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

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Periplaneta americana (Linnaeus, 1758)",
 "Country is Sweden",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011495-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3gr4m
title: Occurrence Download

description: A dataset containing 14595 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gypsophila repens L.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 14595 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020845-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bb8nqv
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Phymaturus camilae Scolaro, Jara & Pincheira-Donoso, 2013"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002222-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xuqyhi
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brassica oleracea L.",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-135.64 29.33,-135.64 43.37,-108.08 43.37,-108.08 29.33,-135.64 29.33))"
 ]
}

 The dataset includes 49 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011496-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vwejq3
title: Occurrence Download

description: A dataset containing 395 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Niger, Sudan, Chad)",
 "Geometry POLYGON((-18.40471 10.09368,37.86938 10.09368,37.86938 32.59368,-18.40471 32.59368,-18.40471 10.09368))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Primates"
 ]
}

 The dataset includes 395 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020785-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxtvy9
title: Occurrence Download

description: A dataset containing 3095 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cordia subcordata Lam."
 ]
}

 The dataset includes 3095 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002256-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y2vptb
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clethra alcoceri Greenm."
 ]
}

 The dataset includes 141 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011497-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84hqqv
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agelaea poggeana Gilg"
 ]
}

 The dataset includes 137 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020821-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r8b6xr
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Dendrolycus elapoides (Günther, 1874)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002289-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zk45tl
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neoregelia wurdackii L.B.Sm."
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011498-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94t6nu
title: Occurrence Download

description: A dataset containing 292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "OccurrenceStatus is Present",
 "TaxonKey is Putranjivaceae"
 ]
}

 The dataset includes 292 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038986-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7sbum8
title: Occurrence Download

description: A dataset listing the 4 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anthonomus grandis Boheman, 1843"
 ]
}

 The dataset's 4 records were derived from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010726-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dssywg
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cliffortia nivenioides Fellingham"
 ]
}

 The dataset includes 16 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002263-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2a0ify
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Periplaneta americana (Linnaeus, 1758)",
 "Country is Mexico",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 23 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011498-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2c6p65
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Kalophrynus kiewi Matsui, Eto, Belabut & Nishikawa, 2017"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038651-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6dmk58
title: Occurrence Download

description: A dataset containing 7423884 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fagales)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Geometry POLYGON((-30 25,50 25,50 75,-30 75,-30 25))"
 ]
}

 The dataset includes 7423884 records from 4738 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025270-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18028164
title: Research Dataset for Li et al.

description: Dataset for the manuscript entitled "Fine-Scale Characterization of Groundwater Recharge Efficacy under Ecological Water Replenishment: An AI-Enhanced Learning Framework Benchmarked Against Traditional Geostatistics" by Weican Li et al.
DOI: 10.25919/7597-df49
title: ASKAP Project AS207 (VAST): derived data products for VAST Extragalactic DR1

description: This collection contains post-processed images and catalogues from the first data release of the Variables And Slow Transients (VAST) Extragalactic survey. The post-processing procedure is described in detail in de Ruiter+2026. In short, a single astrometric shift and flux correction is applied per observation (against RACS-low2, Duchesne+in prep), to make source association more reliable and the light curves more robust. These corrections are applied to both the images and the catalogues. The data products presented here include 2945 post-processed images and catalogues, associated with the first data release of the extragalactic part of the VAST survey. The file structure and formats are similar to the default ASKAPSoft fits images and Selavy catalogues.
DOI: 10.5281/zenodo.18027654
title: Support materials for "Thermal conductivities of monolayer graphene oxide from machine learning molecular dynamics simulations"

description: This dataset contains the all rGO structures obtained from thermal reduction simulations described in the manuscript "Thermal conductivities of monolayer graphene oxide from machine learning molecular dynamics simulations" (to be submitted).

Each folder contains a restart.xyz file (in extended XYZ format). The folders are named using the format job_ratio1_ratio2_runindex, where:





ratio1: The O/C ratio (Oxygen-to-Carbon).




ratio2: The OH/O ratio (Hydroxyl-to-Oxygen).




runindex: The index denoting the specific independent simulation generated from the thermal reduction process.



For each O/C and OH/O configuration, we performed five independent simulations (indices 1–5).
DOI: 10.5281/zenodo.18027655
title: Support materials for "Thermal conductivities of monolayer graphene oxide from machine learning molecular dynamics simulations"

description: This dataset contains the all rGO structures obtained from thermal reduction simulations described in the manuscript "Thermal conductivities of monolayer graphene oxide from machine learning molecular dynamics simulations" (to be submitted).

Each folder contains a restart.xyz file (in extended XYZ format). The folders are named using the format job_ratio1_ratio2_runindex, where:





ratio1: The O/C ratio (Oxygen-to-Carbon).




ratio2: The OH/O ratio (Hydroxyl-to-Oxygen).




runindex: The index denoting the specific independent simulation generated from the thermal reduction process.



