cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.nksy9t
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adenostemma mauritianum",
 "Country is Mauritius",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007891-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18758/fabatq6o
title: Initial Conditions for stratospheric composition forecasts of polar winter-spring

description: This dataset contains seven netCDF files which were used as initial conditions for seven chemical forecast experiments with IFS-COMPO Cy49R1, as described in section 4.2 and evaluated in section 6 of 
__Chabrillat, S. et al.: Modelling stratospheric composition for the Copernicus Atmosphere Monitoring Service: multi-species evaluation of IFS-COMPO Cy49, Geosci. Model Dev., https://doi.org/10.5194/gmd-18-8973-2025, 2025__

These initial conditions for 121 gas-phase species combine composition output from two different modelling and data assimilation systems:

* BRAM3, the BASCOE Reanalysis of Aura-MLS version 3 (58 gas-pahase chemical species with O3, N2O, H2O, HNO3, HCl, CO, CH3Cl and ClO contrained from Aura-MLS v4.2 and 50 other species as unconstrained CTM output). See companion dataset: https://doi.org/10.18758/8klj122q
* IFS-COMPO Cy48R1 (121 gas-phase chemical species as unconstrained composition output) 

in the following manner: 

* Use BRAM3 species at stratospheric levels 
* Use IFS-COMPO at stratospheric levels for species which are in IFS-COMPO but not in BRAM3
 (i.e. species of interest for tropospheric composition but not for stratospheric composition) 
* Use IFS-COMPO at tropospheric levels for all 121 species 


Filename pattern indicates the two combined data sources, the horizontal grid and the validity datetime: 

* BRAM3_NL.[xxxx]_F48_yyyymmdd0000_0h.nc 
* BRAM3: data source for stratospheric species 
* NL.[xxxx]: data source for tropospheric species is earlier IFS-COMPO experiment run by Vincent Huijnen (KNMI, class NL) and labelled [xxxx] 
* \_F48\_ : IFS-COMPO data source was first interpolated to horizontal grid F48 
* yyyymmdd: validity date of the intial conditions 
* 0000_0h: validity time is 0h UTC 

As indicated in the netCDF files which comply with CF 1.7 metadata conventions: 

* Horizontal grid is regular longitude-latitude 2°x2° grid 
* Vertical grid comprise 137 hybrid sigma-pressure levels 

To use as initial conditions for another model than IFS-COMPO: 

* Vertical grid is hybrid sigma-pressure levels i.e. require surface pressures. These should be downloaded from ERA5 for the corresponding validity dates. 
* Proper comparison requires the same dynamical constraints on temperature, winds and surface pressure i.e. those fields should also be downloaded and used as input for your chemical forecast experiments, e.g. every 6h (CTM experiments) or every 24h (SD-GCCM experiments).
DOI: 10.15468/dl.vyb95h
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prosipho crassicostatus (Melvill & Standen, 1907)"
 ]
}

 The dataset includes 34 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0096264-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9u727s
title: Occurrence Download

description: A dataset containing 12159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Prunus cerasus L.",
 "Year 1991-2021"
 ]
}

 The dataset includes 12159 records from 303 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0237752-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ndxycf
title: Occurrence Download

description: A dataset containing 20216 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Genista hispanica L.",
 "HasCoordinate is true",
 "Year is greater than or equal to 1900",
 "BasisOfRecord is one of (Human Observation, Specimen, Unknown evidence)"
 ]
}

 The dataset includes 20216 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050409-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nr69aq
title: Occurrence Download

description: A dataset containing 2184 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Occurrence (present/absence) and abundance of zooplankton in Murchison Bay, Lake Victoria"
 ]
}

 The dataset includes 2184 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0237750-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98qnhh
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prosipho glacialis Thiele, 1912"
 ]
}

 The dataset includes 71 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0096268-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crd26b
title: Occurrence Download

description: A dataset containing 7554 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amaranthus graecizans L."
 ]
}

 The dataset includes 7554 records from 347 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0237756-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhrmse
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Prosopis alba var. panta Griseb."
 ]
}

