cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7970846
title: Evaluation of Spatiotemporal Fusion Methods Using Sentinel-2 And Sentinel-3: A New Benchmark Dataset And Comparison

description: In Earth observation, data fusion is important to generate high temporal and spatial resolution images. Nevertheless, existing research on data fusion primarily concentrates on merging two sources of data (mostly MODIS and Landsat). Therefore, we offer the community a new benchmark dataset for evaluating data fusion using new European sensors (Sentinel-2 and Sentinel-3).


The dataset is composed of three different sites located in different parts of the world to ensure the diversity of the ecosystem. The two components of the dataset are collected from operating missions ( Sentinel-2 and Sentinel-3). We also provide 10 bands for Sentinel-2 ranging from blue to SWIR, 4 bands at 10m resolution and 6 at 20m resolution. For Sentinel-3 16 bands are provided with a spatial resolution of 300m. The multiple bands allow for different applications for this dataset such as testing data fusion methods, etc.
DOI: 10.15468/dl.k2cuhq
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CAN.2_1",
 "TaxonKey is Pardalophora apiculata (Harris, 1835)"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000715-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.476hnz
title: Occurrence Download

description: A dataset containing 1472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon wehrlei Fowler & Dunn, 1917)"
 ]
}

 The dataset includes 1472 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000716-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6dn8r
title: Occurrence Download

description: A dataset listing the 42 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is one of (Dominican Republic, Haiti)",
 "TaxonKey is Lampyridae"
 ]
}

 The dataset's 42 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000711-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2xdx9j
title: Occurrence Download

description: A dataset containing 319012 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Living Specimen, Human Observation, Observation, Material citation, Occurrence evidence, Specimen)",
 "Continent is South America",
 "Country is Colombia",
 "GadmGid is COL.22.48_2",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "Month is one of (January, February, April, March, May, June, July, August, September, October, November, December)",
 "TaxonKey is Plantae",
 "Year 1000-2025"
 ]
}

 The dataset includes 319012 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000712-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ig0d6j
title: Occurrence Download

description: A dataset containing 8474 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is France",
 "MediaType is Image",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 8474 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013527-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/1710015501-eng
title: Population estimates, July 1, by census subdivision, 2021 boundaries

description: Annual total population estimates as of July 1st, by census subdivision, based on the Standard Geographical Classification (SGC) 2021.
DOI: 10.15468/dl.iojo0b
title: Occurrence Download

description: A dataset containing 2956 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobates pumilio Schmidt, 1857"
 ]
}

 The dataset includes 2956 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011286-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.enrrxq
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Furcraea macrophylla Baker"
 ]
}

 The dataset includes 28 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006925-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjnkdj
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eurydice lusitanica"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013526-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vljrs0
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "InstitutionCode is inaturalist",
 "TaxonKey is Senna didymobotrya (Fresen.) H.S.Irwin & Barneby"
 ]
}

 The dataset includes 20 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011287-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsjf7r
title: Occurrence Download

description: A dataset containing 477284 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acer platanoides L."
 ]
}

 The dataset includes 477284 records from 780 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020222-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gyfchn
title: Occurrence Download

description: A dataset containing 13127 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Helix pomatia Linnaeus, 1758"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13127 records from 367 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013530-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkf43d
title: Occurrence Download

description: A dataset containing 9132 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Aristida adscensionis L.",
 "TaxonKey is Aristida congesta Roem. & Schult.",
 "TaxonKey is Aristida dichotoma Michx.",
 "TaxonKey is Aristida hordeacea Kunth",
 "TaxonKey is Aristida junciformis Trin. & Rupr.",
 "TaxonKey is Aristida longespica Poir.",
 "TaxonKey is Aristida oligantha Michx."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9132 records from 188 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011287-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.la0jnz
title: Occurrence Download

description: A dataset containing 439 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichophorum subcapitatum (Thwaites) D.A.Simpson"
 ]
}

 The dataset includes 439 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046019-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hizyps
title: Occurrence Download

description: A dataset containing 12583 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Heliotropium europaeum L."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12583 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013528-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kphuf1
title: Occurrence Download

description: A dataset containing 2588 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-100.23486 17.4932,-94.53955 17.4932,-94.53955 20.68213,-100.23486 20.68213,-100.23486 17.4932))",
 "TaxonKey is Nyctaginaceae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2588 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011287-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umsx2z
title: Occurrence Download

description: A dataset containing 1515 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Curcuma longa L."
 ]
}

