cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.c8hv4k
title: Occurrence Download

description: A dataset containing 260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is Marmaronetta angustirostris"
 ]
}

 The dataset includes 260 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021634-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecn6wk
title: Occurrence Download

description: A dataset containing 2773 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nonnula ruficapilla"
 ]
}

 The dataset includes 2773 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021635-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g94hpy
title: Occurrence Download

description: A dataset containing 450 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Türkiye",
 "OccurrenceStatus is Present",
 "TaxonKey is Caretta caretta",
 "Year 2000-2025"
 ]
}

 The dataset includes 450 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021637-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17785546
title: New Zealand National-Scale Beach Topography Dataset (30 m): A Fusion of ICESat-2 and Sentinel-2

description: Description:

This dataset provides a seamless, national-scale beach topography product for New Zealand at a spatial resolution of 30 meters.

Key Method:

The topography was reconstructed using a machine learning framework (XGBoost) that fuses ICESat-2 laser altimetry control points with Sentinel-2 multispectral time-series features. The model specifically targets and fills the "NoData" voids in the DeltaDTM dataset.

Specifications:





Region: New Zealand Coastline




Resolution: ~1 arc-second




Coordinate System: GCS_WGS_1984 (Geographic Coordinate System)




Vertical Datum: EGM2008




Time Period: Represents the composite state from 2018–2023.



Accuracy:

Validated against airborne LiDAR data, the dataset achieves an $R^2$ of 0.75 and an RMSE of 1.19 m.
DOI: 10.5281/zenodo.17785545
title: New Zealand National-Scale Beach Topography Dataset (30 m): A Fusion of ICESat-2 and Sentinel-2

description: Description:

This dataset provides a seamless, national-scale beach topography product for New Zealand at a spatial resolution of 30 meters.

Key Method:

The topography was reconstructed using a machine learning framework (XGBoost) that fuses ICESat-2 laser altimetry control points with Sentinel-2 multispectral time-series features. The model specifically targets and fills the "NoData" voids in the DeltaDTM dataset.

Specifications:





Region: New Zealand Coastline




Resolution: ~1 arc-second




Coordinate System: GCS_WGS_1984 (Geographic Coordinate System)




Vertical Datum: EGM2008




Time Period: Represents the composite state from 2018–2023.



Accuracy:

Validated against airborne LiDAR data, the dataset achieves an $R^2$ of 0.75 and an RMSE of 1.19 m.
DOI: 10.15468/dl.5eygh3
title: Occurrence Download

description: A dataset containing 2565 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-98.051305 35.032795, -96.948133 35.032795, -96.948133 35.931107, -98.051305 35.931107, -98.051305 35.032795))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Poaceae"
 ]
}

 The dataset includes 2565 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021638-251120083545085/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.26370955.v1
title: VEHoP: A Versatile, Easy-to-use, and Homology-based Phylogenomic pipeline accommodating diverse sequences

description: Phylogenomics has become a prominent method in systematics, conservation biology, and biomedicine, as it can leverage hundreds to thousands of genes derived from genomic or transcriptomic data to infer evolutionary relationships. However, obtaining high-quality genomes and transcriptomes requires samples preserved with high-quality DNA and RNA and demands considerable sequencing costs and lofty bioinformatic efforts (e.g., genome/transcriptome assembly and annotation). Notably, only fragmented DNA reads are accessible in some rare species due to the difficulty in sample collection and preservation, such as those inhabiting the deep sea. To address this issue, we here introduce the VEHoP (Versatile, Easy-to-use Homology-based Phylogenomic) pipeline, designed to infer protein-coding regions from DNA assemblies and generate alignments of orthologous sequences, concatenated matrices, and phylogenetic trees. This pipeline aims to 1) expand taxonomic sampling by accommodating a wide range of input files, including draft genomes, transcriptomes, and well-annotated genomes, and 2) simplify the process of conducting phylogenomic analyses and thus make it more accessible to researchers from diverse backgrounds. We first evaluated the performance of VEHoP using datasets of Ostreida, yielding robust phylogenetic trees with strong bootstrap support. We then applied VEHoP to reconstruct the phylogenetic relationship in the enigmatic deep-sea gastropod order Neomphalida, obtaining a robust phylogenetic backbone for this group. The VEHoP is freely available on GitHub (https://github.com/ylify/VEHoP), whose dependencies can be easily installed using Bioconda.
DOI: 10.15468/dl.jp8rrm
title: Occurrence Download

description: A dataset containing 352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((17.23045 23.79218,90.76955 23.79218,90.76955 53.20782,17.23045 53.20782,17.23045 23.79218))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chazara",
 "Year 1000-2025"
 ]
}