 The dataset includes 40 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0165200-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ht9erb
title: Occurrence Download

description: A dataset containing 3796 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lupinus densiflorus Benth."
 ]
}

 The dataset includes 3796 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0237762-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.efbqdu
title: Occurrence Download

description: A dataset containing 3384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Accipiter gentilis (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Country is Norway",
 "DatasetKey is Norwegian Species Observation Service",
 "Year is 2015",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3384 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252773-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qwfmq
title: Occurrence Download

description: A dataset containing 345833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachypodium sylvaticum (Huds.) P.Beauv.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 345833 records from 1126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0096273-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29tcev
title: Occurrence Download

description: A dataset containing 52773 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Month is April",
 "Month is July",
 "Month is August",
 "Month is June",
 "Month is May"
 ]
 },
 "Year 1970-2019",
 "TaxonKey is Histrionicus histrionicus (Linnaeus, 1758)"
 ]
}

 The dataset includes 52773 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033030-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y0j2b3
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008761-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4o9dy4
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009108-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tay4vt
title: Occurrence Download

description: A dataset containing 9902 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Perimyotis subflavus (F.Cuvier, 1832)",
 "TaxonKey is Myotis evotis (H.Allen, 1864)"
 ]
}

 The dataset includes 9902 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005874-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a25mec
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001242-160430102343922/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fzdowg
title: Occurrence Download

description: A dataset containing 635614384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 635614384 records from 13632 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066468-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eza33u
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pholidoscelis alboguttatus (Boulenger, 1896)"
 ]
}

 The dataset includes 131 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0290099-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uwfftc
title: Occurrence Download

description: A dataset containing 392 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Abarema abbottii (Rose & Leonard) Barneby & J.W.Grimes, Abarema acreana (J.F.Macbr.) L.Rico, Abarema alexandri (Urb.) Barneby & J.W.Grimes, Abarema asplenifolia (Griseb.) Barneby & J.W.Grimes, Abarema auriculata (Benth.) Barneby & J.W.Grimes)"
 ]
}

 The dataset includes 392 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110040-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112041445
title: Cuneiform Tablet 1913.14.1720, Spurlock 1913.14.1720

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1720; CDLI P421571 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Orange Yellow (10YR 8.5/2.5) ❧ [Physical Object Note:] 3.8 x 2.7 x 1.5 cm (15 g)
DOI: 10.15468/dl.6udd42
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oreopanax ecuadorensis Seem."
 ]
}

 The dataset includes 169 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0264762-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5et3q2
title: Occurrence Download

description: A dataset containing 2536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chiroptera",
 "Country is Equatorial Guinea"
 ]
}

 The dataset includes 2536 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025354-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ef4bqc
title: Occurrence Download

description: A dataset containing 1474 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-58.60107 -23.80947,-50.64697 -23.80947,-50.64697 -17.18698,-58.60107 -17.18698,-58.60107 -23.80947))",
 "HasGeospatialIssue is false",
 "TaxonKey is Mammalia",
 "Year 2012-2022"
 ]
}

 The dataset includes 1474 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0224320-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y2nvqe
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abarema abbottii (Rose & Leonard) Barneby & J.W.Grimes, Abarema acreana (J.F.Macbr.) L.Rico, Abarema alexandri (Urb.) Barneby & J.W.Grimes, Abarema asplenifolia (Griseb.) Barneby & J.W.Grimes, Abarema auriculata (Benth.) Barneby & J.W.Grimes)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 135 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110055-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112041446
title: Cuneiform Tablet 1913.14.1720, Spurlock 1913.14.1720

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1720; CDLI P421571 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Orange Yellow (10YR 8.5/2.5) ❧ [Physical Object Note:] 3.8 x 2.7 x 1.5 cm (15 g)
DOI: 10.25549/inscriptifact-ouc112041614
title: Cuneiform Tablet 1913.14.1720, Spurlock 1913.14.1720

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1720; CDLI P421571 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Orange Yellow (10YR 8.5/2.5) ❧ [Physical Object Note:] 3.8 x 2.7 x 1.5 cm (15 g)
DOI: 10.15468/dl.mmc5fm
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gastrallus dimidiatus Sakai, 1984",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227711-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vebsdh
title: Occurrence Download

description: A dataset containing 190817 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Lao People’s Democratic Republic"
 ]
}

