cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4y7n5m
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senecio vulgaris",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 188 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040002-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9x8rsb
title: Occurrence Download

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

 The dataset includes 248 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040003-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qr79tb
title: Occurrence Download

description: A dataset containing 1505 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senecio vulgaris",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1505 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040004-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bf37cs
title: Occurrence Download

description: A dataset containing 4790 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alosa chrysochloris",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4790 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040005-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hvz2b3
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senecio vulgaris",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 90 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040006-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8r7ks7
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040007-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2t33t
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senecio vulgaris",
 "Country is Jamaica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040008-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84f3hf
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Oceania",
 "Country is Papua New Guinea",
 "TaxonKey is Indotyphlops braminus"
 ]
}

 The dataset includes 164 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040010-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wyh9a6
title: Occurrence Download

description: A dataset containing 13370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pseudasthenes humicola",
 "Year 1970-2025"
 ]
}

 The dataset includes 13370 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040012-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kk2evq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senecio vulgaris",
 "Country is Korea (Democratic People’s Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040014-250811113504898/datasets/export for details.
DOI: 10.5281/zenodo.16936928
title: A Comprehensive BLE-Compliant Dataset for Indoor Positioning Systems

description: A Comprehensive BLE-Compliant Dataset for Indoor Positioning Systems

This repository provides access to a dataset for indoor positioning systems (IPS). It includes measurements of Angle of Arrival (AoA), IQ data, and RSSI, along with both the real and estimated positions of a BLE transmitter. The data was collected in a 10×8 meter room with obstacles and seven anchors.

Transmitters were tested under various conditions—both inside and outside personal protective equipment (PPE), including different anchor orientations, numbers of transmitters, calibration setups, and both static and dynamic scenarios. The goal is to support the development of robust IPS algorithms suitable for safety and complex environments. Anchors from multiple manufacturers were used to enable a detailed comparison of hardware performance under consistent test conditions.

Details about the dataset can be found in the article: A. Fabris, O. K. Rayel, J.L. Rebelatto, G.L. Moritz, M.E.P. Monteiro, and G.S. Peron, "A Comprehensive BLE-Compliant Dataset for Indoor Positioning Systems".
DOI: 10.5281/zenodo.16741059
title: A Comprehensive BLE-Compliant Dataset for Indoor Positioning Systems

description: A Comprehensive BLE-Compliant Dataset for Indoor Positioning Systems

This repository provides access to a dataset for indoor positioning systems (IPS). It includes measurements of Angle of Arrival (AoA), IQ data, and RSSI, along with both the real and estimated positions of a BLE transmitter. The data was collected in a 10×8 meter room with obstacles and seven anchors.

Transmitters were tested under various conditions—both inside and outside personal protective equipment (PPE), including different anchor orientations, numbers of transmitters, calibration setups, and both static and dynamic scenarios. The goal is to support the development of robust IPS algorithms suitable for safety and complex environments. Anchors from multiple manufacturers were used to enable a detailed comparison of hardware performance under consistent test conditions.

Details about the dataset can be found in the article: A. Fabris, O. K. Rayel, J.L. Rebelatto, G.L. Moritz, M.E.P. Monteiro, and G.S. Peron, "A Comprehensive BLE-Compliant Dataset for Indoor Positioning Systems".
DOI: 10.15468/dl.qr2fxk
title: Occurrence Download

description: A dataset containing 1229 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senecio vulgaris",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1229 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040013-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.695tvz
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senecio vulgaris",
 "Country is Kyrgyzstan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040015-250811113504898/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.29975656
title: Emission of carbon

description: carbon emission from soil surface
DOI: 10.6084/m9.figshare.29975656.v1
title: Emission of carbon

description: carbon emission from soil surface
DOI: 10.15468/dl.rkrh2a
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Oceania",
 "Country is New Caledonia",
 "TaxonKey is Indotyphlops braminus"
 ]
}

