cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/hb9-4a6-5rp
title: Brachythecium melanangium Müll. Hal.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/ptm-kms-t1d
title: Eremopyrum orientale (L.) Jaub. & Spach

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/qzq-ea2-wgm
title: Pseudopimpinella anthriscoides (Boiss.) F. Ghahrem., Khajepiri & Mozaff.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.5517/ccn8c3c
title: CCDC 603852: Experimental Crystal Structure Determination

description: Related Article: M.Koketsu, H.Kiyokuni, T.Sakai, D.R.Garud, H.Ando, H.Ishihara|2006|Heterocycles|68|1607|doi:10.3987/COM-06-10766
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/ccnxdnl
title: CCDC 623120: Experimental Crystal Structure Determination

description: Related Article: W.Petz, S.Heimann, F.Oxler, B.Neumuller|2007|Z.Anorg.Allg.Chem.|633|365|doi:10.1002/zaac.200600311
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: 10.3535/9az-r7e-lbz
title: Trichosteleum pseudoinstratum Broth.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/k3f-80b-mpb
title: Sommerfeltia spinulosa (Spreng.) Less.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/ksq-e7e-8f1
title: Festuca gigas f. subarundinacea Holmb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.y1zee7
title: Occurrence Download

description: A dataset containing 361429888 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EOD – eBird Observation Dataset"
 ]
}

 The dataset includes 361429888 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019820-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zi4vmu
title: Occurrence Download

description: A dataset containing 862 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-10 35,5 35,5 44,-10 44,-10 35))",
 "HasCoordinate is true",
 "TaxonKey is Viola riviniana Rchb.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 862 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014067-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mb1apw
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071734-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ceptz2
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008144-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c8nvj7
title: Occurrence Download

description: A dataset containing 38658489 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 38658489 records from 1914 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149852-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6qk3sr
title: Occurrence Download

description: A dataset containing 804 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-103.46632 20.58893,-103.18901 20.58893,-103.18901 20.76914,-103.46632 20.76914,-103.46632 20.58893))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sciuridae"
 ]
}

 The dataset includes 804 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000896-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.24847
title: 政务公开信息数据集
title: 政务公开信息数据集

description: 为构建政务大语言模型和领域知识库,本文从各官方信息发布网站中收集并整理了一个包含文档和问答对数据的综合性政务公开信息数据集.数据集中的大部分数据源自各政府门户网站及多个政务信息公开平台,部分问答对数据由 ChatGPT 3.5生成,并经人工筛选精炼得到.政务公开信息数据集包含 1900 篇公开政务相关文档和 10503 条问答对.
description: 为构建政务大语言模型和领域知识库,本文从各官方信息发布网站中收集并整理了一个包含文档和问答对数据的综合性政务公开信息数据集.数据集中的大部分数据源自各政府门户网站及多个政务信息公开平台,部分问答对数据由 ChatGPT 3.5生成,并经人工筛选精炼得到.政务公开信息数据集包含 1900 篇公开政务相关文档和 10503 条问答对.
DOI: 10.57760/sciencedb.j00152.00039
title: Microscopic images and molecular sequences of the new record genus Amazoninema from China
title: 中国新记录属亚马逊藻属的显微图片和分子序列

description: Two thin filamentous cyanobacteria strains were successfully isolated from the soil crust in Harbin city, China. These strains are morphologically similar to species of the genus Amazoninema. Based on the similarity of the 16S rRNA gene sequences, the strains showed 100% similarity to the genus Amazoninema. Microscopic images and molecular sequences of this genus have been submitted this time.
description: Two thin filamentous cyanobacteria strains were successfully isolated from the soil crust in Harbin city, China. These strains are morphologically similar to species of the genus Amazoninema. Based on the similarity of the 16S rRNA gene sequences, the strains showed 100% similarity to the genus Amazoninema. Microscopic images and molecular sequences of this genus have been submitted this time.
DOI: 10.57760/sciencedb.24892
title: SiM-SHDR: single-layer metasurface for snapshot high dynamic range imaging
title: SiM-SHDR：用于快照式高动态范围成像的单层超表面

