cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14643552
title: Solid Oxide Fuel Cell & Battery Genset Demonstrator Dataset and Commissioning Report

description: This dataset comprises all performance measurement data recorded by the NAUTILUS Genset demonstrator, which was officially launched on 29 October 2024, at the German Aerospace Center (DLR) Institute of Engineering Thermodynamics facility in Stuttgart. The NAUTILUS Genset demonstrator features an innovative propulsion system based on a 60 kWe Solid Oxide Fuel Cell (SOFC) system provided by SolydEra, coupled with a 40 kWh Li-ion battery in a battery and controls container provided by MAN Energy Solutions, which includes the the energy management system (EMS) provided by RWTH Aachen University. The thus equipped demonstrator, with a total rated power of 80 kWe, tested various cruise ship load profiles and delivered a total of 62,6 MWh electrical energy to the grid at DLR Stuttgart between September and end of December of 2024.

The NAUTILUS Genset serves as a functional demonstrator for testing a future scaled-up onboard energy system, which will require 5 to 60 MW of power depending on vessel size and type. Coordinated by DLR’s Institute of Engineering Thermodynamics and funded by the European Union’s Horizon 2020 research and innovation program, NAUTILUS aims to create a power solution for long-haul passenger ships, designed to meet cruise ships' energy requirements for propulsion, manoeuvring, and hotel amenities.

This dataset contains the following files:



Measurement data timeseries:  A compressed file containing the measurement data timeseries for the entire duration of the campaign, including all performance measurements from the individual components, including SOFC system, battery and energy management system (EMS).



Index.xlsx: A chronological index file indicating the correspondence to tests performed in the time series and to the directory structure in each individual csv file.

Directory structure with csv files organized in the folder structure, each of them with zip compression.

Sample evaluation script (dem_analysis.py): A sample file for evaluation of the dataset, with the function of



indicating variable naming convention,

generating a single timeseries from all individual results files, in parquet compression,

generating an overview plot and all plots used for the commissioning report.



Units file (units.csv): A file containing the units of each of the variables in the timeseries.



Commissioning report: A document covering the initial phase of the genset operation until the conclusion of the emissions measurement.
DOI: 10.15468/dl.nzsr6u
title: Occurrence Download

description: A dataset containing 3901 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lysiloma divaricatum (Jacq.) J.F.Macbr."
 ]
}

 The dataset includes 3901 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000496-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5gzpy
title: Occurrence Download

description: A dataset containing 3397 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Galipea Aubl."
 ]
}

 The dataset includes 3397 records from 175 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000497-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfbc5q
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mesocyclops ogunnus Onabamiro, 1957"
 ]
}

 The dataset includes 92 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000498-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3rked9
title: Occurrence Download

description: A dataset containing 303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (ff418020-1d67-11d9-8435-b8a03c50a862, b554c320-0560-11d8-b851-b8a03c50a862, 4cadac10-3e7b-11d9-8439-b8a03c50a862, 3c6ad080-bdbe-11da-ac59-b8a03c50a862, 52c8f620-1816-11da-9544-b8a03c50a862, 493fe050-055d-11d8-b84f-b8a03c50a862, 8edbbde0-055e-11d8-b850-b8a03c50a862, c1da06f0-580e-11dc-8a9e-b8a03c50a862, ff90b050-c256-11db-b71b-b8a03c50a862)",
 "TaxonKey is Ambystoma altamirani Dugès, 1895",
 "Year 1960-2025"
 ]
}

 The dataset includes 303 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000499-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/3310065301-eng
title: Challenges faced when adopting or incorporating technologies, first quarter of 2023

description: Challenges faced when adopting or incorporating technologies, by North American Industry Classification System (NAICS), business employment size, type of business, business activity and majority ownership, first quarter of 2023.
DOI: 10.5281/zenodo.14872122
title: Raw data and R script: Evaluation of a coral restoration program in the Gulf of California: Similar characteristics between restored and natural coral colonies lead to the same reef fish composition

description: Raw data and R script to reproduce the statistical analyses and figures of the article: "Evaluation of a coral restoration program in the Gulf of California: Similar characteristics between restored and natural colonies lead to the same ree fish composition". The study is published in Bulletin of Marine Science.
DOI: 10.5281/zenodo.14872123
title: Raw data and R script: Evaluation of a coral restoration program in the Gulf of California: Similar characteristics between restored and natural coral colonies lead to the same reef fish composition

