cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/pdrj-xz58
title: "LMHLD: A Large-scale Multi-Source High-Resolution Landslide Dataset for Landslide Detection based on Deep Learning"

description: "LMHLD collects remote sensing images of five satellite sensors in seven areas of the world: Wenchuan, China (2008); Rio de Janeiro, Brazil (2011); Gorkha, Nepal (2015); Jiuzhaigou, China (2015); Taiwan, China (2018); Hokkaido, Japan (2018); Emilia-Romagna, Italy (2023). LMHLD comprises 25,365 image patches of varying sizes and includes 32,296 annotated landslide instances across diverse geographical environments.Specifically, patch sizes vary across different areas: 32 for image segmentation in Emilia-Romagna, Italy and Gorkha, Nepal; 64 in Rio de Janeiro, Brazil; 128 in Jiuzhaigou, China and Hokkaido, Japan; and 224 in Wenchuan and Taiwan, China. All the above patches constitute LMHLD, a large-scale multi-source high-resolution heterogeneous landslide dataset."
DOI: 10.15468/dl.vpukwu
title: Occurrence Download

description: A dataset containing 31321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Asclepias L."
 ]
}

 The dataset includes 31321 records from 265 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004107-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/dkffvzst76
title: GWAS analysis from MGB biobank validates loci associated with sunburning/suntanning propensity

description: Supplementary Table 1. Phenotypic details of individuals with genomic data from the MGB Biobank study sample.
Supplementary Figure 1. Quantile-Quantile plot of observed versus expected P values for the 6,541,534 SNPs in the MGB Biobank study. The p values were obtained by logistic regression analysis with sex and the first five principal components from the genotype data as covariates.
DOI: 10.17632/dkffvzst76.1
title: GWAS analysis from MGB biobank validates loci associated with sunburning/suntanning propensity

description: Supplementary Table 1. Phenotypic details of individuals with genomic data from the MGB Biobank study sample.
Supplementary Figure 1. Quantile-Quantile plot of observed versus expected P values for the 6,541,534 SNPs in the MGB Biobank study. The p values were obtained by logistic regression analysis with sex and the first five principal components from the genotype data as covariates.
DOI: 10.15468/oc5zh7
title: Herbarium specimens of CBNA (GAP)

description: Herbarium of 100 000 sheets
DOI: 10.15468/dl.y9fpmh
title: Occurrence Download

description: A dataset containing 52131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Ursus arctos, Ursus arctos stikeenensis, Ursus arctos beringianus, Ursus arctos sitkensis, Ursus arctos crowtheri, Ursus arctos californicus, Ursus arctos collaris, Ursus arctos lasiotus, Ursus arctos isabellinus, Ursus arctos middendorffi)"
 ]
}

 The dataset includes 52131 records from 321 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033898-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kuuhwc
title: Occurrence Download

description: A dataset containing 3417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Sphagnum flexuosum",
 "Continent is Europe",
 "Year is 1985,2020",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than 1000",
 {
 "not" : {
 "CoordinateUncertaintyInMeters" : [
 "is 301"
 ]
 }
 },
 {
 "not" : {
 "CoordinateUncertaintyInMeters" : [
 "is 999"
 ]
 }
 }
 ]
}

 The dataset includes 3417 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033909-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/7wd1vk
title: The cnidarians collection (IK) of the Muséum national d'Histoire naturelle (MNHN - Paris)