description: Imaging systems based on metasurfaces have advantages in terms of integration and flexibility. Here, we present a single-layer metasurface for snapshot high dynamic range (HDR) Imaging scheme (SiMSHDR). The metasurface can integrate functions of multiple components found in traditional HDR imaging systems. Benefiting from the polarization-independent full-space amplitude and phase control mechanism, the single-layer metasurface is capable of capturing multiple high-fidelity images with different levels of intensity in a single shot. After fusing the images, the dynamic range of the pictures can be effectively extended. Using dual-channel image capture configuration with an intensity ratio of 10:1, the dynamic range can theoretically be enhanced by up to 20 dB. Experimental results in our demonstrated imaging system show the dynamic range improvement can reach 17.5 dB and even more. This metasurface design maintains a similar weight and volume to traditional single-image acquisition systems, making it ideal for lightweight, ultra-compact and real-time HDR imaging in applications like surveillance, industrial manufacturing, and driving.
description: Imaging systems based on metasurfaces have advantages in terms of integration and flexibility. Here, we present a single-layer metasurface for snapshot high dynamic range (HDR) Imaging scheme (SiMSHDR). The metasurface can integrate functions of multiple components found in traditional HDR imaging systems. Benefiting from the polarization-independent full-space amplitude and phase control mechanism, the single-layer metasurface is capable of capturing multiple high-fidelity images with different levels of intensity in a single shot. After fusing the images, the dynamic range of the pictures can be effectively extended. Using dual-channel image capture configuration with an intensity ratio of 10:1, the dynamic range can theoretically be enhanced by up to 20 dB. Experimental results in our demonstrated imaging system show the dynamic range improvement can reach 17.5 dB and even more. This metasurface design maintains a similar weight and volume to traditional single-image acquisition systems, making it ideal for lightweight, ultra-compact and real-time HDR imaging in applications like surveillance, industrial manufacturing, and driving.
DOI: 10.25919/s8dp-4738
title: Image Collection - RV Investigator Voyage IN2024_V04 - East Australian Current canyons survey

description: This data set contains the imagery collected on the Marine National Facility (MNF) RV Investigator voyage IN2024_V04, titled ‘East Australian Current canyons survey’. The voyage took place between 07/06/2024 and 03/07/2024 (AEST), departing from Sydney and ending in Brisbane, collecting imagery of benthic habitats together with oceanographic data targeting two canyons – Solitary and Richmond canyon – and the adjacent slope.

Instrument(s) used to collect this data:
MNF Deep Towed camera (DTC)

Datasets include: 
Video (oblique forward view)
Stereo stills (oblique forward view)
Navigational data
DOI: 10.57760/sciencedb.24889
title: Supplementary Materials for Association between Free Triiodothyronine and Diabetic Peripheral Neuropathy in Euthyroid Patients with Type 2 Diabetes
title: Supplementary Materials for Association between Free Triiodothyronine and Diabetic Peripheral Neuropathy in Euthyroid Patients with Type 2 Diabetes

description: A total of 1,422 eligible euthyroid patients with T2DM who underwent electromyography during hospitalization at Zhongshan Hospital, Fudan University, were enrolled from January 2016 to December 2020.These patients were divided into DPN group and non DPN group, and underwent electromyographic examinations, including nerve conduction velocity (NCV), terminal motor and sensor latency (DML and DSL), sensory nerve action potential (SNAP) amplitude, and compound muscle action potential (CMAP) amplitude(Table S2-4). In DPN group and non DPN group, the nerve conduction parameters were regressed with FT3, and age, sex, smoking, drinking, glycosylated hemoglobin, duration of type 2 diabetes, body mass index, systolic blood pressure, serum sodium, potassium, calcium, cholesterol, triglycerides, low-density lipoprotein, high-density lipoprotein, insulin resistance index were gradually corrected (Table S5). The double sample Mendelian randomized analysis method was used to provide evidence for the causal relationship between serum free triiodothyronine level and diabetes peripheral neuropathy through genome-wide association research and the public data of the Thyroidomics Consortium (FT3) and the UK Biobank (ICD10: G63.2) (TableS1, TableS6, Figure S1). 
description: A total of 1,422 eligible euthyroid patients with T2DM who underwent electromyography during hospitalization at Zhongshan Hospital, Fudan University, were enrolled from January 2016 to December 2020.These patients were divided into DPN group and non DPN group, and underwent electromyographic examinations, including nerve conduction velocity (NCV), terminal motor and sensor latency (DML and DSL), sensory nerve action potential (SNAP) amplitude, and compound muscle action potential (CMAP) amplitude(Table S2-4). In DPN group and non DPN group, the nerve conduction parameters were regressed with FT3, and age, sex, smoking, drinking, glycosylated hemoglobin, duration of type 2 diabetes, body mass index, systolic blood pressure, serum sodium, potassium, calcium, cholesterol, triglycerides, low-density lipoprotein, high-density lipoprotein, insulin resistance index were gradually corrected (Table S5). The double sample Mendelian randomized analysis method was used to provide evidence for the causal relationship between serum free triiodothyronine level and diabetes peripheral neuropathy through genome-wide association research and the public data of the Thyroidomics Consortium (FT3) and the UK Biobank (ICD10: G63.2) (TableS1, TableS6, Figure S1).
DOI: 10.25919/z0f9-mq72
title: Image Collection - RV Investigator Voyage IN2024_V04 - East Australian Current canyons survey

description: This data set contains the imagery collected on the Marine National Facility (MNF) RV Investigator voyage IN2024_V04, titled ‘East Australian Current canyons survey’. The voyage took place between 07/06/2024 and 03/07/2024 (AEST), departing from Sydney and ending in Brisbane, collecting imagery of benthic habitats together with oceanographic data targeting two canyons – Solitary and Richmond canyon – and the adjacent slope.

