cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.wkgwh2
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyalinobatrachium aureoguttatum (Barrera-Rodriguez & Ruiz-Carranza, 1989)"
 ]
}

 The dataset includes 178 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011902-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w32gym
title: Occurrence Download

description: A dataset containing 1002 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galemys pyrenaicus (É.Geoffroy Saint-Hilaire, 1811)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 1002 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011903-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.udz8u7
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Pakistan, Afghanistan, Saudi Arabia, Qatar, Oman, Iraq, United Arab Emirates, Jordan, Yemen, Syrian Arab Republic, Kuwait, Bahrain, Iran (Islamic Republic of))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Capra aegagrus Erxleben, 1777"
 ]
}

 The dataset includes 72 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011905-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7traue
title: Occurrence Download

description: A dataset containing 512 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Microtus cabrerae Thomas, 1906",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 512 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011906-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.as52c8
title: Occurrence Download

description: A dataset containing 7827 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Pterostichus vernalis (Panzer, 1796)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 7827 records from 178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011904-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j77jzq
title: Occurrence Download

description: A dataset containing 435498 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erigeron canadensis L."
 ]
}

 The dataset includes 435498 records from 2727 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011894-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gh96xe
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((105.625 -6.175872, 105.554329 -6.181433, 105.485393 -6.197981, 105.419887 -6.22511, 105.359419 -6.262151, 105.305477 -6.308197, 105.259388 -6.362114, 105.222288 -6.422577, 105.195091 -6.488101, 105.178471 -6.557072, 105.17284 -6.627794, 105.178343 -6.698526, 105.194849 -6.767526, 105.221955 -6.833094, 105.258997 -6.893614, 105.305066 -6.947593, 105.359028 -6.993701, 105.419554 -7.030799, 105.485151 -7.057972, 105.554202 -7.074549, 105.625 -7.08012, 105.695798 -7.074549, 105.764849 -7.057972, 105.830446 -7.030799, 105.890972 -6.993701, 105.944934 -6.947593, 105.991003 -6.893614, 106.028045 -6.833094, 106.055151 -6.767526, 106.071657 -6.698526, 106.07716 -6.627794, 106.071529 -6.557072, 106.054909 -6.488101, 106.027712 -6.422577, 105.990612 -6.362114, 105.944523 -6.308197, 105.890581 -6.262151, 105.830113 -6.22511, 105.764607 -6.197981, 105.695671 -6.181433, 105.625 -6.175872))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049432-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.j00100.00042
title: Spatial distribution of city-level product upgrading in China, 2003 and 2011
title: 2003年和2011年中国地级市企业产品升级频率空间分布数据集

description: This dataset covers two parts of information: (1) statistical information on the upgrading and product expansion of export enterprises in Chinese prefecture level cities in 2003 and 2011, which was compiled by the author based on the Chinese export customs database. (2) Arcgis base map with the above statistical information. 
description: This dataset covers two parts of information: (1) statistical information on the upgrading and product expansion of export enterprises in Chinese prefecture level cities in 2003 and 2011, which was compiled by the author based on the Chinese export customs database. (2) Arcgis base map with the above statistical information.
DOI: 10.57760/sciencedb.33156
title: Quantum Gas Sensing without Mid-Infrared Photons
title: Quantum Gas Sensing without Mid-Infrared Photons

description: The data consist of optical spectrum of optical parametric oscillation in lithium niobate microresonators
description: The data consist of optical spectrum of optical parametric oscillation in lithium niobate microresonators
DOI: 10.15468/dlglrp
title: Visherintroductie - Reintroduction of the fishes chub, dace, burbot, and brown trout in Flanders, Belgium

description: Visherintroductie - Reintroduction of the fishes chub, dace, burbot, and brown trout in Flanders, Belgium is a species occurrence dataset published by the Research Institute for Nature and Forest (INBO). The dataset contains over 3,300 fish occurrences sampled between 2008 and 2011 from 18 watercourses. The dataset includes 20 fish species. The data are collected to evaluate the success of the reintroduction of the fishes chub, dace, burbot and brown trout in Flanders. The captured numbers were compared with the expected numbers, which were determined in previous studies based on habitat suitability models. The dataset also includes the length and mass of the caught fishes. Issues with the dataset can be reported at https://github.com/LifeWatchINBO/data-publication/tree/master/datasets/visherintroductie-occurrencesTo allow anyone to use this dataset, we have released the data to the public domain under a Creative Commons Zero waiver (http://creativecommons.org/publicdomain/zero/1.0/). We would appreciate it however if you read and follow these norms for data use (http://www.inbo.be/en/norms-for-data-use) and provide a link to the original dataset (https://doi.org/10.15468/dlglrp) whenever possible. If you use these data for a scientific paper, please cite the dataset following the applicable citation norms and/or consider us for co-authorship. We are always interested to know how you have used or visualized the data, or to provide more information, so please contact us via the contact information provided in the metadata, opendata@inbo.be or https://twitter.com/LifeWatchINBO.
DOI: 10.15468/dl.6yfghz
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Danio kyathit"
 ]
}

