cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.duu4zu
title: Occurrence Download

description: A dataset containing 1053 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gaidropsarus mediterraneus"
 ]
}

 The dataset includes 1053 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018780-250827131500795/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.30030811
title: Bremsstrahlung Theory

description: Bremsstrahlung Theory.<br>Copyright.
DOI: 10.5281/zenodo.16878894
title: GLOST - Global Spatial Tiles

description: GLOST - Global Spatial Tiles

Do not get lost, use GLOST!

This dataset contains a collection of vector square tiles in CSV format for the entire extent of the world (except polar regions). A database in GPKG is also provided.

Usage

These tiles can be used as:





Catalog and indexing large spatial datasets.


Automatic retrieval layer for large spatial dataset.



Typical zonal statistics for GIS analysis.



Scales Available

The dataset is available at the following spatial resolutions:





0.25 degree: glost_00P25_0_0.csv




0.5 degree: glost_00P50_0_0.csv




1.0 degree: glost_01P00_0_0.csv




2.0 degree: glost_02P00_0_0.csv




3.0 degree: glost_03P00_0_0.csv


4.0 degree: glost_04P00_0_0.csv


This tiles can also be found on layers of the database `glost.gpkg`

Formatting





Format: CSV (.csv) with semicolon ';' as separator and standalone read-me header.




Coordinate Reference System (CRS): WGS 84 EPSG:4326




Data Type: miscellaneous



Text encoding conventions





'P' as decimal separator




'N' / 'S' for latitude signal




'E' / 'W' for longitude signal




'-' hyphen as separator



Main columns








Column
Description




cd_board
Tile board code (like a chessboard) in {size}-{row}-{column}


cd_llcorner
Lower-left corner code of the tile in {size}-{x_min}-{x_max}


cd_bbox
Bounding box code in {x_min}-{x_max}-{y_min}-{y_max}


geometry_bbox
WKT geometry of the full grid of tiles


geometry_centroid
WKT geometry of the tile centroid


geometry_llcorner
WKT geometry of the lower-left corner






 

License

CC-BY 4.0

Citation

If you use this dataset, please cite as:



Possantti, I. (2025). GLOST - Global Spatial Tiles. Zenodo. https://doi.org/10.5281/zenodo.16876461


Change Log

2025-08-14

Version 0.0.3, new scale for 3.0 degrees and geopackage added.

Version 0.0.2, fix for 'cd_board' so each code is unique (size as prefix).

Version 0.0.1, basic tiles with no attributes.
DOI: 10.6084/m9.figshare.30030811.v1
title: Bremsstrahlung Theory

description: Bremsstrahlung Theory.<br>Copyright.
DOI: 10.5281/zenodo.16876460
title: GLOST - Global Spatial Tiles

description: GLOST - Global Spatial Tiles

Do not get lost, use GLOST!

This dataset contains a collection of vector square tiles in CSV format for the entire extent of the world (except polar regions). A database in GPKG is also provided.

Usage

These tiles can be used as:





Catalog and indexing large spatial datasets.


Automatic retrieval layer for large spatial dataset.



Typical zonal statistics for GIS analysis.



Scales Available

The dataset is available at the following spatial resolutions:





0.25 degree: glost_00P25_0_0.csv




0.5 degree: glost_00P50_0_0.csv




1.0 degree: glost_01P00_0_0.csv




2.0 degree: glost_02P00_0_0.csv




3.0 degree: glost_03P00_0_0.csv


4.0 degree: glost_04P00_0_0.csv


This tiles can also be found on layers of the database `glost.gpkg`

Formatting





Format: CSV (.csv) with semicolon ';' as separator and standalone read-me header.




Coordinate Reference System (CRS): WGS 84 EPSG:4326




Data Type: miscellaneous



Text encoding conventions





'P' as decimal separator




'N' / 'S' for latitude signal




'E' / 'W' for longitude signal




'-' hyphen as separator



Main columns








Column
Description




cd_board
Tile board code (like a chessboard) in {size}-{row}-{column}


cd_llcorner
Lower-left corner code of the tile in {size}-{x_min}-{x_max}


cd_bbox
Bounding box code in {x_min}-{x_max}-{y_min}-{y_max}


geometry_bbox
WKT geometry of the full grid of tiles


geometry_centroid
WKT geometry of the tile centroid


geometry_llcorner
WKT geometry of the lower-left corner






 

License

CC-BY 4.0

Citation

If you use this dataset, please cite as:



Possantti, I. (2025). GLOST - Global Spatial Tiles. Zenodo. https://doi.org/10.5281/zenodo.16876461


Change Log

2025-08-14

Version 0.0.3, new scale for 3.0 degrees and geopackage added.

