cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15580810
title: Charging service equity evaluation and EVCS planning

description: Urban transportation electrification is critical for carbon neutrality yet faces challenges charging infrastructure inequities, particularly in low-income communities, like urban villages. Residents of urban villages encounter limited private charging options, despite public electric vehicle charging stations (EVCSs) being essential for equitable mobility transitions. Current studies rely on static analyses, neglecting dynamic daily travel behaviours and renewable energy integration in multi-agent systems. This study innovatively proposes Comprehensive Charging Duration (CCD) metric, combining queuing theory and agent-based simulations to dynamically evaluate public charging accessibility across stages from station searching, queuing, charging and parking to returning. A city-scale information model (covering 262,003 buildings across 13,717 hubs) integrates probabilistic e-mobility hourly behaviours on the urban road network and distributed renewable energy network with hybrid hydrogen-electric storage, enabling cross-sector and multi-agent urban energy transient simulation. Based on that, four EVCS deployment strategies are proposed, prioritizing equity, renewable energy penetration, traffic charging preference, and comprehensive criteria, respectively. The CCD-optimized plan reduces charging inequities across income groups for all dimensions. The renewable-focused plan achieves the lowest carbon emissions, while the comprehensive plan enhances green electricity use in transportation with 11.10%. Hybrid energy storage addresses seasonal deficits, with renewables supplying 35.7% of total demand. This framework offers a validated, scalable methodology for balancing equity and sustainability in EVCS planning and provides actionable tools for policymakers to design adaptive EVCSs, supporting green transportation transitions while ensuring equitable progress toward sustainability targets.
DOI: 10.5281/zenodo.15580811
title: Charging service equity evaluation and EVCS planning

description: Urban transportation electrification is critical for carbon neutrality yet faces challenges charging infrastructure inequities, particularly in low-income communities, like urban villages. Residents of urban villages encounter limited private charging options, despite public electric vehicle charging stations (EVCSs) being essential for equitable mobility transitions. Current studies rely on static analyses, neglecting dynamic daily travel behaviours and renewable energy integration in multi-agent systems. This study innovatively proposes Comprehensive Charging Duration (CCD) metric, combining queuing theory and agent-based simulations to dynamically evaluate public charging accessibility across stages from station searching, queuing, charging and parking to returning. A city-scale information model (covering 262,003 buildings across 13,717 hubs) integrates probabilistic e-mobility hourly behaviours on the urban road network and distributed renewable energy network with hybrid hydrogen-electric storage, enabling cross-sector and multi-agent urban energy transient simulation. Based on that, four EVCS deployment strategies are proposed, prioritizing equity, renewable energy penetration, traffic charging preference, and comprehensive criteria, respectively. The CCD-optimized plan reduces charging inequities across income groups for all dimensions. The renewable-focused plan achieves the lowest carbon emissions, while the comprehensive plan enhances green electricity use in transportation with 11.10%. Hybrid energy storage addresses seasonal deficits, with renewables supplying 35.7% of total demand. This framework offers a validated, scalable methodology for balancing equity and sustainability in EVCS planning and provides actionable tools for policymakers to design adaptive EVCSs, supporting green transportation transitions while ensuring equitable progress toward sustainability targets.
DOI: 10.15468/dl.2texrf
title: Occurrence Download

description: A dataset containing 1006552085 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is EOD – eBird Observation Dataset",
 "PublishingOrg is e2e717bf-551a-4917-bdc9-4fa0f342c530",
 "TaxonKey is Aves",
 "Year 2018-2025"
 ]
}

 The dataset includes 1006552085 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017013-250525065834625/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.29219201
title: Dataset and model parameters

description: <b>Data</b><b> and code compare with DeepSeek</b><b>Data and model parameters 2022</b><b>Data and model parameters 2022~2024</b>
DOI: 10.6084/m9.figshare.29219201.v1
title: Dataset and model parameters

description: <b>Data</b><b> and code compare with DeepSeek</b><b>Data and model parameters 2022</b><b>Data and model parameters 2022~2024</b>
DOI: 10.15468/dl.x8nv47
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017042-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvh679
title: Occurrence Download

description: A dataset containing 630614 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Branta bernicla (Linnaeus, 1758))",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 630614 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017033-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j5kax5
title: Occurrence Download

description: A dataset containing 466 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Asio stygius (Wagler, 1832)"
 ]
}

