cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.36vee4
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Gaya gracilipes K.Schum."
 ]
}

 The dataset includes 126 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297517-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.efpj8c
title: Occurrence Download

description: A dataset containing 170478 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acridotheres fuscus (Wagler, 1827))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 170478 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0291685-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zav8ys
title: Occurrence Download

description: A dataset containing 831 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Geometry POLYGON((-147.71822 12.34264,-49.36657 12.34264,-49.36657 70.2807,-147.71822 70.2807,-147.71822 12.34264))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lepidium draba L."
 ]
}

 The dataset includes 831 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301008-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tys3m
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ononis jahandiezii Maire & Weiller"
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052563-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.enn7hh
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lathraeocarpa decaryi Bremek."
 ]
}

 The dataset includes 20 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004437-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8uav7
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abolboda americana (Aubl.) Lanj."
 ]
}

 The dataset includes 316 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0291744-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vrst7f
title: Occurrence Download

description: A dataset containing 547 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lonchura quinticolor (Vieillot, 1807))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 547 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301047-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ws7ux
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ononis crinita Pomel"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052548-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2fvar
title: Occurrence Download

description: A dataset containing 725 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Bombax contorquipetalum Hoehne, Bombax heteromorphum Kuntze, Bombax longiflorum (Mart.) K.Schum., Pseudobombax longiflorum (Mart. & Zucc.) A.Robyns)"
 ]
}

 The dataset includes 725 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297524-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f5m49d
title: Occurrence Download

description: A dataset containing 266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tetradium daniellii (Benn.) T.G.Hartley",
 "Year is greater than or equal to 1981",
 "HasCoordinate is true"
 ]
}

 The dataset includes 266 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301010-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5a26b5
title: Occurrence Download

description: A dataset containing 216 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nystalea collaris Schaus, 1910"
 ]
}

 The dataset includes 216 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069492-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sa2sns
title: Occurrence Download

description: A dataset containing 825 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Theraps intermedius (Günther, 1862)"
 ]
}

 The dataset includes 825 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0291735-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nsu3mk
title: Occurrence Download

description: A dataset containing 90761 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Corvus capensis Lichtenstein, 1823, Coreus capensis Westwood, 1842, Corizus capensis Germar, 1838, Corvus papuensis Gmelin, 1788, Coccus capensis Linnaeus, 1763)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 90761 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297533-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhmset
title: Occurrence Download

description: A dataset containing 259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Spodoptera frugiperda J.E.Smith, 1797"
 ]
}

 The dataset includes 259 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301054-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcx4eq
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abolboda acicularis Idrobo & L.B.Sm."
 ]
}

 The dataset includes 49 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0291738-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.juphfr
title: Occurrence Download

description: A dataset containing 10354 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ononis fruticosa L."
 ]
}

 The dataset includes 10354 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052557-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v39wcu
title: Occurrence Download

description: A dataset containing 22522 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Veniliornis mixtus (Boddaert, 1783))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 22522 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297521-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hrqshm
title: Occurrence Download

description: A dataset containing 7096 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Andigena hypoglauca (Gould, 1833))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7096 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301022-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57zthb
title: Occurrence Download

description: A dataset containing 1341 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Myrmochanes hemileucus (P.L.Sclater & Salvin, 1866))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1341 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0291745-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmkmxg
title: Occurrence Download

description: A dataset containing 19723 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Catálogo de Plantas das Unidades de Conservação do Brasil"
 ]
}

 The dataset includes 19723 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052535-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p6njyv
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lathraea rhodopea Dingler"
 ]
}

 The dataset includes 30 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004434-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7qru6
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Megascops colombianus (Traylor, 1952))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 18 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0291747-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2jrazy
title: Occurrence Download

description: A dataset containing 508 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acmispon utahensis (Ottley) Brouillet"
 ]
}

 The dataset includes 508 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301060-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdu7ms
title: Occurrence Download

description: A dataset containing 3213 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ononis aragonensis Asso"
 ]
}

 The dataset includes 3213 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052536-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tx6yqs
title: Occurrence Download

description: A dataset containing 346 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Natuurmuseum Brabant, Tilburg - Botany",
 "Country is Croatia"
 ]
}

