cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17192780
title: Dataset for: Soliton Gas Dynamics and Rogue Wave Enhancement in a Natural Coastal Environment

description: This repository contains the dataset reported in the article "Soliton Gas Dynamics and Rogue Wave Enhancement in a Natural Coastal Environment" by Cienfuegos et al. (2025),  https://doi.org/10.1103/9zhq-j1sj 

The dataset contains:•⁠  ⁠Bottom-moored pressure signals (and velocities in the case of the ADVs)•⁠  ⁠Fixed camera recording•⁠  ⁠Unmanned aerial vehicle videos•⁠  ⁠Animation from the Serre-Green-Naghdi numerical experiment 

They are detailed next.

# Bottom-moored pressure signals •⁠  ⁠RawData.zip : contains the raw dataset from the instruments•⁠  ⁠ReadPressureSensors.m: Matlab script to read the dataset as used in the manuscript•⁠  ⁠FSReconstruction.m: Matlab script to reconstruct the free surface elevation (ie water depth) from the pressure data as described in the manuscript

# Fixed camera recording 

Footage from August 2nd, 2023, 10:00 hours.•⁠  ⁠20230802-1000.mp4

Rectified footage from August 2nd, 2023, 10 hours.•⁠  ⁠20230802-1000.mp4

Footage from August 2nd, 2023, 10:22 hours.•⁠  ⁠20230802-1022.mp4

Rectified footage from August 2nd, 2023, 10:22 hours.•⁠  ⁠20230802-1022-rect.mp4

# Unmanned aerial vehicle videos

Tidal flood August 1st 2023, 10 hrs:•⁠  ⁠DJI_0250.mp4

Tidal flood August 2nd 2023, 10 hrs (footage used in the article):•⁠  ⁠DJI_0001.mp4

Stable and rectified video for the tidal flood of August 2nd 2023, 10 hrs (accelerated 12 times):•⁠  ⁠rect_video_12x.mp4

Uncompressed UAV videos are available upon request.

# Animation from the Serre-Green-Naghdi numerical simulation

•⁠  ⁠SGNsimulation.mp4
DOI: 10.15468/dl.ykx7w6
title: Occurrence Download

description: A dataset containing 255 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atelopus cruciger"
 ]
}

 The dataset includes 255 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032194-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8effh8
title: Occurrence Download

description: A dataset containing 199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pterocles exustus"
 ]
}

 The dataset includes 199 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032195-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17225234
title: Road Cycling Dataset (2017–2023)

description: This dataset contains raw race results and event descriptors for UCI-sanctioned road cycling events from 2017–2023. The tables are designed to support research on team/rider ranking, roster optimization, and performance analytics. Variables include rider identity, nationality, age, team, race metadata (classification, distance, vertical meters, profile, profile scores), environmental context (average temperature; departure/arrival locations), competitive indicators (star-quality score, winning mode), and outcomes (rank, time gap, bonuses, speeds, points, GC information).

How to cite. Rize, D., Saldanha, P., & Moskovitch, R. (2025). Road Cycling Dataset (2017–2023) (v1.0.0) [Data set]. Zenodo.
DOI: 10.5281/zenodo.17225472
title: Road Cycling Dataset (2017–2023)

description: This dataset contains raw race results and event descriptors for UCI-sanctioned road cycling events from 2017–2023. The tables are designed to support research on team/rider ranking, roster optimization, and performance analytics. Variables include rider identity, nationality, age, team, race metadata (classification, distance, vertical meters, profile, profile scores), environmental context (average temperature; departure/arrival locations), competitive indicators (star-quality score, winning mode), and outcomes (rank, time gap, bonuses, speeds, points, GC information).

How to cite. Rize, D., Saldanha, P., & Moskovitch, R. (2025). Road Cycling Dataset (2017–2023) (v1.0.0) [Data set]. Zenodo.
DOI: 10.15468/dl.pt9kmn
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chaetodon vagabundus",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032196-250920141307145/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.30239752
title: Parent material modulates land use effects on soil organic carbon fractions but not inorganic carbon in subtropical red soils

