cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18422741
title: Data and Code for Data-Driven Insights to Accelerate Advanced Biomanufacturing

description: This Zenodo record contains datasets and analysis notebooks supporting the manuscript:Lalonde et al., “Data-Driven Insights to Accelerate Advanced Biomanufacturing,” submitted to RSC Digital Discovery (2026).The datasets describe literature-derived cultivation experiments for polyhydroxybutyrate (PHB) production in Synechocystis sp. PCC 6803 and were used for machine-learning model development, interpretation, and experimental validation.
DOI: 10.5281/zenodo.18422740
title: Data and Code for Data-Driven Insights to Accelerate Advanced Biomanufacturing

description: This Zenodo record contains datasets and analysis notebooks supporting the manuscript:Lalonde et al., “Data-Driven Insights to Accelerate Advanced Biomanufacturing,” submitted to RSC Digital Discovery (2026).The datasets describe literature-derived cultivation experiments for polyhydroxybutyrate (PHB) production in Synechocystis sp. PCC 6803 and were used for machine-learning model development, interpretation, and experimental validation.
DOI: 10.34943/f3476a27-8e02-48f7-9612-ae7a6fdfc160
title: Tsawwassen - Swartz Bay Ferry Route Air Temperature and Humidity Sensor Deployed 2020-02-19

description: The Rotronic Campbell Scientific Temperature RH HC-S3-XT 61348277 was deployed on 2020-02-19 on Tsawwassen - Swartz Bay Ferry Route. This ferry route goes between Tsawwassen terminal in Vancouver, BC and the Swartz Bay terminal, Victoria BC. This device is a Air Temperature and Humidity Sensor. Air temperature and humidity sensors are used to monitor weather conditions above the surface of the water. Air temperature affects wind speed and direction, relative humidity, the rate of evaporation and precipitation in the atmosphere. Air temperature is measured in numerous ways including thermistors, thermocouples and mercury thermometers. Humidity is the amount of water vapour in the air and can indicate precipitation, dew or fog. Humidity is typically measured as absolute humidity (the water content of air), relative humidity (measures the current absolute humidity relative to maximum for that temperature), or specific humidity (as a ratio of water vapour content to the total air content based on a mass). It was deployed on a mobile platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.34943/2860d97c-8f33-4583-9d3f-705ac6324b49
title: Tsawwassen - Swartz Bay Ferry Route Air Temperature and Humidity Sensor Deployed 2020-02-19

description: The Rotronic Campbell Scientific Temperature RH HC-S3-XT 61348277 was deployed on 2020-02-19 on Tsawwassen - Swartz Bay Ferry Route. This ferry route goes between Tsawwassen terminal in Vancouver, BC and the Swartz Bay terminal, Victoria BC. This device is a Air Temperature and Humidity Sensor. Air temperature and humidity sensors are used to monitor weather conditions above the surface of the water. Air temperature affects wind speed and direction, relative humidity, the rate of evaporation and precipitation in the atmosphere. Air temperature is measured in numerous ways including thermistors, thermocouples and mercury thermometers. Humidity is the amount of water vapour in the air and can indicate precipitation, dew or fog. Humidity is typically measured as absolute humidity (the water content of air), relative humidity (measures the current absolute humidity relative to maximum for that temperature), or specific humidity (as a ratio of water vapour content to the total air content based on a mass). It was deployed on a mobile platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.34943/9eb5bc57-5ba3-454e-abed-9bb2dd40e7c0
title: Tsawwassen - Swartz Bay Ferry Route Navigation System Deployed 2020-02-19

description: The Hemisphere GNSS V104S GPS Compass (SN C1436-00182-02-663) was deployed on 2020-02-19 on Tsawwassen - Swartz Bay Ferry Route. This ferry route goes between Tsawwassen terminal in Vancouver, BC and the Swartz Bay terminal, Victoria BC. This device is a Navigation System. Navigational instruments are used to measure and record positional information of ships, buoys, and autonomous underwater vehicles (AUVs). Typical sensors include latitude, longitude, speed, heading, pitch, roll, and depth. It was deployed on a mobile platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.34943/650bbbf7-c3ab-4fb5-9980-5730dfa839c3
title: Tsawwassen - Swartz Bay Ferry Route Navigation System Deployed 2020-02-19

