cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.syv5pf
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Astragalus arequipensis Vogel)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 142 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017211-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uj6b9u
title: Occurrence Download

description: A dataset containing 1294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Erythranthe lutea (L.) G.L.Nesom)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1294 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017212-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15044926
title: Training times and failure ratios of knowledge-guided symbolic regression models for melt conveying in single-screw extruders

description: Excel spreadsheet with numeric values and textual description.Contains the individual training times for symbolic regression models to predict the dimensionless melt flow rate in single-screw extruders, as well as the failure ratios and expected training times across all repetitive runs for obtaining satisfactory solutions. The models were created from numerical simulation data with four different cases of integrated domain knowledge:



Case 1: theory of similarity only,

Case 2: additional derived input features for pure pressure flow,

Case 3: logarithmic scaling of the dimensionless flow rate with channel aspect ratio as derived input feature,

Case 4: theoretical approximation equation for superimposed drag and pressure flow in dimensionless space.


Solutions were regarded satisfactory in case of smoothness and prediction accuracies within three times the standard deviation from the group mean.
DOI: 10.5281/zenodo.15044927
title: Training times and failure ratios of knowledge-guided symbolic regression models for melt conveying in single-screw extruders

description: Excel spreadsheet with numeric values and textual description.Contains the individual training times for symbolic regression models to predict the dimensionless melt flow rate in single-screw extruders, as well as the failure ratios and expected training times across all repetitive runs for obtaining satisfactory solutions. The models were created from numerical simulation data with four different cases of integrated domain knowledge:



Case 1: theory of similarity only,

Case 2: additional derived input features for pure pressure flow,

Case 3: logarithmic scaling of the dimensionless flow rate with channel aspect ratio as derived input feature,

Case 4: theoretical approximation equation for superimposed drag and pressure flow in dimensionless space.


Solutions were regarded satisfactory in case of smoothness and prediction accuracies within three times the standard deviation from the group mean.
DOI: 10.15468/dl.9wb4zn
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((22.78997 45.56811,25.24389 45.56811,25.24389 47.34676,22.78997 47.34676,22.78997 45.56811))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Iris aphylla L."
 ]
}

 The dataset includes 33 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017213-250310093411724/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.28625339
title: May et al_PBIOLOGY-D-24-01652R2_FACS

description: The purpose of the experiment was to isolate fluorescently tagged cells from single cell suspensions of <i>Drosophila</i> <i>melanogaster</i><i> </i>embryos aged to stage 10-12. Cells were expressing a fluorescently tagged protein localising to the plasma membrane in either the salivary gland primordium only (SrcGFP) or in all of the embryonic epithelium (ArmYFP). The isolated fluorescent cells were sent for single cell RNA sequencing to investigate the genetic programmes involved in early salivary gland tubulogenesis.
DOI: 10.6084/m9.figshare.28625339.v1
title: May et al_PBIOLOGY-D-24-01652R2_FACS

description: The purpose of the experiment was to isolate fluorescently tagged cells from single cell suspensions of <i>Drosophila</i> <i>melanogaster</i><i> </i>embryos aged to stage 10-12. Cells were expressing a fluorescently tagged protein localising to the plasma membrane in either the salivary gland primordium only (SrcGFP) or in all of the embryonic epithelium (ArmYFP). The isolated fluorescent cells were sent for single cell RNA sequencing to investigate the genetic programmes involved in early salivary gland tubulogenesis.
DOI: 10.15468/dl.kzekmm
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Astragalus bustillosii Clos)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017214-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ejc4dd
title: Occurrence Download

