cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17026/ar/qqjxut
title: Joure Oudehaske, Kabels Vreugdenhil (Gemeenten De Fryske Marren & Heerenveen, Fr.) Een Archeologisch Bureauonderzoek

description: In opdracht van Antea Group heeft De Steekproef B.V. een archeologisch bureauonderzoek uitgevoerd ten behoeve van de tracé-aanleg tussen onderstation Oudehaske, langs de weilanden parallel aan de Lange Ekers, door bedrijventerrein de Ekers, langs de Sewei en de oude trambaan ten noorden van Scharsterbrug naar de melkpoederfabriek Vreugdenhil te Scharsterbrug (Gemeente De Fryske Marren, provincie Fryslân; zie Figuur 1). De aanleiding voor het bureauonderzoek is het voornemen om een extra elektriciteitsaansluiting te realiseren voor Vreugdenhil. Hiervoor wordt de kabel grotendeels in open ontgravingen aangelegd, of daar waar objecten aanwezig zijn wordt met gestuurde boringen gewerkt. 
Het plangebied ligt in een oorspronkelijk pleistoceen dekzandgebied en raakte omstreeks het late neolithicum bedekt met veen. Tijdens het paleolithicum tot en tot in het neolithicum was het plangebied een aantrekkelijke plek om te wonen. In en rondom het tracé is een aantal vuursteenvindplaatsen bekend. Vanaf de late middeleeuwen begint de veenontginning waarmee de bewoning weer terugkeert in het plangebied. Vanuit de ontginningsassen werd het achterliggende veengebied in cultuur gebracht. Door de middeleeuwse veenontginningen is (een groot deel) van deze laag verdwenen en kunnen de oudere archeologische resten ook relatief dicht onder het maaiveld liggen. Hierdoor zijn deze ook kwetsbaar voor moderne bodemingrepen. In het plangebied is al een aantal bureauonderzoeken en booronderzoeken uitgevoerd die de archeologie in kaart hebben gebracht. Naar aanleiding van deze onderzoeken zijn ook al grote delen van het huidige plangebied vrijgegeven van verder archeologisch onderzoek. In het plangebied zijn in het verleden al veel kabels en leidingen aangelegd die voor veel verstoring in de bodem hebben gezorgd.
DOI: 10.17632/5h5rdkhyyz
title: Anexo 2 - Creación del Modelo Hidráulico de la Red de Distribución utilizando QGIS y el complemento QWater para desarrollo en Epanet.

description: Este anexo describe los pasos llevar a cabo el análisis y simulación de la red de distribución (modelo hidráulico) partiendo del catastro de redes en formato CAD (DWG/DXF), el cual es integrado en QGIS mediante el complemento QWater para ser posteriormente exportado al software Epanet.
DOI: 10.17632/5h5rdkhyyz.2
title: Anexo 2 - Creación del Modelo Hidráulico de la Red de Distribución utilizando QGIS y el complemento QWater para desarrollo en Epanet.

description: Este anexo describe los pasos llevar a cabo el análisis y simulación de la red de distribución (modelo hidráulico) partiendo del catastro de redes en formato CAD (DWG/DXF), el cual es integrado en QGIS mediante el complemento QWater para ser posteriormente exportado al software Epanet.
DOI: 10.17632/8frmgskwct
title: Anexo 1 - Complementos redes de distribución

description: Complementos de visualización de la red de distribución de Cartago, Valle del Cauca. Incluye, válvulas, sectores y tanques
DOI: 10.17632/8frmgskwct.1
title: Anexo 1 - Complementos redes de distribución

description: Complementos de visualización de la red de distribución de Cartago, Valle del Cauca. Incluye, válvulas, sectores y tanques
DOI: 10.5281/zenodo.17099946
title: Accepted species list of Eurotiales, including a DNA sequence reference database, as curated by the International Commission of Penicillium and Aspergillus (ICPA)

description: Eurotiales is a diverse and speciose order and includes economically important genera like Aspergillus, Penicillium, Paecilomyces and Talaromyces. Historically, species identifications based on morphology are challenging. The publication of accepted species lists and the availability of representative DNA sequences for type strains have contributed greatly towards accurate species identification and facilitated the description of many new species. However, despite current advancements, a proportion of newly described species within these taxonomically challenging genera represent, in fact, existing species, which raises obvious concerns. 

This study thus aimed to further modernise the taxonomy of Eurotiales by addressing key challenges in species identification and classification. Our study objectives were threefold: to review species described after 2023, update the accepted species list, and release a curated DNA sequence dataset to facilitate future species identifications. We conclude that a move to a phylogenetic species concept is necessary but continue to support the inclusion of morphological descriptions and, where possible, associated secondary metabolite, exoenzyme, physiology and ecological data when introducing new species. 

