cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/nc4-6v0-9fq
title: Cyprideis torosa (Jones, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s76-4mq-hca
title: Eucytherura Müller, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ktp-fmc-v15
title: †Neocomites peregrinus (Rawson & Kemper, 1978)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mkf-7rc-vxb
title: †Oosterella ondulata Reboulet, 1996

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2sr-rw2-8ba
title: Arvicolinae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/98e-59d-k15
title: †Streptorhynchus King, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3rx-kns-v2e
title: †Boreostoma variabile (Baird, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8a9-vr1-rsv
title: Rodentia Bowdich, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.bs3az3
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sweden",
 "Geometry POLYGON((11.54524 57.40825,12.13178 57.40825,12.13178 57.8973,11.54524 57.8973,11.54524 57.40825))",
 "OccurrenceStatus is Present",
 "TaxonKey is Myotis dasycneme (Boie, 1825)"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000687-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yaxzfq
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salamandra salamandra (Linnaeus, 1758)",
 "Year 1000-2000"
 ]
}

 The dataset includes 133 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011689-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnsfag
title: Occurrence Download

description: A dataset containing 8926 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Platygaster Latreille, 1809"
 ]
}

 The dataset includes 8926 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011690-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e7bqz3
title: Occurrence Download

description: A dataset containing 675 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Biagio Bartalini Historical Herbarium"
 ]
}

 The dataset includes 675 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011691-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/862b6a2e-eb1f-4ff7-8186-b52450983644
title: Code underlying the publication: Can an energy only market enable resource adequacy in a decarbonized power system? A co-simulation with two agent-based-models

description: This co-simulation is based on the Spinetoolbox, its purpose is to combine the strengths of 2 agent-based models (ABM), EMLabpy and AMIRIS to analyze market designs, such as capacity remuneration mechanisms.EMLabpy is an ABM that simulates myopic energy generation investment decisions. AMIRIS (Agent-based Market model for the Investigation of Renewable and Integrated energy Systems) captures the bidding of agents in the day-ahead market.
DOI: 10.4121/862b6a2e-eb1f-4ff7-8186-b52450983644.v1
title: Code underlying the publication: Can an energy only market enable resource adequacy in a decarbonized power system? A co-simulation with two agent-based-models

description: This co-simulation is based on the Spinetoolbox, its purpose is to combine the strengths of 2 agent-based models (ABM), EMLabpy and AMIRIS to analyze market designs, such as capacity remuneration mechanisms.EMLabpy is an ABM that simulates myopic energy generation investment decisions. AMIRIS (Agent-based Market model for the Investigation of Renewable and Integrated energy Systems) captures the bidding of agents in the day-ahead market.
DOI: 10.6084/m9.figshare.28489601
title: A dataset of interactions and emotions for website user experience evaluation

description: This dataset is designed for affective computing applications in the context of human-computer interaction, with a particular focus on user experience (UX) and website interactions. The dataset comprises interaction logs, including mouse movements and key presses, collected over a period of thirty days from various websites. Each recorded interaction is paired with corresponding emotional data, which is encoded according to Ekman’s emotion model, allowing for a nuanced analysis of emotional responses. This dataset is particularly valuable for examining how emotions influence user behaviour across different types of websites, as well as identifying patterns and trends in website interactions. The primary aim of this dataset is to facilitate the development of non-intrusive AI systems capable of detecting user emotions solely based on interaction data. Such systems have potential applications in improving UX design, personalizing web content, and enhancing the overall user experience by adapting to emotional states without requiring explicit input from users.
DOI: 10.6084/m9.figshare.28489601.v1
title: A dataset of interactions and emotions for website user experience evaluation

description: This dataset is designed for affective computing applications in the context of human-computer interaction, with a particular focus on user experience (UX) and website interactions. The dataset comprises interaction logs, including mouse movements and key presses, collected over a period of thirty days from various websites. Each recorded interaction is paired with corresponding emotional data, which is encoded according to Ekman’s emotion model, allowing for a nuanced analysis of emotional responses. This dataset is particularly valuable for examining how emotions influence user behaviour across different types of websites, as well as identifying patterns and trends in website interactions. The primary aim of this dataset is to facilitate the development of non-intrusive AI systems capable of detecting user emotions solely based on interaction data. Such systems have potential applications in improving UX design, personalizing web content, and enhancing the overall user experience by adapting to emotional states without requiring explicit input from users.
DOI: 10.15468/dl.53rct8
title: Occurrence Download

description: A dataset containing 9658 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pleuronectes platessa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 1979"
 ]
}

