cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9kugy6
title: Occurrence Download

description: A dataset containing 608 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei)",
 "OccurrenceStatus is Present",
 "TaxonKey is Dioscorea subcalva"
 ]
}

 The dataset includes 608 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015374-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26249/fk2/vke9z1
title: Replikationsdaten für: Excess Mortality in Austria during the COVID-19 Pandemic

description: This dataset is provided to replicate the correlation results from M. Reitzner: Excess Mortality in Austria during the COVID-19 Pandemic The impact of the COVID-19 pandemic on the mortality in Austria is investigated. Excess mortality for Austria and all Austrian federal states in the years 2020 to 2023 is computed. The results are discussed against some COVID-19 specific quantities, yielding correlations of excess mortality with COVID-19 infections, COVID-19 deaths and vaccination rates.
DOI: 10.5281/zenodo.17012429
title: EO Summer School 2025 Hackathon - NDVI time-series

description: Satellite imagery is often affected by clouds and other artifacts, which can obscure or distort the data. Although such contaminants are filtered out, many applications, particularly machine learning models, require complete datasets to be effective. The task of reconstructing missing values, commonly referred to in the literature as gap-filling or time-series reconstruction, is the focus of this challenge.You will work with real NDVI data derived from satellite imagery at a 30 m resolution. The dataset covers three tiles (each approximately 120 km × 120 km): one central tile, along with one adjacent tile to the east and one to the west. For each tile, cloud-free observations are available over a 10-year period, with a temporal resolution of 16 days. In addition, 10,000 time series have been sampled from pixels within the central tile. To these time series, we have artificially introduced an additional 25% of missing values.Your goal is to reconstruct the missing values as accurately as possible, using both the remaining values within each time series and information from the neighboring tiles. The quality of your solution will be evaluated based on the Root Mean Square Error (RMSE)—the lower, the better

https://kaggle.com/competitions/eo-summer-school-2025-hackathon-ndvi-reconstruct
DOI: 10.5281/zenodo.17017626
title: EO Summer School 2025 Hackathon - NDVI time-series

description: Satellite imagery is often affected by clouds and other artifacts, which can obscure or distort the data. Although such contaminants are filtered out, many applications, particularly machine learning models, require complete datasets to be effective. The task of reconstructing missing values, commonly referred to in the literature as gap-filling or time-series reconstruction, is the focus of this challenge.You will work with real NDVI data derived from satellite imagery at a 30 m resolution. The dataset covers three tiles (each approximately 120 km × 120 km): one central tile, along with one adjacent tile to the east and one to the west. For each tile, cloud-free observations are available over a 10-year period, with a temporal resolution of 16 days. In addition, 10,000 time series have been sampled from pixels within the central tile. To these time series, we have artificially introduced an additional 25% of missing values.Your goal is to reconstruct the missing values as accurately as possible, using both the remaining values within each time series and information from the neighboring tiles. The quality of your solution will be evaluated based on the Root Mean Square Error (RMSE)—the lower, the better

https://kaggle.com/competitions/eo-summer-school-2025-hackathon-ndvi-reconstruct
DOI: 10.15468/dl.44v6gu
title: Occurrence Download

description: A dataset containing 79430 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vulpia myuros",
 "Year 1956-2022"
 ]
}

 The dataset includes 79430 records from 1265 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015292-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3z866d
title: Occurrence Download

description: A dataset containing 816 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrotopterus auritus (Peters, 1856)"
 ]
}

 The dataset includes 816 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0147037-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iyafk6
title: Occurrence Download

description: A dataset containing 4052 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Daucus muricatus (L.) L.",
 "TaxonKey is Daucus pusillus Michx.",
 "TaxonKey is Daucus sahariensis Murb.",
 "TaxonKey is Debregeasia longifolia (Burm.fil.) Wedd.",
 "TaxonKey is Merremia peltata (L.) Merr.",
 "TaxonKey is Decticus albifrons (Fabricius, 1775)"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4052 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012616-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvhra4
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtandra luteiflora H.J.Atkins"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017803-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjyeh2
title: Occurrence Download

description: A dataset containing 179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is North America",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Crotalus basiliscus (Cope, 1864)"
 ]
}