description: A dataset containing 182139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((91.59561 26.14048,91.59492 26.12754,91.59015 26.11559,91.58211 26.11352,91.58016 26.10909,91.57515 26.10388,91.57345 26.09744,91.57406 26.09258,91.58339 26.08978,91.58943 26.09,91.58834 26.08487,91.59175 26.0797,91.60528 26.08765,91.61235 26.08892,91.61934 26.09459,91.62365 26.09516,91.62889 26.10249,91.63114 26.10329,91.63226 26.10103,91.63347 26.10754,91.63586 26.10673,91.64065 26.10865,91.64595 26.10729,91.64621 26.11083,91.65579 26.11337,91.65925 26.11651,91.66373 26.11612,91.66193 26.11266,91.66446 26.10993,91.67459 26.11039,91.67787 26.10736,91.68285 26.1076,91.68385 26.10531,91.68774 26.10381,91.69567 26.10501,91.70237 26.10974,91.71215 26.11089,91.71462 26.10964,91.71326 26.10842,91.71238 26.09453,91.7177 26.09296,91.71932 26.094,91.72031 26.10482,91.73261 26.10452,91.73385 26.10098,91.73941 26.10753,91.75273 26.10806,91.75302 26.10611,91.75012 26.10281,91.75049 26.09882,91.76781 26.10247,91.76966 26.10133,91.77195 26.10376,91.78064 26.10746,91.7965 26.10658,91.7949 26.09773,91.78721 26.09665,91.77943 26.09217,91.78346 26.0908,91.78685 26.08495,91.79059 26.08529,91.80302 26.09755,91.80553 26.09734,91.80503 26.09332,91.81131 26.0969,91.81868 26.10835,91.82493 26.11209,91.83092 26.11857,91.83574 26.11854,91.8473 26.10995,91.85566 26.10901,91.85914 26.12651,91.85642 26.13407,91.85742 26.1585,91.86237 26.16687,91.86604 26.18176,91.86631 26.19474,91.86132 26.20138,91.86151 26.21609,91.84533 26.21521,91.82263 26.20771,91.79497 26.20526,91.78538 26.20075,91.77256 26.19755,91.7714 26.19941,91.75789 26.20308,91.75253 26.20727,91.75282 26.20862,91.74483 26.2098,91.74204 26.21523,91.7307 26.22361,91.72724 26.22257,91.72259 26.22422,91.7015 26.2197,91.70047 26.21693,91.69058 26.20826,91.68678 26.21041,91.68747 26.21481,91.68133 26.21158,91.68018 26.2072,91.67318 26.20051,91.67536 26.19657,91.66871 26.19279,91.66541 26.19264,91.66568 26.19065,91.64782 26.18894,91.64544 26.19106,91.63842 26.19034,91.65565 26.18327,91.65632 26.17971,91.6501 26.163,91.63674 26.14878,91.60818 26.1411,91.59561 26.14048)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 182139 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017186-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dpzwc8
title: Occurrence Download

description: A dataset listing the 1469 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Anura)",
 "BasisOfRecord is one of (Specimen)"
 ]
 }
 ]
}

 The dataset's 1469 records were derived from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017204-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11039102
title: 75,000+ Gutenberg Books and Metadata 2025
DOI: 10.15468/dl.sksc3c
title: Occurrence Download

description: A dataset listing the 1603 species recorded in GBIF matching the query:
{
 "and" : [
 "NetworkKey is 3aee7756-565e-4dc5-b22c-f997fbd7105c",
 {
 "and" : [
 "Geometry POLYGON((1.3168449706069225 42.20618401982708,1.3168449706069225 37.32334709301975,17.995350185149448 37.32334709301975,17.995350185149448 42.20618401982708,1.3168449706069225 42.20618401982708))",
 "CollectionCode is one of (Herbarium Berolinense)",
 "Country is one of (Italy)"
 ]
 }
 ]
}

 The dataset's 1603 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017201-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qm9xnh
title: Occurrence Download

description: A dataset containing 700831 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Viet Nam",
 "OccurrenceStatus is Present",
 "Year 2000-2025"
 ]
}

 The dataset includes 700831 records from 839 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017187-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yvmyg3
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Catabrosa werdermannii (Pilg.) Nicora & Rúgolo)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 31 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017215-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ak8p5p
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithocarpus pachyphyllus (Kurz) Rehder"
 ]
}

