cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8149342
title: GPML files for Plasmodium falciparum pathways

description: Monthly data release from WikiPathways.org
description: {"references": ["Pico AR, Kelder T, van Iersel MP, Hanspers K, Conklin BR, Evelo C. WikiPathways: pathway editing for the people. PLoS Biol. 2008 Jul 22;6(7):e184. doi: 10.1371/journal.pbio.0060184. PMID: 18651794; PMCID: PMC2475545."]}
DOI: 10.15468/dl.fzytep
title: Occurrence Download

description: A dataset containing 92213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "GadmGid is BRA.1_1",
 "TaxonKey is Chordata"
 ]
}

 The dataset includes 92213 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016590-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsgc2b
title: Occurrence Download

description: A dataset containing 92213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "GadmGid is BRA.1_1",
 "TaxonKey is Chordata"
 ]
}

 The dataset includes 92213 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016589-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jk3hsy
title: Occurrence Download

description: A dataset containing 896 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Mexico, United States of America, Canada, Guatemala, Belize, Honduras, Nicaragua, Panama, Costa Rica, Colombia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Euderma maculatum (J.A.Allen, 1891), Dermanura watsoni (Thomas, 1901))"
 ]
}

 The dataset includes 896 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016592-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dkkve8
title: Occurrence Download

description: A dataset containing 4588 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boa imperator Daudin, 1803"
 ]
}

 The dataset includes 4588 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016593-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4qfajp
title: Occurrence Download

description: A dataset containing 389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capra aegagrus Erxleben, 1777",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2020"
 ]
}

 The dataset includes 389 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016594-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2s82dc
title: Occurrence Download

description: A dataset containing 28816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orchidaceae",
 "Country is Colombia",
 "HasCoordinate is true",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 28816 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016595-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13763809
title: Apêndice E
DOI: 10.5281/zenodo.13763810
title: Apêndice E
DOI: 10.5519/qd.vvlwg1dj
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1001 records)
DOI: 10.15468/dl.up49d2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pipistrellus hanaki Hulva & Benda, 2004",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2020"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016596-240906103802322/datasets/export for details.
DOI: 10.15468/dl.szm2b8
title: Occurrence Download

description: A dataset listing the 2132 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "GadmGid is BRA.1_1",
 "TaxonKey is Chordata"
 ]
}

 The dataset's 2132 records were derived from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016591-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hnrs7r
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lyciasalamandra helverseni (Pieper, 1963)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2020"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016597-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqwbsa
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anatololacerta oertzeni (Werner, 1904)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2020"
 ]
}

 The dataset includes 46 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016598-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.8340800
title: Replication Package for the paper titled "On Using Explainable AI to Improve Deep Learning Models with Emerging Results in Vulnerability Prediction"

description: This is a replication Package for the paper titled "On Using Explainable AI to Improve Deep Learning Models with Emerging Results in Vulnerability Prediction".


The directory contains Python scripts to run the vulnerability prediction models as well as the scripts to run the explainability tool.


The directory also contains the datasets used in the paper.
DOI: 10.5281/zenodo.8340801
title: Replication Package for the paper titled "On Using Explainable AI to Improve Deep Learning Models with Emerging Results in Vulnerability Prediction"

description: This is a replication Package for the paper titled "On Using Explainable AI to Improve Deep Learning Models with Emerging Results in Vulnerability Prediction".


The directory contains Python scripts to run the vulnerability prediction models as well as the scripts to run the explainability tool.


The directory also contains the datasets used in the paper.
DOI: 10.15468/dl.azh97g
title: Occurrence Download

description: A dataset containing 28816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orchidaceae",
 "Country is Colombia",
 "HasCoordinate is true",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 28816 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016599-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.esqk3n
title: Occurrence Download

description: A dataset containing 600630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is one of (Acer platanoides L., Adelges tsugae Annand, 1924, Agrilus planipennis Fairmaire, 1888, Alliaria petiolata (M.Bieb.) Cavara & Grande, Channa argus (Cantor, 1842), Crocodylus niloticus Laurenti, 1768, Dreissena polymorpha (Pallas, 1771), Faxonius rusticus (Girard, 1852), Frangula alnus Mill., Heracleum mantegazzianum Sommier & Levier, Heracleum sphondylium L., Hydrocharis morsus-ranae L., Impatiens glandulifera Royle, Kali tragus (L.) Scop., Lissachatina fulica (Bowdich, 1822), Lycorma delicatula (White, 1845), Myriophyllum spicatum L., Phragmites australis subsp. australis, Potamogeton crispus L., Pterois volitans (Linnaeus, 1758), Pueraria lobata (Willd.) Ohwi, Python bivittatus Kuhl, 1820, Reynoutria japonica Houtt., Reynoutria sachalinensis (F.Schmidt) Nakai, Reynoutria ×bohemica Chrtek & Chrtková, Rhamnus cathartica L., Rhinella marina (Linnaeus, 1758), Stratiotes aloides L., Trapa natans L., Vincetoxicum nigrum (L.) Moench, Vincetoxicum rossicum (Kleopow) Barbar.)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 600630 records from 581 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016578-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpd4ac
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-52.27754 1.18584,-80.1589 -12.65069,-65.44374 -40.60782,-38.33686 -22.24235,-31.36653 -6.54462,-52.27754 1.18584))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Epicrates crassus Cope, 1862"
 ]
}