 The dataset includes 57 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049433-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.28850
title: Portable EEG Neurofeedback for ADHD — Study-Level Dataset & RCT Meta-analysis Outputs
title: Portable EEG Neurofeedback for ADHD — Study-Level Dataset & RCT Meta-analysis Outputs

description: This deposit contains one study-level dataset and two R scripts for a meta-analysis of portable/wearable EEG-based neurofeedback (NFT) in ADHD.•Dataset (Data_ADHD_Neurofeedback_EEG_Meta_Analysis.csv): pre- and post-intervention means, standard deviations, and sample sizes organized by study × arm (NFT or control) × symptom domain (total, inattention, hyperactivity/impulsivity). Scale units follow the source studies; no individual-level data are included.•R scripts (Meta_BetweenGroup_ADHD_Neurofeedback_EEG_Meta_Analysis.R, Meta_WithinGroup_ADHD_Neurofeedback_EEG_Meta_Analysis.R): code to compute effect sizes, run between-group (NFT vs control) and within-group (pre–post) analyses, check heterogeneity, and produce standard meta-analysis plots (e.g., forest/funnel).
description: This deposit contains one study-level dataset and two R scripts for a meta-analysis of portable/wearable EEG-based neurofeedback (NFT) in ADHD.•Dataset (Data_ADHD_Neurofeedback_EEG_Meta_Analysis.csv): pre- and post-intervention means, standard deviations, and sample sizes organized by study × arm (NFT or control) × symptom domain (total, inattention, hyperactivity/impulsivity). Scale units follow the source studies; no individual-level data are included.•R scripts (Meta_BetweenGroup_ADHD_Neurofeedback_EEG_Meta_Analysis.R, Meta_WithinGroup_ADHD_Neurofeedback_EEG_Meta_Analysis.R): code to compute effect sizes, run between-group (NFT vs control) and within-group (pre–post) analyses, check heterogeneity, and produce standard meta-analysis plots (e.g., forest/funnel).
DOI: 10.57760/sciencedb.33164
title: Three-Stage Questionnaire for Blockchain Traceability Users in Corporate Procurement Departments Across Industries
title: Three-Stage Questionnaire for Blockchain Traceability Users in Corporate Procurement Departments Across Industries

description: This study recruited full-time procurement department employees with experience in blockchain usage via the Credamo online platform. To ensure data reliability, respondents were screened from users who had completed surveys more than ten times historically. Additionally, post-collection validation of data quality was performed by examining both completion duration and responses to qualitative questions. The qualitative questions included: "Please specify your industry sector, product category, departmental affiliation, and job role. What products, supplies, or raw materials does your organization mainly procure through deposit arrangements? What types of information does your organization place in deposit?" Participants were explicitly informed about the research content, objectives, and procedures. The researchers guaranteed all participants that their responses would remain confidential and anonymous. To mitigate the risk of common method variance (Podsakoff et al., 2003), data collection was implemented across three distinct waves, with each wave separated by a three-week interval.
description: This study recruited full-time procurement department employees with experience in blockchain usage via the Credamo online platform. To ensure data reliability, respondents were screened from users who had completed surveys more than ten times historically. Additionally, post-collection validation of data quality was performed by examining both completion duration and responses to qualitative questions. The qualitative questions included: "Please specify your industry sector, product category, departmental affiliation, and job role. What products, supplies, or raw materials does your organization mainly procure through deposit arrangements? What types of information does your organization place in deposit?" Participants were explicitly informed about the research content, objectives, and procedures. The researchers guaranteed all participants that their responses would remain confidential and anonymous. To mitigate the risk of common method variance (Podsakoff et al., 2003), data collection was implemented across three distinct waves, with each wave separated by a three-week interval.
DOI: 10.57760/sciencedb.33155
title: Digital Twin Campus System Driven by Multi-modal AIoT
title: Digital Twin Campus System Driven by Multi-modal AIoT