 The dataset includes 9658 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041188-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29591042
title: Multi-applied field modulation enables efficient multielectron molecular CO2 reduction in strong acid

description: Source data for manuscript in the main text
DOI: 10.6084/m9.figshare.29591042.v1
title: Multi-applied field modulation enables efficient multielectron molecular CO2 reduction in strong acid

description: Source data for manuscript in the main text
DOI: 10.15468/dl.62as6a
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-107.3688 22.04913, -107.2188 22.04913, -107.2188 22.19913, -107.3688 22.19913, -107.3688 22.04913))"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041189-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28784120.v1
title: Computational design of a high-precision mitochondrial DNA cytosine base editor

description: Bystander editing remains a major limitation of current base editors, hindering their precision and therapeutic potential. Here, we present a de novo protein design strategy that creates a structurally rigid interface between a DNA-binding TALE domain and a cytosine deaminase, forming a unified editing module termed TALE-oriented deaminase (TOD). Cryo-EM analysis of TOD-DNA complexes confirms that this precise spatial architecture tightly restricts the deaminase activity window, thereby minimizing unwanted deamination. To further enhance specificity, we develop a split version, sTOD, which virtually eliminates off-target editing. As a proof of concept, we apply sTOD to generate a mitochondrial disease mouse model and to correct a pathogenic mutation associated with MERRF syndrome in patient-derived cells, achieving single-nucleotide precision. This work introduces a generalizable and computationally guided approach for ultra-precise base editing, offering a powerful platform for both mechanistic studies and therapeutic correction of single-nucleotide mutations.
DOI: 10.6084/m9.figshare.29644028
title: Cetotherium riabinini skeleton 3D scans and digital reconstruction

description: The set of 3D models obtained during digitalization of the Cetotherium riabinini holotype skeleton (NMNHU-P OF 668/1 held in the Academician V.O. Topachevsky Palaeontological Museum, which is the part of the National Museum of Natural History, National Academy of Sciences of Ukraine in Kyiv. The set contains raw 3D models of the mounted skeleton, right forelimb, separate bones and a digital restoration of the whale skeleton.
DOI: 10.6084/m9.figshare.29644028.v1
title: Cetotherium riabinini skeleton 3D scans and digital reconstruction

description: The set of 3D models obtained during digitalization of the Cetotherium riabinini holotype skeleton (NMNHU-P OF 668/1 held in the Academician V.O. Topachevsky Palaeontological Museum, which is the part of the National Museum of Natural History, National Academy of Sciences of Ukraine in Kyiv. The set contains raw 3D models of the mounted skeleton, right forelimb, separate bones and a digital restoration of the whale skeleton.
DOI: 10.6084/m9.figshare.28784120
title: Computational design of a high-precision mitochondrial DNA cytosine base editor

description: Bystander editing remains a major limitation of current base editors, hindering their precision and therapeutic potential. Here, we present a de novo protein design strategy that creates a structurally rigid interface between a DNA-binding TALE domain and a cytosine deaminase, forming a unified editing module termed TALE-oriented deaminase (TOD). Cryo-EM analysis of TOD-DNA complexes confirms that this precise spatial architecture tightly restricts the deaminase activity window, thereby minimizing unwanted deamination. To further enhance specificity, we develop a split version, sTOD, which virtually eliminates off-target editing. As a proof of concept, we apply sTOD to generate a mitochondrial disease mouse model and to correct a pathogenic mutation associated with MERRF syndrome in patient-derived cells, achieving single-nucleotide precision. This work introduces a generalizable and computationally guided approach for ultra-precise base editing, offering a powerful platform for both mechanistic studies and therapeutic correction of single-nucleotide mutations.
DOI: 10.4121/7270e8b5-134a-4939-b614-158a7d225622
title: Software and data underlying the publication: "Natural Language Counterfactual Explanations in Financial Text Classification: A Comparison of Generators and Evaluation Metrics"

