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

description: A dataset containing 2376 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-11.95669 48.11193,4.97716 48.11193,4.97716 60.25017,-11.95669 60.25017,-11.95669 48.11193))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mertensia maritima (L.) Gray"
 ]
}

 The dataset includes 2376 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003184-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.24msgp
title: Occurrence Download

description: A dataset containing 279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Charax stenopterus (Cope, 1894)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 279 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003187-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfejcc
title: Occurrence Download

description: A dataset containing 43598 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Mammals housed at MHNG, Geneva",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 43598 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003186-250218110819086/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.28450328
title: magic397.chr1_9.mis10maf5.snp.bim

description: These are the supporting data for the paper named as " Dissecting the genetic architecture of key agronomic traits in lettuce using a MAGIC population".
DOI: 10.6084/m9.figshare.28450316
title: magic397.chr1_9.mis10maf5.snp.fam

description: These are the supporting data for the paper named as " Dissecting the genetic architecture of key agronomic traits in lettuce using a MAGIC population".
DOI: 10.6084/m9.figshare.28450451
title: magic397.chr1_9.mis10maf5.snp.bed

description: These are the supporting data for the paper named as " Dissecting the genetic architecture of key agronomic traits in lettuce using a MAGIC population".
DOI: 10.15468/dl.kvq437
title: Occurrence Download

description: A dataset containing 259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cichla kelberi Kullander & Ferreira, 2006",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 259 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003188-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14844597
title: Fruitlet image dataset for apple phenotyping during early development

description: This dataset originates from an experimental study conducted between April 24 and May 29, 2024, aimed at providing agronomists with an automated vision tool to accelerate data collection of apple fruitlets during early development. Excluding corymbs that experienced total fruit abscission, the data acquisition process resulted in 234 video files in .bag format and a total of 1,054 fruitlet measurements. The dataset includes three primary data sources:



bag_videos.zip: a collection of videos recorded using the Intel® RealSense™ Depth Camera D435i. Each video captures target fruitlets from multiple orientations, with an average duration of 10 seconds, at a distance of approximately 30 cm, and a resolution of 640 × 480 pixels;

ground_truth_caliper_measurements.csv: the corresponding ground-truth measurements of selected corymbs, collected across 7 monitoring sessions. Measurements were categorized by date and bud type to analyze growth differences over time. Metadata such as the orientation of the vegetative wall and the presence of the king fruit was also recorded;

FruitletDetectionDataset.zip: a dataset for model training, validation, and testing, comprising 481 images and corresponding oriented bounding box annotations. The images were obtained through stratified random sampling after RGB frame extraction, ensuring balanced representation across videos. The dataset is split into training (60%), validation (20%), and test (20%) subsets.


The code to process and reproduce these data is available in our GitHub repository.
description: If you use this dataset, please cite it as below.
DOI: 10.5281/zenodo.14844598
title: Fruitlet image dataset for apple phenotyping during early development

description: This dataset originates from an experimental study conducted between April 24 and May 29, 2024, aimed at providing agronomists with an automated vision tool to accelerate data collection of apple fruitlets during early development. Excluding corymbs that experienced total fruit abscission, the data acquisition process resulted in 234 video files in .bag format and a total of 1,054 fruitlet measurements. The dataset includes three primary data sources:



bag_videos.zip: a collection of videos recorded using the Intel® RealSense™ Depth Camera D435i. Each video captures target fruitlets from multiple orientations, with an average duration of 10 seconds, at a distance of approximately 30 cm, and a resolution of 640 × 480 pixels;

ground_truth_caliper_measurements.csv: the corresponding ground-truth measurements of selected corymbs, collected across 7 monitoring sessions. Measurements were categorized by date and bud type to analyze growth differences over time. Metadata such as the orientation of the vegetative wall and the presence of the king fruit was also recorded;

FruitletDetectionDataset.zip: a dataset for model training, validation, and testing, comprising 481 images and corresponding oriented bounding box annotations. The images were obtained through stratified random sampling after RGB frame extraction, ensuring balanced representation across videos. The dataset is split into training (60%), validation (20%), and test (20%) subsets.