description: Soil carbon pools, including soil inorganic (SIC) and organic carbon (SOC) along with its particulate (POC) and mineral-associated (MAOC) fractions, play a vital role in soil health and the global carbon cycle. Their spatial patterns and effect factors, particularly the interactions between parent material (PM) and land use (LU) in subtropical red soil regions, remain poorly understood. This study integrated field sampling (97 sites, 194 samples from 0-40 cm depth) across diverse PM and LU types in Ji’an City, China, with machine learning to map the spatial distribution of SIC, SOC, POC, and MAOC stocks. Machine learning models (RF, SVM, GBM, XGBoost) achieved satisfactory prediction accuracy for all carbon pools (R2 &gt; 50%). Results revealed a fundamental decoupling of control factors, with SIC stocks (1.56–1.66 Mg C ha-1) were mainly influenced by climate (Aridity Index, AI; 10.4-15.4% individual effect), while SOC stocks (27.21–18.33 Mg C ha-1) and its fractions were primarily governed by LU through soil total nitrogen (TN; 45%–54% and 37%–54% individual effects for SOC and MAOC, respectively). A significant effect of LU, PM, and their interactions (P &lt; 0.05) was observed. Paddy soils and Quaternary red clay-derived soil showed the highest SOC stocks. SIC did not correlate strongly with LU or PM but was higher in subsoil. LU exerted a direct negative effect on SOC fractions (path coefficients: -0.19 for POC, -0.49 for MAOC) but only affected SIC indirectly through soil pH and EC. PM directly influenced only MAOC. Environmental factors explained 65%–87% of SOC variance within specific LU or PM systems, with TN being key in croplands, while soil pH controlled SIC accumulation. This study underscores divergent biogeochemical mechanisms governing SIC and SOC, supporting tailored management strategies for improving carbon sequestration in subtropical ecosystems.
DOI: 10.6084/m9.figshare.30239752.v1
title: Parent material modulates land use effects on soil organic carbon fractions but not inorganic carbon in subtropical red soils

description: Soil carbon pools, including soil inorganic (SIC) and organic carbon (SOC) along with its particulate (POC) and mineral-associated (MAOC) fractions, play a vital role in soil health and the global carbon cycle. Their spatial patterns and effect factors, particularly the interactions between parent material (PM) and land use (LU) in subtropical red soil regions, remain poorly understood. This study integrated field sampling (97 sites, 194 samples from 0-40 cm depth) across diverse PM and LU types in Ji’an City, China, with machine learning to map the spatial distribution of SIC, SOC, POC, and MAOC stocks. Machine learning models (RF, SVM, GBM, XGBoost) achieved satisfactory prediction accuracy for all carbon pools (R2 &gt; 50%). Results revealed a fundamental decoupling of control factors, with SIC stocks (1.56–1.66 Mg C ha-1) were mainly influenced by climate (Aridity Index, AI; 10.4-15.4% individual effect), while SOC stocks (27.21–18.33 Mg C ha-1) and its fractions were primarily governed by LU through soil total nitrogen (TN; 45%–54% and 37%–54% individual effects for SOC and MAOC, respectively). A significant effect of LU, PM, and their interactions (P &lt; 0.05) was observed. Paddy soils and Quaternary red clay-derived soil showed the highest SOC stocks. SIC did not correlate strongly with LU or PM but was higher in subsoil. LU exerted a direct negative effect on SOC fractions (path coefficients: -0.19 for POC, -0.49 for MAOC) but only affected SIC indirectly through soil pH and EC. PM directly influenced only MAOC. Environmental factors explained 65%–87% of SOC variance within specific LU or PM systems, with TN being key in croplands, while soil pH controlled SIC accumulation. This study underscores divergent biogeochemical mechanisms governing SIC and SOC, supporting tailored management strategies for improving carbon sequestration in subtropical ecosystems.
DOI: 10.7910/dvn/3vggxc
title: Sefako Makgatho Health & Sciences University 2025/2026 Undergraduate Form, Diploma Form Is On Sales! Call Admin Via WhatsApp +27780430015‬ To Apply Contact The Registrar Office Via WhatsApp ‪(+27780430015) ‪(+27780430015) For Guidelines On How To Apply And Register Before Closing Date! Registrar Office Via WhatsApp ‪+27780430015.

description: Sefako Makgatho Health & Sciences University 2025/2026 Undergraduate Form, Diploma Form Is On Sales! Call Admin Via WhatsApp +27780430015‬ To Apply Contact The Registrar Office Via WhatsApp ‪(+27780430015) ‪(+27780430015) For Guidelines On How To Apply And Register Before Closing Date! Registrar Office Via WhatsApp ‪+27780430015.
description: Sefako Makgatho Health & Sciences University 2025/2026 Undergraduate Form, Diploma Form Is On Sales! Call Admin Via WhatsApp +27780430015‬ To Apply Contact The Registrar Office Via WhatsApp ‪(+27780430015) ‪(+27780430015) For Guidelines On How To Apply And Register Before Closing Date! Registrar Office Via WhatsApp ‪+27780430015.
DOI: 10.15468/dl.t2cn3k
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelmon rostratus",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032197-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhg6sw
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Locality is Gillespie",
 "OccurrenceStatus is Present",
 "StateProvince is Texas"
 ]
}