description: Raw data and R script to reproduce the statistical analyses and figures of the article: "Evaluation of a coral restoration program in the Gulf of California: Similar characteristics between restored and natural colonies lead to the same ree fish composition". The study is published in Bulletin of Marine Science.
DOI: 10.25318/3310065301-fra
title: Défis rencontrés lors de l’adoption ou de l’intégration de technologies, premier trimestre de 2023

description: Défis rencontrés lors de l’adoption ou de l’intégration de technologies, selon le Système de classification des industries de l’Amérique du Nord (SCIAN), l’effectif de l’entreprise, le type d’entreprise, l’activité de l'entreprise et le propriétaire majoritaire, premier trimestre de 2023.
DOI: 10.15468/dl.bpat7c
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Martinique",
 "TaxonKey is Wedelia fruticosa Jacq."
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000500-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13320348
title: Berking, 2007

description: Berking, S., 2007. Generation of bilateral symmetry in Anthozoa: a model. Journal of theoretical biology, 246(3), pp.477-490.
DOI: 10.5281/zenodo.13320349
title: Berking, 2007

description: Berking, S., 2007. Generation of bilateral symmetry in Anthozoa: a model. Journal of theoretical biology, 246(3), pp.477-490.
DOI: 10.5281/zenodo.14872635
title: AMPERE netdB Data (2009)

description: 2009 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5281/zenodo.14872636
title: AMPERE netdB Data (2009)

description: 2009 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5281/zenodo.14872639
title: AMPERE netdB Data (2010)

description: 2010 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5281/zenodo.14872640
title: AMPERE netdB Data (2010)

description: 2010 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.25318/3310065401-eng
title: Reasons business or organization does not plan to adopt technologies over the next 12 months, first quarter of 2023

description: Reasons business or organization does not plan to adopt technologies over the next 12 months, by North American Industry Classification System (NAICS), business employment size, type of business, business activity and majority ownership, first quarter of 2023.
DOI: 10.5281/zenodo.13320344
title: Von Konrat et al, 2008

description: Part II: Bryophyte Life History. In: Von Konrat, M. and Huhndorf, S.M., 2008. In celebration of Dr. John J. Engel: a tribute to 40 years in bryology. https://www.biodiversitylibrary.org/bibliography/169237
DOI: 10.5281/zenodo.13320345
title: Von Konrat et al, 2008

description: Part II: Bryophyte Life History. In: Von Konrat, M. and Huhndorf, S.M., 2008. In celebration of Dr. John J. Engel: a tribute to 40 years in bryology. https://www.biodiversitylibrary.org/bibliography/169237
DOI: 10.5281/zenodo.14872645
title: AMPERE netdB Data (2011)

description: 2011 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5281/zenodo.14872646
title: AMPERE netdB Data (2011)

description: 2011 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5517/ccdc.csd.cc2jsgsl
title: CCDC 2347220: Experimental Crystal Structure Determination

description: Related Article: Casper Džabbarov Barlse, René Slot Bitsch, Jonas Faghtmann, Cristina Domínguez Escobar, Maria Edith Casacchia, Anne Kristensen, Karl Anker Jrgensen|2024|J.Am.Chem.Soc.|146|34231|doi:10.1021/jacs.4c15353
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: 10.5281/zenodo.14872655
title: AMPERE netdB Data (2012)

description: 2012 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5281/zenodo.14872656
title: AMPERE netdB Data (2012)

description: 2012 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5517/ccdc.csd.cc2k7ldt
title: CCDC 2360786: Experimental Crystal Structure Determination

description: Related Article: Shivali Hans, Mohd Adham, Manas Khatua, Subhas Samanta|2024|J.Org.Chem.|89|18090|doi:10.1021/acs.joc.4c01906
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/ccdc.csd.cc2k7lfv
title: CCDC 2360787: Experimental Crystal Structure Determination

description: Related Article: Shivali Hans, Mohd Adham, Manas Khatua, Subhas Samanta|2024|J.Org.Chem.|89|18090|doi:10.1021/acs.joc.4c01906
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/ccdc.csd.cc2l66kl
title: CCDC 2389249: Experimental Crystal Structure Determination

