw3x
title: CCDC 2046809: Experimental Crystal Structure Determination

description: Related Article: Xin-Ming Xu, Sen Chen, Shao-Lei Duan, Xiang-Min Wang, Qian Liu, Kai Sun|2025|Molecules|30|2014|doi:10.3390/molecules30092014
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.9qcmjg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acapoeta tanganicae (Boulenger, 1900)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((45.7252 -9.5538,46.1382 -10.1057,46.1382 -8.8989,45.8555 -9.026,45.7252 -9.5538))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057117-250525065834625/datasets/export for details.
DOI: 10.15468/dl.cwg3u9
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Angola",
 "GadmGid is AGO.10.10_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pogoniulus coryphaea (Reichenow, 1892)"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057114-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3x77f
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Uma cowlesi Heifetz, 1941",
 "Year 1900-2000"
 ]
}

 The dataset includes 152 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057116-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsbxsu
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Bulweria fallax Jouanin, 1955",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 33 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057115-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2u7mtk
title: Occurrence Download

description: A dataset containing 795538 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Xeno-canto - Bird sounds from around the world"
 ]
}

 The dataset includes 795538 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057085-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j5c2m5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Closterium abruptum West",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.0214 -34.0501,25.5395 -34.1098,25.5395 -32.9007,20.509 -32.9007,20.509 -34.5676,20.524 -34.555,20.8859 -34.5419,20.9606 -34.4398,21.2995 -34.5131,21.5296 -34.4338,21.8696 -34.4439,22.0323 -34.2835,22.221 -34.2428,22.2566 -34.1304,22.5993 -34.0741,22.9652 -34.1674,23.4069 -34.1858,23.4955 -34.0792,23.6056 -34.0563,24.8471 -34.2877,24.9447 -34.2397,25.0214 -34.0501))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057118-250525065834625/datasets/export for details.
DOI: 10.15468/dl.zxkwpj
title: Occurrence Download

description: A dataset containing 301138 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lutra lutra (Linnaeus, 1758)"
 ]
}

 The dataset includes 301138 records from 1152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057099-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2kls76
title: CCDC 2371538: Experimental Crystal Structure Determination

description: Related Article: Paolo Della Sala, Carmen Talotta, Margherita De Rosa, Stefano Superchi, Ernesto Santoro, Silvano Geremia, Neal Hickey, Marco Fusè, Sergio Abbate, Giuseppe Mazzeo, Giovanna Longhi, Carmine Gaeta|2025|J.Am.Chem.Soc.|147|20843|doi:10.1021/jacs.5c04512
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.18126/8ta9-3w37
title: The Scaling of Triboelectric Charging Powder Drops for Industrial Applications
DOI: 10.15468/dl.hmnuuz
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-97.19666 -11.58488,-61.80334 -11.58488,-61.80334 2.58488,-97.19666 2.58488,-97.19666 -11.58488))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Osteocephalus duellmani Jungfer, 2011"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057119-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7as6y
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Adenia fruticosa subsp. fruticosa"
 ]
}

 The dataset includes 62 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057122-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7sgjuu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acapoeta tanganicae (Boulenger, 1900)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((45.5611 -26.0728,46.1382 -25.8059,46.1382 -24.9401,43.4152 -24.9401,43.6209 -25.3534,43.9532 -25.6605,44.5932 -25.8012,45.0156 -26.0824,45.5611 -26.0728))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057120-250525065834625/datasets/export for details.
DOI: 10.15468/dl.9dkke7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Closterium abruptum West",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((31.8862 -21.3285,30.5701 -20.3186,30.5701 -24.0715,35.5909 -24.0715,35.6007 -24.0157,35.6007 -23.8125,35.4969 -23.7035,35.6007 -23.165,35.6007 -22.9702,35.227 -22.2482,34.6862 -21.6944,34.013 -21.3095,33.5 -21.1593,32.9675 -21.1092,32.4352 -21.1612,31.8862 -21.3285))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057121-250525065834625/datasets/export for details.
DOI: 10.15468/dl.cp4gss
title: Occurrence Download

description: A dataset containing 37140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Buphagus africanus Linnaeus, 1766",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 37140 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057125-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.swxfkv
title: Occurrence Download

description: A dataset containing 515 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((24.0631 83.11591,-2.9465 84.09808,-25.78189 56.59739,-9.82167 22.22154,26.76406 39.16392,33.88477 72.80316,24.0631 83.11591))",
 "OccurrenceStatus is Present",
 "TaxonKey is Myxine glutinosa Linnaeus, 1758"
 ]
}

