cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17603/ds2-a37p-9w44
title: Nonuniform cyclic direct simple shear tests on Ottawa F65 sand, in Direct simple shear testing on Ottawa F65 sand under uniform and irregular cyclic loading

description: This project summarizes the results of undrained cyclic direct simple shear (DSS) tests performed on specimens of Ottawa F65 sand. Constant-volume (equivalent undrained) uniform and non-uniform cyclic direct simple shear (DSS) experiments were conducted using an Electromechanical Dynamic Cyclic Simple Shear (EMDCSS) device manufactured by GDS Instruments. Data are summarized as stress strain loops, stress paths, vertical stress versus shear strain, and vertical compliance versus shear strain.The data available is the raw data (without any post-processing or filtering) for all the experiments illustrated in the paper dx.doi.org/10.1139/cgj-2021-0373 by Humire and Ziotopoulou (2022) "Mechanisms of shear strain accumulation in laboratory experiments on sands exhibiting cyclic mobility behavior."
description: Nonuniform cyclic Direct Simple Shear (DSS) experiments were conducted on reconstituted specimens of Ottawa F-65 sand. Material and device information shared under uniform Experiment. Nonuniform loading was applied by progressively reducing the amplitude of cyclic shearing over three distinct stages.

Data raw files include four space separated columns of shear strain (%), shear stress (kPa), vertical stress (kPa), and axial strain (%). Users can plot stress strain loops, stress paths, loss of vertical stress vs strain, the evolution of equivalent pore pressure pressure (not measured directly but extrapolated as loss of effective stress), and check for vertical compliance.
DOI: 10.5281/zenodo.17308525
title: EspalomaCharge training dataset

description: Minimal data set to train EspalomaCharge models using the tools and scripts in https://github.com/choderalab/espaloma-charge
DOI: 10.5281/zenodo.17308526
title: EspalomaCharge training dataset

description: Minimal data set to train EspalomaCharge models using the tools and scripts in https://github.com/choderalab/espaloma-charge
DOI: 10.48366/r701141
title: Analysis of Graphene-Polymer composite properties

description: This comparison table focuses on graphene-polymer composites, detailing their mechanical properties such as Young’s modulus, tensile strength, and fracture strain. It is crucial in materials science for optimizing composite performance in various applications, from structural materials to advanced functional materials. Understanding these properties aids in developing stronger, more durable, and versatile materials with tailored properties for specific industrial and technological uses.
DOI: 10.15468/dl.gzrs3a
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Brachycephalus vertebralis Pombal, 2001"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089879-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6t8cst
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Euryoryzomys macconnelli (Thomas, 1910)"
 ]
}

 The dataset includes 105 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089880-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vtju2
title: Occurrence Download

description: A dataset containing 45083 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eleocharis quinqueflora (Hartmann) O.Schwarz)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 45083 records from 503 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089878-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hg2823
title: Occurrence Download

description: A dataset containing 2220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anthus cervinus (Pallas, 1811)",
 "Year 1950-2024"
 ]
}

 The dataset includes 2220 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089881-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hvjn8g
title: Occurrence Download

description: A dataset containing 1219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eleocharis pellucida var. japonica (Miq.) Tang & F.T.Wang)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1219 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089882-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7h25y
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Handleyomys alfaroi (J.A.Allen, 1891)"
 ]
}

 The dataset includes 27 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089883-240506114902167/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.25955872
title: Figure 4 Data

description: ELISA
DOI: 10.6084/m9.figshare.25955872.v1
title: Figure 4 Data

description: ELISA
DOI: 10.4225/41/56d168955862e
title: right ulnare of Gogonasus

description: This dataset is a CT scan of the right ulnare (forelimb=arm) of the tetrapodomorph Gogonasus from the Gogo Formation in Western Australia
DOI: 10.6084/m9.figshare.25955857
title: Figure 8 Data

description: qPCR results
DOI: 10.6084/m9.figshare.25955857.v1
title: Figure 8 Data

description: qPCR results
DOI: 10.15468/dl.nnq6k2
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Hylaeamys perenensis (J.A.Allen, 1901)"
 ]
}