description: The collection of cnidarians, comprising about 80 000 lots, combines old specimens from all oceans. These specimens are preserved in either alcohol, dry, as slides, or in a separate herbaria for some hydroids and sea fans. 
The oldest specimens (1706-1707) of Hydroids and Octocorallia of the collection are preserved in herbaria made by Sébastien Vaillant. The story is revealed on the label and recalls the big names such as Peron and Lesueur; Savigny; Jean-Baptiste Lamarck; Quoy and Gaimard; Valenciennes; and H. Milne-Edwards and Haime. Generations of scientists have enriched the collection, thanks to naturalist expeditions like that of Egypt (1800-1804), Baudin on the western coast of Australia, the Astrolabe (1837-1840), and the two French Antarctic expeditions in early twentieth century. For forty years, various campaigns in the Atlantic (Thalassa, Biogas ...), the sub-Antarctic (on the Marion Dufresne), the Indo-Pacific (program MUSORSTOM / Deep-Sea Benthos), and the great expeditions (Santo, Vanuatu 2006, Guadeloupe 2012) made for the "Planet revisited" program, enriched the collection. Scientists donate collections made throughout their careers, as is the case of the collections of G. Faure, J. Laborel, M. Pichon, B. Salvat, H. Zibrowius ... Specimens sampled by J. Goy in the Mediterranean, Brazil, and Australia expanded the collection of Jellyfish.
DOI: 10.6084/m9.figshare.29626775
title: PASC Multi-Omics Dashboard

description: PASC Multi-Omics Dashboard
DOI: 10.6084/m9.figshare.29626775.v1
title: PASC Multi-Omics Dashboard

description: PASC Multi-Omics Dashboard
DOI: 10.15468/dl.sfxyn2
title: Occurrence Download

description: A dataset containing 7550 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Freshwater fish records via iRecord"
 ]
}

 The dataset includes 7550 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033912-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xufska
title: Occurrence Download

description: A dataset containing 3185 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia tithymaloides"
 ]
}

 The dataset includes 3185 records from 267 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033910-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hv7d5t
title: Occurrence Download

description: A dataset containing 3571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paspalum distichum",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3571 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033915-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zj93vk
title: Occurrence Download

description: A dataset containing 300267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Lutra lutra, Lutraria lutraria, Lutra lutra seistanica, Lutra lutra chinensis, Lutra lutra lutra, Lutra lutra hainana, Lutra lutra kutab, Lutra lutra angustifrons, Lutra lutra ceylonica, Lutra lutra nippon)"
 ]
}

 The dataset includes 300267 records from 1298 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033895-250717081556266/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.28295975
title: ColaUntangle Results

description: ColaUntangle Results
DOI: 10.6084/m9.figshare.28295975.v2
title: ColaUntangle Results

description: ColaUntangle Results
DOI: 10.15468/dl.jrvwqv
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xenurobrycon pteropus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006850-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18739/a2pv6b90f
title: Total Sky Imager (TSI) Measurements at Summit Station, Greenland, 2013

description: ### Access
All files can be accessed and downloaded from the directory via: [http://arcticdata.io/data/10.18739/A2PV6B90F](http://arcticdata.io/data/10.18739/A2PV6B90F).

### Overview
This data set contains measurements from a Yankee Environmental Systems Total Sky Imager deployed at Summit Station, Greenland as part of the Integrated Characterization of Energy, Clouds, Atmospheric state, and Precipitation at Summit (ICECAPS) Project. This total sky imager points vertically and collects routine images of the hemispheric view of the sky overhead that can be used to classify the sky state, calculate cloud fraction, and provide other sky information. The total sky imager was originally installed at Summit Station by Konrad Steffen’s team and was eventually transferred to the ICECAPS team for stewardship. The instrument is owned by the University of Colorado – Boulder. Field operations support is provided by the National Science Foundation's Arctic Observing Network (AON) Program.
DOI: 10.15468/dl.qef396
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lampsilis brittsi",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 76 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006852-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m7pfp8
title: Occurrence Download

description: A dataset containing 26539 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= 66.79314043790278
 AND decimallatitude &lt;= 72.77152049497572
 AND decimallongitude &gt;= 53.88023537779247
 AND decimallongitude &lt;= 75.59966890227601
 AND GBIF_Within('POLYGON ((75.599669 66.793140, 75.599669 72.771520, 53.880235 72.771520, 53.880235 66.793140, 75.599669 66.793140))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 26539 records were derived from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006840-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18739/a2k35mg60
title: Total Sky Imager (TSI) Measurements at Summit Station, Greenland, 2014

description: ### Access
All files can be accessed and downloaded from the directory via: [http://arcticdata.io/data/10.18739/A2K35MG60](http://arcticdata.io/data/10.18739/A2K35MG60).