 The dataset includes 147 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032198-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7jcu4
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heniochus singularius",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032199-250920141307145/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.30239803.v1
title: Additional file 1 of The MeaB bZIP transcription factor is needed for proper nitrosative stress response induced by nitrite in Aspergillus fumigatus

description: Supplementary Material 1.
DOI: 10.6084/m9.figshare.30239803
title: Additional file 1 of The MeaB bZIP transcription factor is needed for proper nitrosative stress response induced by nitrite in Aspergillus fumigatus

description: Supplementary Material 1.
DOI: 10.6084/m9.figshare.30239806
title: Additional file 2 of The MeaB bZIP transcription factor is needed for proper nitrosative stress response induced by nitrite in Aspergillus fumigatus

description: Supplementary Material 2.
DOI: 10.6084/m9.figshare.30239806.v1
title: Additional file 2 of The MeaB bZIP transcription factor is needed for proper nitrosative stress response induced by nitrite in Aspergillus fumigatus

description: Supplementary Material 2.
DOI: 10.6084/m9.figshare.30239818
title: Additional file 6 of The MeaB bZIP transcription factor is needed for proper nitrosative stress response induced by nitrite in Aspergillus fumigatus

description: Supplementary Material 6.
DOI: 10.6084/m9.figshare.30239818.v1
title: Additional file 6 of The MeaB bZIP transcription factor is needed for proper nitrosative stress response induced by nitrite in Aspergillus fumigatus

description: Supplementary Material 6.
DOI: 10.6084/m9.figshare.30239811
title: Additional file 2 of Characterization of the transposable element landscape shaping the Ectocarpus genome

description: Supplementary Material 2.
DOI: 10.21227/rtkr-2c79
title: "LEAF++: Trait Annotated Essay Feedback Dataset"

description: "LEAF++ is an extension of the original LEAF dataset, which contains essays and their corresponding feedback collected from EssayForum. In LEAF++, we augment the dataset with trait scores that align with the feedback dimensions defined in LEAF. The trait scores evaluate four dimensions: response to the topic, spelling\/grammar\/style issues, clarity of the author\u2019s point of view, and arguments and support. Each essay is scored on these traits, ensuring consistency between the numerical scores and the qualitative feedback. LEAF++ can be used for developing automated essay scoring models, feedback generation models, or joint models for essay scoring and feedback generation."
DOI: 10.6084/m9.figshare.30239808
title: Additional file 1 of Characterization of the transposable element landscape shaping the Ectocarpus genome

description: Supplementary Material 1.
DOI: 10.6084/m9.figshare.30239808.v1
title: Additional file 1 of Characterization of the transposable element landscape shaping the Ectocarpus genome

description: Supplementary Material 1.
DOI: 10.6084/m9.figshare.30239814
title: Additional file 3 of Characterization of the transposable element landscape shaping the Ectocarpus genome

description: Supplementary Material 3.
DOI: 10.6084/m9.figshare.30239811.v1
title: Additional file 2 of Characterization of the transposable element landscape shaping the Ectocarpus genome

description: Supplementary Material 2.
DOI: 10.6084/m9.figshare.30239814.v1
title: Additional file 3 of Characterization of the transposable element landscape shaping the Ectocarpus genome

description: Supplementary Material 3.
DOI: 10.6084/m9.figshare.30239817
title: Additional file 4 of Characterization of the transposable element landscape shaping the Ectocarpus genome

description: Supplementary Material 4.
DOI: 10.6084/m9.figshare.30239817.v1
title: Additional file 4 of Characterization of the transposable element landscape shaping the Ectocarpus genome

description: Supplementary Material 4.
DOI: 10.6084/m9.figshare.30239820.v1
title: Additional file 5 of Characterization of the transposable element landscape shaping the Ectocarpus genome

description: Supplementary Material 5.
DOI: 10.6084/m9.figshare.30239820
title: Additional file 5 of Characterization of the transposable element landscape shaping the Ectocarpus genome

description: Supplementary Material 5.
DOI: 10.6084/m9.figshare.30239823
title: Additional file 6 of Characterization of the transposable element landscape shaping the Ectocarpus genome

description: Supplementary Material 6.
DOI: 10.6084/m9.figshare.30239823.v1
title: Additional file 6 of Characterization of the transposable element landscape shaping the Ectocarpus genome

description: Supplementary Material 6.
DOI: 10.6084/m9.figshare.30239829
title: Additional file 8 of Characterization of the transposable element landscape shaping the Ectocarpus genome

description: Supplementary Material 8: Tables S1-S19.
DOI: 10.6084/m9.figshare.30239829.v1
title: Additional file 8 of Characterization of the transposable element landscape shaping the Ectocarpus genome

description: Supplementary Material 8: Tables S1-S19.
DOI: 10.6084/m9.figshare.30239892
title: Additional file 2 of TrueSpot: a robust automated tool for quantifying signal puncta in fluorescent imaging

description: Additional file 2. Data for Tables S1-S17.
DOI: 10.6084/m9.figshare.30239892.v1
title: Additional file 2 of TrueSpot: a robust automated tool for quantifying signal puncta in fluorescent imaging

description: Additional file 2. Data for Tables S1-S17.
DOI: 10.7910/dvn/2tpgnq
title: University of Cape Town 2025/2026 Undergraduate Form, Diploma Form Is On Sales! Call Admin Via WhatsApp +27780430015‬ To Apply Contact The Registrar Office Via WhatsApp ‪(+27780430015) ‪(+27780430015) For Guidelines On How To Apply And Register Before Closing Date! Registrar Office Via WhatsApp ‪+27780430015.

