cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.26676
title: Comparing the linkages between carbon components and soil aggregates in vegetable fields to continuous input of different carbon sources
title: Comparing the linkages between carbon components and soil aggregates in vegetable fields to continuous input of different carbon sources

description: The continuous application of biochar and organic fertilizer changed soil carbon components, enhanced aggregate stability and soil carbon pool characteristics.Biochar and organic fertilizer increased soil available nutrient content, enhanced soil carbon sequestration and fertility.The continuous application of biochar and organic fertilizer changed the carbon components in the aggregates, and the influence mechanism was different. The combined application had synergistic effect.
description: The continuous application of biochar and organic fertilizer changed soil carbon components, enhanced aggregate stability and soil carbon pool characteristics.Biochar and organic fertilizer increased soil available nutrient content, enhanced soil carbon sequestration and fertility.The continuous application of biochar and organic fertilizer changed the carbon components in the aggregates, and the influence mechanism was different. The combined application had synergistic effect.
DOI: 10.15468/dl.xv93cw
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Bangladesh, Afghanistan, Pakistan, Nepal, Myanmar, Bhutan)",
 "TaxonKey is Lethe sidonis (Hewitson, 1863)"
 ]
}

 The dataset includes 104 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071292-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34847/nkl.0fd1gk34
title: Croix BR349 (Antonio Lopes Correia, 22/09/2022, 13°31'17.7"S - 45°01'07.5"W)
DOI: 10.15468/dl.m6rgu2
title: Occurrence Download

description: A dataset containing 2999 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus massoniana Lamb."
 ]
}

 The dataset includes 2999 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071293-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5dw963
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Bubo virginianus (J.F.Gmelin, 1788)"
 ]
}

 The dataset includes 183 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071294-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34847/nkl.0fd8vmyj
title: Habitats 3e av autour de Marseille

description: Verduron et sites contemporains fouillés autour de Marseille grecque au IIIe s. av. J.-C.
DOI: 10.15468/dl.2mbqwm
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, India, Bangladesh, Nepal, Pakistan, Bhutan, Myanmar, Afghanistan)",
 "TaxonKey is Lethe dakwania Tytler, 1939"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071296-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gvzbgm
title: Occurrence Download

description: A dataset containing 293 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Datos de ocurrencia de los géneros Sabethes y Haemagogus (Diptera: Culicidae), vectores de Fiebre Amarilla, presentes en Paraguay"
 ]
}

 The dataset includes 293 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071295-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntek9x
title: Occurrence Download

description: A dataset containing 24715182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Finland",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Aves, Mammalia, Squamata, Testudines, Amphibia, Plantae, Arthropoda Ruckes, 1958, Nematoda, Oligochaeta, Enchytraeidae, Stylommatophora)",
 "Year 1988-2025"
 ]
}

 The dataset includes 24715182 records from 413 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071266-250525065834625/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.29423477
title: <b>Is transformational leadership desired by </b><b>uncertainty avoidance </b><b>followers</b>

description: This study, based on the values-attitude-behavior model, implicit leadership theory, and follower theory, constructs and empirically tests a moderated mediation model to systematically explore how followers' uncertainty avoidance values affect their expectations for transformational leadership through vocational calling and achievement motivation, as well as the moderating effect of the degree of AI application in the workplace.
DOI: 10.6084/m9.figshare.29423477.v1
title: <b>Is transformational leadership desired by </b><b>uncertainty avoidance </b><b>followers</b>

description: This study, based on the values-attitude-behavior model, implicit leadership theory, and follower theory, constructs and empirically tests a moderated mediation model to systematically explore how followers' uncertainty avoidance values affect their expectations for transformational leadership through vocational calling and achievement motivation, as well as the moderating effect of the degree of AI application in the workplace.
DOI: 10.15468/dl.4mdvu5
title: Occurrence Download

description: A dataset containing 2415 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "Geometry POLYGON((-78.0257 -14.43693,-71.9655 -19.03493,-69.22458 -17.79432,-68.89768 -16.44858,-71.81462 -11.81686,-78.0257 -14.43693))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Athene cunicularia (Molina, 1782)"
 ]
}

