cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.d84bdz
title: Occurrence Download

description: A dataset containing 833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-105.734705 35.169030, -105.768126 35.210208, -105.821463 35.210208, -105.788024 35.169030, -105.734705 35.169030))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 833 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043744-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hk85jd
title: Occurrence Download

description: A dataset containing 2833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Canada",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pinus sylvestris"
 ]
}

 The dataset includes 2833 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043747-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3xaacx
title: Occurrence Download

description: A dataset containing 72157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to -0.914722",
 "DecimalLatitude is less than or equal to 4.085278",
 "DecimalLongitude is greater than or equal to -60.0",
 "DecimalLongitude is less than or equal to -55.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 72157 records from 180 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043711-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q3nemb
title: Occurrence Download

description: A dataset containing 827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Luthrodes pandava",
 "Year 2005-2024"
 ]
}

 The dataset includes 827 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043750-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m55jra
title: Occurrence Download

description: A dataset containing 36935 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Hippoglossus stenolepis"
 ]
}

 The dataset includes 36935 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043749-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17875859
title: Evaluation of Optimal Pooling Strategies for Mpox virus Genomic Surveillance Using the Illumina Viral Surveillance Panel on the iSeq100 Platform in Outbreak Settings

description: Genomic surveillance is essential for outbreak control and pathogen intelligence, yet protocols such as the Illumina Viral Surveillance Panel (VSP) remain under-evaluated in low-resource and mobile laboratory settings. A key operational question is whether sample pooling can extend throughput without undermining enrichment yield, genome coverage, variant resolution or assembly quality, all of which are essential for genomic surveillance. Using Mpox virus (MPXV) positive clinical specimens collected during the 2024 outbreak in Burundi, we assessed the impact of pooling 3, 6, 9 and 15 samples per hybrid-capture reaction on viral enrichment yield, genome coverage, sequencing depth, variant resolution, detection sensitivity and assembly quality with the Illumina iSeq100 platform. The standard three-sample protocol yielded optimal performance across most parameters. However, pools of six samples maintained high genome coverage (≥90% at 10×), robust enrichment and reliable variant resolution, demonstrating that pooling up to six samples can preserve data quality for genomic surveillance and lineage tracking. In contrast, pools of nine or more showed marked performance losses, particularly for high Ct specimens, with reduced enrichment yield, genome completeness and variant sensitivity. Despite these limitations, viral identification remained robust even at higher pooling levels up to fifteen. Overall, our evaluation shows that multiplexing beyond three samples can balance cost-efficiency and genomic fidelity in resource-limited settings using the VSP/iSeq100 workflow. These insights support a tiered pooling strategy and provide a basis for adaptive genomic surveillance tailored to different outbreak response needs.
DOI: 10.15468/dl.swtgcw
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eunoe abyssorum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043752-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17875858
title: Evaluation of Optimal Pooling Strategies for Mpox virus Genomic Surveillance Using the Illumina Viral Surveillance Panel on the iSeq100 Platform in Outbreak Settings

description: Genomic surveillance is essential for outbreak control and pathogen intelligence, yet protocols such as the Illumina Viral Surveillance Panel (VSP) remain under-evaluated in low-resource and mobile laboratory settings. A key operational question is whether sample pooling can extend throughput without undermining enrichment yield, genome coverage, variant resolution or assembly quality, all of which are essential for genomic surveillance. Using Mpox virus (MPXV) positive clinical specimens collected during the 2024 outbreak in Burundi, we assessed the impact of pooling 3, 6, 9 and 15 samples per hybrid-capture reaction on viral enrichment yield, genome coverage, sequencing depth, variant resolution, detection sensitivity and assembly quality with the Illumina iSeq100 platform. The standard three-sample protocol yielded optimal performance across most parameters. However, pools of six samples maintained high genome coverage (≥90% at 10×), robust enrichment and reliable variant resolution, demonstrating that pooling up to six samples can preserve data quality for genomic surveillance and lineage tracking. In contrast, pools of nine or more showed marked performance losses, particularly for high Ct specimens, with reduced enrichment yield, genome completeness and variant sensitivity. Despite these limitations, viral identification remained robust even at higher pooling levels up to fifteen. Overall, our evaluation shows that multiplexing beyond three samples can balance cost-efficiency and genomic fidelity in resource-limited settings using the VSP/iSeq100 workflow. These insights support a tiered pooling strategy and provide a basis for adaptive genomic surveillance tailored to different outbreak response needs.
DOI: 10.15468/dl.mxxwce
title: Occurrence Download

description: A dataset containing 624 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-104.999366 35.144058, -105.036200 35.189795, -105.095439 35.189795, -105.058585 35.144058, -104.999366 35.144058))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 624 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043753-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecr9qh
title: Occurrence Download

description: A dataset containing 1156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tripogonella minima",
 "Continent is Africa"
 ]
}

