cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.7637204.v2
title: Deciphering DMET genetic data: comprehensive assessment of Northwestern Han, Tibetan, Uyghur populations and their comparison to eleven 1000 genome populations

description: We investigated the allele frequencies of drug absorption, distribution, metabolism and elimination (ADME)-related drug-metabolizing enzymes and transporters (DMET) genes in the Northwestern Han, Tibetan and Uyghur populations and compared the related genes in these three populations with those in eleven 1000 Genome populations. We examined 1936 single nucleotide polymorphisms of 225 DMET genes involved in ADME processes and found 732, 679 and 804 sites were polymorphic in Han, Tibetan and Uyghur. Tibetan differed from Han in only four sites (<i>p</i> &lt; .05), whereas Uyghur differed from Han and Tibetan in 24 and 21 sites, respectively (<i>p</i> &lt; .05). The distributions of 1058 genotyping data of 245 individuals from Han, Tibetan and Uyghur were compared with 1207 other individuals from the eleven 1000 Genomes populations. The top four populations in Han that exhibited the smallest pairwise Fst values were CHB, Tibetan, CHD and JPT; those in Tibetan were Han, CHB, Uyghur and CHD; and those in Uyghur were Han, Tibetan, GIH and CEU. MEGA results revealed that CHB, CHD, JPT, Han, Tibetan and Uyghur were grouped in cluster 1. GIH, MEX, CEU and TSI were grouped in cluster 2. MKK, ASW, LWK and YRI were grouped in cluster 3.
DOI: 10.15468/dl.m4bmfx
title: Occurrence Download

description: A dataset containing 411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material sample)",
 "OccurrenceStatus is Present",
 "PublishingOrg is 66522820-055c-11d8-b84e-b8a03c50a862",
 "StateProvince is one of (HAwaii, HawaII Archipel, Oahu eil., HawaII Archipel, Sandy Island, Hawa`i, Hawai, Hawai Archipel; Oahu, Hawai'i, Hawai'i, Hawai'i, Hawai'i, Kaua'i, Waimea District, Hawai'i, Maui Island, Hawai'i, O'ahu, Hawai'ian Islands, Maui, Hawai_i, Hawai`i, Hawaian St., Hawaii, Hawaii (State), Hawaii (夏威夷州), Hawaii ?, Hawaii Arch.; Oahu, Hawaii Archipel, Oahu, Sandy Island, Hawaii Archipel; Maui, Hawaii Archipelago, Oahu, Hawaii Archipelago, Maui, Hawaii Archipelago, Oahu; Sand Island, Hawaii Archipelago, S point of Hawaii, Hawaii Archipelago, W coast of Hawaii Island, Hawaii Archipelago; Maui, Hawaii Archipelago; Oahu, Hawaii Archipelago; W coast of Hawaii, Hawaii Argipelago; Oahu Island, Hawaii County, Volcano, grounds of the Volcano Win, Hawaii Honolulu, Hawaii Island, Hawaii Island; Punaluu, Hawaii Islands, Hawaii Islands, Ohau, Hawaii Islands; E point of Oahu, Hawaii Oahu, Hawaii State/Hawaiian Islands (HI), Hawaii Territory, Hawaii eil.; Oahu, Hawaii eil.; Oahu; nabij Waimea Bay, Hawaii is, Hawaii osariik, Hawaii saarestik, Hawaii state, Hawaii, Big Island, Hawaii, Hawai'i)",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 411 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003057-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7gugdr
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.14_1",
 "HasCoordinate is true",
 "TaxonKey is Ectemnius trifasciatus"
 ]
}

 The dataset includes 47 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003060-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xx9w4q
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Specimen)",
 "Geometry POLYGON((-124.00594 47.11753,-130.90702 29.10016,-101.63622 27.38161,-101.66868 46.90792,-124.00594 47.11753))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Infundibulicybe gibba"
 ]
}