 The dataset includes 346 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002202-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9fbqma
title: Occurrence Download

description: A dataset containing 34936 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phytomyza rufescens Roser, 1840, Phomopsis hieracii H.C.Greene, Tephritis ruralis (Loew, 1844), Hoplomachus thunbergii (Fallen, 1807), Erythria alpina (Vidano, 1959), Scopula fibulata (Guenée), Chorebus pimpinellae Griffiths, 1967, Puccinia pimpinellae (F.Strauss) Link, Phytomyza adjuncta Hering, 1928, Phytomyza melana Hendel, 1920, Phytomyza pimpinellae Hendel, 1924, Symphyosira rosea Keissl., Agonopterix capreolella Zeller, 1839, Microbotryum pinguiculae (Rostr.) Vánky, Zanclognatha martha Barnes, 1928, Pilophorus strobicola Knight, 1926, Pilophorus amoenus Uhler, 1887, Macaria masquerata Ferguson, 2008, Coleotechnites coniferella (Kearfott, 1907), Eufidonia convergaria (Walker, 1860), Macaria marmorata (Ferguson, 1972), Papestra quadrata Smith, 1891, Zale metatoides McDunnough, 1943, Zale obliqua Guenée, 1852, Cydia toreuta (Grote, 1873), Eucopina gloriola (Heinrich, 1931), Macaria transitaria Walker, 1861, Dioryctria disclusa Heinrich, 1953, Zelleria haimbachi Busck, 1915, Macaria minorata Packard, 1873, Hypoprepia miniata (Kirby, 1837), Lapara bombycoides Walker, 1856, Caripeta piniata (Packard, 1870), Pococera robustella Zeller, 1848, Incisalia eryphon (Boisduval, 1852), Zale duplicata Bethune, 1865, Tetyra bipunctata (Herrich-Schaeffer, 1839), Aphrophora parallela (Say, 1824), Chrysobothris trinervia (Kirby, 1837), Buprestis salisburyensis Herbst, 1801, Dicerca tenebrica (Kirby, 1837), Rhyacionia buoliana (Denis & Schiffermüller), 1775, Chionaspis pinifoliae (Fitch, 1856), Neodiprion pratti banksianae Rohwer, Neodiprion swainei Middleton, Lecanosticta acicola (Thüm.) Syd., Grosmannia clavigera (Rob.-Jeffr. & R.W.Davidson) Zipfel, Z.W.de Beer & M.J.Wingf., Dendroctonus ponderosae Hopkins, 1902, Meloderma desmazieri (Duby) Darker, Rhyacionia adana Heinrich, 1923)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 34936 records from 400 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002200-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.twxmwx
title: Occurrence Download

description: A dataset containing 135416 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ukraine, Russian Federation)",
 "DatasetKey is one of (EOD – eBird Observation Dataset, iNaturalist Research-grade Observations, RU-BIRDS.RU, Birds observations database from Russia and neighboring regions. Zoological Museum of M.V. Lomonosov Moscow State University.)",
 "GadmGid is one of (UKR.4_1, UKR.26_1, UKR.6.6_1, UKR.15_1, UKR.9_1, RUS)",
 "OccurrenceStatus is Present",
 "TaxonKey is Columbiformes",
 "Year 2005-2025"
 ]
}

 The dataset includes 135416 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002197-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6cyf3n
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Xeno-canto - Soundscapes from around the world",
 "Country is Croatia"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002203-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwqe3t
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is NHMO Bird collection",
 "Country is Croatia"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002205-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29150558
title: Graphical Abstract.png

description: Graphical Abstract
DOI: 10.25345/c5862bq49
title: MassIVE MSV000097995 - Identification of Anti-inflammatory and antimicrobial compounds from leaves and rhizome of Iris pseudacorus collected in Ireland bogland using chemical profiling techniques
title: 16 Iris plants were collected in Ireland for the chemical composition of the different plant parts collected in three different (Donegal, Kildare and Offaly) regions in Ireland
DOI: 10.15468/dl.84es9f
title: Occurrence Download

description: A dataset containing 193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Ganoderma lucidum (Curtis) P.Karst."
 ]
}