Version 0.0.2, fix for 'cd_board' so each code is unique (size as prefix).

Version 0.0.1, basic tiles with no attributes.
DOI: 10.5281/zenodo.14842966
title: Doppler lidar measurements from Schallstadt, Swabian MOSES 2023, Level 0 netCDF files

description: Original Doppler lidar measurements from the Doppler lidar Leosphere WLS200s_115 located at Schallstadt, Germany (47.9672°N, 7.7734°E) sampled during the Swabian MOSES 2023 field campaign from June to August 2023.  
description: Instrument: Doppler lidar Leosphere WLS200s
DOI: 10.5281/zenodo.14842967
title: Doppler lidar measurements from Schallstadt, Swabian MOSES 2023, Level 0 netCDF files

description: Original Doppler lidar measurements from the Doppler lidar Leosphere WLS200s_115 located at Schallstadt, Germany (47.9672°N, 7.7734°E) sampled during the Swabian MOSES 2023 field campaign from June to August 2023.  
description: Instrument: Doppler lidar Leosphere WLS200s
DOI: 10.15468/dl.fk3umg
title: Occurrence Download

description: A dataset containing 471 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Craterispermum caudatum Hutch."
 ]
}

 The dataset includes 471 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011182-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87khtw
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrodoris fumata (Rüppell & Leuckart, 1830)"
 ]
}

 The dataset includes 135 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007872-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ff388w
title: Occurrence Download

description: A dataset containing 9072 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Continent is South America",
 "Continent is North America"
 ]
 },
 "Geometry POLYGON((-103.87299 19.43033,-103.31818 19.43033,-103.31818 19.88039,-103.87299 19.88039,-103.87299 19.43033))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1000-2021"
 ]
}

 The dataset includes 9072 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292334-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y78zej
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotalaria brevicornuta Polhill"
 ]
}

 The dataset includes 19 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011184-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.duufwj
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Promops nasutus (Spix, 1823)",
 "Country is Brazil"
 ]
}

 The dataset includes 28 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007872-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6kj4g8
title: Occurrence Download

description: A dataset containing 6279 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hirudinidae"
 ]
}

 The dataset includes 6279 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0308922-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7dvtg8
title: Occurrence Download

description: A dataset containing 46281 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Naturalis Biodiversity Center (NL) - Botany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orchidaceae"
 ]
}

 The dataset includes 46281 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059053-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xhvtzl
title: Occurrence Download

description: A dataset containing 8126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Draba incana L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8126 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007872-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sd5eca
title: Occurrence Download

description: A dataset containing 569103 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nematoda"
 ]
}

 The dataset includes 569103 records from 768 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0308923-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t0gtac
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acrocomia aculeata (Jacq.) Lodd. ex Mart.",
 "Country is Brazil",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 115 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007873-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3gymj4
title: Occurrence Download

description: A dataset containing 249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Agave striata Zucc."
 ]
}

 The dataset includes 249 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059051-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ts2tq7
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ardisia multipunctata H.R.Fletcher"
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292336-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzhkhl
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melursus ursinus (Shaw, 1791)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007873-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q6rub9
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epidendrum christensonii Hágsater & E.Santiago"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159886-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ewsp9b
title: Occurrence Download

description: A dataset containing 887 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geisha distinctissima (Walker, 1858)"
 ]
}

 The dataset includes 887 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0300952-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tz5p6p
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amischotolype scandens Burg & E.Bidault"
 ]
}

 The dataset includes 26 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005236-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hfgrad
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oryza stapfii Roshev."
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007873-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bu76s
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mnium spinosum (Voit) Schwägr.",
 "MediaType is Image",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001542-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bv932r
title: Occurrence Download

description: A dataset containing 420 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clarias jaensis Boulenger, 1909"
 ]
}