 The dataset includes 2415 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071298-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfav7r
title: Occurrence Download

description: A dataset containing 474 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Calochortus luteus Douglas ex Lindl."
 ]
}

 The dataset includes 474 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071300-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wt3bz7
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ephemeroptera",
 "Geometry POLYGON ((18.2339 -32.5266, 18.1411 -32.657, 18.1007 -32.7021, 18.0224 -32.6366, 17.8923 -32.6419, 17.754 -32.8255, 17.7723 -32.9007, 20.509 -32.9007, 20.509 -28.5786, 16.2782 -28.5786, 16.4358 -28.7202, 16.726 -29.1235, 17.1957 -30.3752, 17.6655 -31.1743, 18.1322 -31.7679, 18.2495 -32.2638, 18.2339 -32.5266))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071299-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15131/shef.data.29414660
title: Fig files for contractility paper

description: An active-stress model of tissue contractility incorporating strain-adaptive contractility control was considered. Informed by experimental systems, we consider three paradigm tissue types: a contractile ball, a contractile shell with elastic core and a contractile sheet thus capturing key geometries of commonly investigated organoids and tissues. We predict the deformations and stresses that are generated in these tissues, which reveals a potential contractility-based control signal from an active shell to an elastic core. We find that introducing a strain-adaptive feedback into the contractility force acts to both effectively stiffen the tissue and to decrease its apparent compressibility, with the feedback sensitivity determining the new effective stiffness. In two-dimensions this effective stiffening is significantly more apparent and can even generate anomalous Poisson’s ratios. These figures were produced from analytical solutions which were attainable due to the simplified geometries under consideration.
DOI: 10.15131/shef.data.29414660.v1
title: Fig files for contractility paper

description: An active-stress model of tissue contractility incorporating strain-adaptive contractility control was considered. Informed by experimental systems, we consider three paradigm tissue types: a contractile ball, a contractile shell with elastic core and a contractile sheet thus capturing key geometries of commonly investigated organoids and tissues. We predict the deformations and stresses that are generated in these tissues, which reveals a potential contractility-based control signal from an active shell to an elastic core. We find that introducing a strain-adaptive feedback into the contractility force acts to both effectively stiffen the tissue and to decrease its apparent compressibility, with the feedback sensitivity determining the new effective stiffness. In two-dimensions this effective stiffening is significantly more apparent and can even generate anomalous Poisson’s ratios. These figures were produced from analytical solutions which were attainable due to the simplified geometries under consideration.
DOI: 10.5281/zenodo.15752220
title: GAIA simulation data – normal vs doubled CO2 runs

description: Two GAIA simulation runs: normal (315 ppm) and doubled CO2 (667 ppm) levels, based on the year 2001. Included are the hourly values of neutral winds and neutral gas species densities of the northern hemisphere summer period (June, July, and August). The data files are in support of the publication "Increasing CO2 causes Enhancement of Sporadic-E Ion Convergence: GAIA-Based Simulations"
DOI: 10.5281/zenodo.15752221
title: GAIA simulation data – normal vs doubled CO2 runs

description: Two GAIA simulation runs: normal (315 ppm) and doubled CO2 (667 ppm) levels, based on the year 2001. Included are the hourly values of neutral winds and neutral gas species densities of the northern hemisphere summer period (June, July, and August). The data files are in support of the publication "Increasing CO2 causes Enhancement of Sporadic-E Ion Convergence: GAIA-Based Simulations"
DOI: 10.34847/nkl.0fec344g
title: AGRINION - Stele funeraria di due individui
title: Agrinion 101

description: buono
description: numero di inventario
description: Source: Socal, Michela
description: Provenance: Dorsoduro 3484/D Venezia
description: Provenance: Italia
description: Provenance: Università Ca' Foscari
description: Provenance: Venezia
description: Provenance: primo piano
description: Provenance: 2.0
description: created: 1981-1985
DOI: 10.15468/dl.e2hzzx
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Bhutan, Bangladesh, Afghanistan, Pakistan, Nepal)",
 "TaxonKey is Lethe maitrya de Nicéville, 1880"
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071302-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15752896
title: Data repository - BSc Thesis Huub Dagevos

