cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/715-k5e-ta2
title: Lichenopora Defrance, 1823

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rdp-gt8-xtp
title: Xiphosurida R. & E. Richter, 1924

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/905-krq-gft
title: Reussirella doma (d'Orbigny, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ymd-3h8-k8r
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/njj-xtl-0cy
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tnf-zve-r37
title: Pecten O. F. Müller, 1776

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cvz-12z-05p
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yzw-n5r-nxh
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hmy-l9g-6gy
title: Cellaria Ellis & Solander, 1786

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jcp-99n-d66
title: Copidozoum tenuirostre (Hincks, 1880)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tmc-fnv-8bv
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/et7-2pp-25k
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xgc-mc4-d5l
title: Cupuladria canariensis (Busk, 1859)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ck1-m0w-mth
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hmk-9b4-6cc
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9pz-xey-7ve
title: Sorex Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jhp-kya-bax
title: Celleporaria columnaris (Busk, 1881)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sre-gnt-l2b
title: Conopeum reticulum (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x40-eg0-50g
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gyz-3fb-nnv
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1ca-4ge-6hn
title: †Neochonetes Muir-Wood, 1962

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hfx-0vj-l59
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/37m-b24-xnn
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8k2-j3k-a72
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.21227/j4sq-0g38
title: "Detection of  an Asthma attack in an environment Datasets"

description: "AbstractAsthma is a chronic breathing problem impacting around 300 million individuals worldwide, with forecasts indicating this figure may increase to around 400 million by 2025. The intricate nature of asthma, influenced by various environmental factors like allergens, pollution, and climatic changes, requires sophisticated forecasting methodologies. This work introduces a novel expert system utilizing Artificial Intelligence (AI) and Machine Learning (ML) methodologies to evaluate and forecast the likelihood of asthma attacks based on real-time environmental factors and personal health information. The research employs sophisticated ML techniques, specifically XGBoost and LightGradient Boosting Machine (lightGBM), to analyze complex datasets comprising patient symptoms and environmental triggers. By integrating advancedalgorithms with rule-based expert knowledge, the system classifies asthma attack risks into high, medium, and low categories. Principal Component Analysis (PCA) was utilized to streamline feature selection, ensuring the most relevant factors are considered while maintaining predictive accuracy.The study's findings demonstrated remarkable predictive performance. XGBoost achieved accuracies of 92% for city day, 93% for city hour, and 93% for patient datasets. LightGBM showed similarly impressive results, with 91% accuracy for city day, 90% for city hour, and a remarkable 97% for patient-specific data. The ensemble model, combining XGBoost and LightGBM, emerged as the most outstanding approach, delivering 99% accuracy for city datasets and a perfect 100% accuracy for patient data.Future developments aim to enhance the system through advanced AI models, improved personalization, real-time data processing, wearable device integration, and potential expansion to predict risks for other respiratory conditions. By continually refining ML algorithms and incorporating comprehensive patient data, this expert system promises to revolutionize asthma management, offering personalized, timely, and accurate predictions that can significantly improve patients' quality of life.Keywords:Asthma Predictions, Machine Learning, Real-time Monitoring, Extreme Gradient Boosting(XGBoost), Light Gradient Boosting Machine (light GBM)."
DOI: 10.15468/dl.5rdkn5
title: Occurrence Download

description: A dataset containing 44862 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Psittacula alexandri (Linnaeus, 1758)",
 "Year 1863-2025"
 ]
}

 The dataset includes 44862 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008100-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15550315
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250530f Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250530f Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15550316
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250530f Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250530f Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.t3nmt6
title: Occurrence Download

description: A dataset containing 9524 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Phylogenomics and the rise of the angiosperms"
 ]
}

 The dataset includes 9524 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002210-250515123054153/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.cc2l7g9m
title: CCDC 2390450: Experimental Crystal Structure Determination

description: Related Article: Ayaka Matsumoto, Kenta Nakagawa, Takuya Nakanishi, Akiko Sekine, Sosuke Kojo, Mizuki Kira, Sota Sato, Norio Shibata, Toru Asahi|2025|J.Am.Chem.Soc.|147|11988|doi:10.1021/jacs.4c18394
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: 10.5517/ccdc.csd.cc2l7gcp
title: CCDC 2390452: Experimental Crystal Structure Determination

description: Related Article: Ayaka Matsumoto, Kenta Nakagawa, Takuya Nakanishi, Akiko Sekine, Sosuke Kojo, Mizuki Kira, Sota Sato, Norio Shibata, Toru Asahi|2025|J.Am.Chem.Soc.|147|11988|doi:10.1021/jacs.4c18394
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: 10.5517/ccdc.csd.cc2l7gdq
title: CCDC 2390453: Experimental Crystal Structure Determination

description: Related Article: Ayaka Matsumoto, Kenta Nakagawa, Takuya Nakanishi, Akiko Sekine, Sosuke Kojo, Mizuki Kira, Sota Sato, Norio Shibata, Toru Asahi|2025|J.Am.Chem.Soc.|147|11988|doi:10.1021/jacs.4c18394
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: 10.5517/ccdc.csd.cc2l7gfr
title: CCDC 2390454: Experimental Crystal Structure Determination

description: Related Article: Ayaka Matsumoto, Kenta Nakagawa, Takuya Nakanishi, Akiko Sekine, Sosuke Kojo, Mizuki Kira, Sota Sato, Norio Shibata, Toru Asahi|2025|J.Am.Chem.Soc.|147|11988|doi:10.1021/jacs.4c18394
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: 10.34740/kaggle/dsv/11534565
title: Old people world
DOI: 10.15468/dl.54s2w7
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.1_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tetradium ruticarpum (A.Juss.) T.G.Hartley"
 ]
}