 The dataset includes 66 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003067-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4qgb8
title: Occurrence Download

description: A dataset containing 940 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((-72.84 4.944154, -72.910523 4.938584, -72.97930599999999 4.92201, -73.044653 4.894843, -73.104952 4.857751, -73.158717 4.81165, -73.204623 4.757677, -73.241541 4.697162, -73.268564 4.631597, -73.28502899999999 4.562596, -73.290532 4.491861, -73.284943 4.421132, -73.268401 4.352151, -73.241317 4.286616, -73.204359 4.226139, -73.158439 4.172207, -73.104688 4.126149, -73.04442899999999 4.089095, -72.97914299999999 4.061958, -72.910437 4.045404, -72.84 4.03984, -72.76956300000001 4.045404, -72.700857 4.061958, -72.635571 4.089095, -72.575312 4.126149, -72.52156100000001 4.172207, -72.475641 4.226139, -72.438683 4.286616, -72.411599 4.352151, -72.39505699999999 4.421132, -72.38946799999999 4.491861, -72.394971 4.562596, -72.41143599999999 4.631597, -72.43845899999999 4.697162, -72.47537699999999 4.757677, -72.521283 4.81165, -72.575048 4.857751, -72.635347 4.894843, -72.700694 4.92201, -72.76947699999999 4.938584, -72.84 4.944154))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 940 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003062-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/19qv-5h62
title: Data used in Nimbus paper: WASP-17b
DOI: 10.6084/m9.figshare.29843204
title: DataEverglades

description: A 5-year long 10-minute resolution time series of dissolved organic and inorganic carbon (DOC and DIC) concentrations in the largest contiguous mangrove forest in North America, located within Everglades National Park. The data spans 2014 to 2019 and includes the passage of a category 3-4 hurricane in 2017. The data further contains salinity and temperature. The data is from 2 stations; one in the middle of the estuary and one towards the ocean. Outwelling fluxes can be calculated using the description in the joined paper.
DOI: 10.6084/m9.figshare.29843204.v1
title: DataEverglades

description: A 5-year long 10-minute resolution time series of dissolved organic and inorganic carbon (DOC and DIC) concentrations in the largest contiguous mangrove forest in North America, located within Everglades National Park. The data spans 2014 to 2019 and includes the passage of a category 3-4 hurricane in 2017. The data further contains salinity and temperature. The data is from 2 stations; one in the middle of the estuary and one towards the ocean. Outwelling fluxes can be calculated using the description in the joined paper.
DOI: 10.15468/dl.gk8e3u
title: Occurrence Download

description: A dataset containing 5578762 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Kenya"
 ]
}

 The dataset includes 5578762 records from 1746 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002989-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2zc98
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus arizonica Sarg.)",
 "Continent is South America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007087-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.29186084
title: MicroRNAs after cardiac arrest - Code and Data

description: Codes (R) and link to data in manuscript.
DOI: 10.6084/m9.figshare.29186084.v1
title: MicroRNAs after cardiac arrest - Code and Data

description: Codes (R) and link to data in manuscript.
DOI: 10.15468/dl.efeeny
title: Occurrence Download

description: A dataset containing 87 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.taxonkey = 2396852 OR occurrence.acceptedtaxonkey = 2396852 OR occurrence.kingdomkey = 2396852 OR occurrence.phylumkey = 2396852 OR occurrence.classkey = 2396852 OR occurrence.orderkey = 2396852 OR occurrence.familykey = 2396852 OR occurrence.genuskey = 2396852 OR occurrence.specieskey = 2396852)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 87 records were derived from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015676-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.csrj6y
title: Occurrence Download

description: A dataset containing 404228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Leptonychotes weddellii (Lesson, 1826)"
 ]
}

 The dataset includes 404228 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015678-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28828265
title: SupplementaryMaterial