description: This repository contains all data necessary to reproduce data of the BSc. thesis of Huub Dagevos. Bsc. Future Planet Studies at the University of Amsterdam. Additionally, the thesis can be requested by contacting the author.
DOI: 10.5281/zenodo.15752897
title: Data repository - BSc Thesis Huub Dagevos

description: This repository contains all data necessary to reproduce data of the BSc. thesis of Huub Dagevos. Bsc. Future Planet Studies at the University of Amsterdam. Additionally, the thesis can be requested by contacting the author.
DOI: 10.15468/dl.sdczcw
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Bhutan, Pakistan, Bangladesh, Nepal, Afghanistan)",
 "TaxonKey is Lethe nicetella de Nicéville, 1887"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071301-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15752904
title: PubChemLite for Exposomics

description: This is the repository for regular updates of the PubChemLite for Exposomics data collection. PubChemLite for Exposomics is a subset of
PubChem selected from major
categories of the
Table of Contents
page at the PubChem Classification Browser, described in
DOI:10.1186/s13321-021-00489-0.

PubChemLite for Exposomics (v2.0.0 and higher) is compiled from 11 categories:
AgroChemInfo, BioPathway, DrugMedicInfo, FoodRelated, PharmacoInfo,
SafetyInfo, ToxicityInfo, KnownUse, DisorderDisease, Identification, ChemClass.

PubChemCIDs have been collapsed by InChIKey first block, reporting the
structure from the most annotated CID, plus related CIDs. Entries that
will be ignored by MetFrag (salts, disconnected substances) or cause
errors (e.g. transition metals) have been removed. The Patent and
PubMed ID counts are extracted from files on the PubChem FTP site. The
`AnnoTypeCount' term counts how many of the categories are represented, the
subsequent column (named per category) counts the number of annotation
categories available in the next sub-category of the TOC entry.

These files can be used `as is' as localCSV for
MetFrag Command Line.
description: These files can be used "as is" for MetFrag (command line) and other
high throughput workflows.

Please do NOT upload these files directly to the MetFrag web
interface, they are too large. The latest updates
will be available in a drop-down menu.
DOI: 10.15468/dl.jk9kyq
title: Occurrence Download

description: A dataset containing 285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "GadmGid is ESP.3_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Salmo trutta Linnaeus, 1758"
 ]
}

 The dataset includes 285 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071303-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5h897d
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Scyphozoa)",
 "PublishingOrg is one of (30ff48bd-4dd1-429d-a5a5-348c8e5fbfb1, e0455781-2311-4b5b-8cc0-421d73e04f1b, f072f648-b8a4-47a0-9e1c-89d790645b5a, 85be57ed-f187-49c9-b7ff-eaa622e06217, 450bdfce-76f7-483e-b4c4-cab6a3daebba, 456058db-f70b-4005-97ad-e08570cf0c56, ccd1ddc0-6c21-11de-8224-b8a03c50a862)"
 ]
 }
 ]
}

 The dataset includes 157 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071304-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18150/iyvf5y
title: Care farms in Poland and the Netherlands (2024-2025)

description: The dataset includes responses from a completed interview questionnaire conducted in Poland and the Netherlands, titled: “Pilot study on the development and testing of a research tool for analyzing the conditions of care farm operations in Poland and the Netherlands”. The study was conducted from June 2024 to March 2025. The dataset contains information on: labour resources, human capital, capital assets of care farms, the range of services offered by the farms, financial performance data of the analyzed entities, as well as barriers and opportunities related to the functioning of care farms.Dataset contains a ReadMe.txt file.
DOI: 10.15468/dl.bv4qxb
title: Occurrence Download

description: A dataset containing 24226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((16.686309942675752 48.41044311539586, 16.665268578288664 48.25197073307624, 16.900759257043696 48.23747308478536, 16.9225330323594 48.39589285418887, 16.686309942675752 48.41044311539586))"
 ]
}