 The dataset includes 190817 records from 610 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110042-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ndmsgr
title: Occurrence Download

description: A dataset containing 3611 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geranium thunbergii Siebold & Zucc. ex Lindl. & Paxton",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3611 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038748-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112042074
title: Cuneiform Tablet 1913.14.1723, Spurlock 1913.14.1723

description: [Text Description:] Receipt of rams and lambs for sacrifice ❧ [Text or Publication Number Note:] Spurlock 1913.14.1723; CDLI P421574 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Brownish Pink (5YR 7.5/2.5) Yellowish Gray (10YR 8.5/1.5) ❧ [Physical Object Note:] 3.7 x 2.3 x 1.4 cm (15 g)
DOI: 10.15468/dl.84bsk9
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Dendrobates auratus (Girard, 1855)",
 "Year 1000-1917"
 ]
}

 The dataset includes 75 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110052-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c24rs7
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Proteles cristatus (Sparrman, 1783)",
 "Year 2012-2022"
 ]
}

 The dataset includes 89 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227716-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.584gsd
title: Occurrence Download

description: A dataset containing 1204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geranium wilfordii Maxim.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1204 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038750-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhxbnt
title: Occurrence Download

description: A dataset containing 368 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chinese Taipei",
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Vanellus vanellus (Linnaeus, 1758)",
 "Year 2018-2018"
 ]
}

 The dataset includes 368 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0264003-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112041060
title: Cuneiform Tablet 1913.14.1718, Spurlock 1913.14.1718

description: [Text Description:] Receipt of sheep for offerings ❧ [Text or Publication Number Note:] Spurlock 1913.14.1718; CDLI P421569 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Dark Gray (N 4.25/ 13.7% R) Yellowish White (10YR 9/1) ❧ [Physical Object Note:] 3.4 x 2.4 x 1.4 cm (12 g)
DOI: 10.15468/dl.dze97y
title: Occurrence Download

description: A dataset containing 56654 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carthamus L."
 ]
}

 The dataset includes 56654 records from 656 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0288535-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/5gtz2vhl
title: Concept Representation Learning with Contrastive Self-Supervised Learning

description: Concept-oriented deep learning (CODL) is a general approach to meet the future challenges for deep learning: learning with little or no external supervision, coping with test examples that come from a different distribution than the training examples, and integrating deep learning with symbolic AI.
DOI: 10.57702/ccgj9dta
title: Wolf movement data

description: The dataset used in this paper is a collection of animal movement data, including the positions of wolves in Yellowstone National Park.
DOI: 10.57702/4xd5nr31
title: SURREAL Dataset

description: A large-scale dataset of synthetic humans with various actions and poses.
DOI: 10.57702/eiqa2hup
title: Station-keeping of quasi Halo orbits around the L2 point

description: The dataset used in this paper for station-keeping of quasi Halo orbits around the L2 point in the Earth-Moon system.
DOI: 10.57702/qsg5m2i1
title: Tic-Tac-Toe

description: The dataset used in the paper is a collection of 6 publicly available datasets from the UCI Machine Learning repository.
DOI: 10.57702/321mb3kx
title: LBOX OPEN

description: The LBOX OPEN dataset consists of one legal corpus, two classiﬁcation tasks, two legal judgement prediction tasks, and one summarization task.
DOI: 10.57702/tvflez6m
title: Ground collection dataset for irrigation detection

description: Ground collection dataset for irrigation detection
DOI: 10.57702/3ul72jo1
title: Barbell graph

description: The dataset used in the paper is a real-world temporal dataset for network embedding, specifically the Barbell graph.
DOI: 10.57702/zpqt2oj0
title: Open Data of Ecuador

description: Metadata of papers indexed in Scopus, Open Data of Ecuador dataset, and DBPedia dataset
DOI: 10.57702/p5fryudt
title: TMALL

description: The TMALL dataset is a large dataset that consists of interaction logs from the e-commerce TMALL website.