 The dataset includes 420 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052096-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evqqlx
title: Occurrence Download

description: A dataset containing 11172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bombus occidentalis Greene, 1858",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 11172 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007874-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b8d9s8
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ficus pellucida Deshayes, 1856",
 "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 31 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052104-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nm83em
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia leucantha (Klotzsch & Garcke) Boiss."
 ]
}

 The dataset includes 53 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159887-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6bxkhz
title: Occurrence Download

description: A dataset containing 16930 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "DatasetKey is NMNH Extant Specimen Records (USNM, US)",
 "DatasetKey is Oregon State University Herpetological Collection",
 "DatasetKey is NCSM Herpetology Collection",
 "DatasetKey is iNaturalist Research-grade Observations",
 "DatasetKey is LACM Vertebrate Collection",
 "DatasetKey is UCM Amphibian and Reptile Collection (Arctos)",
 "DatasetKey is Museum of Comparative Zoology, Harvard University",
 "DatasetKey is Arizona State University Herpetology Collection",
 "DatasetKey is CUMV Amphibian and Reptile Collection",
 "DatasetKey is Ohio State University Tetrapod Division - Amphibian Collection (OSUM)",
 "DatasetKey is The Herpetology Collection at the Staatliches Museum für Naturkunde Stuttgart",
 "DatasetKey is SMNS Herpetologie"
 ]
 },
 "Geometry POLYGON((-101.95312 24.52713,-68.20312 24.52713,-49.92188 34.30714,-69.60937 50.73646,-110.39062 52.48278,-101.95312 24.52713))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Country derived from coordinates",
 "Issue is Occurrence status inferred from individual count",
 "Issue is Collection match fuzzy"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Plethodon glutinosus (Green, 1818)",
 "Year 1000-2021"
 ]
}

 The dataset includes 16930 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001550-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6p3hsi
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Nannofossil abundance of Hole 74-527"
 ]
}

 The dataset includes 81 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007874-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5aupw
title: Occurrence Download

description: A dataset listing the 662 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset's 662 records were derived from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0281486-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sj6afu
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amischotolype sphagnorrhiza Cowley"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005239-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bc7kz
title: Occurrence Download

description: A dataset containing 1261 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus papyrus L."
 ]
}

 The dataset includes 1261 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007874-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4um2n
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epidendrum peristerium Hágsater & E.Santiago"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159888-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dstjrt
title: Occurrence Download

description: A dataset containing 248 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Espadarana prosoblepon (Boettger, 1892)",
 "Year 2000-2021"
 ]
}

 The dataset includes 248 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292337-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/kada-ouc113998loc
title: Korean American Story
DOI: 10.6084/m9.figshare.26935294
title: metadata & peak matrix

description: Skin regeneration and healing is a complex process involving various cell types and cytokines. We employed scATAC-seq technology to analyze the regeneration and healing process of rat skin following burn injury. Samples were collected for sequencing at 0h, 12h, 24h, 3 days, 7 days, 11 days, 15 days, and 19 days post-burn, resulting in 28,179 high-quality single cells. Based on our data, we identified 28 cell types throughout the process, including various keratinocytes, fibroblasts, and immune cells, which exhibited different distributions across samples at various time points. Furthermore, we investigated the chromatin accessibility of each cell type and identified enriched motifs, confirming the reliability of our data. Our dataset provides a valuable resource for further elucidation of the skin regeneration and healing process.
DOI: 10.6084/m9.figshare.26935294.v1
title: metadata & peak matrix

description: Skin regeneration and healing is a complex process involving various cell types and cytokines. We employed scATAC-seq technology to analyze the regeneration and healing process of rat skin following burn injury. Samples were collected for sequencing at 0h, 12h, 24h, 3 days, 7 days, 11 days, 15 days, and 19 days post-burn, resulting in 28,179 high-quality single cells. Based on our data, we identified 28 cell types throughout the process, including various keratinocytes, fibroblasts, and immune cells, which exhibited different distributions across samples at various time points. Furthermore, we investigated the chromatin accessibility of each cell type and identified enriched motifs, confirming the reliability of our data. Our dataset provides a valuable resource for further elucidation of the skin regeneration and healing process.
DOI: 10.25549/kada-ouc113998loe
title: Eunice Lee
DOI: 10.25549/kada-ouc1139988ew
title: Crystal Kang Ahn
DOI: 10.25549/kada-ouc113998lor
title: Hae Jung Grace Lee