description: To address issues such as reliance on manual experience, static planning, data latency, inefficient decision-making, and the inability to support multimodal decision-making in traditional resource allocation models, this paper develops digital twin technology and artificial intelligence models. Using a university in Nanning as a research prototype, a three-dimensional model was constructed to create a dynamic virtual mirror of the physical entity. By integrating real-time data from the Internet of Things (IoT) and sensors, the system enables full lifecycle simulation, intelligent prediction, and parameter optimization, significantly enhancing the intuitiveness of decision-making and the efficiency of management in smart campuses. 
description: To address issues such as reliance on manual experience, static planning, data latency, inefficient decision-making, and the inability to support multimodal decision-making in traditional resource allocation models, this paper develops digital twin technology and artificial intelligence models. Using a university in Nanning as a research prototype, a three-dimensional model was constructed to create a dynamic virtual mirror of the physical entity. By integrating real-time data from the Internet of Things (IoT) and sensors, the system enables full lifecycle simulation, intelligent prediction, and parameter optimization, significantly enhancing the intuitiveness of decision-making and the efficiency of management in smart campuses.
DOI: 10.57760/sciencedb.32876
title: HPRC samples R10.4.1 bam files (6)
title: HPRC samples R10.4.1 bam files (6)

description: Raw basecalled BAM files were downloaded from human pangenome reference consortium https://s3-us-west-2.amazonaws.com/human-pangenomics/index.html?prefix=working/.BAM files were re-aligned to the GRCh38 reference genome (GenBank assembly ID GCA_000001405.15) using Dorado v0.7.2 with command "dorado aligner -t 80 --mm2-preset "-x map-ont" ${reference.fa} ${input.bam} --output-dir ${outdir}/${output}", followed by catting, sorting , and indexing with Samtools.
description: Raw basecalled BAM files were downloaded from human pangenome reference consortium https://s3-us-west-2.amazonaws.com/human-pangenomics/index.html?prefix=working/.BAM files were re-aligned to the GRCh38 reference genome (GenBank assembly ID GCA_000001405.15) using Dorado v0.7.2 with command "dorado aligner -t 80 --mm2-preset "-x map-ont" ${reference.fa} ${input.bam} --output-dir ${outdir}/${output}", followed by catting, sorting , and indexing with Samtools.
DOI: 10.57760/sciencedb.32398
title: Raw sequencing data of liverwort mitochondrial genomes
title: Raw sequencing data of liverwort mitochondrial genomes

description: Liverworts, with approximately 7,300 species worldwide, exhibit remarkable morphological diversity, in terms of growth form, ontogeny and architecture. Their mitochondrial genome exhibits lower average substitution rates compared to their nuclear and plastid genomes, and shows less structural variation, suggesting its suitability for inferring relationships at higher taxonomic levels. In this study, we substantially expanded mitochondrial sampling in liverworts by adding complete mitochondrial gene sets from 97 species across 25 families, thereby increasing family-level coverage to 71%. Among these, we newly assembled 23 complete mitochondrial genomes. README.txt contains the correspondence between file names and species.
description: Liverworts, with approximately 7,300 species worldwide, exhibit remarkable morphological diversity, in terms of growth form, ontogeny and architecture. Their mitochondrial genome exhibits lower average substitution rates compared to their nuclear and plastid genomes, and shows less structural variation, suggesting its suitability for inferring relationships at higher taxonomic levels. In this study, we substantially expanded mitochondrial sampling in liverworts by adding complete mitochondrial gene sets from 97 species across 25 families, thereby increasing family-level coverage to 71%. Among these, we newly assembled 23 complete mitochondrial genomes. README.txt contains the correspondence between file names and species.
DOI: 10.57760/sciencedb.32970
title: Spatial distribution and characteristic dataset of large-scale data centers in China
title: Spatial distribution and characteristic dataset of large-scale data centers in China

description: This dataset provides high-resolution spatial distribution information of large-scale data centers in China, integrating POI records, Sentinel-2 imagery, and environmental attributes. It includes verified sample locations, probability maps generated by a Random Forest classifier, city-level climate and elevation data, and representative Google Earth images. The dataset supports energy modeling, spatial analysis, renewable energy planning, and remote sensing or machine-learning applications.
description: This dataset provides high-resolution spatial distribution information of large-scale data centers in China, integrating POI records, Sentinel-2 imagery, and environmental attributes. It includes verified sample locations, probability maps generated by a Random Forest classifier, city-level climate and elevation data, and representative Google Earth images. The dataset supports energy modeling, spatial analysis, renewable energy planning, and remote sensing or machine-learning applications.
DOI: 10.17026/ar/h1iite
title: PAN-00130784 - arched bow brooch variant A1