 The dataset includes 125 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040017-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bq6zrc
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senecio vulgaris",
 "Country is Uzbekistan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040020-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eqd46g
title: Occurrence Download

description: A dataset containing 472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senecio vulgaris",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 472 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040018-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6edtrv
title: Occurrence Download

description: A dataset containing 423 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senecio vulgaris",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 423 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040019-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ubftnd
title: Occurrence Download

description: A dataset containing 373986 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "Country is one of (United States of America, United States Minor Outlying Islands, American Samoa, Micronesia (Federated States of), Guam, Marshall Islands, Northern Mariana Islands, Puerto Rico, Palau, Virgin Islands (U.S.))",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 },
 "DatasetKey is one of (Odonata Central)"
 ]
}

 The dataset includes 373986 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040009-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujek5n
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040021-250811113504898/datasets/export for details.
DOI: 10.15468/dl.afrhnw
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Oceania",
 "Country is Guam",
 "TaxonKey is Indotyphlops braminus"
 ]
}

 The dataset includes 97 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040022-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9827a7
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silybum marianum",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 102 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040024-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cc5j86
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Oceania",
 "Country is Northern Mariana Islands",
 "TaxonKey is Indotyphlops braminus"
 ]
}

 The dataset includes 54 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040025-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33mpxe
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silybum marianum",
 "Country is Armenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040026-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sv2ueb
title: Occurrence Download

description: A dataset containing 5603 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silybum marianum",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5603 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040027-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjpdu3
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Oceania",
 "Country is Vanuatu",
 "TaxonKey is Indotyphlops braminus"
 ]
}

 The dataset includes 36 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040028-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/nsh2-n777
title: "RGB-P Wild"

description: "We present a large-scale RGB-polarization image dataset, named RGB-P Wild, which is captured in real-world scenarios. Our dataset comprises 10,000 image sets, with each set consisting of one conventional RGB image paired with four polarization images captured at different angles (0\u00b0, 45\u00b0, 90\u00b0, and 135\u00b0). Compared with existing polarization datasets, our dataset significantly enhances both data authenticity and diversity by incorporating various scenes with different objects and lighting conditions."
DOI: 10.5519/qd.jyxsr7vq
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.15468/dl.5fn3fq
title: Occurrence Download

description: A dataset containing 1994 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pseudasthenes patagonica",
 "Year 1970-2025"
 ]
}

 The dataset includes 1994 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040029-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p994du
title: Occurrence Download

description: A dataset containing 332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silybum marianum",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 332 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040031-250811113504898/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/12812514
title: Prompt2MusicBench
DOI: 10.15468/dl.596eav
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silybum marianum",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040033-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ddjxp
title: Occurrence Download

description: A dataset containing 2558 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silybum marianum",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2558 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040032-250811113504898/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.28306616
title: Data Repository for Béchade et al. (2025). Species-specific bacterial associations emerge from stochastically assembled microbiomes in Northeastern American fireflies.