 The dataset includes 1156 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043751-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14085195
title: Hydrogen Multi-Energy System
DOI: 10.15468/dl.c8bftq
title: Occurrence Download

description: A dataset containing 267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-103.609319 35.178428, -103.648040 35.227088, -103.711072 35.227088, -103.672328 35.178428, -103.609319 35.178428))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 267 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043755-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgtj3b
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eunoe brunnea",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 29 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043754-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czk42x
title: Occurrence Download

description: A dataset containing 761 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tristachya superba",
 "Continent is Africa"
 ]
}

 The dataset includes 761 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043756-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3k78w
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eunoe hartmanae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043757-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atxkwq
title: Occurrence Download

description: A dataset containing 1434 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triumfetta pentandra",
 "Continent is Africa"
 ]
}

 The dataset includes 1434 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043758-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.326kf9
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-103.516683 35.153113, -103.548050 35.192614, -103.599211 35.192614, -103.567828 35.153113, -103.516683 35.153113))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 147 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043759-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbrzts
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Essigella californica"
 ]
}

 The dataset's 3 records were derived from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043746-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17823806
title: Raw data for "First record of the red alga Incendia (Peyssonneliales) for Micronesia, including the description of eight new species"

description: Raw molecular data (e.g., alignments, trees, distance matrices, species delimitation outputs) generated and analyzed for the manuscript titled "First record of the red alga Incendia (Peyssonneliales) for Micronesia, including the description of eight new species".

The uploaded data includes the following:



Incendia COI-5P and rbcL alignments (.fasta files)

Distance matrices for both genes (.csv files)

Evolutionary model selection results (.txt files) for both gene alignments

Maximum likelihood and Bayesian inference phylogenetic trees for both gene alignments (.newick files with branch support values)

Histograms (.svg files) and partitions (.txt files) generated from automatic barcode gap discovery (ABGD) of both COI-5P and rbcL 

Groups (.svg files), histograms (.svg files) and partitions (.txt files) generated from assemble species by automatic partitioning (ASAP) of both COI-5P and rbcL

Partitioned trees (.svg files) and partitions (.txt files) obtained from Poisson tree processes (PTP) analyses of both COI-5P and rbcL
DOI: 10.5281/zenodo.17823807
title: Raw data for "First record of the red alga Incendia (Peyssonneliales) for Micronesia, including the description of eight new species"

description: Raw molecular data (e.g., alignments, trees, distance matrices, species delimitation outputs) generated and analyzed for the manuscript titled "First record of the red alga Incendia (Peyssonneliales) for Micronesia, including the description of eight new species".

The uploaded data includes the following:



Incendia COI-5P and rbcL alignments (.fasta files)

Distance matrices for both genes (.csv files)

Evolutionary model selection results (.txt files) for both gene alignments

Maximum likelihood and Bayesian inference phylogenetic trees for both gene alignments (.newick files with branch support values)

Histograms (.svg files) and partitions (.txt files) generated from automatic barcode gap discovery (ABGD) of both COI-5P and rbcL 

Groups (.svg files), histograms (.svg files) and partitions (.txt files) generated from assemble species by automatic partitioning (ASAP) of both COI-5P and rbcL

Partitioned trees (.svg files) and partitions (.txt files) obtained from Poisson tree processes (PTP) analyses of both COI-5P and rbcL
DOI: 10.15468/dl.eez8ew
title: Occurrence Download

description: A dataset containing 884 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Papilio polytes",
 "Year 2005-2024"
 ]
}

 The dataset includes 884 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043760-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ny3qyw
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eunoe iphionoides",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043762-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qsrpdw
title: Occurrence Download

description: A dataset containing 337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triumfetta setulosa",
 "Continent is Africa"
 ]
}

 The dataset includes 337 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043761-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17874592
title: A Frequency-Domain Parameter-Reduction Framework for Bayesian Coseismic Slip Inversion: Application to the 1973 Ms 7.5 Luhuo (China) Earthquake: Codes and Data

description: Thess files corresponds to the frequency-domain parameter sampling mentioned in the paper "A Frequency-Domain Parameter-Reduction Framework for Bayesian Coseismic Slip Inversion: Application to the 1973 Ms 7.5 Luhuo (China) Earthquake."