description: The Hemisphere GNSS V104S GPS Compass (SN C1436-00182-02-663) was deployed on 2020-02-19 on Tsawwassen - Swartz Bay Ferry Route. This ferry route goes between Tsawwassen terminal in Vancouver, BC and the Swartz Bay terminal, Victoria BC. This device is a Navigation System. Navigational instruments are used to measure and record positional information of ships, buoys, and autonomous underwater vehicles (AUVs). Typical sensors include latitude, longitude, speed, heading, pitch, roll, and depth. It was deployed on a mobile platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.34740/kaggle/dsv/14668711
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6084/m9.figshare.29244866.v1
title: TRANSCRIBE DATA_ELDERLY.xlsx

description: This research focuses on intergenerational learning, where younger individuals (such as students or family members) teach the elderly how to use smartphones, apps, and online services. It explores what teaching methods work best and what the elderly prefer when learning about digital technology.This repository contains transcription data from interviews and conversations with both elderly participants and young helpers. These transcripts reveal:What challenges elderly people face when using digital applicationsHow young people explain or teach digital toolsThe kinds of support and interaction that help elderly users feel more confidentCultural factors that affect how older adults use technology in MalaysiaThe goal of this study is to help improve digital training programs for older adults and encourage better intergenerational cooperation in digital learning.
DOI: 10.6084/m9.figshare.29244866
title: TRANSCRIBE DATA_ELDERLY.xlsx

description: This research focuses on intergenerational learning, where younger individuals (such as students or family members) teach the elderly how to use smartphones, apps, and online services. It explores what teaching methods work best and what the elderly prefer when learning about digital technology.This repository contains transcription data from interviews and conversations with both elderly participants and young helpers. These transcripts reveal:What challenges elderly people face when using digital applicationsHow young people explain or teach digital toolsThe kinds of support and interaction that help elderly users feel more confidentCultural factors that affect how older adults use technology in MalaysiaThe goal of this study is to help improve digital training programs for older adults and encourage better intergenerational cooperation in digital learning.
DOI: 10.15468/dl.pz8rs3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oreochromis niloticus (Linnaeus, 1758)",
 "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 ((25.5395 -28.5786,20.509 -28.5786,20.509 -32.9007,25.5395 -32.9007,25.5395 -28.5786))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021773-250525065834625/datasets/export for details.
DOI: 10.15468/dl.8fadct
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Astragalus membranaceus"
 ]
}

 The dataset includes 107 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025831-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.asd23n
title: Occurrence Download

description: A dataset containing 2923 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ducula oceanica (Desmarest, 1826)"
 ]
}

 The dataset includes 2923 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002357-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/irv8eo
title: A11_19706.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/95fc0ac0-e5fd-48e6-88f6-956c3421d6f6'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/95fc0ac0-e5fd-48e6-88f6-956c3421d6f6
DOI: 10.15468/dl.5sn6mu
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Geometry POLYGON((-98.18559 16.0572,-96.58451 16.0572,-96.58451 17.43412,-98.18559 17.43412,-98.18559 16.0572))",
 "OccurrenceStatus is Present",
 "TaxonKey is Peromyscus mexicanus (Saussure, 1860)"
 ]
}

 The dataset includes 36 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014612-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sq9s5m
title: Occurrence Download

description: A dataset containing 695 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Specimen-based records and geographic locations of brittle stars (Echinodermata) collected from Sagami Bay"
 ]
}

 The dataset includes 695 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014613-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tkcafp
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Geometry POLYGON((-93.22116 16.60388,-92.00435 16.60388,-92.00435 17.71663,-93.22116 17.71663,-93.22116 16.60388))",
 "OccurrenceStatus is Present",
 "TaxonKey is Peromyscus mexicanus (Saussure, 1860)"
 ]
}

 The dataset includes 79 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014614-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/eefoub
title: Replication Data for: Missionary Activity, Education, and Long-run Political Development: Evidence Across Regime Types in Africa

description: The files in this replication archive generate the Figures and Tables of the paper "Missionary Activity, Education, and Long-run Political Development: Evidence Across Regime Types in Africa" by Soeren J. Henn, Horacio Larreguy, and Carlos Schmidt-Padilla. Please contact the authors if you have any further questions.
DOI: 10.34740/kaggle/dsv/12030765
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.bwgca6
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Geometry POLYGON((-93.08273 15.44951,-92.64644 15.44951,-92.64644 16.01789,-93.08273 16.01789,-93.08273 15.44951))",
 "OccurrenceStatus is Present",
 "TaxonKey is Peromyscus mexicanus (Saussure, 1860)"
 ]
}