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00130784&lt;/p&gt;
description: Modified: 2025-06-03T12:13:08+02:00
DOI: 10.5281/zenodo.17228009
title: Revisão Sistemática sobre a aplicação de Machine Learning e Processamento de Linguagem Natural em Textos Jurídicos

description: Este repositório contém os arquivos utilizados na Revisão Sistemática sobre a aplicação de Machine Learning e Processamento de Linguagem Natural em Textos  Jurídicos, desenvolvida no âmbito do Universidade Federal do Tocantis.

O material inclui:





35 arquivos JSON contendo os registros extraídos e processados;




1 notebook Jupyter (.ipynb) com os scripts de análise;




1 arquivo .txt com o prompt utilizado para a extração de dados pela LLM.



Estes dados podem ser reutilizados em pesquisas futuras relacionadas ao tema, respeitando a licença indicada.
DOI: 10.5281/zenodo.17245710
title: Revisão Sistemática sobre a aplicação de Machine Learning e Processamento de Linguagem Natural em Textos Jurídicos

description: Este repositório contém os arquivos utilizados na Revisão Sistemática sobre a aplicação de Machine Learning e Processamento de Linguagem Natural em Textos  Jurídicos, desenvolvida no âmbito do Universidade Federal do Tocantis.

O material inclui:





35 arquivos JSON contendo os registros extraídos e processados;




1 notebook Jupyter (.ipynb) com os scripts de análise;




1 arquivo .txt com o prompt utilizado para a extração de dados pela LLM.



Estes dados podem ser reutilizados em pesquisas futuras relacionadas ao tema, respeitando a licença indicada.
DOI: 10.48597/9vfz-zsbk
title: Heavy metals at Starina

description: Measurement of Heavy metals at Starina
DOI: 10.48597/du6h-u9b6
title: Heavy metals at Starina

description: Measurement of Heavy metals at Starina
DOI: 10.48597/e5mv-c7ez
title: Heavy metals at Starina

description: Measurement of Heavy metals at Starina
DOI: 10.48597/gn29-hxaf
title: Heavy metals at Starina

description: Measurement of Heavy metals at Starina
DOI: 10.48597/6e6p-n6p2
title: Measurement of Ozone at Barrow

description: Measurement of Ozone at Barrow
DOI: 10.48597/mm8c-kv6q
title: Heavy metals at Starina

description: Measurement of Heavy metals at Starina
DOI: 10.48597/6825-3nkf
title: Ozone at Barrow

description: Measurement of Ozone at Barrow
DOI: 10.48597/6z9h-prcu
title: Ozone at Barrow

description: Measurement of Ozone at Barrow
DOI: 10.48597/zfjy-ghwc
title: Measurement of Ozone at Barrow

description: Measurement of Ozone at Barrow
DOI: 10.48597/qajf-eu56
title: Precipitation_amount at Starina

description: Measurement of Precipitation_amount at Starina
DOI: 10.48597/u8qe-f6wx
title: Zinc at Starina

description: Measurement of Zinc at Starina
DOI: 10.48597/4hcv-8pbt
title: Heavy metals at Topolniky

description: Measurement of Heavy metals at Topolniky
DOI: 10.48597/vhvb-zwf2
title: Heavy metals at Topolniky

description: Measurement of Heavy metals at Topolniky
DOI: 10.15151/esrf-es-2310096266
title: Exotoxin A (ntPE-FL)

description: test of Exotoxin A (non toxic form, full lenght) crystals at Cryo and RT with CDH
DOI: 10.48597/c78v-aasb
title: Precipitation_amount at Topolniky

description: Measurement of Precipitation_amount at Topolniky
DOI: 10.48597/2a8f-8u83
title: Heavy metals at Topolniky

description: Measurement of Heavy metals at Topolniky
DOI: 10.48597/2bsu-s9q6
title: Heavy metals at Topolniky

description: Measurement of Heavy metals at Topolniky