Instrument(s) used to collect this data:
MNF Deep Towed camera (DTC)

Datasets include: 
Video (oblique forward view)
Stereo stills (oblique forward view)
Navigational data
DOI: 10.25400/lincolnuninz.28916765
title: Metabolomic profiles of kawakawa (<i>Macropiper excelsum</i>) leaves following Lepidopteran herbivory using Rapid Evaporative Ionisation Mass Spectrometry (REIMS)

description: This dataset contains metabolomic fingerprint data from kawakawa (<i>Macropiper excelsum</i>) leaves subjected to herbivory by three native Aotearoa New Zealand Lepidopteran species: <i>Cleora scriptaria</i>, <i>Epalxiphora axenana</i>, and <i>Ctenopseustis obliquana</i>. Rapid Evaporative Ionisation Mass Spectrometry (REIMS) was used to generate chemical profiles of leaves across four treatment conditions: caterpillar eaten, caterpillar present but not eaten, artifically hole-punched, and untreated control.Our study reveals the herbivory-driven metabolomic alterations in <i>Macropiper excelsum</i> leaves, highlighting species-specific responses and integrating mātauranga (Indigenous knowledge) with conventional science to study plant-insect interactions. Multivariate analysis was conducted to explore differences in leaf chemistry across species and treatement.<b>Files included:</b>REIMS_kawakawa_cleaned_data for multivariate analysis.xlsx – Cleaned REIMS feature matrix and burnhole averages used for multivariate analysisREIMS_kawakawa_variable_Stats.xlsx – Descriptive statistics and corrected p-values for pairwise group comparisonsREIMS_kawakawa_tentative_IDs_unconfirmed.xlsx – Tentative compound identifications from negative ion mode REIMS (Level 1 only, unconfirmed by MS/MS)<b>Note:</b> This dataset is under permanent embargo to protect mātauranga Māori and the status of kawakawa as a taonga species. Researchers may request access, and requests will be reviewed in line with tikanga and data sovereignty principles.
DOI: 10.25400/lincolnuninz.28916765.v1
title: Metabolomic profiles of kawakawa (<i>Macropiper excelsum</i>) leaves following Lepidopteran herbivory using Rapid Evaporative Ionisation Mass Spectrometry (REIMS)

description: This dataset contains metabolomic fingerprint data from kawakawa (<i>Macropiper excelsum</i>) leaves subjected to herbivory by three native Aotearoa New Zealand Lepidopteran species: <i>Cleora scriptaria</i>, <i>Epalxiphora axenana</i>, and <i>Ctenopseustis obliquana</i>. Rapid Evaporative Ionisation Mass Spectrometry (REIMS) was used to generate chemical profiles of leaves across four treatment conditions: caterpillar eaten, caterpillar present but not eaten, artifically hole-punched, and untreated control.Our study reveals the herbivory-driven metabolomic alterations in <i>Macropiper excelsum</i> leaves, highlighting species-specific responses and integrating mātauranga (Indigenous knowledge) with conventional science to study plant-insect interactions. Multivariate analysis was conducted to explore differences in leaf chemistry across species and treatement.<b>Files included:</b>REIMS_kawakawa_cleaned_data for multivariate analysis.xlsx – Cleaned REIMS feature matrix and burnhole averages used for multivariate analysisREIMS_kawakawa_variable_Stats.xlsx – Descriptive statistics and corrected p-values for pairwise group comparisonsREIMS_kawakawa_tentative_IDs_unconfirmed.xlsx – Tentative compound identifications from negative ion mode REIMS (Level 1 only, unconfirmed by MS/MS)<b>Note:</b> This dataset is under permanent embargo to protect mātauranga Māori and the status of kawakawa as a taonga species. Researchers may request access, and requests will be reviewed in line with tikanga and data sovereignty principles.
DOI: 10.25919/25w5-qw79
title: Image Collection - RV Investigator Voyage IN2024_V04 - East Australian Current canyons survey

description: This data set contains the imagery collected on the Marine National Facility (MNF) RV Investigator voyage IN2024_V04, titled ‘East Australian Current canyons survey’. The voyage took place between 07/06/2024 and 03/07/2024 (AEST), departing from Sydney and ending in Brisbane, collecting imagery of benthic habitats together with oceanographic data targeting two canyons – Solitary and Richmond canyon – and the adjacent slope.