description: Two main hypotheses have been proposed to explain the function of ultraviolet (UV) reflection in avian eggs. The UV resistance hypothesis suggests that high UV reflectance protects against solar exposure in open nests, whereas the egg detectability hypothesis posits that higher UV reflectance helps to stand out against the dark background of the nest, making the eggs easier for parents to locate in enclosed nests. Therefore, eggshell reflection in the UV spectrum may serve multiple, possibly even opposing forces, including UV protection and visual signaling. We tested these two hypotheses using large-scale comparative analyses of eggshell UV reflection for over 500 avian species while considering the influence of various ecological, life history, and environmental traits associated with light exposure. Likewise, although no full support was found for either of the two hypotheses, two clades—passerines and Charadriiformes—exhibited notably high levels of UV reflectance. In both clades, species with higher UV reflectance values are predominantly nesting in open nests, supporting the UV resistance hypothesis. This research contributes to a deeper understanding of the mechanisms driving UV coloration in avian eggs and unravels the interplay between life history traits potentially associated with UV reflectance in specific clades under variable nesting conditions.
DOI: 10.5281/zenodo.17595355
title: Underwater images collected by a Kite surf in Pointe-Esny, Mauritius - 2018-03-03

description: This dataset was collected by a Kite surf in Pointe-Esny, Mauritius - 2018-03-03. 

            Underwater or aerial images collected by scientists or citizens can have a wide variety of use for science, management, or conservation.
            These images can be annotated and shared to train IA models which can in turn predict the objects on the images.
            We provide a set of tools (hardware and software) to collect marine data, predict species or habitat, and provide maps.

            This dataset is part of larger collection referencing numerous underwater and aerial images Seatizen Altas. 
            Methods, tools and scientific objectives are also described in a dedicated data paper.

            

            
 Generic folder structure 
            
            YYYYMMDD_COUNTRYCODE-optionalplace_device_session-number 
            ├── DCIM :  folder to store videos and photos depending on the media collected. 
            ├── GPS :  folder to store any positioning related file. If any kind of correction is possible on files (e.g. Post-Processed Kinematic thanks to rinex data) then the distinction between device data and base data is made. If, on the other hand, only device position data are present and the files cannot be corrected by post-processing techniques (e.g. gpx files), then the distinction between base and device is not made and the files are placed directly at the root of the GPS folder. 
            │   ├── BASE :  files coming from rtk station or any static positioning instrument. 
            │   └── DEVICE : files coming from the device. 
            ├── METADATA : folder with general information files about the session. 
            ├── PROCESSED_DATA : contain all the folders needed to store the results of the data processing of the current session. 
            │   ├── BATHY :  output folder for bathymetry raw data extracted from mission logs. 
            │   ├── FRAMES :  output folder for georeferenced frames extracted from DCIM videos. 
            │   ├── IA :  destination folder for image recognition predictions. 
            │   └── PHOTOGRAMMETRY :  destination folder for reconstructed models in photogrammetry. 
            └── SENSORS : folder to store files coming from other sources (bathymetry data from the echosounder, log file from the autopilot,  mission plan etc.).       
            

            
 Software 
            All the raw data was processed using our worflow. All predictions were generated by our inference pipeline. You can find all the necessary scripts to download this data in this repository. Enjoy your data with SeatizenDOI!
DOI: 10.15468/dl.5h4rwq
title: Occurrence Download

description: A dataset containing 412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "TaxonKey is Nannotrigona"
 ]
}

 The dataset includes 412 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029880-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxt4br
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dicranostigma platycarpum"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029881-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k4m4n3
title: Occurrence Download

description: A dataset containing 401 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((111.59 41.171,123.23 41.171,123.23 46.41,111.59 46.41,111.59 41.171))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Caragana"
 ]
}

 The dataset includes 401 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029882-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17595443
title: Digital Pedoscopic Assessment and Data-Driven Classification of Pediatric Rearfoot Alignment: Minimal Dataset and Analysis Code

description: This repository contains the de-identified minimal dataset and analysis code used in the study:"Digital Pedoscopic Assessment and Data-Driven Classification of Pediatric Rearfoot Alignment" (Children, 2025).

### Contents- Minimal RCSP dataset (fully anonymized)- Python and Jupyter Notebook scripts for preprocessing, clustering (k-means), and figure generation- Sample figures (optional)

### PurposeThis dataset is shared to enhance transparency and reproducibility in accordance with MDPI data policies and IRB requirements.

### Ethics and PrivacyAll data are fully anonymized and contain no personal identifiers.  Dataset creation and sharing were approved under IRB No. KNUCH 2023-09-031.