 The dataset includes 352 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021641-251120083545085/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.30760178
title: <i>Allobaculum stercoricanis</i>后生物源通过调控FXR/TLR4/NF-κB信号通路，缓解由右旋糖酐硫酸钠（DSS）诱发的结肠炎

description: 炎症性肠病（IBD）是一种慢性肠道疾病，已成为全球重要的公共卫生问题。后生物元的治疗潜力归因于其细菌或代谢成分，独立于微生物的生存能力，在生物安全和重复性方面具有优势。该策略在缓解IBD症状方面展现出显著潜力。在研究中，我们证明了活的<i>斯特科里卡尼斯（Allobaculum Stercoricanis</i> （<i>称A. stercoricanis</i>）细菌及其后生物源、灭活细菌后生物源和离心发酵上清液，有效缓解了由右旋糖酐硫酸钠（DSS）诱发的结肠炎。微生物组和血清代谢组学表明，活<i>的A. stercoricanis</i>及其后生物源可能通过调节胆汁酸代谢和Toll样受体信号通路对IBD产生益处。通过后生物代谢组学、网络药理学、分子结合和分子动力学模拟进一步研究，发现α-盐酸（α-MCA）是 <i>. stercoricanis</i> postbiotics的关键功能代谢物，主要靶点为法尼松X受体（FXR）。我们提出α-MCA激活FXR，从而抑制TLR4/NF-κB信号通路，从而减少促炎细胞因子如IL-6、IL-1β和TNF-α的分泌，同时抑制M1巨噬细胞极化，最终缓解肠道炎症。这些发现为基于后生物源的炎症性肠病治疗策略的发展提供了新见解。
DOI: 10.6084/m9.figshare.30760178.v1
title: <i>Allobaculum stercoricanis</i>后生物源通过调控FXR/TLR4/NF-κB信号通路，缓解由右旋糖酐硫酸钠（DSS）诱发的结肠炎

description: 炎症性肠病（IBD）是一种慢性肠道疾病，已成为全球重要的公共卫生问题。后生物元的治疗潜力归因于其细菌或代谢成分，独立于微生物的生存能力，在生物安全和重复性方面具有优势。该策略在缓解IBD症状方面展现出显著潜力。在研究中，我们证明了活的<i>斯特科里卡尼斯（Allobaculum Stercoricanis</i> （<i>称A. stercoricanis</i>）细菌及其后生物源、灭活细菌后生物源和离心发酵上清液，有效缓解了由右旋糖酐硫酸钠（DSS）诱发的结肠炎。微生物组和血清代谢组学表明，活<i>的A. stercoricanis</i>及其后生物源可能通过调节胆汁酸代谢和Toll样受体信号通路对IBD产生益处。通过后生物代谢组学、网络药理学、分子结合和分子动力学模拟进一步研究，发现α-盐酸（α-MCA）是 <i>. stercoricanis</i> postbiotics的关键功能代谢物，主要靶点为法尼松X受体（FXR）。我们提出α-MCA激活FXR，从而抑制TLR4/NF-κB信号通路，从而减少促炎细胞因子如IL-6、IL-1β和TNF-α的分泌，同时抑制M1巨噬细胞极化，最终缓解肠道炎症。这些发现为基于后生物源的炎症性肠病治疗策略的发展提供了新见解。
DOI: 10.15468/dl.tq5gpc
title: Occurrence Download

description: A dataset containing 23640 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Coleoptera",
 "Year 1981-2020"
 ]
}

 The dataset includes 23640 records from 490 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021643-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25820/data.007305
title: Dataset for Significant Metabolic Alterations in Mouse Dams Exposed to an Environmental Mixture of Polychlorinated Biphenyls (PCBs) During Gestation and Lactation: Insights into PCB and Metabolite Profiles

description: Polychlorinated biphenyls (PCBs) and their metabolites are linked to developmental neurotoxicity, but their levels in the gestational and lactational environment remain unexplored. This study investigated the effects of dietary exposure to the Fox River Mixture (FRM) on serum levels of PCBs and their metabolites in female C57BL/6J mice. The mice were exposed to 0, 0.1, 1, and 6 mg/kg body weight of FRM beginning two weeks before mating and throughout gestation and lactation. Serum samples from the dams were analyzed using gas chromatography-mass spectrometry (GC-MS/MS) and liquid chromatography-high resolution mass spectrometry (LC-HRMS). This dataset includes the data from the targeted analysis of PCBs and OH-PCBs by GC-MS-MS, untargeted analysis of polar PCB metabolites with negative mode LC-HRMS, the quality assurance and quality control data, and the corresponding raw data acquired by GC-MS-MS and LC-HRMS.
DOI: 10.15468/dl.y2fwz7
title: Occurrence Download

description: A dataset containing 341 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((17.23045 23.79218,90.76955 23.79218,90.76955 53.20782,17.23045 53.20782,17.23045 23.79218))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chazara",
 "Year 1901-2025"
 ]
}