 The dataset includes 92 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016600-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nzu8hb
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anatololacerta anatolica (Werner, 1900)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2020"
 ]
}

 The dataset includes 111 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016601-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fae3wk
title: Occurrence Download

description: A dataset containing 3260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-127.20613 51.77402,-124.17721 30.40859,-98.43139 16.0809,-83.79163 -2.88564,-70.16149 -50.00279,-32.80484 -9.90464,-59.05545 17.04863,-77.22897 32.98533,-61.57956 46.4962,-127.20613 51.77402))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Boa constrictor Linnaeus, 1758"
 ]
}

 The dataset includes 3260 records from 190 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016602-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfpsjw
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Podarcis cretensis (Wettstein, 1952)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2020"
 ]
}

 The dataset includes 250 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016603-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ay85vf
title: Occurrence Download

description: A dataset containing 342 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corallus annulatus (Cope, 1875)"
 ]
}

 The dataset includes 342 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016605-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.au9shu
title: Occurrence Download

description: A dataset containing 28816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orchidaceae",
 "Country is Colombia",
 "HasCoordinate is true",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 28816 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016604-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kkqwcv
title: Occurrence Download

description: A dataset containing 548 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cola nitida (Vent.) Schott & Endl."
 ]
}

 The dataset includes 548 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008556-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8uruud
title: Occurrence Download

description: A dataset containing 733 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elymandra androphila (Stapf) Stapf"
 ]
}

 The dataset includes 733 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037016-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yjdn2e
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Harmothoe macginitiei Pettibone, 1955"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109447-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cofyo3
title: Occurrence Download

description: A dataset containing 1250 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chalcolepidius Eschscholtz, 1829"
 ]
}

 The dataset includes 1250 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008556-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgrpht
title: Occurrence Download

description: A dataset containing 932 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 Myiotheretes fuscorufus (P.L.Sclater & Salvin, 1876)"
 ]
}

 The dataset includes 932 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036991-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8ns7z
title: Occurrence Download

description: A dataset containing 36668 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Columba livia J.F.Gmelin, 1789"
 ]
}

 The dataset includes 36668 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117804-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tma275
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130865-240321170329656/datasets/export for details.
DOI: 10.15468/dl.8d9pvs
title: Occurrence Download

description: A dataset containing 54492 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mantidae"
 ]
}

 The dataset includes 54492 records from 490 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063674-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sv959z
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tristemma involucratum Benth."
 ]
}

 The dataset includes 29 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130866-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.432qs4
title: Occurrence Download

description: A dataset containing 17628 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-194.31506 16.88730,-38.68494 16.88730,-38.68494 79.11270,-194.31506 79.11270,-194.31506 16.88730))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bombus occidentalis Greene, 1858"
 ]
}

 The dataset includes 17628 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036962-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z2vnk6
title: Occurrence Download

description: A dataset containing 4796 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anthonomus rubi L.Bedel, 1887"
 ]
}

 The dataset includes 4796 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106287-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dddxem
title: Occurrence Download

description: A dataset containing 3921 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psychotria loniceroides Sieber ex DC."
 ]
}

 The dataset includes 3921 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008556-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8g2q3f
title: Occurrence Download

description: A dataset containing 2717 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pseudoseisura cristata (Spix, 1824)"
 ]
}

 The dataset includes 2717 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0347287-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hc5tsd
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elwendia vaginata (Korovin) Pimenov & Kljuykov"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036986-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmk2yc
title: Occurrence Download

description: A dataset containing 1168 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scinax fuscomarginatus (Lutz, 1925)"
 ]
}

 The dataset includes 1168 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074033-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.456whc
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((71.60397 -13.24598,130.39603 -13.24598,130.39603 10.24598,71.60397 10.24598,71.60397 -13.24598))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pterisanthes sumatrana Latiff"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036992-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6t4vau
title: Occurrence Download

description: A dataset containing 650 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sitotroga cerealella (Olivier, 1789)"
 ]
}

 The dataset includes 650 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106296-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p44vcv
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Viburnum rufidulum Raf.",
 "Year 1990-2020"
 ]
}

 The dataset includes 142 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067283-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygftuj
title: Occurrence Download

description: A dataset containing 47667 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Meesiaceae)"
 ]
}

 The dataset includes 47667 records from 359 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036982-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y54k27
title: Occurrence Download

description: A dataset containing 2807 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((30.19627 60.05882,30.13927 60.05745,30.14339 60.02518,30.16262 59.99428,30.05756 59.83154,30.07336 59.7979,30.16605 59.77043,30.3487 59.76563,30.46406 59.80476,30.4517 59.95308,30.37823 60.10826,30.31094 60.08972,30.19627 60.05882))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is CC0 1.0",
 "OccurrenceStatus is Present",
 "Year 2015-2020"
 ]
}

 The dataset includes 2807 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122141-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.