description: This dataset contains the data collected through experiments, surveys, and analyzed results obtained for the ACL GEM^2 2025 workshop submission titled Natural Language Counterfactual Explanations in Financial Text Classification: A Comparison of Generators and Evaluation Metrics. This project aimed to use texts from expert domains in order to evaluate state-of-the-art methods for generating text counterfactual explanations for large language model text classification. The data contains pre-processed texts from a financial dataset "Trillion Dollar Words", the counterfactuals generated in the experiments, as well raw and pre-processed results of the metric-based and human annotation-based experiments. Additionally, we include the software used in generating our results.
DOI: 10.4121/7270e8b5-134a-4939-b614-158a7d225622.v1
title: Software and data underlying the publication: "Natural Language Counterfactual Explanations in Financial Text Classification: A Comparison of Generators and Evaluation Metrics"

description: This dataset contains the data collected through experiments, surveys, and analyzed results obtained for the ACL GEM^2 2025 workshop submission titled Natural Language Counterfactual Explanations in Financial Text Classification: A Comparison of Generators and Evaluation Metrics. This project aimed to use texts from expert domains in order to evaluate state-of-the-art methods for generating text counterfactual explanations for large language model text classification. The data contains pre-processed texts from a financial dataset "Trillion Dollar Words", the counterfactuals generated in the experiments, as well raw and pre-processed results of the metric-based and human annotation-based experiments. Additionally, we include the software used in generating our results.
DOI: 10.5281/zenodo.10213789
title: Joint profiling of cell morphology and gene expression during in vitro neurodevelopment

description: Cell Painting processed data for "Joint profiling of cell morphology and gene expression during in vitro neurodevelopment".
DOI: 10.5281/zenodo.15778719
title: Joint profiling of cell morphology and gene expression during in vitro neurodevelopment

description: Cell Painting processed data for "Joint profiling of cell morphology and gene expression during in vitro neurodevelopment".
DOI: 10.15468/dl.pyksp4
title: Occurrence Download

description: A dataset containing 137155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Arisaema"
 ]
}

 The dataset includes 137155 records from 583 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041086-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3sprfr
title: Occurrence Download

description: A dataset containing 495217 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode = 'ID'
 AND occurrence.occurrencestatus = 'PRESENT'
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 495217 records were derived from 1852 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041170-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18712/nsd-nsd0589-v2
title: Labour Force Survey 1st - 4th quarter 1975, panel file

description: This file contains the panel interviewed for the last time in the fourth quarter of 1975. Subjects were interviewed each quarter in 1975. The criteria for being included in the file that you attended in the last interview in sequence.

SSB has conducted official quarterly labor force surveys (LFS) as of Q1 1972. The purpose is to provide labor authorities and others information on the occupational structure of the population and development over time. The studies will provide the basis and statistical material for occupational forecasting and labor market research. In the LFS one respondent is interviewed for two consecutive quarters, so it is a two-quarter break and then the respondent is interviewed again for two consecutive quarters. The Labour Force Survey 1972 is the first complete LFS. Originally it was intended that such statistics would be a more analytical supplement to the monthly employment statistics based on the insurance fund membership files. The insurance fund-based statistics, however, fell away when health insurance was included in the National Insurance Scheme from 1 January 1971, the LFS has gradually evolved to become the main source of knowledge about the state and development of the labor market.

In 1975 SSB changed the sampling procedure for the surveys, see HIf Art.37: On the use of random samples at the office for interview surveys, Statistics Norway (Steinar Tamsfoss), and SES 33: Principles and methods for Statistics Norway samples (Ib Thomsen). Meanwhile, the estimation method for inflating the national figures changed so that there are reasonable numbers for regions from 1975. The change in 1975 led to the interviews changing in groups than before and after. This resulted among others a break in the panel structure of the LFS.
DOI: 10.15468/dl.gbvxwr
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cottus greenei)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042363-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a63rmn
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melilotus indicus",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 114 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042364-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.746gcu
title: Occurrence Download

description: A dataset containing 195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melilotus indicus",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 195 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042365-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5pvnjs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melilotus indicus",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042366-250811113504898/datasets/export for details.