 The dataset includes 341 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021644-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q9db22
title: Occurrence Download

description: A dataset containing 12698 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Nonnula"
 ]
}

 The dataset includes 12698 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021645-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yv8guh
title: Occurrence Download

description: A dataset containing 6804 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Helix lucorum"
 ]
}

 The dataset includes 6804 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021646-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnq8pm
title: Occurrence Download

description: A dataset containing 63236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Nystalus"
 ]
}

 The dataset includes 63236 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021628-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9836t5
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Türkiye",
 "TaxonKey is Chamaeleo chamaeleon"
 ]
}

 The dataset includes 178 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021648-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gukx4k
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Türkiye",
 "TaxonKey is Chilocorus bipustulatus"
 ]
}

 The dataset includes 85 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021650-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.j00141.00027
title: Data of "Design and Practice of a Blended In-Class and Out-of-Class Teaching Model for Structural Mechanics"
title: 《结构力学课内-课外混合式教学模式设计与实践》数据

description: Student grades and questionnaire feedback in the process of teaching and research
description: Student grades and questionnaire feedback in the process of teaching and research
DOI: 10.57760/sciencedb.j00141.00023
title: A dataset for solving stress in three-point curved beam photoelastic experiments based on cubic spline interpolation method
title: 基于三次样条插值法的三点弯梁光弹实验应力求解数据集

description: To avoid the lengthy structure of the article and the core information being overwhelmed by redundant expressions, the article did not conduct a detailed analysis of the experimental data processing section. Here, a thorough analysis and discussion are conducted on the experimental data processing link designed in the article on solving the stress of the three-point curved beam photoelastic experiment based on cubic spline interpolation method. At the same time, specific data for theoretical solutions and numerical solutions are provided. Describe in full the entire process from photoelastic experiments to comparative verification and finally to the writing of the thesis
description: To avoid the lengthy structure of the article and the core information being overwhelmed by redundant expressions, the article did not conduct a detailed analysis of the experimental data processing section. Here, a thorough analysis and discussion are conducted on the experimental data processing link designed in the article on solving the stress of the three-point curved beam photoelastic experiment based on cubic spline interpolation method. At the same time, specific data for theoretical solutions and numerical solutions are provided. Describe in full the entire process from photoelastic experiments to comparative verification and finally to the writing of the thesis
DOI: 10.15468/dl.nt2zmt
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Gymnopis syntrema"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021652-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17779004
title: Regional Potential and Friction for technological diversification: A Machine Learning Frontier approach
DOI: 10.5281/zenodo.17779005
title: Regional Potential and Friction for technological diversification: A Machine Learning Frontier approach
DOI: 10.15468/dl.6wxpke
title: Occurrence Download

description: A dataset containing 2219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus brutia"
 ]
}

 The dataset includes 2219 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021654-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nk9ykz
title: Occurrence Download

description: A dataset containing 693 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Monochamus alternatus"
 ]
}

 The dataset includes 693 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021655-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25959/bhct-dd51
title: Distribution of Eastern Indian Ocean pygmy blue whales and potential impacts of offshore wind developments
DOI: 10.5281/zenodo.17786010
title: БОЛАЛАРДА ЭРТА КАРИЕСНИ ОЛДИНИ ОЛИШДА ПРОБИОТИКЛАР ҚЎЛЛАНИЛИШИ
DOI: 10.5281/zenodo.17786009
title: БОЛАЛАРДА ЭРТА КАРИЕСНИ ОЛДИНИ ОЛИШДА ПРОБИОТИКЛАР ҚЎЛЛАНИЛИШИ
DOI: 10.5281/zenodo.14607253
title: Fungal Spore Counts and Environmental Data collected from BioScout Sensors and Surviellence Network 2024-03-19 to 2025-12-02

description: Overview:

This dataset contains daily spore counts, and spore concentration (spores normalised per cubed metre of air) for each bioscout device in the BioScout x GRDC spore monitoring network. Please visit https://www.bioscout.com.au/grdc if would like access to the network to see the network in real-time.