 The dataset includes 515 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057124-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14185499
title: How human infrastructure threatens biodiversity by squeezing sandy coasts - Scripts & Data

description: Authors: Eva M. Lansu, Hallie S. Fischman, Christine Angelini, Nadia Hijner, Luc Geelen, Dick Groenendijk, Solveig Höfer, Annemieke M. Kooijman, Max Rietkerk, Sten Tonkens, Sierd de Vries, Martin Wassen, Evaline van Weerlee, Daniël Wille, Valérie Reijers, Tjisse van der Heide

Abstract

Coastal dunes form valuable ecosystems that provide flood protection, clean drinking water and high biodiversity. Although their functioning critically depends on large-scale habitat zonation arising along sea-to-land gradients, infrastructure development and sea level rise progressively squeeze natural dune ecosystems into a narrow coastal strip. However, it remains unknown how much coastal width is required to support the diverse suite of habitats and species assemblages found in natural, undisturbed dune systems. Here, we investigate plant and habitat diversity in 614 plots along 47 sea-to-land transects in the southeastern USA and the Netherlands. We discover a strong linear relation between habitat diversity and species richness, indicating that diverse habitat assemblages are required for species-rich dunes. Moreover, we find that both plant and habitat diversity non-linearly depend on coastal width, with cumulative plant diversity reaching ~75% of its potential at 800 and 1800 m from the sea in the southeastern USA and the Netherlands, respectively. Alarmingly, dune areas are narrower than these width values along 79% and 66% of southeastern USA and Dutch coastlines, respectively, highlighting that lack of space compromises the ecosystems’ potential biodiversity benefits along the majority of coastlines. Finally, analyses of management measures along the transects reveal that strategic interventions can, at least in part, mitigate biodiversity losses from coastal squeeze. As coastal squeeze is a global phenomenon, our results suggest that it may severely threaten biodiversity in dune areas worldwide. We argue that establishment or expansion of nature reserves may be vital for conserving wide dune systems, and that targeted management measures can help maintain biodiversity where coastal squeeze cannot be alleviated.

==============================================

Methods

The analyses rely on the following freely available datasets:



 Lansu et al. (2024) " A global analysis of how human infrastructure squeezes sandy coasts” Nature Communications 15.1 (2024): 432. https://www.nature.com/articles/s41467-023-44659-0

OpenStreetMap - shoreline: https://osmdata.openstreetmap.de/data/land-polygons.html

Protected areas: https://www.protectedplanet.net/en/thematic-areas/wdpa?tab=WDPA
DOI: 10.15468/dl.v5mbnb
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-96.19666 -8.58488,-60.80334 -8.58488,-60.80334 5.58488,-96.19666 5.58488,-96.19666 -8.58488))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (ada9d123-ddb4-467d-8891-806ea8d94230, e62f0c10-13a1-4306-bdad-1e0a4c27d0d0)",
 "TaxonKey is Osteocephalus sangay Chasiluisa, Caminer, Varela-Jaramillo & Ron, 2020"
 ]
}

 The dataset includes 20 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057127-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nseeje
title: Occurrence Download

description: A dataset containing 9596 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Formica sanguinea Latreille, 1798"
 ]
}

 The dataset includes 9596 records from 214 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057126-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15697086
title: Breath Patterns as Signals: A Machine Learning-based Molecular Communication Perspective

description: Exhaled breath, rich in water vapor, is a suitable medium for air-based molecular communication. This work proposes a low-cost, non-invasive framework using a DHT22 sensor to classify Eupnea, Bradypnea, and Tachypnea. Humidity and temperature signals from the mouth and nose are processed using machine learning (ML), with SHAP-based feature selection and a stacked ensemble model (XGBoost, CatBoost, Random Forest). 
description: We publish our sensor data and the Python code here on Zenodo under the CC BY and MIT licenses, respectively.
description: If you have any questions or suggestions for improvements, feel free to contact us.



Sunasheer Bhattacharjee



bhattacharjee@ccs-labs.org



Saswati Pal



pal@ccs-labs.org