description: University of Cape Town 2025/2026 Undergraduate Form, Diploma Form Is On Sales! Call Admin Via WhatsApp +27780430015‬ To Apply Contact The Registrar Office Via WhatsApp ‪(+27780430015) ‪(+27780430015) For Guidelines On How To Apply And Register Before Closing Date! Registrar Office Via WhatsApp ‪+27780430015.
description: University of Cape Town 2025/2026 Undergraduate Form, Diploma Form Is On Sales! Call Admin Via WhatsApp +27780430015‬ To Apply Contact The Registrar Office Via WhatsApp ‪(+27780430015) ‪(+27780430015) For Guidelines On How To Apply And Register Before Closing Date! Registrar Office Via WhatsApp ‪+27780430015.
DOI: 10.6084/m9.figshare.30239908
title: Additional file 2 of Lactobacillus johnsonii-derived extracellular vesicles restore mucosal immunity via taurine-linked Th17/Treg and IgA/IgG regulation in colitis

description: Supplementary Material 2.
DOI: 10.6084/m9.figshare.30239905
title: Additional file 1 of Lactobacillus johnsonii-derived extracellular vesicles restore mucosal immunity via taurine-linked Th17/Treg and IgA/IgG regulation in colitis

description: Supplementary Material 1.
DOI: 10.6084/m9.figshare.30239905.v1
title: Additional file 1 of Lactobacillus johnsonii-derived extracellular vesicles restore mucosal immunity via taurine-linked Th17/Treg and IgA/IgG regulation in colitis

description: Supplementary Material 1.
DOI: 10.6084/m9.figshare.30239908.v1
title: Additional file 2 of Lactobacillus johnsonii-derived extracellular vesicles restore mucosal immunity via taurine-linked Th17/Treg and IgA/IgG regulation in colitis

description: Supplementary Material 2.
DOI: 10.5281/zenodo.17230691
title: Adaptive variable-step model predictive control of a cascade open-channel system based on a quantitative step design
DOI: 10.5281/zenodo.17230692
title: Adaptive variable-step model predictive control of a cascade open-channel system based on a quantitative step design
DOI: 10.6084/m9.figshare.30239920.v1
title: Additional file 2 of Reconstructing the body temperature of extinct marine reptiles

description: Additional file2 (XLSX 12 kb)
DOI: 10.6084/m9.figshare.30239923.v1
title: Additional file 3 of Reconstructing the body temperature of extinct marine reptiles

description: Additional file3 (XLSX 10 kb)
DOI: 10.6084/m9.figshare.30239923
title: Additional file 3 of Reconstructing the body temperature of extinct marine reptiles

description: Additional file3 (XLSX 10 kb)
DOI: 10.6084/m9.figshare.30239932
title: Additional file 2 of STALARD: Selective Target Amplification for Low-Abundance RNA Detection

description: Supplementary Material 2.
DOI: 10.6084/m9.figshare.30239934.v1
title: Additional file 7 of Coupled transcriptome and proteome analysis of L3 and L4 developmental stages of Anisakis simplex s. s.: insights into target genes under glucose influence

description: Supplementary Material 7. Supplementary File 1 - results of RNA Seq analysis
DOI: 10.15468/dl.pmbr9n
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pterocles gutturalis"
 ]
}

 The dataset includes 84 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032201-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y2ywqy
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Channa striata",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032202-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avqj9e
title: Occurrence Download

description: A dataset containing 248 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Channa striata",
 "Country is Indonesia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 248 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032203-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctv46h
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032204-250920141307145/datasets/export for details.
DOI: 10.15468/dl.4jn46h
title: Occurrence Download

description: A dataset containing 92509997 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Spain"
 ]
}

 The dataset includes 92509997 records from 2893 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032140-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.es1akg
title: Occurrence Download

description: A dataset containing 3422 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Quercus alba L."
 ]
}

 The dataset includes 3422 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009268-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.put7f9
title: Occurrence Download

description: A dataset containing 685 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Osteoglossum bicirrhosum (Cuvier, 1829)"
 ]
}

 The dataset includes 685 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058382-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2qj9uz
title: Occurrence Download

description: A dataset containing 79761 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rupicapra rupicapra (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 79761 records from 220 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058363-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.