Our list now contains 1393 species classified into four families and 26 genera, with Aspergillus (n=465), Penicillium (n=598) and Talaromyces (n=236) containing the most species. To aid sequence-based identifications and species descriptions under a phylogenetic species concept, we release a curated DNA reference sequence database containing 18837 DNA sequences (3867 ITS, 5277 BenA, 5110 CaM and 4583 RPB2) generated from 5325 strains. Sequences were selected to best cover the infraspecies variation under our current understanding of each species. The sequence database will be kept up to date as new information becomes available. This manuscript presents a major leap towards our goal to facilitate work with Eurotiales, while providing the taxonomic framework to support research excellence related to this important fungal group.

This dataset is curated and kept up to date by the International Commission of Penicillium and Aspergillus (ICPA). If you have questions or suggestions, please get in contact with ICPA members.
DOI: 10.5284/1105636
title: Digital Archive from an Archaeological Evaluation of the Square Enclosure at Aldham Mill Hill, Hadleigh, Suffolk, March 2019

description: This collection comprises images, a site plan, spreadsheets and a survey statement from the second phase of an archaeological evaluation of Land off Aldham Mill Hill, Hadleigh, Suffolk undertaken by Archaeology South-East in March 2019. The evaluation targeted the remains of a possible Early/Middle Iron Age square enclosure that had previously been identified in a trial-trench evaluation in April 2018. This second evaluation provided a better understanding of the form and dimensions of the enclosure ditch, as well as its stratigraphic relationship with a Late Roman ditch.
DOI: 10.15468/dl.qkzeku
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Egypt",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is November",
 "OccurrenceStatus is Present",
 "Year 2017-2025"
 ]
}

 The dataset includes 92 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053384-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17099657
title: Cheats can boost the success of an invading population data and code

description: Data and R code for 'Cheats can boost the success of an invading population'.

Information about the files can be found in the README.txt file.
DOI: 10.15468/dl.6tyddu
title: Occurrence Download

description: A dataset containing 1075588 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carassius auratus, Carassius carassius, Ctenopharyngodon idella, Cyprinus carpio, Esox lucius)",
 "HasCoordinate is true",
 "DecimalLatitude is less than 90",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is less than 180",
 "DecimalLongitude is greater than -180"
 ]
}

 The dataset includes 1075588 records from 1169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053331-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/aq6tgr
title: Ter Apelkanaal, Naast Handelsweg 20 (Gemeente Westerwolde, Gr.) Een Archeologisch Bureauonderzoek & Inventariserend Veldonderzoek (IVO-O) Verkennende Fase

description: Tijdens het veldonderzoek zijn 25 grondboringen verricht en is het verwachtingsmodel zoals in hoofdstuk 2.5 getoetst. Op grond van de resultaten van het veldonderzoek blijkt dat de bodem in het plangebied bestaat uit verspoelde dekzandafzettingen met daarop een verploegde laag en een recente bouwvoor. In de zuidwestelijke punt van het plangebied (boringen 1 t/m 4) is de bodem tot minimaal 2 meter onder het maaiveld verstoord. Er zijn geen behoudenswaardige archeologische indicatoren aangetroffen.
DOI: 10.17632/8jvc2ydg4j
title: Tokenized Results of Comments on Bus Travel from Chinese Social Media Platforms

description: The data comes from Chinese social media platforms — MicroBlog, Redbook, and TikTok — and reflects public evaluations of various aspects of bus travel. The dataset used here is the result of preprocessing the raw data, which involved two main steps:
（1）Filtering Invalid Posts：To ensure data quality, invalid posts were removed.
Systematic Text Cleaning and Transformation
（2）The text was cleaned and transformed to facilitate subsequent analysis： This process included removing elements that might interfere with topic detection, performing tokenization and lemmatization to convert words to their base forms, and eliminating stopwords, excessively long words, and low-frequency words.
After preprocessing, a total of 6,403 valid comments related to bus travel were extracted from the three platforms, covering the period from January 2023 to December 2024. 
Based on this dataset, seed word classification can be applied to assign each comment to a specific topic. After classification, TF-IDF can be performed on the dataset of a given topic to further extract the keywords from each comment, which can then serve as the foundation for topic modeling.
DOI: 10.5281/zenodo.17098307
title: Monthly HLS Time Series & Multi-Index LandTrendr Outputs for Eucalyptus Age Mapping

description: This dataset contains the core data supporting the manuscript"Eucalyptus Plantation Stand Age Inversion Using Monthly HLS Time Series and Multi-Index Integrated Improved LandTrendr Algorithm".All files are openly shared under a CC BY 4.0 license.