The code to process and reproduce these data is available in our GitHub repository.
description: If you use this dataset, please cite it as below.
DOI: 10.15468/dl.7tfdsn
title: Occurrence Download

description: A dataset containing 524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is DEU.3_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Vanessa cardui (Linnaeus, 1758)"
 ]
}

 The dataset includes 524 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003189-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53ebzs
title: Occurrence Download

description: A dataset containing 869 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ocotea foetens (Aiton) Baill."
 ]
}

 The dataset includes 869 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003190-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urxuq8
title: Occurrence Download

description: A dataset containing 405 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cichla monoculus Agassiz, 1831",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 405 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003191-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t89tjr
title: Occurrence Download

description: A dataset containing 43292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fucus serratus L."
 ]
}

 The dataset includes 43292 records from 200 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003192-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14900110
title: Autofluorescence image of six cell cultures of bladder cancer

description: The dataset includes images of cell cultures in 2D and 3D (spheroids)1 photon autofluorescence images2 photon autofluorescence images
DOI: 10.5281/zenodo.14900111
title: Autofluorescence image of six cell cultures of bladder cancer

description: The dataset includes images of cell cultures in 2D and 3D (spheroids)1 photon autofluorescence images2 photon autofluorescence images
DOI: 10.15468/dl.57f9jy
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Myotis pequinius Thomas, 1908"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003194-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wpb236
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cichla piquiti Kullander & Ferreira, 2006",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 125 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003195-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14599406
title: Supporting Data/Supplementary Material for the article 'Modelling and Mapping Rapid-Onset Coastal Flooding: A Systematic Literature Review'

description: Supplementary material for the article "Modelling and Mapping Rapid-Onset Coastal Flooding: A Systematic Literature Review" 

Water 2025, 17(4), 599; https://doi.org/10.3390/w17040599

The published material is a single .csv file containing 1 row per each of the articles analysed for the systematic review presented in the article. 

Bibliographic information is reported, as well as some of the data charting items collected in the data analysis: the consideration of a tsunami driver, the type of flood map(s) proposed in the article, and the geographical location of the study.
DOI: 10.5281/zenodo.14599407
title: Supporting Data/Supplementary Material for the article 'Modelling and Mapping Rapid-Onset Coastal Flooding: A Systematic Literature Review'

description: Supplementary material for the article "Modelling and Mapping Rapid-Onset Coastal Flooding: A Systematic Literature Review" 

Water 2025, 17(4), 599; https://doi.org/10.3390/w17040599

The published material is a single .csv file containing 1 row per each of the articles analysed for the systematic review presented in the article. 

Bibliographic information is reported, as well as some of the data charting items collected in the data analysis: the consideration of a tsunami driver, the type of flood map(s) proposed in the article, and the geographical location of the study.
DOI: 10.15468/dl.sagrbf
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is DEU.3_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Apatura ilia (Denis & Schiffermüller), 1775"
 ]
}

 The dataset includes 135 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003196-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eqwjz3
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coffea bonnieri Dubard"
 ]
}

 The dataset includes 60 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003197-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.svrfk6
title: Occurrence Download

description: A dataset containing 6837 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clarias gariepinus (Burchell, 1822)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 6837 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003199-250218110819086/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.28451225
title: test file - discout research

description: hgbgbb
DOI: 10.6084/m9.figshare.28451225.v1
title: test file - discout research

description: hgbgbb
DOI: 10.15468/dl.gw7jer
title: Occurrence Download

description: A dataset containing 1461 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Colossoma macropomum (Cuvier, 1816)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 1461 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003200-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14859710
title: Cerrado Hydrological Dataset

description: Introduction

This is the Cerrado Hydrological Dataset (CHD). It is a dataset intended to consolidate all relevant data for hydrological modelling and assessment in the Cerrado Biome region in Brazil.

Note: this dataset is under production.

Files:



refs.bib -- listed data sources;

chd_catalog.csv -- catalog table;

chd_db.gpkg -- main database for vector layers;

hge_anadem_catalog.gpkg -- catalog for dem raster layers;

mapbiomas.zip -- folder system for land use raster maps;

(expected) anadem.zip -- folder system for digital elevation model raster maps;

(expected) inmet.zip -- folder system for climate data tables;


Version log:

0.0.4 -- update in chd_catalog.csv and refs.bib.

0.0.3 -- update in hge_anadem_catalog.gpkg tiles for cerrado=1 (core tiles) and cerrado=2 (edge tiles); update in snirh_uph layer for cerrado=1 (watersheds). change in version naming convention.

0.0.2 -- update chd_catalog.csv; include hge_anadem_catalog.gpkg

0.0.1 -- update catalog and name convention changes.

0.0.0 -- first database and catalog. Land use rasters for 1985 and 2023.
DOI: 10.5281/zenodo.14859711
title: Cerrado Hydrological Dataset

description: Introduction

This is the Cerrado Hydrological Dataset (CHD). It is a dataset intended to consolidate all relevant data for hydrological modelling and assessment in the Cerrado Biome region in Brazil.

Note: this dataset is under production.