 The dataset includes 1515 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020231-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/sy6vae
title: Chalinula tamoiensis sp. nov. (Porifera: Haplosclerida Chalinidae), a new species from Ilha Grande Bay, Rio de Janeiro state

description: This dataset contains the digitized treatments in Plazi based on the original journal article Luna, Tayná, Bispo, André, Esteves, Eduardo Leal (2025): Chalinula tamoiensis sp. nov. (Porifera: Haplosclerida Chalinidae), a new species from Ilha Grande Bay, Rio de Janeiro state. Zootaxa 5627 (1): 147-164, DOI: 10.11646/zootaxa.5627.1.5, URL: https://doi.org/10.11646/zootaxa.5627.1.5AbstractIn the present study, we describe a new species belonging to the genus Chalinula from Ilha Grande Bay, Rio de Janeiro state, off Southeast Brazil. Chalinula tamoiensis sp. nov. is thinly to thickly encrusting, purple or pink coloured in life, with oscules raised in volcano shaped projections or more commonly flush with the surface, in thinly encrusting specimens. Skeleton typically anisotropic, with variable amounts of spongin and oxeas ranging from 59 to 90 µm long. Maximum likelihood analyses of large ribosomal subunit DNA (28S rRNA) recovered Chalinula polyphyletic. Chalinula tamoiensis sp. nov. clustered with a subset of species from other ocean basins and was distantly related to Chalinula molitba, from the Tropical Western Atlantic and Chalinula nematifera, from the Central Western Pacific, with which it shares a series of traits. A summary of morphological characters of all species belonging to the genus and new sequences of the larger ribosomal subunit DNA are also provided.
DOI: 10.15468/dl.y7sial
title: Occurrence Download

description: A dataset containing 537066 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hordeum L."
 ]
}

 The dataset includes 537066 records from 602 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009452-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.43uh33
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elysia ornata (Swainson, 1840)",
 "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 237 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050285-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gswq3c
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erica myriocodon Guthrie & Bolus"
 ]
}

 The dataset includes 34 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045348-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wvrfsc
title: Occurrence Download

description: A dataset containing 1255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Lynx rufus (Schreber, 1777)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1255 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002870-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ye7av
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Heteromys teleus Anderson & Jarrín-V., 2002"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050293-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wpeme6
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia rowlandii R.A.Dyer"
 ]
}

 The dataset includes 28 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045350-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqdugb
title: Occurrence Download

description: A dataset containing 3803 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coregonus clupeaformis (Mitchill, 1818)"
 ]
}

 The dataset includes 3803 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014476-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gage7o
title: Occurrence Download

description: A dataset containing 686 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ephedra americana Humb. & Bonpl. ex Willd."
 ]
}

 The dataset includes 686 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002873-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z699jp
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euclea asperrima E.Holzh."
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045337-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e9jv49
title: Occurrence Download

description: A dataset containing 32 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 Cissa thalassina (Temminck, 1826)"
 ]
}

 The dataset includes 32 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050298-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5zdzj
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Caluromys derbianus (Waterhouse, 1841)"
 ]
}

 The dataset includes 138 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002882-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3dyqdt
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia rosea Retz."
 ]
}

 The dataset includes 116 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045329-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgidgg
title: Occurrence Download

description: A dataset containing 146520 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sus scrofa Linnaeus, 1758"
 ]
}

 The dataset includes 146520 records from 473 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002848-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nsnbcz
title: Occurrence Download

description: A dataset containing 2035 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Streptopelia roseogrisea (Sundevall, 1857)"
 ]
}

 The dataset includes 2035 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009453-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c5v6r5
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is USGS Alaska Science Center Polar Bear Maternal Dens"
 ]
}

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045309-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptg3aw
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Begonia longistipula Merr."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054941-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m0rt7o
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypsiboas semiguttatus (Lutz, 1925)"
 ]
}

 The dataset includes 168 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002883-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4d9rzb
title: Occurrence Download

description: A dataset containing 1456 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 Piculus callopterus (Lawrence, 1862)"
 ]
}

 The dataset includes 1456 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054966-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wg6rej
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eudocima procus (Cramer, 1777)"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045333-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w28c6g
title: Occurrence Download

description: A dataset containing 4108 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera onca (Linnaeus, 1758)"
 ]
}

 The dataset includes 4108 records from 166 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002887-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10589314
title: Forecast data for the paper: "Assimilating summer sea-ice thickness observations improves Arctic sea-ice forecast"

description: 1. “Short_term_forecast.mat” contains the short-term ensemble mean sea-ice thickness (SIT) and sea-ice concentration (SIC) forecast results. The dimension of each forecast result variable is [420, 384, 7, 30, 5]. 420 and 384 is the number of the horizontal grids. Seven denotes the seven-day lead time of a single forecast. 30 shows the number of days in which each forecast starts after the model restart. Five indicates that the model restarts monthly from the restart files from the Combined Model and Satellite Thickness (CMST) product in five summer months each year.

2. “Long_term_forecast.mat” contains the long-term ensemble mean sea-ice thickness and sea-ice concentration forecast results. The dimension of the forecast result variables in each year is [420, 384, 270, 5]. Similar to “Short_term_forecast.mat”, 420 and 384 is the number of the horizontal grids. 270 denotes the 270-day lead time of a single forecast. Five indicates that the model restarts monthly from the restart files from CMST in five summer months.

3. “Initial_condition_Short_term_forecast.mat” contains the ensemble mean initial conditions of SIT as plotted in Figure 1 and Figure S2.

 

For more details please refer to the paper “Assimilating summer sea-ice thickness observations improves Arctic sea-ice forecast”