Contents:

1.  Fusion_202412.tif- Monthly fused HLS (Landsat–Sentinel) imagery for December 2024.- Provided as a Cloud-Optimized GeoTIFF with surface reflectance indices for further analysis.

2.  Study Area.zip- Boundary of the study area (Luzhai County, Guangxi, China).- Provided as a zipped shapefile/GeoPackage including projection information.

3.  samples_all.geojson- Training and reference samples for eucalyptus plantation classification and stand age inversion.- Includes both training points and validation points, stored as GeoJSON with geographic coordinates.

4.  Verification Point.zip- Independent validation points for disturbance detection and stand age mapping accuracy assessment.- Provided as a zipped shapefile package.

5.  classified_dec2024.tif- Classification result for December 2024, showing eucalyptus plantation distribution.- Raster map in GeoTIFF format.

6.  yod_fused.tif- Final fused Year of Disturbance (YOD) output generated from the improved LandTrendr algorithm.- Represents detected disturbance events and derived stand ages across the study area.

All rasters are provided in GeoTIFF format with defined spatial reference systems.Vector data are provided in GeoJSON or zipped shapefile formats.Together, these data allow full replication of the results, including training, classification, disturbance detection, and stand age inversion.
DOI: 10.17632/8jvc2ydg4j.1
title: Tokenized Results of Comments on Bus Travel from Chinese Social Media Platforms

description: The data comes from Chinese social media platforms — MicroBlog, Redbook, and TikTok — and reflects public evaluations of various aspects of bus travel. The dataset used here is the result of preprocessing the raw data, which involved two main steps:
（1）Filtering Invalid Posts：To ensure data quality, invalid posts were removed.
Systematic Text Cleaning and Transformation
（2）The text was cleaned and transformed to facilitate subsequent analysis： This process included removing elements that might interfere with topic detection, performing tokenization and lemmatization to convert words to their base forms, and eliminating stopwords, excessively long words, and low-frequency words.
After preprocessing, a total of 6,403 valid comments related to bus travel were extracted from the three platforms, covering the period from January 2023 to December 2024. 
Based on this dataset, seed word classification can be applied to assign each comment to a specific topic. After classification, TF-IDF can be performed on the dataset of a given topic to further extract the keywords from each comment, which can then serve as the foundation for topic modeling.
DOI: 10.17632/w766ybzbyn.1
title: Decreased Risk of Cardiovascular Disease in Dermatology Patients Taking Niacinamide: A TriNetX Cohort study

description: Supplemental Tables 1 and 2 For the Above Described Study
DOI: 10.5281/zenodo.14036033
title: A worldwide aerosol phenomenology: Elemental and organic carbon in PM2.5 and PM10.

description: Daily Elemental Carbon (EC), Organic Carbon (OC), and particlulate matter (PM) atmospheric mass concentrations (µg/m³) in standard temperature and pressure conditions.

EC/PM, OC/PM, and OC/EC are calculated from daily concentrations.
DOI: 10.5281/zenodo.14036032
title: A worldwide aerosol phenomenology: Elemental and organic carbon in PM2.5 and PM10.

description: Daily Elemental Carbon (EC), Organic Carbon (OC), and particlulate matter (PM) atmospheric mass concentrations (µg/m³) in standard temperature and pressure conditions.

EC/PM, OC/PM, and OC/EC are calculated from daily concentrations.
DOI: 10.17632/vffytcd7kj
title: Quantifying Energy Conversion Efficiency in Electrostatic Film Actuators through Modeling and Experiments

description: This dataset presents experimental results on the conversion and utilization of external input energy in electrostatic film actuator, including experimental data under different voltage amplitudes and data under varying payload conditions.
DOI: 10.17632/vffytcd7kj.2
title: Quantifying Energy Conversion Efficiency in Electrostatic Film Actuators through Modeling and Experiments

description: This dataset presents experimental results on the conversion and utilization of external input energy in electrostatic film actuator, including experimental data under different voltage amplitudes and data under varying payload conditions.
DOI: 10.5281/zenodo.17094264
title: Raspodela lena u Kruševačkom sandžaku 1516. godine

description: The dataset Raspodela lena u Kruševačkom sandžaku 1516. godine is a result of the project Reshaping Nobility: Formation of the New Christian Elite in Ottoman Serbia (15th–18th Century), conducted by the Institute of History, Belgrade, Faculty of Philosophy, University of Belgrade and Academy of Arts, University of Novi Sad, and funded by the Science Fund of the Republic of Serbia.
DOI: 10.5281/zenodo.17094265
title: Raspodela lena u Kruševačkom sandžaku 1516. godine

description: The dataset Raspodela lena u Kruševačkom sandžaku 1516. godine is a result of the project Reshaping Nobility: Formation of the New Christian Elite in Ottoman Serbia (15th–18th Century), conducted by the Institute of History, Belgrade, Faculty of Philosophy, University of Belgrade and Academy of Arts, University of Novi Sad, and funded by the Science Fund of the Republic of Serbia.
DOI: 10.15468/dl.uwjs56
title: Occurrence Download

description: A dataset containing 614860 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is French Polynesia",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Animalia, Plantae, Ascomycota, Basidiomycota, Zygomycota, Chytridiomycota)"
 ]
}