Files:



refs.bib -- listed data sources;

chd_catalog.csv -- catalog table;

chd_db.gpkg -- main database for vector layers;

mapbiomas.zip -- folder system for land use raster maps;

(expected) anadem.zip -- folder system for digital elevation model raster maps;

(expected) inmet.zip -- folder system for climate data tables;


Version log:

0.0.0 -- first database and catalog. Land use rasters for 1985 and 2023.
DOI: 10.5281/zenodo.14861343
title: Cerrado Hydrological Dataset

description: Introduction

This is the Cerrado Hydrological Dataset (CHD). It is a dataset intended to consolidate all relevant data for hydrological modelling and assessment in the Cerrado Biome region in Brazil.

Note: this dataset is under production.

Files:



refs.bib -- listed data sources;

chd_catalog.csv -- catalog table;

chd_db.gpkg -- main database for vector layers;

mapbiomas.zip -- folder system for land use raster maps;

(expected) anadem.zip -- folder system for digital elevation model raster maps;

(expected) inmet.zip -- folder system for climate data tables;


Version log:

0.0.1 -- update catalog and name convention changes.

0.0.0 -- first database and catalog. Land use rasters for 1985 and 2023.
DOI: 10.5281/zenodo.14861775
title: Cerrado Hydrological Dataset

description: Introduction

This is the Cerrado Hydrological Dataset (CHD). It is a dataset intended to consolidate all relevant data for hydrological modelling and assessment in the Cerrado Biome region in Brazil.

Note: this dataset is under production.

Files:



refs.bib -- listed data sources;

chd_catalog.csv -- catalog table;

chd_db.gpkg -- main database for vector layers;

hge_anadem_catalog.gpkg -- catalog for dem raster layers;

mapbiomas.zip -- folder system for land use raster maps;

(expected) anadem.zip -- folder system for digital elevation model raster maps;

(expected) inmet.zip -- folder system for climate data tables;


Version log:

0.0.2 -- update chd_catalog.csv; include hge_anadem_catalog.gpkg

0.0.1 -- update catalog and name convention changes.

0.0.0 -- first database and catalog. Land use rasters for 1985 and 2023.
DOI: 10.5281/zenodo.14865416
title: Cerrado Hydrological Dataset

description: Introduction

This is the Cerrado Hydrological Dataset (CHD). It is a dataset intended to consolidate all relevant data for hydrological modelling and assessment in the Cerrado Biome region in Brazil.

Note: this dataset is under production.

Files:



refs.bib -- listed data sources;

chd_catalog.csv -- catalog table;

chd_db.gpkg -- main database for vector layers;

hge_anadem_catalog.gpkg -- catalog for dem raster layers;

mapbiomas.zip -- folder system for land use raster maps;

(expected) anadem.zip -- folder system for digital elevation model raster maps;

(expected) inmet.zip -- folder system for climate data tables;


Version log:

0.0.3 -- update in hge_anadem_catalog.gpkg tiles for cerrado=1 (core tiles) and cerrado=2 (edge tiles); update in snirh_uph layer for cerrado=1 (watersheds). change in version naming convention.

0.0.2 -- update chd_catalog.csv; include hge_anadem_catalog.gpkg

0.0.1 -- update catalog and name convention changes.

0.0.0 -- first database and catalog. Land use rasters for 1985 and 2023.
DOI: 10.5281/zenodo.14900263
title: Cerrado Hydrological Dataset

description: Introduction

This is the Cerrado Hydrological Dataset (CHD). It is a dataset intended to consolidate all relevant data for hydrological modelling and assessment in the Cerrado Biome region in Brazil.

Note: this dataset is under production.

Files:



refs.bib -- listed data sources;

chd_catalog.csv -- catalog table;

chd_db.gpkg -- main database for vector layers;

hge_anadem_catalog.gpkg -- catalog for dem raster layers;

mapbiomas.zip -- folder system for land use raster maps;

(expected) anadem.zip -- folder system for digital elevation model raster maps;

(expected) inmet.zip -- folder system for climate data tables;


Version log:

0.0.4 -- update in chd_catalog.csv and refs.bib.

0.0.3 -- update in hge_anadem_catalog.gpkg tiles for cerrado=1 (core tiles) and cerrado=2 (edge tiles); update in snirh_uph layer for cerrado=1 (watersheds). change in version naming convention.

0.0.2 -- update chd_catalog.csv; include hge_anadem_catalog.gpkg

0.0.1 -- update catalog and name convention changes.

0.0.0 -- first database and catalog. Land use rasters for 1985 and 2023.
DOI: 10.15468/dl.65cewa
title: Occurrence Download

description: A dataset containing 3827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coptodon rendalli (Boulenger, 1897)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 3827 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003201-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8fv8ny
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Michelia baillonii (Pierre) Finet & Gagnep."
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003202-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xdauv2
title: Occurrence Download

description: A dataset containing 10001 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ctenopharyngodon idella (Valenciennes, 1844)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 10001 records from 192 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003203-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.767wg3
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Andrena rehni Viereck, 1907"
 ]
}

 The dataset includes 146 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003206-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.