 The dataset includes 132 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089885-240506114902167/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.26086732
title: <b>Integrating Generative AI in Higher Education: A Qualitative Analysis of its Impact on Personalized Learning and Counselor Roles in China</b>

description: 在当前的教育环境中，生成式人工智能（AI）的应用正在引领新一轮的个性化学习浪潮。本研究通过对22名中国高等教育机构使用生成式人工智能的辅导员的经验进行定性分析，探讨了这项技术对教育质量和学生学习成果的影响。研究结果显示，生成式人工智能不仅能协助辅导员制定更贴合学生需求的学习计划，还能优化教育资源的分配，培养学生的自主学习和批判性思维能力。人工智能在提供思想政治教育支持方面也证明了其价值。尽管如此，辅导员认识到人工智能不能完全取代教师的专业判断，技术依赖、数据隐私保护和人际互动的维护等问题仍然是使用人工智能时关注的问题。因此，本研究强调了制定周密的战略规划和实施的重要性，以确保教育公平，优化资源配置，并推动教育系统的持续创新和改进。这些发现为应用生成式人工智能的教育工作者提供了宝贵的实证证据，并有助于高等教育系统结构和运营机制的转型。
DOI: 10.4225/41/56dcf40b595b4
title: right ulnare of Gogonasus

description: This dataset is a CT scan of the right ulnare (forelimb=arm) of the tetrapodomorph Gogonasus from the Gogo Formation in Western Australia
DOI: 10.21227/mwqw-f509
title: MRI scan database for classifying Meningioma Tumor in humans

description: This is the MRI scan database used in the research work of classifying Meningioma Tumor in humans by using hybrid Ensemble Deep Learning Network  AlGoRes. It consist of two sets; one for training and another one for testing the Deep Learning Network  AlGoRes.Training data set consist of 822 imagers with meningioma_tumor and 395 images without tumor.Testing data set consist of 115 imagers with meningioma_tumor and 104 images without tumor.This study focuses on an ensemble framework effectuated through pre-trained deep learning networks such as the AlexNet, ResNet-50 and GoogleNet to procure a hybrid network named AlGoRes. The transfer learning from the pre-trained networks is employed further to comprehend the training and classification of meningioma tumors from the incorporated dataset. The results obtained thus evince that the classification accuracy is optimized in the constructed hybrid network as juxtaposed with the individual pre-trained networks. The simulations are carried out in MATLAB using the MRI scan database that demonstrates that the proposed approach holds substantial potential with respect to assisting healthcare professionals in early diagnosis, treatment planning, monitoring, along with improving patient outcomes and quality of care for meningioma patients.
DOI: 10.15468/dl.7qbavw
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is one of (ZUEC-AMP - Coleção de Anfíbios do Museu de Zoologia da UNICAMP, NMNH Extant Specimen Records (USNM, US), Museum of Comparative Zoology, Harvard University, Occurrences in SinBiota, FNJV - Fonoteca Neotropical Jacques Vielliard, INSDC Sequences)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Brachycephalus nodoterga Miranda-Ribeiro, 1920"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089886-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fjvj6s
title: Occurrence Download

description: A dataset containing 179140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hypericum maculatum Crantz)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 179140 records from 732 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089876-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12499231
title: КЎЧМАС МУЛКЛАРНИНГ ЭЛЕКТРОН ОНЛАЙН КИМ-ОШДИ (АУКЦИОН) САВДОЛАРИНИ ТАШКИЛ ЭТИШНИ БОШҚАРИШ
DOI: 10.5281/zenodo.12499232
title: КЎЧМАС МУЛКЛАРНИНГ ЭЛЕКТРОН ОНЛАЙН КИМ-ОШДИ (АУКЦИОН) САВДОЛАРИНИ ТАШКИЛ ЭТИШНИ БОШҚАРИШ
DOI: 10.15468/dl.sjuznp
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Hylaeamys tatei (Musser, Carleton, Brothers & Gardner, 1998)"
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089888-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yvfmc2
title: Occurrence Download

description: A dataset containing 1672 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eucalyptus globulus subsp. globulus)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1672 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089887-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evqu5h
title: Occurrence Download

description: A dataset containing 295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Anolis heterodermus Duméril, 1851"
 ]
}

 The dataset includes 295 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089889-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d88mxj
title: Occurrence Download

description: A dataset containing 195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Europe)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Schizonepeta tenuifolia (Benth.) Briq."
 ]
}