The "codes" folder contains an example of the method mentioned in this paper.

The "data.xslx" file is the original data used for the distribution of coseismic sliding in the Lohuo earthquake.

The "prefer_model.txt" file contains the best results of the inversion for the coseismic rupture of the Ruhuo earthquake.
DOI: 10.5281/zenodo.17874593
title: A Frequency-Domain Parameter-Reduction Framework for Bayesian Coseismic Slip Inversion: Application to the 1973 Ms 7.5 Luhuo (China) Earthquake: Codes and Data

description: Thess files corresponds to the frequency-domain parameter sampling mentioned in the paper "A Frequency-Domain Parameter-Reduction Framework for Bayesian Coseismic Slip Inversion: Application to the 1973 Ms 7.5 Luhuo (China) Earthquake."

The "codes" folder contains an example of the method mentioned in this paper.

The "data.xslx" file is the original data used for the distribution of coseismic sliding in the Lohuo earthquake.

The "prefer_model.txt" file contains the best results of the inversion for the coseismic rupture of the Ruhuo earthquake.
DOI: 10.15468/dl.zazuzj
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-102.956951 35.162354, -102.990880 35.205294, -103.046497 35.205294, -103.012550 35.162354, -102.956951 35.162354))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 140 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043763-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tuxuqy
title: Occurrence Download

description: A dataset containing 724 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pieris rapae",
 "Year 2005-2024"
 ]
}

 The dataset includes 724 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043764-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/d2dvji
title: Replication Package for: "The Cost of Regulatory Compliance in the United States"

description: Replication code and pseudo data for "The Cost of Regulatory Compliance in the United States"
DOI: 10.15468/dl.82pyj3
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gorekia crassicirris",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 102 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043766-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dbvpsn
title: Occurrence Download

description: A dataset containing 687 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trochomeria macrocarpa",
 "Continent is Africa"
 ]
}

 The dataset includes 687 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043767-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13842429
title: Saelarien Identity Corpus v1
DOI: 10.57760/sciencedb.27784
title: Data for manuscript "Spin selectivity of photoinduced electron transfer in the chiral bridged donor-acceptor system"
title: Data for manuscript "Spin selectivity of photoinduced electron transfer in the chiral bridged donor-acceptor system"

description: This data set contains all the figure results of manuscript "Spin selectivity of photoinduced electron transfer in the chiral bridged donor-acceptor system". This manuscript proposed the model to explain the newly reported experimental phenomenon of the spin selectivity in the photoexcited donor-chiral bridge-acceptor molecule.
description: This data set contains all the figure results of manuscript "Spin selectivity of photoinduced electron transfer in the chiral bridged donor-acceptor system". This manuscript proposed the model to explain the newly reported experimental phenomenon of the spin selectivity in the photoexcited donor-chiral bridge-acceptor molecule.
DOI: 10.15468/dl.dpjj83
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((96.90511 20.56205,124.09489 20.56205,124.09489 31.43795,96.90511 31.43795,96.90511 20.56205))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Neilupotamon xinganense"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043768-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.29970
title: Simulated lobster-eye soft X-ray image dataset for magnetopause boundary detection based on depth image prior model
title: 基于深度图像先验模型的磁层顶边界检测模拟龙虾眼软X射线图像数据集

description: This dataset contains representative magnetohydrodynamic (MHD) simulation images under different solar wind number densities (e.g., N = 10, 15, 20 cm⁻³), along with corresponding imaging data. Specifically, it includes typical MHD images, 300 s exposure Soft X-ray Imager (SXI) simulated observations, images after vignetting correction, filtered images, and results processed using the Deep Image Prior (DIP) method. The dataset is intended to support research on soft X-ray imaging of the Earth’s magnetosphere, including image processing, inversion, and analysis studies.
description: This dataset contains representative magnetohydrodynamic (MHD) simulation images under different solar wind number densities (e.g., N = 10, 15, 20 cm⁻³), along with corresponding imaging data. Specifically, it includes typical MHD images, 300 s exposure Soft X-ray Imager (SXI) simulated observations, images after vignetting correction, filtered images, and results processed using the Deep Image Prior (DIP) method. The dataset is intended to support research on soft X-ray imaging of the Earth’s magnetosphere, including image processing, inversion, and analysis studies.
DOI: 10.34740/kaggle/dsv/14085308
title: Peer-to-Peer Boliviano (BOB) Exchange Data