 The dataset includes 466 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017043-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fd8jub
title: Occurrence Download

description: A dataset containing 43622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Nocardioides Prauser, 1976"
 ]
}

 The dataset includes 43622 records from 475 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017044-250525065834625/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.29219879
title: Data from three Italian sites for minimum night consumption (MNC) evaluation

description: This file includes the data from three Italian sites for minimum night consumption (MNC) evaluation as a function of users' aggregate number and consumption. The data are related to both residential and non-residential users.
DOI: 10.6084/m9.figshare.29219879.v1
title: Data from three Italian sites for minimum night consumption (MNC) evaluation

description: This file includes the data from three Italian sites for minimum night consumption (MNC) evaluation as a function of users' aggregate number and consumption. The data are related to both residential and non-residential users.
DOI: 10.6084/m9.figshare.29220047
title: Seawater Intrusion Angle Controls Colloidal Chromium Migration Across Coastal Groundwater Interfaces

description: The experimental and numerical data for "Seawater Intrusion Angle Controls Colloidal Chromium Migration Across Coastal Groundwater Interfaces"
DOI: 10.6084/m9.figshare.29220047.v1
title: Seawater Intrusion Angle Controls Colloidal Chromium Migration Across Coastal Groundwater Interfaces

description: The experimental and numerical data for "Seawater Intrusion Angle Controls Colloidal Chromium Migration Across Coastal Groundwater Interfaces"
DOI: 10.15468/dl.8t8gxt
title: Occurrence Download

description: A dataset containing 43622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Nocardioides Prauser, 1976"
 ]
}

 The dataset includes 43622 records from 475 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017047-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agv3cm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Myrmoborus myotherinus (Spix, 1825))",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016411-250525065834625/datasets/export for details.
DOI: 10.15468/dl.ku2q7u
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Myrmoborus myotherinus (Spix, 1825))",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016412-250525065834625/datasets/export for details.
DOI: 10.15468/dl.k98bhh
title: Occurrence Download

description: A dataset containing 21562 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Myrmoborus myotherinus (Spix, 1825))",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 21562 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016413-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5285/270650632ad6413690c2d96f5ed87654
title: WOEST: SNR winds from the NCAS Mobile Radar Wind Profiler unit 1 deployed at Airfield Camp, Netheravon, v1.0 (20230710-20230911)

description: Vertical profiles of signal to noise ratio (SNR) and winds measurements from the NCAS Mobile Radar Wind Profiler unit 1 deployed at Airfield Camp, Netheravon. These observations were taken as part of WesCon - Observing the Evolving Structures of Turbulence (WOEST) project between 20230710 and 20230911.

Data products from this deployment include: snr-winds

For further details of this deployment and the associated dataset please see the internal file metadata.

These data conform to the NCAS data standards and are available under the UK Government Open Licence agreement. Acknowledgement of NCAS as the data provider is required whenever and wherever these data are used.
DOI: 10.5281/zenodo.15276392
title: D-SI Metadata Model – example data and software scripts for handling uncertainty dependencies

description: The D-SI models for measurement uncertainty are based on the reporting of simple uncertainty numbers, which are outcomes of the evaluation of uncertainty budgets. The budget-specific mathematical combination of different components of uncertainty is known and defined in the GUM under the principle of the linear propagation of uncertainties. A better identification and ability to reuse information on individual components of uncertainty can help to improve the accuracy of data processing along chains of subsequent measurements and measurement models. It also helps to uncover hidden correlation between data. By introducing dependencies of uncertainty to the D-SI, the use of such information on components of uncertainties will be enabled.

Two important tools explicitly applying dependencies are METAS’s UncLib which is developed by Michael Wollensack and the GUM Tree Calculator which is developed by Blair Hall.