 The dataset includes 71 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014615-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxqqj7
title: Occurrence Download

description: A dataset containing 77972 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bryophyta"
 ]
}

 The dataset includes 77972 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014603-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hsk3qd
title: Occurrence Download

description: A dataset containing 62576 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Berberis thunbergii DC."
 ]
}

 The dataset includes 62576 records from 373 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014608-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u27w7x
title: Occurrence Download

description: A dataset containing 83665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rosa multiflora Thunb."
 ]
}

 The dataset includes 83665 records from 436 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014609-250525065834625/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.28555754
title: CITE-seq_pbmc_combined_preprocessed.h5mu

description: Preprocessed integrated 10k and 5k PBMC CITE-seq datasets from 10X Genomics.Original 5k dataset, and 10k dataset.
DOI: 10.6084/m9.figshare.28555754.v4
title: CITE-seq_pbmc_combined_preprocessed.h5mu

description: Preprocessed integrated 10k and 5k PBMC CITE-seq datasets from 10X Genomics.Original 5k dataset, and 10k dataset.
DOI: 10.6084/m9.figshare.28555754.v3
title: CITE-seq_pbmc_combined_preprocessed.h5mu

description: Preprocessed integrated 10k and 5k PBMC CITE-seq datasets from 10X Genomics.Original 5k dataset, and 10k dataset.
DOI: 10.71947/arim.jpmxp1222ni0201
title: Aluminum Alloy Surface 20221213_CNF(UTM)
DOI: 10.15468/dl.rabe3h
title: Occurrence Download

description: A dataset listing the 123 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Specimen-based records and geographic locations of brittle stars (Echinodermata) collected from Sagami Bay"
 ]
}

 The dataset's 123 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014616-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71947/arim.jpmxp1222ni0801
title: クロム-窒素錯体とバナジウム-窒素錯体との比較のための各種錯体
DOI: 10.6084/m9.figshare.29207918
title: Analysis of arteriovenous fistula failure factors and construction of nomogram prediction model in patients with maintenance hemodialysis

description: Autogenous arteriovenous fistula (AVF) is a commonly used vascular access for maintenance hemodialysis (MHD), and its failure significantly impacts the quality of dialysis and patient prognosis. The purpose of this study was to analyze the factors associated with AVF failure in MHD patients and to establish a nomogram prediction model. Data on end-stage renal disease (ESRD) patients undergoing MHD at our hemodialysis center were retrospectively collected and analyzed. Lasso regression analysis was employed to identify independent risk factors, and a nomogram model was developed to predict the risk of AVF failure in MHD patients. ROC curve analysis, the Hosmer-Lemeshow test, and decision curve analysis were utilized for model validation. The study ultimately included 223 patients, and 6 independent factors influencing AVF failure were analyzed. The constructed nomogram model demonstrated good predictive power, with areas under the curve of 0.834 (95% CI 0.762-0.907) and 0.806 (95% CI 0.701-0.911) for the training and validation sets, respectively. The <i>p</i>-values obtained for the Hosmer-Lemeshow test were 0.896 and 0.257. The nomograms exhibited a higher net clinical benefit in both clinical decision curves. This study identifies the key factors influencing AVF failure in MHD patients and establishes a validated prediction model using nomogram, providing clinical practice with an accurate visualization tool for the early identification and guidance of clinical decisions.
DOI: 10.6084/m9.figshare.29207918.v1
title: Analysis of arteriovenous fistula failure factors and construction of nomogram prediction model in patients with maintenance hemodialysis