### Overview
This data set contains measurements from a Yankee Environmental Systems Total Sky Imager deployed at Summit Station, Greenland as part of the Integrated Characterization of Energy, Clouds, Atmospheric state, and Precipitation at Summit (ICECAPS) Project. This total sky imager points vertically and collects routine images of the hemispheric view of the sky overhead that can be used to classify the sky state, calculate cloud fraction, and provide other sky information. The total sky imager was originally installed at Summit Station by Konrad Steffen’s team and was eventually transferred to the ICECAPS team for stewardship. The instrument is owned by the University of Colorado – Boulder. Field operations support is provided by the National Science Foundation's Arctic Observing Network (AON) Program.
DOI: 10.15468/dl.uctssp
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xenurobrycon varii",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 29 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006854-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2pmvvn
title: Occurrence Download

description: A dataset containing 2091 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 Atriplex glauca"
 ]
}

 The dataset includes 2091 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006856-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6fjvv2
title: Occurrence Download

description: A dataset containing 1418463 species occurrences available in GBIF matching the query:
{
 "or" : [
 "Geometry POLYGON((-449.14531 15.90675,-448.29925 15.90675,-448.29925 16.88052,-449.14531 16.88052,-449.14531 15.90675))",
 "Geometry POLYGON((-449.18788 15.90143,-448.2886 15.90143,-448.2886 16.82199,-449.18788 16.82199,-449.18788 15.90143))"
 ]
}

 The dataset includes 1418463 records from 364 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006802-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18565610
title: Supplementary Audio Data: Rigorous Sonification of Critical Fractal Interpolation Functions on the Koch Curve

description: Description: This dataset contains auditory sonifications of the Energy-Based Fractal Interpolation Functions (EB-FIF) defined on the Koch curve. These audio files serve as supplementary material for the research paper titled "Structural Uniqueness and the Box Dimension of some Critical Fractal Interpolation Functions on the Koch Curve".

Methodology: These signals were generated using a rigorous deterministic IFS construction based on the functional equation h(u_i(x)) = d_i h(x) + q_i(x). The fractal function was synthesized using an arc-length parametrization of the domain, mapping the traversal of the Koch curve to a linear time axis while preserving the self-affine scaling structure of the amplitude.

Files included:





rigorous_harmonic_d0.25.wav: Represents the harmonic regime (|d|=1/4). Smooth, decaying amplitude.




rigorous_critical_d0.50.wav: Represents the critical regime (|d|=1/2). Exhibits 1/f-like spectral distribution.




rigorous_supracritical_d0.70.wav: Represents the supra-critical regime (|d|=0.7). Divergent, noise-like texture.




song.py: The Python script used to solve the affine parameters and generate the signals.
DOI: 10.5281/zenodo.18565611
title: Supplementary Audio Data: Rigorous Sonification of Critical Fractal Interpolation Functions on the Koch Curve

description: Description: This dataset contains auditory sonifications of the Energy-Based Fractal Interpolation Functions (EB-FIF) defined on the Koch curve. These audio files serve as supplementary material for the research paper titled "Structural Uniqueness and the Box Dimension of some Critical Fractal Interpolation Functions on the Koch Curve".

Methodology: These signals were generated using a rigorous deterministic IFS construction based on the functional equation h(u_i(x)) = d_i h(x) + q_i(x). The fractal function was synthesized using an arc-length parametrization of the domain, mapping the traversal of the Koch curve to a linear time axis while preserving the self-affine scaling structure of the amplitude.