description: SHARING/ACCESS INFORMATIONRecommended citation for this repository: cite directly the published scientific article when available (Béchade et al. (2025), Species-specific bacterial associations emerge from stochastically assembled microbiomes in Northeastern American fireflies. <i>Journal</i>.).<br>DATA & FILE OVERVIEW (14 datasets)<br>REPOSITORY. Script for Bechade et al. firefly microbiome article.R: Complete R script used to process and analyze qPCR and sequencing data.REPOSITORY. Input data for R.rar: Input and intermediate files for data analysis in R.REPOSITORY. firefly_non-rarefied_otutable.csv: OTU table from <i>phyloseq</i> sequencing data analysis, including non-rarefied counts.REPOSITORY. firefly_rarefied_otutable.csv: OTU table from <i>phyloseq</i> sequencing data analysis, including rarefied counts at 30,000 reads.REPOSITORY. Rarefaction curves.pdf: Rarefaction curves.REPOSITORY. firefly16S_taxonomy_with_seqs.xlsx: Taxonomy table from <i>phyloseq</i> sequencing data analysis, including taxonomic classification of all sequenced variants and fasta sequences.REPOSITORY. contaminants.decontam.xlsx: Taxonomy table from <i>phyloseq</i> sequencing data analysis for variants classified as contaminant by our <i>decontam</i> run, including taxonomic classification of all sequenced reads and fasta sequences.REPOSITORY. Contaminant analysis 2.pdf: Examples of variants classified as contaminants or not based on the <i>decontam</i> frequency method.REPOSITORY. Percent reads retained, sequence length, and and distribution of sequencing depth 2.pdf: Information on the proportion of reads retained through quality filtering, length of sequences, and read depth.REPOSITORY. Multiple sequence alignments.rar: All 10 alignments used to build phylogenetic trees.REPOSITORY. Wolbachia multi-locus backbone tree.pdf: Full multi-locus, backbone <i>Wolbachia </i>phylogenetic tree.REPOSITORY. Serratia 6-locus and auto-MLST trees.pdf: Full 6-locus and auto-MLST <i>Serratia</i><i> </i>phylogenetic tree.REPOSITORY. iNaturalist Pn. corruscus observations - 01-24-2025.xlsx: All observations of <i>Photinus corruscus</i> reported on iNaturalist, including tagged observations showing mating specimens in relevant states and years to our study.REPOSITORY. Specimen pictures.rar: Photos of insect specimens.
DOI: 10.6084/m9.figshare.28306616.v1
title: Data Repository for Béchade et al. (2025). Species-specific bacterial associations emerge from stochastically assembled microbiomes in Northeastern American fireflies.

description: SHARING/ACCESS INFORMATIONRecommended citation for this repository: cite directly the published scientific article when available (Béchade et al. (2025), Species-specific bacterial associations emerge from stochastically assembled microbiomes in Northeastern American fireflies. <i>Journal</i>.).<br>DATA & FILE OVERVIEW (14 datasets)<br>REPOSITORY. Script for Bechade et al. firefly microbiome article.R: Complete R script used to process and analyze qPCR and sequencing data.REPOSITORY. Input data for R.rar: Input and intermediate files for data analysis in R.REPOSITORY. firefly_non-rarefied_otutable.csv: OTU table from <i>phyloseq</i> sequencing data analysis, including non-rarefied counts.REPOSITORY. firefly_rarefied_otutable.csv: OTU table from <i>phyloseq</i> sequencing data analysis, including rarefied counts at 30,000 reads.REPOSITORY. Rarefaction curves.pdf: Rarefaction curves.REPOSITORY. firefly16S_taxonomy_with_seqs.xlsx: Taxonomy table from <i>phyloseq</i> sequencing data analysis, including taxonomic classification of all sequenced variants and fasta sequences.REPOSITORY. contaminants.decontam.xlsx: Taxonomy table from <i>phyloseq</i> sequencing data analysis for variants classified as contaminant by our <i>decontam</i> run, including taxonomic classification of all sequenced reads and fasta sequences.REPOSITORY. Contaminant analysis 2.pdf: Examples of variants classified as contaminants or not based on the <i>decontam</i> frequency method.REPOSITORY. Percent reads retained, sequence length, and and distribution of sequencing depth 2.pdf: Information on the proportion of reads retained through quality filtering, length of sequences, and read depth.REPOSITORY. Multiple sequence alignments.rar: All 10 alignments used to build phylogenetic trees.REPOSITORY. Wolbachia multi-locus backbone tree.pdf: Full multi-locus, backbone <i>Wolbachia </i>phylogenetic tree.REPOSITORY. Serratia 6-locus and auto-MLST trees.pdf: Full 6-locus and auto-MLST <i>Serratia</i><i> </i>phylogenetic tree.REPOSITORY. iNaturalist Pn. corruscus observations - 01-24-2025.xlsx: All observations of <i>Photinus corruscus</i> reported on iNaturalist, including tagged observations showing mating specimens in relevant states and years to our study.REPOSITORY. Specimen pictures.rar: Photos of insect specimens.
DOI: 10.34740/kaggle/dsv/12855086
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.4ye6bj
title: Occurrence Download

description: A dataset containing 329 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silybum marianum",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 329 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040036-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.