 The dataset includes 195 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089891-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qc8mze
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Brachycephalus didactylus (Izecksohn, 1971)"
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089892-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5pzjnp
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Hylaeamys yunganus (Thomas, 1902)"
 ]
}

 The dataset includes 155 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089893-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.7188150
title: Crosswalks EU PPP Microorganisms - active substance application (product) to New Data Requirements Regulation (EU) 2022/1439 & Regulation (EU) 2022/1440

description: This Excel file provides detailed crosswalks from the current Table of Content in IUCLID ( Reg 283/2013 and Reg 284/2013 as stood before being amended by Regulation (EU) 2022/1439 & Regulation (EU) 2022/1440”) to Reg 283/2013 and Reg 284/2013 as amended by Regulation (EU) 2022/1439 & Regulation (EU) 2022/1440 There are two worksheets <strong>ACTIVE SUBSTANCE</strong> (2022 - 1439) : mapping between the current IUCLID working context "EU PPP Microorganisms - active substance information" to the Regulation (EU) No 283/2013 as amended by Regulation (EU) 2022/1439 <strong>PRODUCT</strong> (2022 - 1440) : mapping between the the current IUCLID working context "EU PPP Microorganisms - active substance application (product)" to the Regulation (EU) No 284/2013 as amended by Regulation Regulation (EU) 2022/1440 The spreadsheets contain the following columns: <strong>New Data Requirements Section (October 2022)</strong> : The name of the TOC section (according to the new data requirements) <strong>Document changes</strong> : the documents which have been added to the working context to meet the new data requirements <strong>Document change type</strong> : the type of document changes made to meet the new data requirements - documents which have been added or replaced in the IUCLID October 2022 Release and the new documents which will be added in the IUCLID April 2023 Release <strong>IUCLID section IUCLID 6.6 (17 October 2021)</strong> :The name of the TOC section (according to the previous data requirements) <strong>Endpoint study record</strong>: name of the document template used to report individual studies of the section. These usually correspond to OECD Harmonised Templates (OHT). <strong>Endpoint summary</strong>: name of the document template used to report the summary information for the section endpoints <strong>Other IUCLID document</strong>: name of any other document template in IUCLID used to report information of the section <strong>OHT</strong>: number of the OECD Harmonised Template used in the section <strong>Additional context</strong>: This section provides instructions for dossier preparation to meet the new data requirements and where the the Cf. (cross reference) is specified in a TOC section the the IUCLID path for the fields which should be completed. Note: In cases where an IUCLID document is not included in the updated table of contents this will be found in a specific section 'Previously used documents now obsolete, kept until April 2024' which can be found at the end of the dataset.
description: EU, en, xlsx, data.collection@efsa.europa.eu
DOI: 10.6084/m9.figshare.26085063
title: HiGTS_2004s3

description: HiGTS is a high temporal resolution global gridded dataset of human thermal stress metrics. Derived using climate variables from ERA5-Land and ERA5, the HiGTS consists of hourly gridded maps of Universal Thermal Climate Index (UTCI), Universal Thermal Stress (UTS), and daily Thermal Stress Duration (TSD) at 0.1° × 0.1° spatial resolution over the global land surface.HiGTS_2004s3 contains the data from July 1, 2004 to September 30, 2004.
DOI: 10.5281/zenodo.8119177
title: Crosswalks EU PPP Microorganisms - active substance application (product) to New Data Requirements (Commission Regulation (EU) 2022/1439 & Commission Regulation (EU) 2022/1440)

