cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14990200
title: Sentinel-2 Sample Data

description: This repository contains 5 Sentinel-2 Level-2A (12 bands) images that are part of the BigEarthNet Dataset (Sumbul et al. 2019, https://bigearth.net/). The images in this dataset focus on coastal areas.

The image data for each scene and band were upscaled to a common ground sample distance of 10m per pixel using linear interpolation. Furthermore, all bands of each scence were combined into a single NumPy array and stored into separate .npy binary files. Data processing was performed by Linus Scheibenreif, University of St. Gallen.

The data can be easily read in with Python using the following code snippet:

import osimport numpy as np

data = []for filename in os.listdir('data/'):    if filename.endswith('.npy'):        data.append(np.load(open(os.path.join('data', filename), 'rb'),                        allow_pickle=True))data = np.array(data)

This repository also contains the file coastal_labels.json, which contains polygons for labels grassland, forest, water and sand, using the YOLO format.

This dataset is provided mainly for teaching purposes under the Creative Commons Attribution 4.0 International licence. BigEarthNet data are provided under the Community Data License Agreement (Permissive, Version 1.0).

Michael Mommert, Stuttgart University of Applied Sciences, 2025-03-07
DOI: 10.5281/zenodo.14990194
title: cygnus_columbianus_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.14990195
title: cygnus_columbianus_decontaminated_FSCR.fasta.gz
DOI: 10.15468/dl.gkdpj5
title: Occurrence Download

description: A dataset containing 12076 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chilocorus bipustulatus (Linnaeus, 1758)"
 ]
}

 The dataset includes 12076 records from 359 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008156-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pv8hb8
title: Occurrence Download

description: A dataset containing 1221821 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fraxinus excelsior L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 1221821 records from 3059 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008154-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xt4eqq
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.05859 -55.17887,-63.45703 -56.17002,-63.45703 -47.5172,-58.18359 -39.09596,-48.69141 -31.35364,-47.28516 -20.30342,-49.74609 -6.3153,-59.23828 2.1089,-67.32422 5.96575,-74.00391 6.3153,-81.03516 3.16246,-83.84766 -5.61599,-78.57422 -11.1784,-75.76172 -17.64402,-72.59766 -20.30342,-73.30078 -27.9944,-75.76172 -38.82259,-77.87109 -46.80006,-78.22266 -52.26816,-75.05859 -55.17887))",
 "TaxonKey is Liolaemus wari Aguilar, Wood, Cusi, Guzmán, Huari, Lundberg, Mortensen, Ramírez, Robles, Suárez, Ticona, Vargas, Venegas & Sites, 2013"
 ]
}

 The dataset includes 21 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013511-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nnbukf
title: Occurrence Download

description: A dataset containing 2310 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 8.87998988662888",
 "DecimalLongitude is less than 8.88304943981327",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 2310 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008216-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p7ahbj
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate rounded"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Anableps anableps (Linnaeus, 1758)"
 ]
}

 The dataset includes 138 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0134343-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vmsvb
title: Occurrence Download

description: A dataset containing 613 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is Australia",
 "Year 1960-2019",
 {
 "or" : [
 "DatasetKey is National Herbarium of Victoria (MEL) AVH data",
 "DatasetKey is BRI AVH Data and Images",
 "DatasetKey is WildNet - Queensland Wildlife Data",
 "DatasetKey is NSW BioNet Atlas",
 "DatasetKey is Flora Atlas N.T."
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Pipturus argenteus (G.Forst.) Wedd.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 613 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013513-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.my9hvc
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1049.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Amphithemis Selys, 1891"
 ]
}

 The dataset includes 17 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067641-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wh526w
title: Occurrence Download

description: A dataset listing the 94 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sarcolaenaceae"
 ]
}

 The dataset's 94 records were derived from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127757-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gz6gwz
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Year 1970-2019",
 "HasCoordinate is true",
 "TaxonKey is Attalea butyracea (Mutis ex L.f.) Wess.Boer",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013515-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7c93a
title: Occurrence Download

description: A dataset containing 22 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 Diasporus citrinobapheus Hertz, Hauenschild, Lotzkat & Köhler, 2012"
 ]
}

 The dataset includes 22 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020621-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3d5xnp
title: Occurrence Download

description: A dataset containing 3055 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saururus cernuus L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3055 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141649-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.544m3m
title: Occurrence Download

description: A dataset containing 2460 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lysiloma latisiliquum (L.) Benth."
 ]
}

 The dataset includes 2460 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042345-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vexq8h
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centropogon densiflorus subsp. densiflorus"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013516-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n4ycyx
title: Occurrence Download

description: A dataset containing 363 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 Tigriornis leucolopha (Jardine, 1846)"
 ]
}

 The dataset includes 363 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052457-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11281576
title: ELITE SLWR: global 1km daily SLDR at SIN Grid   (2017_244-304)

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 daily surface longwave downward radiation (SLDR) product at 1km spatial resolution. It is provided on a Sinusoidal grid and ranges from 2000 to 2022 (continuously updated). This dataset was generated from the ELITE surface longwave downward radiation (SLDR) product using the algorithms developed by Zeng et al. (2021).