Instrument(s) used to collect this data:
MNF Deep Towed camera (DTC)

Datasets include: 
Video (oblique forward view)
Stereo stills (oblique forward view)
Navigational data
DOI: 10.15468/dl.cga9gt
title: Occurrence Download

description: A dataset containing 21998 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Desmodus rotundus (E.Geoffroy, 1810)"
 ]
}

 The dataset includes 21998 records from 390 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000898-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rrersd
title: Occurrence Download

description: A dataset containing 306 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Capparidastrum pachaca (Kunth) Hutch."
 ]
}

 The dataset includes 306 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000899-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fpdm9s
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.8088 5.6537,-75.80987 5.65526,-75.81376 5.64523,-75.82573 5.64045,-75.82531 5.63727,-75.82762 5.63433,-75.82638 5.62753,-75.82947 5.62201,-75.83267 5.62616,-75.85616 5.63245,-75.85878 5.6351,-75.86602 5.63523,-75.87203 5.63727,-75.87972 5.63248,-75.87763 5.63006,-75.879 5.62909,-75.87877 5.62612,-75.88118 5.62441,-75.87885 5.62239,-75.87887 5.61871,-75.88145 5.60952,-75.87992 5.60717,-75.87907 5.59845,-75.88238 5.59512,-75.88248 5.58994,-75.88004 5.58525,-75.87704 5.58399,-75.87348 5.57574,-75.87373 5.56401,-75.87142 5.5573,-75.87301 5.55312,-75.87063 5.54376,-75.87348 5.53378,-75.87154 5.53099,-75.8766 5.52788,-75.87871 5.52916,-75.88354 5.52498,-75.88472 5.5189,-75.8826 5.51345,-75.88587 5.51019,-75.88357 5.50064,-75.88778 5.49866,-75.89047 5.49078,-75.8934 5.4896,-75.89618 5.48512,-75.90612 5.48114,-75.90518 5.47992,-75.89116 5.48351,-75.88357 5.4834,-75.87502 5.49038,-75.86802 5.49024,-75.86695 5.49766,-75.86227 5.50633,-75.85683 5.50282,-75.85233 5.49356,-75.83249 5.48884,-75.82571 5.49584,-75.817 5.5121,-75.80686 5.51439,-75.80504 5.52072,-75.79835 5.52501,-75.78568 5.53997,-75.7772 5.53985,-75.77149 5.53729,-75.76611 5.54271,-75.76476 5.54832,-75.75454 5.55211,-75.74477 5.55228,-75.73053 5.56338,-75.72994 5.56582,-75.73231 5.56778,-75.73252 5.57179,-75.73745 5.57522,-75.73716 5.57743,-75.74241 5.58947,-75.75255 5.59394,-75.76036 5.59365,-75.75882 5.60587,-75.75226 5.61315,-75.7507 5.62177,-75.75255 5.62483,-75.7517 5.62916,-75.75784 5.63904,-75.76535 5.64366,-75.76754 5.63937,-75.77669 5.6382,-75.78121 5.64813,-75.78853 5.65484,-75.8088 5.6537))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia",
 "Year 2018-2025"
 ]
}

 The dataset includes 68 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000900-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15428465
title: original data and code
DOI: 10.5281/zenodo.15428466
title: original data and code
DOI: 10.7910/dvn/fsyrja
title: AutoHood3D: Test ML Workflow

description: This is a small dataset created from 4k simulation solutions to test ML workflow. This dataset can be used to create training dataset of different batch sizes to test ML model scripts locally. Use the 03b_Create_Dataset.py script directly to create torch dataset shards.
DOI: 10.15468/dl.zdvefe
title: Occurrence Download

description: A dataset containing 974 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capsicum frutescens L.",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 974 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000901-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/lwqscm
title: Rewiring Regulatory Governance: Unlocking Transparency and Accountability Through Blockchain Integration

description: As blockchain technology matures, its potential to transform regulatory governance is rapidly gaining global traction. This study investigates how blockchain’s defining features—decentralization, immutability, and real-time auditability--can foster more transparent, accountable, and efficient governance systems. Analyzing data from 25 countries and leading companies, with a detailed case study on Ripple, we apply Structural Equation Modeling (SEM) and thematic analysis to assess blockchain’s regulatory impact. Our findings reveal that regulatory adaptiveness--the ability of legal frameworks to evolve alongside technological change--is a key enabler of successful blockchain adoption. This paper contributes empirical evidence and theoretical insights into the intersection of governance innovation and blockchain integration, positioning the technology as a catalyst for reimagining regulatory models in both public and private sectors. The results provide actionable guidance for policymakers, regulators, and scholars aiming to modernize oversight frameworks in an increasingly digital world.

Keywords: Blockchain, Regulatory Governance, Transparency, Accountability, Digital Transformation, Ripple, Structural Equation Modeling