This publication provides an example of the inclusion of dependencies in the D-SI metadata model. The examples provide XML-files including D-SI data, correlations and dependencies. The XML-data (the reported values) are input to calculations which are also provided. T the statistical R-software was used to implement the calculations and the software scripts are also included.
DOI: 10.5281/zenodo.15276391
title: D-SI Metadata Model – example data and software scripts for handling uncertainty dependencies

description: The D-SI models for measurement uncertainty are based on the reporting of simple uncertainty numbers, which are outcomes of the evaluation of uncertainty budgets. The budget-specific mathematical combination of different components of uncertainty is known and defined in the GUM under the principle of the linear propagation of uncertainties. A better identification and ability to reuse information on individual components of uncertainty can help to improve the accuracy of data processing along chains of subsequent measurements and measurement models. It also helps to uncover hidden correlation between data. By introducing dependencies of uncertainty to the D-SI, the use of such information on components of uncertainties will be enabled.

Two important tools explicitly applying dependencies are METAS’s UncLib which is developed by Michael Wollensack and the GUM Tree Calculator which is developed by Blair Hall.

This publication provides an example of the inclusion of dependencies in the D-SI metadata model. The examples provide XML-files including D-SI data, correlations and dependencies. The XML-data (the reported values) are input to calculations which are also provided. T the statistical R-software was used to implement the calculations and the software scripts are also included.
DOI: 10.5281/zenodo.15283293
title: D-SI Metadata Model – example data and software scripts for handling uncertainty dependencies

description: The D-SI models for measurement uncertainty are based on the reporting of simple uncertainty numbers, which are outcomes of the evaluation of uncertainty budgets. The budget-specific mathematical combination of different components of uncertainty is known and defined in the GUM under the principle of the linear propagation of uncertainties. A better identification and ability to reuse information on individual components of uncertainty can help to improve the accuracy of data processing along chains of subsequent measurements and measurement models. It also helps to uncover hidden correlation between data. By introducing dependencies of uncertainty to the D-SI, the use of such information on components of uncertainties will be enabled.

Two important tools explicitly applying dependencies are METAS’s UncLib which is developed by Michael Wollensack and the GUM Tree Calculator which is developed by Blair Hall.

This publication provides an example of the inclusion of dependencies in the D-SI metadata model. The examples provide XML-files including D-SI data, correlations and dependencies. The XML-data (the reported values) are input to calculations which are also provided. T the statistical R-software was used to implement the calculations and the software scripts are also included.
DOI: 10.5281/zenodo.15619379
title: 2001- Baltimore -raw +processed

description: University of Reading Grimmond Urban Micromet Group  

Year: 2001

City: Baltimore 

Data Levels: raw

Sites: Cub Hill

Key people: John Hom, Ben Crawford

Project: LTER/ NSF, USDA FS
DOI: 10.5281/zenodo.15619380
title: 2001- Baltimore -raw +processed

description: University of Reading Grimmond Urban Micromet Group  

Year: 2001

City: Baltimore 

Data Levels: raw

Sites: Cub Hill

Key people: John Hom, Ben Crawford

Project: LTER/ NSF, USDA FS
DOI: 10.15468/dd.cj42x4
title: Dataset generated from Esri tool

description: Derived dataset generated by Esri geoprocessing tool using GBIF API
DOI: 10.6084/m9.figshare.28879679.v1
title: <b>WTBM-LS: The first multimodal dataset</b><b>for </b><b>w</b><b>ind </b><b>t</b><b>urbine </b><b>b</b><b>lade </b><b>m</b><b>onitoring during </b><b>l</b><b>ightning </b><b>s</b><b>trikes</b>

description: <b>Lightning strikes pose a significant threat to the structural integrity and operational performance of wind turbine blades. Due to the high probability of lightning strikes but the difficulty in capturing their dynamic data, obtaining comprehensive data on blades subjected to lightning strikes is challenging. This study presents a rare multimodal dataset for condition monitoring of multimodal wind turbine blades subjected to lightning strikes. The dataset collected from a wind farm in China. It includes vibration, load, and strain measurements from fiber optic load sensors and fiber optic accelerometer sensors. It provides real-time records of blade operational status and damage assessments after strikes. The dataset is intended to promote the development of predictive models for lightning strike detection and blade damage assessment, ultimately enhancing the monitoring, maintenance, and operational optimization of wind energy facilities. The dataset is publicly available for researchers to conduct in-depth studies in fields such as machine learning, condition monitoring, and fault prediction, contributing to the resilience and reliability of wind turbine operations.</b>
DOI: 10.6084/m9.figshare.96874.v3
title: Open access options for publishing neuroscience research