For each O/C and OH/O configuration, we performed five independent simulations (indices 1–5).
DOI: 10.15468/dl.w8ecud
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Malaysia",
 "TaxonKey is Begonia chlorosticta",
 "Year 1970-2025"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063527-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.26h3z2
title: Occurrence Download

description: A dataset containing 5810 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((108.78201 20.71912,109.47056 20.80966,110.09856 21.22371,110.28493 21.58295,110.75085 22.49948,110.85957 22.98116,110.58915 23.46731,110.19147 23.67143,109.85743 23.94447,109.13564 23.82118,108.57653 23.79492,107.28747 23.72061,106.61965 23.46442,106.43328 23.03633,106.26244 22.30944,107.0263 21.29055,107.68259 20.84882,108.78201 20.71912))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 2000-2025"
 ]
}

 The dataset includes 5810 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063529-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.20350/digitalcsic/17856
title: Supplementary Information A cost-effective method for combining the power of genetic and epigenetic selection in animal production [Dataset]
DOI: 10.20350/digitalcsic/17857
title: Data related to the article Understanding the role of biological, environmental and human-impact factors on mercury concentrations in a demersal mesopredator shark [Dataset]

description: Muscle samples from small-spotted catshark (Scyliorhinus canicula), were collected along the western Mediterranean Sea, from Cape of Creus to Cape of Palos during the MEDITS survey
description: Anthropogenic activities, including the increase in pollutants, are triggering significant impacts on marine ecosystems. Mercury (Hg) is a particularly toxic pollutant, which poses critical threats due to its persistence and bioaccumulation in marine food webs. Using generalized additive models, this study investigates the effect of the main factors influencing the variability of Hg concentrations in the small-spotted catshark (Scyliorhinus canicula), an abundant and largely distributed demersal predator across the western Mediterranean Sea. THg values measured ranged between 1.8 and 10.6 mg·kg-1 (mean of 4.8 mg·kg-1 dw). Our results revealed that Hg concentrations were influenced by latitude, distance to cities, and body size of individuals. Higher Hg concentrations were measured in the samples captured in the northern areas of the study. The health risk assessment based on estimated daily intake showed that at low values of consumption rates (AC for elasmobranch or other marine fish), there was no health risk from Hg exposure, with weekly intakes of 0.0009 and 0.17 μg/kg bw week, respectively. In contrast, higher consumption rates (general fish and demersal fish) led to measurements above recommended limits, indicating potential health risks. This study underscores the importance of understanding Hg dynamics in marine ecosystems and highlights the need for species-specific human consumption rates to better estimate risk exposure
description: TXT file with values of the measured mercury concentrations per sample and the corresponding values of stable isotopes analysis (SIA) of δ15N and δ13C
DOI: 10.20350/digitalcsic/17858
title: Silver DataSet Collection 1. 2. Safety assesment of cleaning products used in museums for silver (I)

description: This dataset is part of a collection of datasets on research for the conservation of silver. The collection brings together experimental data from various studies and projects in which silver was used to facilitate its use, comparison, and joint analysis. Through this collection, the goal is to improve the understanding of silver corrosion problems and to contribute to its conservation.
description: [ES] Conjunto de datos experimentales realizados dentro del Trabajo Fin de Máster García Ortúzar,"Productos de limpieza en museos: Evaluación de su idoneidad para objetos de plata" Máster universitario en conservación del patrimonio cultural. UCM.Tutores: Iván Díaz Ocaña y Marta Pérez Estébanez. Curso 2024/2025.
description: "Listado de productos de limpieza ; Gravimetria ; Fotos: carpeta con las fotos de todas las probetas ensayadas por las dos caras"
DOI: 10.5281/zenodo.18028149
title: Tourism Village & Community-Based/Rural Tourism: Coded Inventory of Study Characteristics (Global & Indonesia)

description: This dataset provides a structured, coded inventory of academic and credible grey literature on Tourism Village (Desa Wisata), Community‑Based Tourism (CBT), and Rural Tourism, covering global studies and Indonesia‐specific cases. Fields include citation, year, title, source, abstract, literature type, methods, unit of analysis, explicit/partial definitions (with verbatim quotes), definition tokens/components (e.g., TERR, GOV, OWN, LIV, HER, NAT, EXP, SUS, NET), proposed typologies, purpose tokens (DEV, LIV, SUS, EQU, GOV, etc.), key findings, gaps, critical linkages, governance/market/sustainability axes (A/B/C), equity & engagement tags, and evidence quality/anchors. Designed to support systematic/scoping reviews and evidence synthesis, the dataset enables comparative analyses of governance, participation, equity, and sustainability in tourism villages/CBT.
DOI: 10.5281/zenodo.18028150
title: Tourism Village & Community-Based/Rural Tourism: Coded Inventory of Study Characteristics (Global & Indonesia)