 The dataset includes 179 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146304-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pv4heh
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((42.85422 50.53161,63.76120 50.53161,63.76120 60.39734,42.85422 60.39734,42.85422 50.53161))",
 "HasCoordinate is true",
 "TaxonKey is Linnaea borealis L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 111 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012616-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rw27j6
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Delosperma aereum (L.Bolus) L.Bolus"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017815-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qb6w6u
title: Occurrence Download

description: A dataset listing the 7 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pteris vittata L."
 ]
}

 The dataset's 7 records were derived from 211 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199293-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjdrbk
title: Occurrence Download

description: A dataset containing 4617 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Canada",
 "Country is United States of America"
 ]
 },
 "Year 1960-2018",
 "TaxonKey is Acer saccharum Marshall"
 ]
}

 The dataset includes 4617 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012616-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7t9pc
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium splendens Elfstr."
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027636-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cj5q7s
title: Occurrence Download

description: A dataset containing 11927 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Belize",
 "Country is Guatemala",
 "Country is Mexico"
 ]
 },
 "TaxonKey is Amazona farinosa (Boddaert, 1783)"
 ]
}

 The dataset includes 11927 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0345593-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.idyoio
title: Occurrence Download

description: A dataset containing 9792 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tradescantia fluminensis Vell."
 ]
}

 The dataset includes 9792 records from 206 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012616-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.puwxcq
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtandra lysiosepala (A.Gray) C.B.Clarke"
 ]
}

 The dataset includes 141 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017823-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10937489
title: ELITE SLWR: global 1km 5-min SLUR at SIN Grid-Terra (2005_121-135)

description: The Essential thermal Infrared remoTe sEnsing (ELITE) product suite currently has four types of products, including land surface temperature (LST: clear-sky and all-sky), emissivity (NBE: narrowband emissivity; BBE: broadband emissivity; and spectral emissivity), the component of surface radiation and energy budget (SLUR: surface longwave upwelling radiation; SLDR: surface longwave downward radiation SLDR; SLNR: surface longwave net radiation), and the component of Earth’s radiation budget (OLR; outgoing longwave radiation; RSR: reflected solar radiation). The spatial-temporal resolutions of the ELITE products are mainly determined by the employed satellite data sources. For more information about ELITE products, please refer to the website (https://elite.bnu.edu.cn).

 

This dataset is ELITE surface longwave upward radiation (SLUR) product at 1km spatial resolution and 5-min temporal resolution. It is provided on a Sinusoidal grid and ranges from 2000 to 2022 (continuously updated). This dataset was generated from the Moderate Resolution Imaging Spectrometer (MODIS) data using the algorithms developed by Cheng et al. (2016).

 

This is the ELITE SLUR product in 2005 (DOY: 121-135). Please click here to download the ELITE SLUR product in 2005 (DOY: 136-151).

Dataset Characteristics:



Spatial Coverage: Global

Temporal Coverage: 2005-05-01 ~ 2005-05-15

Spatial Resolution: 1 km

Temporal Resolution: 5-min

Data Format: h5

Projection: Sinusoidal

Scale: 0.05

Offset: -1000


 

Citation (Please cite these papers when using the data):



Cheng, J., & Liang, S. (2016). Global estimates for high spatial resolution clear-sky land surface upwelling longwave radiation from MODIS data. IEEE Transactions on Geoscience and Remote Sensing, 54, 4115-4129.
DOI: 10.5281/zenodo.10937490
title: ELITE SLWR: global 1km 5-min SLUR at SIN Grid-Terra (2005_121-135)

description: The Essential thermal Infrared remoTe sEnsing (ELITE) product suite currently has four types of products, including land surface temperature (LST: clear-sky and all-sky), emissivity (NBE: narrowband emissivity; BBE: broadband emissivity; and spectral emissivity), the component of surface radiation and energy budget (SLUR: surface longwave upwelling radiation; SLDR: surface longwave downward radiation SLDR; SLNR: surface longwave net radiation), and the component of Earth’s radiation budget (OLR; outgoing longwave radiation; RSR: reflected solar radiation). The spatial-temporal resolutions of the ELITE products are mainly determined by the employed satellite data sources. For more information about ELITE products, please refer to the website (https://elite.bnu.edu.cn).