description: Related Article: Morgan J. Kramer, Matthew B. Leonard, Jiaheng Ruan, Derek E. Lai, Peter Y. Zavalij, Efrain E. Rodriguez, Andrei N. Vedernikov|2025|Inorg.Chem.|64|1994|doi:10.1021/acs.inorgchem.4c04792
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: 10.15468/dl.twqxh4
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "OccurrenceStatus is Present",
 "TaxonKey is Bathynectes longispina Stimpson, 1871"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000501-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/3310065401-fra
title: Raisons pour lesquelles l’entreprise ou l’organisme ne prévoit pas adopter de technologies numériques au cours des 12 prochains mois, premier trimestre de 2023

description: Raisons pour lesquelles l’entreprise ou l’organisme ne prévoit pas adopter de technologies numériques au cours des 12 prochains mois, selon le Système de classification des industries de l’Amérique du Nord (SCIAN), l’effectif de l’entreprise, le type d’entreprise, l’activité de l'entreprise et le propriétaire majoritaire, premier trimestre de 2023.
DOI: 10.5281/zenodo.14872659
title: AMPERE netdB Data (2013)

description: 2013 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5281/zenodo.14872660
title: AMPERE netdB Data (2013)

description: 2013 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.6084/m9.figshare.27276381
title: Supplementary information of: <b>Tracing endangered toponyms: type localities of Cuban arachnids described by Pelegrín Franganillo Balboa</b>

description: Type localities—the places of origin of the name-bearing type specimens of species and subspecies—are crucial for taxonomic identification and for maintaining taxonomic and nomenclatural stability. However, historical descriptions often lack precise or identifiable locality data. Pelegrín Franganillo Balboa described nearly 200 Cuban arachnids (1926–1946), but most of his descriptions were not sufficiently detailed, and his collection lacks key identification data, complicating the location of type specimens. Additionally, many of Franganillo’s type locality toponyms are falling out of use, hindering their application in taxonomic resolution. Here, we revise these 36 type localities, georeference them, and provide additional information on their current statuses. We found that 16 of them are at risk of toponymic disappearance. Although 30 sites are precise enough to facilitate targeted specimen collection strategies, most of them occur in heavily disturbed non-protected areas, casting doubt on whether they still host populations of the focal taxa. Our study should assist in the biodiversity exploration of these type localities and highlights the urgent need for such collecting campaigns before it is too late. Given that the challenges associated with Franganillo's work are common across early taxonomic literature, creating reliable and permanent locality records can significantly promote taxonomic and nomenclatural stability.
DOI: 10.5281/zenodo.14872663
title: AMPERE netdB Data (2014)

description: 2014 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5281/zenodo.14872664
title: AMPERE netdB Data (2014)

description: 2014 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5281/zenodo.13320338
title: Webb 2019

description: Webb, P. 2019. Ocean Sediments. In: Introduction to Oceanography, P.Webb, 2019. LibreTexts (GeoSciences). 	https://geo.libretexts.org/Bookshelves/Oceanography/Book%3A_Introduction_to_Oceanography_(Webb)/12%3A_Ocean_Sediments
DOI: 10.5281/zenodo.13320339
title: Webb 2019

description: Webb, P. 2019. Ocean Sediments. In: Introduction to Oceanography, P.Webb, 2019. LibreTexts (GeoSciences). 	https://geo.libretexts.org/Bookshelves/Oceanography/Book%3A_Introduction_to_Oceanography_(Webb)/12%3A_Ocean_Sediments
DOI: 10.5281/zenodo.14872666
title: AMPERE netdB Data (2015)

description: 2015 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5281/zenodo.14872667
title: AMPERE netdB Data (2015)

description: 2015 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.15468/dl.ftage2
title: Occurrence Download

description: A dataset containing 2292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Truncatella angustata (Pers.) S.Hughes"
 ]
}

 The dataset includes 2292 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000502-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14872668
title: AMPERE netdB Data (2016)

description: 2016 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5281/zenodo.14872669
title: AMPERE netdB Data (2016)

description: 2016 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5281/zenodo.14872670
title: AMPERE netdB Data (2017)

description: 2017 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5281/zenodo.14872671
title: AMPERE netdB Data (2017)

description: 2017 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.25318/3310065501-eng
title: Liquidity and access to liquidity over the next three months, first quarter of 2023

description: Liquidity and access to liquidity over the next three months, by North American Industry Classification System (NAICS), business employment size, type of business, business activity and majority ownership, first quarter of 2023.
DOI: 10.5281/zenodo.14872672
title: AMPERE netdB Data (2018)