 The dataset includes 24226 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071305-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8wsuak
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Spodoptera littoralis (Boisduval, 1833)"
 ]
}

 The dataset's 3 records were derived from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071309-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15752891
title: A harmonized SST compilation across MIS 10, Termination IV and MIS 9

description: This dataset is in supplement to Stevenard et al. (2025) and constitute the first high-resolution SST compilation with harmonized chronologies and calibration methods. See the README file for more information.
DOI: 10.15468/dl.2mbq9u
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Bangladesh, Afghanistan, Pakistan, Nepal, Myanmar, Bhutan)",
 "TaxonKey is Lethe nicetas (Hewitson, 1863)"
 ]
}

 The dataset includes 26 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071306-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8ctmx
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "GadmGid is ESP.3_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Salmo trutta Linnaeus, 1758"
 ]
}

 The dataset's 1 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071312-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xf7ydu
title: Occurrence Download

description: A dataset containing 293 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Datos de ocurrencia de los géneros Sabethes y Haemagogus (Diptera: Culicidae), vectores de Fiebre Amarilla, presentes en Paraguay"
 ]
}

 The dataset includes 293 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071307-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21338/ess11md_e01
title: ESS11 Multilevel Data, edition 1.0
DOI: 10.5281/zenodo.14975368
title: MathWriting+

description: Overview

MathWriting+ extends the original MathWriting dataset with detailed structural annotations for handwritten equations. It includes labeled symbols, relation graphs in MathML, and refined trace group data across multiple subsets (train, validation, test, synthetic). This enables handwriting recognition approaches that leverage structural information. For more details, see "The Return of Structural Approaches in Handwriting Recognition".

Dataset Breakdown

The table below summarizes the labeled data versus the total available for each subset. (All numbers are rounded for simplicity.)




Subset
Annotated Count
Total Count




Symbols
~6.3K
~6.4K


Train
~143K
~230K


Validation
~9K
~16K


Test
~6K
~7.6K


Synthetic
~86K
~121K






Symbols: Isolated handwritten mathematical symbols

Train, Validation, Test: Handwritten mathematical expressions collected from various sources.

Synthetic: Artificially generated mathematical expressions.


The dataset includes only those samples that have been enhanced with additional structural annotations (trace groups and MathML).

Limitations and Quality Assurance

We have not yet labeled more complex constructs such as matrices, vectors, or symbols with overlines/arrow notations.

The annotations have been cross-checked using a state-of-the-art symbol classification model further described in the corresponding paper. While most of the data is highly accurate, there might be a few errors, especially for symbols not included in the CROHME dataset, so users should take these into account during their research.

Usage and Citation

If you use the MathWriting+ Dataset in your work, please cite this dataset or our paper:



"The Return of Structural Approaches in Handwriting Recognition"


Your citation helps acknowledge the effort behind the dataset and supports further advancements in interpretable handwritten mathematical expression recognition.
DOI: 10.15468/pagpsm
title: The atlas of butterflies in Kraków

description: The database includes information concerning Lepidoptera diversity in Cracow City (south-east Poland). The data was gathered from 2005 to 2008 . The area of Kraków has been divided up, using grid of geographical coordinates, into 84 atlas blocks (each of about 4 square km) area where information about lepidofauna richness was collected.
DOI: 10.15468/dl.wpf37v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Abelmoschus moschatus",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071308-250525065834625/datasets/export for details.
DOI: 10.57760/sciencedb.26752
title: Ketogenic diet disrupts BDH1-mediated ketone metabolism and causes myocardial dysfunction in mice
title: Ketogenic diet disrupts BDH1-mediated ketone metabolism and causes myocardial dysfunction in mice

description: RNA-seq data of Mice liver and heart after Ketogenic diet.
description: RNA-seq data of Mice liver and heart after Ketogenic diet.