 

This dataset is ELITE surface longwave upward radiation (SLUR) product at 1km spatial resolution and 5-min temporal resolution. It is provided on a Sinusoidal grid and ranges from 2000 to 2022 (continuously updated). This dataset was generated from the Moderate Resolution Imaging Spectrometer (MODIS) data using the algorithms developed by Cheng et al. (2016).

 

This is the ELITE SLUR product in 2005 (DOY: 121-135). Please click here to download the ELITE SLUR product in 2005 (DOY: 136-151).

Dataset Characteristics:



Spatial Coverage: Global

Temporal Coverage: 2005-05-01 ~ 2005-05-15

Spatial Resolution: 1 km

Temporal Resolution: 5-min

Data Format: h5

Projection: Sinusoidal

Scale: 0.05

Offset: -1000


 

Citation (Please cite these papers when using the data):



Cheng, J., & Liang, S. (2016). Global estimates for high spatial resolution clear-sky land surface upwelling longwave radiation from MODIS data. IEEE Transactions on Geoscience and Remote Sensing, 54, 4115-4129.
DOI: 10.15468/dl.5pcb27
title: Occurrence Download

description: A dataset containing 19735 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((27 -25,29 -25,29 -23,27 -23,27 -25))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 19735 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113337-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmfye7
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Wurfbainia micrantha (Ridl.) Škorničk. & A.D.Poulsen"
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135133-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ngoho9
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllomedusa azurea Cope, 1862"
 ]
}

 The dataset includes 172 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012617-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5x62y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parietaria mauritanica Durieu",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135132-240321170329656/datasets/export for details.
DOI: 10.15468/dl.e45t6s
title: Occurrence Download

description: A dataset containing 398 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alpheus formosus Gibbes, 1850"
 ]
}

 The dataset includes 398 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113346-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tc72nc
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Bidens alba (L.) DC."
 ]
}

 The dataset includes 196 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017961-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dh693h
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobium incurvum Lindl."
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017827-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lfayso
title: Occurrence Download

description: A dataset containing 408705 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isopoda"
 ]
}

 The dataset includes 408705 records from 970 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012617-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g6er8z
title: Occurrence Download

description: A dataset containing 823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lycaena thersamon (Esper, 1784)",
 "HasCoordinate is true",
 "Year 2000-2021",
 "Geometry POLYGON((-179.99999 -60.00000,180.00000 -60.00000,180.00000 73.00000,-179.99999 73.00000,-179.99999 -60.00000))",
 "CoordinateUncertaintyInMeters 0-100"
 ]
}

 The dataset includes 823 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047704-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u27v5t
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diglossopis P.L.Sclater, 1856",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 35 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002808-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b22fun
title: Occurrence Download

description: A dataset containing 51131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Elodea nuttallii (Planch.) H.St.John, Heracleum mantegazzianum Sommier & Levier, Hydrocotyle ranunculoides L.fil., Ludwigia grandiflora (Michx.) Greuter & Burdet, Impatiens glandulifera Royle, Myriophyllum aquaticum (Vell.) Verdc., Orconectes limosus (Rafinesque, 1817), Pacifastacus leniusculus (Dana, 1852), Lagarosiphon major (Ridl.) Moss, Lysichiton americanus Hultén & H.St.John, Myriophyllum heterophyllum Michx., Procambarus clarkii (Girard, 1852), Cabomba caroliniana A.Gray, Heracleum persicum Desf. ex Fisch., C.A.Mey. & Avé-Lall., Heracleum sosnowskyi Manden., Ludwigia peploides (Kunth) P.H.Raven, Orconectes virilis (Hagen, 1870), Procambarus fallax f. virginalis Martin, Dorn, Kawai, van der Heiden & Scholtz, 2010)"
 ]
}

 The dataset includes 51131 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062020-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6wyks
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Picea mexicana Martínez"
 ]
}

 The dataset includes 25 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002808-150831095807960/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etumz5
title: Occurrence Download

description: A dataset containing 7830887 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acer L., Aesculus L., Alnus Mill., Amelanchier Medik., Berberis L., Betula L., Carpinus L., Cornus L., Corylus L., Cotoneaster Medik., Ulmus L., Viburnum L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7830887 records from 2326 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062655-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j2hpd7
title: Occurrence Download

description: A dataset containing 302856 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lycopodiales)",
 "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 302856 records from 719 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025105-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9c9bu8
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Squalius keadicus (Stephanidis, 1971)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113354-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.