description: The field of neuroscience is locking away more research in subscription journals everyday, where many people around the world can’t access it, learn from it, or build on it. Instead, researchers can publish their work as open access, allowing people to access it, download it, and reuse it for free. This fileset includes a list (in .ods, .xls, and .pdf formats) of journals publishing open access research in neuroscience. Journals are divided up into three categories: (1) open access journals devoted to neuroscience, (2) open access journals which are not devoted exclusively to neuroscience, but publish research articles in the area as part of a broader portfolio, and (3) hybrid journals devoted to neuroscience which are subscription-based but offer an open access option. Each entry includes the title of the journal, publisher, license, article processing charge (APC), existence of fee waivers, and the journal's website. The author welcomes suggestions of journals that should be added to the list, and will update the fileset as needed. This work was originally posted on the author's blog (link below).
DOI: 10.17632/34xgdvvv3m
title: Dataset for 'A Paper-based Loop-Mediated Isothermal Amplification Assay for Highly Pathogenic Avian Influenza'

description: This dataset contains raw data used during the creation of an assay for detection of highly-pathogenic avian influenza (HPAI) virus type H5 (H5) and used for the publication in the article 'A Paper-based Loop-Mediated Isothermal Amplification Assay for Highly Pathogenic Avian Influenza' published in Scientific Reports.
DOI: 10.6084/m9.figshare.1250041.v1
title: caja de herramientas OIT

description: CAJA DE HERRAMIENTAS OIT PEROXIDO DE HIODROGENO
DOI: 10.6084/m9.figshare.26852383.v1
title: Analysis code for study, "Risk of Financial Precarity from Hospitalization: Implications for Targeting Financial Assistance in Medicare"

description: This descriptive study identified US Medicare beneficiaries who would face financial precarity if exposed to the Medicare Part A hospital deductible ($1,600). Nationally representative estimates of financial precarity, defined as having insufficient funds to pay the Part A deductible, were examined across four scenarios that considered checking/savings account balances, total liquid assets (with a reserve for future living costs), and supplemental insurance. Disparities in financial precarity were examined by Medicare beneficiaries' race, ethnicity, and different dimensions of health status. Primary analyses were conducted using the 2018 wave of the Health and Retirement Study.This file directory provides analytic code for setting up our HRS analytic file and our statistical analyses. Please see the enclosed Readme file for documentation about the sequencing and setup of the data analyses. Data file setup and statistical analyses were performed in SAS statistical software. Readers with questions should contact Paula Chatterjee, MD, MPH (pchat@pennmedicine.upenn.edu) or Eric Roberts, PhD (eric.roberts@pennmedicine.upenn.edu).
DOI: 10.6084/m9.figshare.8226029.v1
title: MF3D R1 Expressions

description: The Expressions subset of the MF3D R1 stimulus set consists of 2,799 color images (3840 x 2160 resolution in .png format) and an equal number of indexed label map images (.hdr format). The images have been divided by expression type into .zip folders for online hosting. <br>The accompanying spreadsheet (.csv file) lists the filenames and of all images in this set and the macaque avatar parameters used to generate each image. The images can be easily selected, loaded, edited and saved using the Matlab graphical user interface and other tools provided in the MF3D GitHub repository: https://github.com/MonkeyGone2Heaven/MF3D-Tools<br>For more details on how and why the stimuli were generated, please see the associated paper: Murphy AP & Leopold DA (2019) https://doi.org/10.1016/j.jneumeth.2019.06.001
DOI: 10.17608/k6.auckland.22707202.v1
title: Plantigrade Counts from Wild Sampling and Transplantation Experiment

description: Green-lipped mussel plantigrade counts from wild macroalgae sampling and transplanted experiment in Kenepuru Sound, New Zealand.