There is also anonymised device location data to understand the regionality of disease pressure over time.

 

Column Descriptions:




Column Name
Description




spore_concentration

This is the concentration of spores per metre cubed of air sampled for that days' sample. The BioScout SporeScout samplers have a flow metre to measure how much air is taken into the unit in order to better calculate the 'normalised' concentration fo spores between different samples. Each sample may consist of different lengths of time and volumes of air depending on location, the target air particulates to sample, and other environmental impacts that change the optimal sampling period the devices are configured for.




spore_count

The absolute count of observed spores for that particular sample, this doesn't take into account sampling time, it simply sums the total number of spores identified.




date

The date the sample represents.


 

device_name

The device name seen in the grdc network when logging into BioScout.




longitude

The anonymised longitude of the device, these values are relative to the locations of the device but have been obfuscated to help protect property owners.




latitude

The anonymised latitude of the device, these values are relative to the locations of the device but have been obfuscated to help protect property owners.




spore_name

The name of the spore / disease being monitored for this particular count and concentration value.
DOI: 10.5281/zenodo.17785477
title: Fungal Spore Counts and Environmental Data collected from BioScout Sensors and Surviellence Network 2024-03-19 to 2025-12-02

description: Overview:

This dataset contains daily spore counts, and spore concentration (spores normalised per cubed metre of air) for each bioscout device in the BioScout x GRDC spore monitoring network. Please visit https://www.bioscout.com.au/grdc if would like access to the network to see the network in real-time.

There is also anonymised device location data to understand the regionality of disease pressure over time.

 

Column Descriptions:




Column Name
Description




spore_concentration

This is the concentration of spores per metre cubed of air sampled for that days' sample. The BioScout SporeScout samplers have a flow metre to measure how much air is taken into the unit in order to better calculate the 'normalised' concentration fo spores between different samples. Each sample may consist of different lengths of time and volumes of air depending on location, the target air particulates to sample, and other environmental impacts that change the optimal sampling period the devices are configured for.




spore_count

The absolute count of observed spores for that particular sample, this doesn't take into account sampling time, it simply sums the total number of spores identified.




date

The date the sample represents.


 

device_name

The device name seen in the grdc network when logging into BioScout.




longitude

The anonymised longitude of the device, these values are relative to the locations of the device but have been obfuscated to help protect property owners.




latitude

The anonymised latitude of the device, these values are relative to the locations of the device but have been obfuscated to help protect property owners.




spore_name

The name of the spore / disease being monitored for this particular count and concentration value.
DOI: 10.15468/dl.ujh89c
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Türkiye",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "TaxonKey is Carpobrotus edulis",
 "Year 2018-2025"
 ]
}

 The dataset includes 87 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021656-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17785989
title: SARS-CoV-2 Infektionen in Deutschland

description: Im Datensatz "SARS-CoV-2 Infektionen in Deutschland" des Robert Koch-Instituts werden die Daten basierend auf Meldungen zu SARS-CoV-2 Infektionen nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Darin enthalten sind Informationen auf Landkreisebene zu bestätigten Infektionen, Todesfällen und Genesungen, differenziert nach Altersgruppen und Geschlecht. Diese Daten dienen als Grundlage für epidemiologische Bewertungen und gesundheitspolitische Maßnahmen.
DOI: 10.15468/dl.e75wu2
title: Occurrence Download

description: A dataset containing 522 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Türkiye",
 "TaxonKey is Pinus brutia"
 ]
}

 The dataset includes 522 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021657-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17786030
title: PROBIOTIKLAR YORDAMIDA VAGINAL MIKROFLORANI TIKLASHNING MIKROBIOLOGIK USULLARI
DOI: 10.5281/zenodo.17786031
title: PROBIOTIKLAR YORDAMIDA VAGINAL MIKROFLORANI TIKLASHNING MIKROBIOLOGIK USULLARI
DOI: 10.5281/zenodo.17785924
title: Minimal Dataset for Small UAV Detection in "A Lightweight Multi-Module Collaborative Optimization  Framework for Detecting Small UAVs in Anti-UAV System"
DOI: 10.5281/zenodo.17785925
title: Minimal Dataset for Small UAV Detection in "A Lightweight Multi-Module Collaborative Optimization  Framework for Detecting Small UAVs in Anti-UAV System"
DOI: 10.15468/dl.x2gpxu
title: Occurrence Download

description: A dataset containing 659977 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Türkiye",
 "Year 2024-2025"
 ]
}

 The dataset includes 659977 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021636-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.