 The dataset includes 163 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010694-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3gu7c7
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hibiscus hundtii Exell & Mendonça"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242449-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8c6tut
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium belogradcense Georgiev & Kitan."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243001-230224095556074/datasets/export for details.
DOI: 10.15468/dl.xxhn4m
title: Occurrence Download

description: A dataset containing 8214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((4.929 43.73994,4.92203 43.71142,4.91785 43.67516,4.96243 43.67314,4.96213 43.72614,4.95929 43.73255,4.93984 43.74377,4.929 43.73994))",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Aves, Mammalia)"
 ]
}

 The dataset includes 8214 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240735-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9gkdp
title: Occurrence Download

description: A dataset containing 3258 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithocarpus hancei (Benth.) Rehder"
 ]
}

 The dataset includes 3258 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010691-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzvrx3
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hibiscus grandidieri Baill."
 ]
}

 The dataset includes 135 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242444-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8rgwv8
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium beckianum Gremli"
 ]
}

 The dataset includes 26 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242996-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.up6496
title: Occurrence Download

description: A dataset containing 23783 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Accipiter gentilis (Linnaeus, 1758)"
 ]
}

 The dataset includes 23783 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240746-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bshkbm
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "TaxonKey is Maytenus senegalensis (Lam.) Exell"
 ]
}

 The dataset includes 163 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003462-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajf9r4
title: Occurrence Download

description: A dataset containing 25585 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "DatasetKey is iNaturalist Research-grade Observations",
 "IucnRedListCategory is one of (VU, EN, NT)",
 "Year 2015-2024"
 ]
}

 The dataset includes 25585 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069479-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ech35w
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hibiscus hybridus F.Dietr."
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242450-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3g32qj
title: Occurrence Download

description: A dataset containing 444348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2021-2023"
 ]
}

 The dataset includes 444348 records from 223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242974-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k8d9ta
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heptaptera angustifolia (Bertol.) Tutin"
 ]
}

 The dataset includes 20 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240756-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bzdr93
title: Occurrence Download

description: A dataset containing 30912 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1060.0",
 "Geometry POLYGON((-122.68539 28.1573,-52.13742 28.1573,-52.13742 59.71824,-122.68539 59.71824,-122.68539 28.1573))",
 "TaxonKey is Rhamnus cathartica L."
 ]
}

 The dataset includes 30912 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003463-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fvak79
title: Occurrence Download

description: A dataset containing 2185 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pavonia fruticosa (Mill.) Fawc. & Rendle"
 ]
}

 The dataset includes 2185 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242447-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v7zqnu
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium beebyanum Pugsley"
 ]
}

 The dataset includes 32 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242997-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79ex74
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heptanthus cordifolius Britton"
 ]
}

 The dataset includes 19 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240749-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebutmt
title: Occurrence Download

description: A dataset containing 1515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is CERMES Barbados Lionfish Derby Data"
 ]
}

 The dataset includes 1515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011014-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9m2m4
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium bathycephalum Elfstr."
 ]
}

 The dataset includes 19 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242991-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8uqevk
title: Occurrence Download

description: A dataset containing 452 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hibiscus arnottianus A.Gray"
 ]
}

 The dataset includes 452 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242452-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.44rdyh
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heracleum abyssinicum (Boiss.) C.Norman"
 ]
}

 The dataset includes 146 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240763-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdxtcp
title: Occurrence Download

description: A dataset containing 414 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Psittacanthus ramiflorus (DC.) G.Don"
 ]
}

 The dataset includes 414 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003370-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w9s8cz
title: Occurrence Download

description: A dataset containing 1822 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Saccharum officinarum L."
 ]
}

 The dataset includes 1822 records from 215 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069483-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3ahj2
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hibiscus manuripiensis Krapov."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242476-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zhyhk
title: Occurrence Download

description: A dataset containing 14404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Clavelina lepadiformis (Müller, 1776))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14404 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046668-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8uxvtm
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (CHN.31_1, CHN.4_1, CHN.6_1)",
 "TaxonKey is Turdus mandarinus Bonaparte, 1850",
 "Year 2023-2023"
 ]
}

 The dataset includes 112 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002118-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.