 The dataset includes 103 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001961-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbybg9
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-4.1193 39.87687,-3.28697 39.87687,-3.28697 40.57864,-4.1193 40.57864,-4.1193 39.87687))",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepista nuda"
 ]
}

 The dataset includes 49 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028841-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60893/figshare.pop.30460220
title: Supplementary Material

description: Supplementary Material 
for
Jet characteristics and nozzle parameter coupling effects in a high-enthalpy inductively coupled plasma wind tunnel
DOI: 10.60893/figshare.pop.30460220.v1
title: Supplementary Material

description: Supplementary Material 
for
Jet characteristics and nozzle parameter coupling effects in a high-enthalpy inductively coupled plasma wind tunnel
DOI: 10.15468/dl.mqxsrq
title: Occurrence Download

description: A dataset containing 37426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Setophaga chrysoparia",
 "Year 1970-2025"
 ]
}

 The dataset includes 37426 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029404-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wm6bvt
title: Occurrence Download

description: A dataset containing 9007 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "OccurrenceStatus is Present",
 "TaxonKey is Khaya senegalensis"
 ]
}

 The dataset includes 9007 records from 197 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029405-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfkh38
title: Occurrence Download

description: A dataset containing 117286698 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is EOD – eBird Observation Dataset",
 "License is CC-BY 4.0",
 "Month is January"
 ]
}

 The dataset includes 117286698 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029305-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kc5qan
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029406-250811113504898/datasets/export for details.
DOI: 10.7910/dvn/8uyez8
title: MicroMap - AGORA2 family visualisations

description: This dataset contains the visualisations for the 152 pan-family genome-scale metabolic reconstructions derived from AGORA2 on the MicroMap.
DOI: 10.15468/dl.acxye6
title: Occurrence Download

description: A dataset containing 40405 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Ruppia maritima"
 ]
}

 The dataset includes 40405 records from 525 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029403-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2p77rn
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029407-250811113504898/datasets/export for details.
DOI: 10.7910/dvn/t8mzsx
title: MicroMap - AGORA2 genus visualisations

description: This dataset contains the visualisations for the 422 pan-genus genome-scale metabolic reconstructions derived from AGORA2 on the MicroMap.
DOI: 10.15468/dl.7ucb58
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029410-250811113504898/datasets/export for details.
DOI: 10.15468/dl.ux3g7t
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oncorhynchus kisutch",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029409-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t7fxwc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oncorhynchus kisutch",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029411-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.an3ssg
title: Occurrence Download

description: A dataset containing 3282 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Carcharhinus longimanus"
 ]
}

 The dataset includes 3282 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029408-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/enqsoo
title: MicroMap - AGORA2 species visualisations

description: This dataset contains the visualisations for the 1,749 pan-species genome-scale metabolic reconstructions derived from AGORA2 on the MicroMap.
DOI: 10.15468/dl.dfjaf4
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029412-250811113504898/datasets/export for details.
DOI: 10.7910/dvn/0piujk
title: MicroMap - AGORA2 strain visualisations

description: This dataset contains the visualisations for the 7,302 strain genome-scale metabolic reconstructions contained within AGORA2 on the MicroMap. (2024-12-02)
DOI: 10.15468/dl.nbewbz
title: Occurrence Download

description: A dataset containing 1214957 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-06-26",
 "EventDate is less than or equal to 2025-07-26",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 1214957 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029391-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cytywq
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029414-250811113504898/datasets/export for details.
DOI: 10.7910/dvn/zgxf6f
title: MicroMap - APOLLO species visualisations

description: This dataset contains the visualisations for the 595 pan-species genome-scale metabolic reconstructions derived from APOLLO on the MicroMap.
DOI: 10.15468/dl.s4chwd
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chaetocercus berlepschi",
 "Year 2023-2025"
 ]
}

 The dataset includes 157 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029416-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.udtd9p
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oncorhynchus kisutch",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029417-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4mhnhp
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029418-250811113504898/datasets/export for details.
DOI: 10.7910/dvn/bkhms4
title: MicroMap - APOLLO strain visualisations

description: This dataset contains the visualisations for the 247,092 strain genome-scale metabolic reconstructions contained within APOLLO on the MicroMap.
DOI: 10.5281/zenodo.16921864
title: Data and Replication Materials for "Dual Benefit Framework: Aligning Individual and Collective Incentives in Institutional Design"

description: This repository contains the complete data, code, and documentation for research on the Dual Benefit Framework (DBF) - an institutional design approach that aligns individual incentives with collective goals through four key components: visibility, alignment, excludability, and certainty.

The study compares performance outcomes between institutions implementing DBF design principles and conventional institutional arrangements using a matched-pairs design across 30 institutional pairs from 14 countries over the period 2015-2021.

Key empirical findings include:- Member satisfaction: DBF institutions 8.32 vs conventional 6.52 (p < 0.001, Cohen's d = 2.373)- Financial sustainability: 89.7% vs 76.4% - Annual retention rates: 92% vs 78%

The repository includes:- Raw and processed datasets (158,763 observations) with complete codebooks- Literature database containing 200+ systematically reviewed papers- Evidence supporting statistical claims and case study analysis- Complete R replication code with robustness checks- Research instruments and protocols for DBF assessment- Documentation for research replication and extension

All materials are organized across six categories following research data management best practices. The replication package enables independent verification of findings and application of the DBF framework to new institutional contexts.

Data collection employed mixed methods including member surveys, financial performance analysis, and detailed case studies of Alpine farmer cooperatives, Israeli kibbutzim, and Mondragon Corporation cooperatives.