 The dataset includes 614860 records from 724 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053319-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-243335
title: Account book of Beatrice Lott, 1962-1963

description: [description english/roman)] Account book of Beatrice Lott, 1962-1963 in ruled notebook "The universal exercise book" with the subject "Bills".
DOI: 10.15468/dl.1hirox
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Pomadasys bayanus Jordan & Evermann, 1898"
 ]
}

 The dataset includes 14 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005360-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zy66qu
title: Occurrence Download

description: A dataset containing 210 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-113.5745 32.53873,-113.69293 32.98283,-114.89202 33.18268,-116.35757 33.88585,-116.39458 33.13827,-115.39534 31.78375,-116.02449 32.67196,-115.79503 32.67196,-115.00304 32.68676,-114.72178 32.66456,-113.81876 32.46471,-113.5745 32.53873))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lithobates berlandieri (Baird, 1859)"
 ]
}

 The dataset includes 210 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0148128-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-243363
title: Account book of Beatrice Lott, 1962-1963

description: [description english/roman)] Account book of Beatrice Lott, 1962-1963 in ruled notebook "The universal exercise book" with the subject "Bills".
DOI: 10.15468/dl.urb8mf
title: Occurrence Download

description: A dataset containing 2104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Androsace chaixii Gren. & Godr."
 ]
}

 The dataset includes 2104 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016743-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6wrn57
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agkistrodon bilineatus taylori Burger & Robertson, 1951"
 ]
}

 The dataset includes 28 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005360-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qv2yr
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Moricandia foleyi Batt."
 ]
}

 The dataset includes 34 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0148184-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-243438
title: Account book of Beatrice Lott, 1964-1966

description: [description english/roman)] Account book of Beatrice Lott, 1964-1966 (one entry references 1961) in ruled notebook "Kaypee compositions" with the name "Mother B. Lott, Tugbake Mission".
DOI: 10.15468/dl.k7398s
title: Occurrence Download

description: A dataset containing 16951 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Suillus bovinus (L.) Roussel"
 ]
}

 The dataset includes 16951 records from 233 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016751-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-243367
title: Account book of Beatrice Lott, 1962-1963

description: [description english/roman)] Account book of Beatrice Lott, 1962-1963 in ruled notebook "The universal exercise book" with the subject "Bills".
DOI: 10.15468/dl.t4cqa6
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((28.33813 -9.11206,28.14478 -9.34058,28.14478 -11.13354,28.32935 -12.2937,29.3313 -12.74194,30.13989 -12.2937,31.75708 -11.10718,31.62762 -10.0299,31.51099 -9.05933,30.59692 -8.3562,28.98853 -8.4353,28.33813 -9.11206))",
 "HasCoordinate is true",
 "TaxonKey is Serranochromis robustus (Günther, 1864)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082023-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nnwug5
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erucaria ollivieri Maire"
 ]
}

 The dataset includes 14 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0148136-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-243369
title: Account book of Beatrice Lott, 1962-1963

description: [description english/roman)] Account book of Beatrice Lott, 1962-1963 in ruled notebook "The universal exercise book" with the subject "Bills".
DOI: 10.15468/dl.8nnyuw
title: Occurrence Download

description: A dataset containing 56668312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 56668312 records from 4072 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016736-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.8307852
title: Real-world Optimization Benchmark from Vehicle Dynamics - Data and Code

description: Data and Code of five 2D single-objective optimization problems from vehicle dynamics design for benchmarking


Conference Paper at ECTA Real-world Optimization Benchmark from Vehicle Dynamics: Specification of Problems in 2D and Methodology for Transferring (Meta-)Optimized Algorithm Parameters
DOI: 10.5281/zenodo.8307853
title: Real-world Optimization Benchmark from Vehicle Dynamics - Data and Code

description: Data and Code of five 2D single-objective optimization problems from vehicle dynamics design for benchmarking


Conference Paper at ECTA Real-world Optimization Benchmark from Vehicle Dynamics: Specification of Problems in 2D and Methodology for Transferring (Meta-)Optimized Algorithm Parameters