### CitationIf you use this dataset, please cite:Min, Y.-S. (2025). Digital Pedoscopic Assessment and Data-Driven Classification of Pediatric Rearfoot Alignment. Zenodo. DOI: (to be assigned).
DOI: 10.5281/zenodo.17595442
title: Digital Pedoscopic Assessment and Data-Driven Classification of Pediatric Rearfoot Alignment: Minimal Dataset and Analysis Code

description: This repository contains the de-identified minimal dataset and analysis code used in the study:"Digital Pedoscopic Assessment and Data-Driven Classification of Pediatric Rearfoot Alignment" (Children, 2025).

### Contents- Minimal RCSP dataset (fully anonymized)- Python and Jupyter Notebook scripts for preprocessing, clustering (k-means), and figure generation- Sample figures (optional)

### PurposeThis dataset is shared to enhance transparency and reproducibility in accordance with MDPI data policies and IRB requirements.

### Ethics and PrivacyAll data are fully anonymized and contain no personal identifiers.  Dataset creation and sharing were approved under IRB No. KNUCH 2023-09-031.

### CitationIf you use this dataset, please cite:Min, Y.-S. (2025). Digital Pedoscopic Assessment and Data-Driven Classification of Pediatric Rearfoot Alignment. Zenodo. DOI: (to be assigned).
DOI: 10.15468/dl.42g3w8
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bothrops pauloensis"
 ]
}

 The dataset includes 54 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029883-251025141854904/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.29925893.v10
title: Supplementary Data on Emulsifier Effects in Poultry

description: Supplementary materials
DOI: 10.15468/dl.p35egm
title: Occurrence Download

description: A dataset containing 1820 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample)",
 "Geometry POLYGON((115.63279 39.53594,116.92319 39.44099,117.75785 39.84558,115.96261 40.87065,115.7968 40.19669,115.63279 39.53594))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Mergellus albellus"
 ]
}

 The dataset includes 1820 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029885-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pj65vy
title: Occurrence Download

description: A dataset containing 1066650 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Israel",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 1066650 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029858-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5222rk47
title: MassIVE MSV000099868 - GNPS - Andre Teste 2 Aula Metabolomica Dr Hector
title: Analitos para deteccao em cacau jacare coletados na regiao de manaus amazonas
DOI: 10.25345/c5sj1b47v
title: MassIVE MSV000099869 - A bacteria foi isolada a partir da rizosfera de inga edulis, coletada no campus da Universidade Federal do Amazonas
title: Bacterias amazonica isolada da rizosfera de inga edules no campus da universidade federal do amazonas
DOI: 10.25948/jyaj-rv46
title: Probable Vegetation Groundwater Dependent Ecosystems - Lachlan

description: The purpose of this project is to create a data set that identifies vegetation communities that have a probability of being a groundwater dependent ecosystem within NSW. Probability categories are high, medium, low and non GDE. The data is required to meet legislative requirements for water sharing plans and water resource plans. This is a base data layer that can be used to aid research projects, assessment of state significant development applications, licence applications and compliance issues. For ease of data modelling and management, the dataset was divided into the following catchment management areas; Border Rivers-Gwydir, Central Tablelands, Central West, Hawkesbury-Nepean, Hunter-Central Rivers, Lachlan, Lower Murray Darling, Murray, Murrumbidgee, Namoi, Northern Rivers, Southern Rivers, Southern Tablelands, Sydney Metro and Western Division. 

Please note: Groundwater Dependent Ecosystem mapping used the NSW DPE Environment and Heritage vegetation mapping product as the underlying data source. NSW DPE Water activities such as bore applications that are examined at a site specific scale may need subsequent verification to confirm.

Method report is available via the DoI Water website - https://water.dpie.nsw.gov.au/__data/assets/pdf_file/0010/151894/High-Probability-GDE-method-report.pdf
DOI: 10.25345/c5x921x9m
title: MassIVE MSV000099867 - Alveolar Type II Cell-derived MMP1hi basal cells promote destructive microcysts in idiopathic pulmonary fibrosis
title: Proteins identified following IP and analysis via SDS-PAGE. Bands of interest were excised and prepared for mass spectrometry analysis to determine protein IDs.