 

This is the ELITE Daily SLDR product in 2017 (DOY: 244-304). Please click here to download the ELITE Daily SLDR product in 2017 (DOY: 305-365).

Dataset Characteristics:



Spatial Coverage: Global

Temporal Coverage: 2017-09-01 ~ 2017-10-31

Spatial Resolution: 1 km

Temporal Resolution: Daily

Data Format: h5

Projection: Sinusoidal

Scale: 0.05

Offset: -1000

Fill value: 999


 

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



Zeng, Q., & Cheng, J. (2021). Estimating high-spatial resolution surface daily longwave radiation from the instantaneous Global LAnd Surface Satellite (GLASS) longwave radiation product. International Journal of Digital Earth, 14(11), 1674-1704.
DOI: 10.15468/dl.2gwt3t
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "DatasetKey is Reef Life Survey: Global reef fish dataset",
 {
 "or" : [
 "TaxonKey is Chaetodon ornatissimus Cuvier, 1831",
 "TaxonKey is Chaetodon ornatissimus var. ornatissimus",
 "TaxonKey is Chaetodon ornatissimus var. kaupi Ahl, 1923"
 ]
 }
 ]
}

 The dataset includes 196 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118597-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vq4prg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is all_spp",
 "Year is less than or equal to 2017",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008114-171219132708484/datasets/export for details.
DOI: 10.15468/dl.dbcs3r
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aquilaria agallocha (Lour.) Roxb. ex Finl."
 ]
}

 The dataset includes 66 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020623-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9je4jj
title: Occurrence Download

description: A dataset containing 401 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Datura ceratocaula Ortega"
 ]
}

 The dataset includes 401 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0344127-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdmxds
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centropogon carpishensis B.A.Stein"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013484-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pvhccp
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Beilschmiedia wieringae Kosterm."
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052463-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wutj4a
title: Occurrence Download

description: A dataset containing 11847 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Census of plant species of Benin (West Africa): Database4"
 ]
}

 The dataset includes 11847 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124456-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwt3fp
title: Occurrence Download

description: A dataset containing 889 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-94.47678 -6.37612,-43.14866 -6.37612,-43.14866 14.14635,-94.47678 14.14635,-94.47678 -6.37612))",
 "HasCoordinate is true",
 "TaxonKey is Bothrops asper (Garman, 1883)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 889 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023321-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awhjrg
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Garcinia lanessanii Pierre"
 ]
}

 The dataset includes 36 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001284-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvtmkq
title: Occurrence Download

description: A dataset containing 2422303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2422303 records from 1268 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067646-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghjub8
title: Occurrence Download

description: A dataset listing the 13 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhea pennata d'Orbigny, 1834"
 ]
}

 The dataset's 13 records were derived from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018612-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpbn7d
title: Occurrence Download

description: A dataset containing 704 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eriophorum scheuchzeri Hoppe",
 "MediaType is Image",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 704 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0408079-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8dpc3
title: Occurrence Download

description: A dataset containing 6134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Fossil, Specimen)",
 "DatasetKey is Natural History Museum Rotterdam - Specimens",
 "TaxonKey is one of (Odobenidae, Phocidae, Otariidae)"
 ]
}

 The dataset includes 6134 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016753-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-1088
title: Maiak = [Lighthouse], vol. 13, no. 3 (1935)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.7tk6un
title: Occurrence Download

description: A dataset containing 26833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "Geometry POLYGON((-9.2 38.3,-8.9 38.3,-8.9 38.6,-9.2 38.6,-9.2 38.3))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae",
 "Year 2010-2024"
 ]
}

 The dataset includes 26833 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009380-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ca26nc
title: Occurrence Download

description: A dataset containing 330 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Brunei Darussalam",
 "Country is Cambodia",
 "Country is Indonesia",
 "Country is Lao People’s Democratic Republic",
 "Country is Malaysia",
 "Country is Myanmar",
 "Country is Philippines",
 "Country is Singapore",
 "Country is Thailand",
 "Country is Viet Nam"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mimosa pigra L."
 ]
}

 The dataset includes 330 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157073-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.scadhz
title: Occurrence Download

description: A dataset containing 1443 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Pandion haliaetus (Linnaeus, 1758)"
 ]
}

 The dataset includes 1443 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014185-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-896
title: Maiak = [Lighthouse], vol. 12, no. 2 (1934)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.anda5k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ancistrus sericeus (Cope, 1872)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0325658-210914110416597/datasets/export for details.
DOI: 10.25549/pcra-c14-1182
title: Maiak = [Lighthouse], vol. 13, no. 9 (1935)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.kgkdwj
title: Occurrence Download

description: A dataset containing 6006 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Senna tora (L.) Roxb."
 ]
}

 The dataset includes 6006 records from 276 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016752-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jm58tb
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypsolebias shibattai Nielsen, Martins, de Araujo & dos Reis Suzart, 2014"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0325692-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-1051
title: Maiak = [Lighthouse], vol. 13, no. 1 (1935)

description: [description english/roman)] Monthly
DOI: 10.25549/pcra-c14-15659
title: Gost' = The guest, vol. 7, no. 10 ([October] 1917)

description: [description english/roman)] Monthly