description: 2018 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5281/zenodo.14872673
title: AMPERE netdB Data (2018)

description: 2018 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5281/zenodo.14872676
title: AMPERE netdB Data (2019)

description: 2019 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5281/zenodo.14872677
title: AMPERE netdB Data (2019)

description: 2019 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.25318/3310065501-fra
title: Liquidités et accès aux liquidités au cours des trois prochains mois, premier trimestre de 2023

description: Liquidités et accès aux liquidités au cours des trois prochains mois, selon le Système de classification des industries de l’Amérique du Nord (SCIAN), l’effectif de l’entreprise, le type d’entreprise, l’activité de l'entreprise et le propriétaire majoritaire, premier trimestre de 2023.
DOI: 10.5281/zenodo.14872678
title: AMPERE netdB Data (2020)

description: 2020 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5281/zenodo.14872679
title: AMPERE netdB Data (2020)

description: 2020 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.15468/dl.eupc3q
title: Occurrence Download

description: A dataset containing 185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Piliocolobus tephrosceles (Elliot, 1907)"
 ]
}

 The dataset includes 185 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000504-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14872680
title: AMPERE netdB Data (2021)

description: 2021 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5281/zenodo.14872681
title: AMPERE netdB Data (2021)

description: 2021 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5281/zenodo.14872683
title: AMPERE netdB Data (2022)

description: 2022 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5281/zenodo.14872684
title: AMPERE netdB Data (2022)

description: 2022 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5281/zenodo.14872685
title: AMPERE netdB Data (2023)

description: 2023 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5281/zenodo.14872686
title: AMPERE netdB Data (2023)

description: 2023 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.25318/3310065601-eng
title: Business or organization plans to apply for debt financing, first quarter of 2023

description: Business or organization plans to apply for debt financing, by North American Industry Classification System (NAICS), business employment size, type of business, business activity and majority ownership, first quarter of 2023.
DOI: 10.5281/zenodo.13320312
title: Littlewood and Bray, 2000

description: Littlewood, D.T.J. and Bray, R.A. eds., 2000. Interrelationships of the Platyhelminthes. CRC Press. https://books.google.com/books?id=IURZDwAAQBAJ
DOI: 10.5281/zenodo.13320313
title: Littlewood and Bray, 2000

description: Littlewood, D.T.J. and Bray, R.A. eds., 2000. Interrelationships of the Platyhelminthes. CRC Press. https://books.google.com/books?id=IURZDwAAQBAJ
DOI: 10.5281/zenodo.14872689
title: AMPERE netdB Data (2024)

description: 2024 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5281/zenodo.14872690
title: AMPERE netdB Data (2024)

description: 2024 AMPERE netdB data. See included zenodo_netdB_description document for details.
DOI: 10.5281/zenodo.14720494
title: Automated, Unsupervised, and Auto-parameterized Inference of Data Patterns and Anomaly Detection

description: This repository contains the replication package for the paper "Automated, Unsupervised, and Auto-parameterized Inference of Data Patterns and Anomaly Detection".

"Discover-Data-Quality-With-RIOLU-Main" Folder structure: 

├── ablation_study      ├── 20_subsampling.py    ├── no_selection.py    ├── static_rEM_1.py    ├── static_rcov_95.py    ├── static_selection_threshold.py    └── readme.md├── ground_truth_anomaly_detection (Data ground truths)├── images                     ├── java_repo_exploration       ├── java_names    ├── java_naming_anomalies    └── readme.md├── sensitivity_analysis    ├── Auto_RIOLU_alt_inircov.py    ├── Auto_RIOLU_alt_nsubset.py    └── readme.md├── test_anomaly_detection    ├── chatgpt_sampled (Data sampled for ChatGPT & the extracted regexes)    ├── flights    ├── hosp_1k    ├── hosp_10k    ├── hosp_100k    ├── movies    └── readme.md├── test_data_profiling    ├── hetero    ├── homo.simple    ├── homo    ├── GPT_responses.csv (ChatGPT profiling responses & the extracted regexes)    └── readme.md├── Auto-RIOLU.py (Auto-RIOLU for anomaly detection)├── Guided-RIOLU.py (Guided-RIOLU for anomaly detection)├── pattern_generator.py├── pattern_selector.py├── pattern_summarizer.py├── test_profiling.py (RIOLU for data profiling)├── utils.py├── LICENSE└── readme.md