description: Autogenous arteriovenous fistula (AVF) is a commonly used vascular access for maintenance hemodialysis (MHD), and its failure significantly impacts the quality of dialysis and patient prognosis. The purpose of this study was to analyze the factors associated with AVF failure in MHD patients and to establish a nomogram prediction model. Data on end-stage renal disease (ESRD) patients undergoing MHD at our hemodialysis center were retrospectively collected and analyzed. Lasso regression analysis was employed to identify independent risk factors, and a nomogram model was developed to predict the risk of AVF failure in MHD patients. ROC curve analysis, the Hosmer-Lemeshow test, and decision curve analysis were utilized for model validation. The study ultimately included 223 patients, and 6 independent factors influencing AVF failure were analyzed. The constructed nomogram model demonstrated good predictive power, with areas under the curve of 0.834 (95% CI 0.762-0.907) and 0.806 (95% CI 0.701-0.911) for the training and validation sets, respectively. The <i>p</i>-values obtained for the Hosmer-Lemeshow test were 0.896 and 0.257. The nomograms exhibited a higher net clinical benefit in both clinical decision curves. This study identifies the key factors influencing AVF failure in MHD patients and establishes a validated prediction model using nomogram, providing clinical practice with an accurate visualization tool for the early identification and guidance of clinical decisions.
DOI: 10.71947/arim.jpmxp1222ni5301
title: 22NI5301_Mn系次世代電池の負極Li-C材料の室温合成
DOI: 10.71947/arim.jpmxp1222ni5503
title: 22NI5503_アカモクエキス担持用Auナノ突起薄膜試料の作製
DOI: 10.15468/dl.b82nbm
title: Occurrence Download

description: A dataset containing 55765 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycalopex culpaeus (Molina, 1782)"
 ]
}

 The dataset includes 55765 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014617-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.arnypz
title: Occurrence Download

description: A dataset containing 168054 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ailanthus altissima (Mill.) Swingle"
 ]
}

 The dataset includes 168054 records from 1277 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014618-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/e3njn8
title: Replication Data for: "Don't Call It a Comeback: Autocratic Ruling Parties after Democratization"

description: This provides replication data, commands, and an online appendix for "Don't Call It a Comeback: Autocratic Ruling Parties after Democratization."
DOI: 10.7910/dvn/enczga
title: Replication Data for: Impact Fragmentation and the Development of the Lunar Megaregolith

description: compressed jpeg outputs for all runs featured in "Impact Fragmentation and the Development of the Lunar Megaregolith" to be published in JGR: Planets. Many output .dat files had to be split for upload and can be recombined. The different runs are labeled in the title of the file.
DOI: 10.7910/dvn/nhkys3
title: All-India Political Poll, 1961, September-November (M173)

description: From the codebook: "A survey conducted by interviews of a national cross-section of the Indian population, numbering 3537 cases. Major topics include: background information, political participation, standard of living, opinions regarding economic matters, industrial programs, voting plans, and attitudes toward world political leaders.
description: Subject: STANDARD DEPOSIT TERMS 1.0 Type: DATAPASS:TERMS:STANDARD:1.0 Notes: of the Archive), within the Data Preservation Alliance for the Social Sciences ("Data-PASS") in accordance with the Data-PASS terms (the "Terms") of use (available from: http://www.icpsr.org/Data-PASS). Including permission to: (a) redisseminate copies of the Data Collection in a variety of distribution formats only according to the standard terms of use of the Archive; (b) promote and advertise the Data Collection in any publicity (in any form) for Data-PASS and the Archive; (c) describe, catalog, validate and document the Content; (d) store, translate, copy or re-format the Data Collection in any way to ensure its future preservation and accessibility, improve usability and/or protect respondent confidentiality; (e) incorporate metadata (cataloging information) or documentation regarding this study into public access catalogues. The Archive represents and warrants that the Content conforms to all Terms and that the Archive is lawfully entitled and has full authority to license Data-Pass to use the Materials in the ways described in the Terms.;
DOI: 10.7910/dvn/pi5sfo
title: A00_12954.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/b67b02e9-7b89-1d5d-8bbb-614023c22599'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/b67b02e9-7b89-1d5d-8bbb-614023c22599
DOI: 10.15468/dl.4mc9x8
title: Occurrence Download

description: A dataset containing 328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Coursetia rostrata Benth."
 ]
}

 The dataset includes 328 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017778-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/eofvtu
title: Replication data for: "Tracking the Slowdown in Long-Run GDP Growth"

description: Antolin-Diaz, Juan, Drechsel, Thomas, and Petrella, Ivan, (2017) “Tracking the Slowdown in Long-Run GDP Growth.” Review of Economics and Statistics 99:2, 343-356.
description: Volume XX, Issue X
DOI: 10.7910/dvn/nh4x0s
title: Replication Data for: gastric carcinoma

description: data about gastric carcinoma from seer