Files included:





rigorous_harmonic_d0.25.wav: Represents the harmonic regime (|d|=1/4). Smooth, decaying amplitude.




rigorous_critical_d0.50.wav: Represents the critical regime (|d|=1/2). Exhibits 1/f-like spectral distribution.




rigorous_supracritical_d0.70.wav: Represents the supra-critical regime (|d|=0.7). Divergent, noise-like texture.




song.py: The Python script used to solve the affine parameters and generate the signals.
DOI: 10.15468/dl.b3xrj4
title: Occurrence Download

description: A dataset containing 11122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lampsilis cardium",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 11122 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006855-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18603202
title: phyllodesmium_lembehense_spades_02.fasta.gz
DOI: 10.5281/zenodo.18603203
title: phyllodesmium_lembehense_spades_02.fasta.gz
DOI: 10.5061/dryad.djh9w0w5x
title: The origin of 4-Vesta’s volatile depletion revealed by the zinc isotopic composition of diogenites

description: Volatile element abundances vary significantly among terrestrial planetary
 bodies like Earth, Mars, Moon, and differentiated asteroids, leading to
 intense debate about the governing processes.
 Howardites-Eucrites-Diogenites (HED) meteorites, most likely from asteroid
 4-Vesta, represent highly volatile-depleted Solar System samples, offering
 critical insights into these processes. Zinc is a moderately volatile
 element and its isotopic composition reveals sources of volatiles in
 planetary bodies. Our study finds Zn isotopic anomalies in diogenites
 overlapping with non-carbonaceous reservoirs, indicating insignificant
 contribution of outer solar system materials to 4-Vesta's volatiles.
 Additionally, zinc isotopic composition of 4-Vesta is lighter than that of
 chondrites, contrary to the expected signature of evaporation-based
 volatile depletion. This suggests that after 4-Vesta lost all its
 volatiles through evaporation during the magma ocean stage, partial
 kinetic recondensation occurred that produced the observed isotopically
 light composition. These insights, combined with previous data, underscore
 the process of global evaporation followed by partial condensation as a
 key factor influencing the final volatile budget of planetary bodies.
description: # The origin of 4-Vesta’s volatile depletion revealed by the zinc isotopic
 composition of diogenites
 [https://doi.org/10.5061/dryad.djh9w0w5x](https://doi.org/10.5061/dryad.djh9w0w5x) The dataset contains five tables. Table 1 (Table_1.csv) gives the zinc isotopic composition of diogenite. Table S1(Table_S1.csv) shows the elemental concentration of the diogenite residues. Table S2 (Table_S2.csv) Zinc, strontium and barium percentage of leachates for individual diogenites and selected elemental ratios of diogenite leachates. Table S3 (Table_S3.csv) Parameters used for a simple 2-endmember mixing model for isotope anomalies of ε48Ca, ε54Cr and ε50Ti against ε66Zn.Table S4 (Table_S4.csv) Compiled Zn, Ca, Cr, Ti anomaly of carbonaceous and non-carbonaceous components in the solar system. ## Description of the data and file structure In the tables, the name columns show the name of diogenite samples and the suffix “L” in the sample name means the leachate part of the diogenite, and the suffix “R” represents the residue aliquot. In Table 1, Geo-standard BHVO-2 was measured in different concentrations (a: 50 ppb, b:20 ppb) to monitor the accuracy and the reproducibility of the data under different solution concentrations. In Table S1, 'a' represents that the data was measured in IPGP (Institut de Physique du Globe de Paris), and other data was determined in IUEM (Institut Universitaire Européen de la Mer). Table S4 is a compilation dataset. 'n/a' means the data is not applicable.
DOI: 10.15468/dl.3ah2xc
title: Occurrence Download

description: A dataset containing 13373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Embelia",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 13373 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006857-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dd3mbd
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caenotropus schizodon",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 119 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006859-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7grc3
title: Occurrence Download

description: A dataset containing 624234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epilobium hirsutum",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 624234 records from 2301 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006821-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rk7tby
title: Occurrence Download

description: A dataset containing 1049 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia maculata L.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1049 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0186665-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.