description: The <strong>Excel file</strong> provides detailed crosswalks from the current Table of Content (ToC) for Microbial Plant Protection Product (PPP) dossier in IUCLID 6 v.7 to Commission Regulation (EU) 283/2013 and Commission Regulation (EU) 284/2013 as amended by Commission Regulation (EU) 2022/1439 & Commission Regulation (EU) 2022/1440. There are two worksheets: <strong>ACTIVE SUBSTANCE</strong> (2022 - 1439): mapping between the current IUCLID working context "EU PPP Microorganisms - active substance information" to the Commission Regulation (EU) No 283/2013 as amended by Commission Regulation (EU) 2022/1439 <strong>PRODUCT</strong> (2022 - 1440): mapping between the the current IUCLID working context "EU PPP Microorganisms - active substance application (product)" to the Commission Regulation (EU) No 284/2013 as amended by Commission Regulation (EU) 2022/1440 The spreadsheets contain the following columns: <strong>New Data Requirements Section (October 2022)</strong>: The name of the TOC section (according to the new data requirements) <strong>IUCLID section</strong>: The name of the ToC section <strong>Endpoint study record</strong>: name of the document template used to report individual studies of the section. These usually correspond to OECD Harmonised Templates (OHT). <strong>Endpoint summary</strong>: name of the document template used to report the summary information for the section endpoints <strong>Other IUCLID document</strong>: name of any other document template in IUCLID used to report information of the section <strong>OHT</strong>: number of the OECD Harmonised Template used in the section <strong>Additional context</strong>: fulI IUCLID paths indicating the section of the respective document where information needs to be provided and/or specific values to be indicated. Note: In cases where an IUCLID document is not included in the updated ToC this will be found in a specific section 'Previously used documents now obsolete, kept until April 2024' which can be found at the end of the dataset. <strong>Version 3 </strong>includes changes in the table of contents of IUCLID 6 v7.
description: EU, en, xlsx, data.collection@efsa.europa.eu
DOI: 10.5281/zenodo.7427313
title: Crosswalks EU PPP Microorganisms - active substance application (product) to New Data Requirements Regulation (EU) 2022/1439 & Regulation (EU) 2022/1440

description: In this version 2, a <strong>word file</strong> has been included providing <strong>clarifications </strong>on the <strong>transitional period</strong> in <strong>IUCLID</strong> for the submission of dossiers on microbial pesticides after the October 2022 release and in view of the April 2023 format release. The <strong>Excel file</strong> provides detailed crosswalks from the current Table of Content in IUCLID ( Reg 283/2013 and Reg 284/2013 as stood before being amended by Regulation (EU) 2022/1439 & Regulation (EU) 2022/1440”) to Reg 283/2013 and Reg 284/2013 as amended by Regulation (EU) 2022/1439 & Regulation (EU) 2022/1440. There are two worksheets: <strong>ACTIVE SUBSTANCE</strong> (2022 - 1439) : mapping between the current IUCLID working context "EU PPP Microorganisms - active substance information" to the Regulation (EU) No 283/2013 as amended by Regulation (EU) 2022/1439 <strong>PRODUCT</strong> (2022 - 1440) : mapping between the the current IUCLID working context "EU PPP Microorganisms - active substance application (product)" to the Regulation (EU) No 284/2013 as amended by Regulation Regulation (EU) 2022/1440 The spreadsheets contain the following columns: <strong>New Data Requirements Section (October 2022)</strong> : The name of the TOC section (according to the new data requirements) <strong>Document changes</strong> : the documents which have been added to the working context to meet the new data requirements <strong>Document change type</strong> : the type of document changes made to meet the new data requirements - documents which have been added or replaced in the IUCLID October 2022 Release and the new documents which will be added in the IUCLID April 2023 Release <strong>IUCLID section IUCLID 6.6 (17 October 2021)</strong> :The name of the TOC section (according to the previous data requirements) <strong>Endpoint study record</strong>: name of the document template used to report individual studies of the section. These usually correspond to OECD Harmonised Templates (OHT). <strong>Endpoint summary</strong>: name of the document template used to report the summary information for the section endpoints <strong>Other IUCLID document</strong>: name of any other document template in IUCLID used to report information of the section <strong>OHT</strong>: number of the OECD Harmonised Template used in the section <strong>Additional context</strong>: This section provides instructions for dossier preparation to meet the new data requirements and where the the Cf. (cross reference) is specified in a TOC section the the IUCLID path for the fields which should be completed. Note: In cases where an IUCLID document is not included in the updated table of contents this will be found in a specific section 'Previously used documents now obsolete, kept until April 2024' which can be found at the end of the dataset.
description: EU, en, xlsx, data.collection@efsa.europa.eu
DOI: 10.15468/dl.xhtgwv
title: Occurrence Download

description: A dataset containing 51763 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eleocharis acicularis (L.) Roem. & Schult.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 51763 records from 756 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089884-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/h44-lg7-vep
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vvl-4fr-wyt
title: Nummulitidae Blainville, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4lf-7ns-7e7
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mt7-cln-q0s
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.