 The dataset includes 193 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002206-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkdcxn
title: Occurrence Download

description: A dataset containing 439111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-71.54988 -18.60981,-71.26209 -20.10627,-75.4637 -33.11399,-77.93862 -44.22235,-77.24795 -54.64004,-67.23316 -56.82717,-64.01 -54.64004,-67.57849 -51.76222,-71.20454 -51.532,-71.43476 -48.13618,-71.60743 -42.49566,-69.76563 -37.14293,-69.13251 -28.85483,-66.60004 -23.50209,-68.95984 -16.94068,-71.54988 -18.60981))"
 ]
}

 The dataset includes 439111 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002207-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15521646
title: Multi-basin LSTM Caravan input data
DOI: 10.5281/zenodo.15521647
title: Multi-basin LSTM Caravan input data
DOI: 10.5281/zenodo.14923825
title: Dataset for "Exploring the viability of a machine learning based multimodel for quantitative precipitation forecast post-processing"

description: Title: Dataset for "Exploring the viability of a machine learning based multimodel for quantitative precipitation forecast post-processing"

Description:This dataset supports the study presented in the paper "Exploring the viability of a machine learning based multimodel for quantitative precipitation forecast post-processing". The work focuses on improving quantiative precipitation forecast over the Piedmont and Aosta Valley regions in Italy by blending outputs from four Numerical Weather Prediction (NWP) models using machine learning architectures including Multi-Layer Perceptrons (MLPs), U-Net and Residual U-Net as Convolutional Neural Networks (CNNs), and NWIOI as observational data (Turco et al., 2013).

Observational data from NWIOI serve as the ground truth for model training. The dataset contains 406 gridded precipitation events from 2018 to 2022.

Dataset contents:



obs.zip: NWIOI observed precipitation data (.csv format, one file per event)

subsets.zip: Events dates for 10 different training-validation-test sets, retrieved with 10-fold cross validation (.csv format, one file per set and per split)

domain_mask.csv: Binary mask (1 for grid points in the study area, 0 otherwise)

allevents_dates_zenodo.csv: Summary statistics and classification of all events by intensity and nature, used for subsets creation with 10-fold cross validation


Citations:



NWIOI: Turco, M., Zollo, A. L., Ronchi, C., De Luigi, C., & Mercogliano, P. (2013). Assessing gridded observations for daily precipitation extremes in the Alps with a focus on northwest Italy. Natural Hazards and Earth System Sciences, 13(6), 1457–1468.
DOI: 10.5281/zenodo.14923826
title: Dataset for "Exploring the viability of a machine learning based multimodel for quantitative precipitation forecast post-processing"

description: Title: Dataset for "Exploring the viability of a machine learning based multimodel for quantitative precipitation forecast post-processing"

Description:This dataset supports the study presented in the paper "Exploring the viability of a machine learning based multimodel for quantitative precipitation forecast post-processing". The work focuses on improving quantiative precipitation forecast over the Piedmont and Aosta Valley regions in Italy by blending outputs from four Numerical Weather Prediction (NWP) models using machine learning architectures including Multi-Layer Perceptrons (MLPs), U-Net and Residual U-Net as Convolutional Neural Networks (CNNs), and NWIOI as observational data (Turco et al., 2013).

Observational data from NWIOI serve as the ground truth for model training. The dataset contains 406 gridded precipitation events from 2018 to 2022.

Dataset contents:



obs.zip: NWIOI observed precipitation data (.csv format, one file per event)

subsets.zip: Events dates for 10 different training-validation-test sets, retrieved with 10-fold cross validation (.csv format, one file per set and per split)

domain_mask.csv: Binary mask (1 for grid points in the study area, 0 otherwise)

allevents_dates_zenodo.csv: Summary statistics and classification of all events by intensity and nature, used for subsets creation with 10-fold cross validation


Citations:



NWIOI: Turco, M., Zollo, A. L., Ronchi, C., De Luigi, C., & Mercogliano, P. (2013). Assessing gridded observations for daily precipitation extremes in the Alps with a focus on northwest Italy. Natural Hazards and Earth System Sciences, 13(6), 1457–1468.
DOI: 10.15468/dl.cb2nyr
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neohygrocybe subovina (Hesler & A.H.Sm.) Lodge & Padamsee",
 "HasCoordinate is true"
 ]
}

 The dataset includes 66 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002208-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.