description: This dataset provides a structured, coded inventory of academic and credible grey literature on Tourism Village (Desa Wisata), Community‑Based Tourism (CBT), and Rural Tourism, covering global studies and Indonesia‐specific cases. Fields include citation, year, title, source, abstract, literature type, methods, unit of analysis, explicit/partial definitions (with verbatim quotes), definition tokens/components (e.g., TERR, GOV, OWN, LIV, HER, NAT, EXP, SUS, NET), proposed typologies, purpose tokens (DEV, LIV, SUS, EQU, GOV, etc.), key findings, gaps, critical linkages, governance/market/sustainability axes (A/B/C), equity & engagement tags, and evidence quality/anchors. Designed to support systematic/scoping reviews and evidence synthesis, the dataset enables comparative analyses of governance, participation, equity, and sustainability in tourism villages/CBT.
DOI: 10.6084/m9.figshare.30937967
title: PRISMA 2020 checklist_Article

description: The PRISMA 2020 statement comprises a 27-item checklist and an expanded checklist that details reporting recommendations for each item.
DOI: 10.6084/m9.figshare.30937967.v1
title: PRISMA 2020 checklist_Article

description: The PRISMA 2020 statement comprises a 27-item checklist and an expanded checklist that details reporting recommendations for each item.
DOI: 10.25345/c52r3p962
title: MassIVE MSV000100313 - Proteomic analysis of redox PTMs in HCoV-229E-infected immortalized human lung epithelial cells (A549)
title: TMT18-labeled proteome-wide profiling of post-translational modifications (redox) in mock-infected and infected human lung epithelial cells (A549). Human lung epithelial (A549) cells were infected and mock-infected with HCoV-229E. Cells were harvested at 8, 16, and 24 hours post-infection. Extracted proteins were digested with LysC + Trypsin, then TMT18-labeled and enriched for redox PTMs. Samples were split into 6 fractions and run on the Orbitrap Exploris 480. Data was searched with MS-GF+ using PNNL's DMS Processing pipeline.
DOI: 10.15468/dl.u48bta
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Begonia ciliobracteata",
 "Year 1970-2025"
 ]
}

 The dataset includes 86 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063533-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c6ch5r
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Peru",
 "Geometry POLYGON((-80.42185 -19.16067,-65.82778 -19.16067,-65.82778 1.11524,-80.42185 1.11524,-80.42185 -19.16067))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dipteryx micrantha",
 "Year 1000-2025"
 ]
}

 The dataset includes 78 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063534-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18017379
title: Vaihingen Dataset for Semantic Segmentation v1.0

description: The Vaihingen dataset is a high-resolution remote sensing benchmark for 2D semantic labeling, provided by ISPRS WG III/4. It contains 33 true orthophoto tiles (average size 2500×2000 pixels) with a spatial resolution of 9 cm/pixel.

File Structure:

top: Top-view true orthophotos (TIFF, 3 bands, 8-bit)

gts: Ground truth labels (TIFF, single band, 6 classes)

dsm: Digital Surface Model (DSM, TIFF, 32-bit float)

Technical Specifications:

Spatial Resolution: 9 cm/pixel

Coordinate System: WGS84 / UTM 32N (EPSG:32632)

Number of Tiles: 33 images

Label Classes: 6 classes

  0: Impervious surfaces

  1: Building

  2: Low vegetation

  3: Tree

  4: Car

  5: Background

Usage Notes:

Image and label files share the same naming convention

Recommended libraries: GDAL, rasterio (Python), OpenCV
DOI: 10.5281/zenodo.18017380
title: Vaihingen Dataset for Semantic Segmentation v1.0

description: The Vaihingen dataset is a high-resolution remote sensing benchmark for 2D semantic labeling, provided by ISPRS WG III/4. It contains 33 true orthophoto tiles (average size 2500×2000 pixels) with a spatial resolution of 9 cm/pixel.

File Structure:

top: Top-view true orthophotos (TIFF, 3 bands, 8-bit)

gts: Ground truth labels (TIFF, single band, 6 classes)

dsm: Digital Surface Model (DSM, TIFF, 32-bit float)

Technical Specifications:

Spatial Resolution: 9 cm/pixel

Coordinate System: WGS84 / UTM 32N (EPSG:32632)

Number of Tiles: 33 images

Label Classes: 6 classes

  0: Impervious surfaces

  1: Building

  2: Low vegetation

  3: Tree

  4: Car

  5: Background

Usage Notes:

Image and label files share the same naming convention

Recommended libraries: GDAL, rasterio (Python), OpenCV