cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.12700182
title: ArtPlaces

description: Olfaction, often overlooked in cultural heritage studies, holds profound significance in shaping human experiences and identities. Examining historical depictions of olfactory scenes can offer valuable insights into the role of smells in history.

To address the challenge of domain shift between natural images and artistic representations of fragrant spaces, we introduce novel scene-centric artistic datasets, RASD and WASD, comprising 704 and 3691 artworks respectively, constructed by querying two cultural heritage data sources, Rijksmuseum and Wikidata, and using the search terms as supervision signals. Additionally, Fragrant-Places dataset is created by manually reviewing all artworks of the ODOR dataset, consisting of 228 artworks.

Furthermore, this complete set of ArtPlaces data is splited into ArtPlace_Train and ArtPlaces-test. ArtPlaces-test includes Fragrant-Places as well as a manually corrected portion of RASD and WASD. ArtPlace_Train contains the remaining sections of RASD and WASD. 

We show that a transfer-learning approach using weakly labeled training data can remarkably improve the classification of fragrant spaces and, more generally, artistic scene depictions. The models are evaluated on the two manually corrected test splits, Fragrant-Places and ArtPlaces-test. This work lays a foundation for further exploration of fragrant spaces recognition and artistic scene classification.
DOI: 10.5281/zenodo.13371280
title: ArtPlaces

description: Olfaction is often overlooked in cultural heritage studies, while examining historical depictions of olfactory scenes can offer valuable insights into the role of smells in history. The main challenge is the lack of published datasets with scene annotations for historical artworks, especially in artistic fragrant spaces.

We introduce a novel artistic scene-centric dataset, called ArtPlaces, consisting of 4541 artworks and categorized across 170 distinct physical scene categories. Additionally, it features two test sets aimed at the classification of fragrant places and artistic scenes. ArtPlaces is derived from three source datasets, RASD and WASD established by retrieving images from the Rijksmuseum collection[1] and Wikidata[2]. The respective query terms are used as weak (ie. semi-automatically generated) labels which serve as supervision signals during fine-tuning. The third source dataset is Fragrant Spaces, a manually labeled dataset of olfaction-related artworks. All the data are annotated with the Places365 categories[3]. 

We show that a transfer-learning approach using weakly labeled training data can remarkably improve the classification of fragrant spaces and, more generally, artistic scene depictions. This work lays a foundation for further exploration of olfactory spaces recognition and broadens the classification of physical scenes to the realm of fine art.

 

References

[1] Rijksmuseum. (2024). Object Metadata API. Retrieved from https://data.rijksmuseum.nl/object-metadata/

[2] Wikidata. (n.d.). Query Service. Retrieved from https://query.wikidata.org/

[3] CSAILVision. (n.d.). Places365. GitHub. Retrieved from https://github.com/CSAILVision/places365/tree/master?tab=readme-ov-file
DOI: 10.15468/dl.sz4g6j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chasmistes liorus Jordan, 1878)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 100",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089780-240626123714530/datasets/export for details.
DOI: 10.15468/dl.ux6svd
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
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 }
 }
 ]
 },
 "SpeciesKey is Austroagallia sinuata (Mulsant & Rey, 1855)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2023"
 ]
}

 The dataset includes 24 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089781-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mz3sp3
title: Occurrence Download

description: A dataset containing 24255 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
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 }
 }
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 },
 "SpeciesKey is Dolichovespula maculata (Linnaeus, 1763)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2023"
 ]
}

 The dataset includes 24255 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089779-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7v2a9n
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mozambique",
 "OccurrenceStatus is Present",
 "TaxonKey is Croton kilwae Radcl.-Sm."
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089782-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmg82s
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gongylomorphus bojerii (Desjardin, 1831))",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
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 "CoordinateUncertaintyInMeters is null"
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 }
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}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089783-240626123714530/datasets/export for details.
DOI: 10.15468/dl.9anc42
title: Occurrence Download

description: A dataset containing 701 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
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 "SpeciesKey is Monomorium pharaonis (Linnaeus, 1758)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2023"
 ]
}

 The dataset includes 701 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089785-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4trr93
title: Occurrence Download

description: A dataset containing 4073 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
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 },
 "SpeciesKey is Neophilaenus lineatus (Linnaeus, 1758)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2023"
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}

 The dataset includes 4073 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089784-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkzy3k
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mozambique",
 "TaxonKey is Dalbergia melanoxylon Guill. & Perr."
 ]
}

 The dataset includes 143 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089787-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5zhrf
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Epioblasma torulosa (Rafinesque, 1820))",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 100",
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 }
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}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089789-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etzzz3
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
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 },
 "SpeciesKey is Neophilaenus longiceps (Puton, 1895)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2023"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089788-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.42nr72
title: Occurrence Download

description: A dataset containing 2651 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
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 },
 "SpeciesKey is Monomorium minimum (Buckley, 1867)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2023"
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}

 The dataset includes 2651 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089790-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23729/31c411bf-5d94-4cfc-be06-006c16a5c309
title: List of ancient geometric earthworks in southwestern Amazonia

description: This PDF file presents a list of the names and coordinates of all 1,279 ancient earthworks considered in the study titled:

GEOGRAPHY OF ANCIENT GEOMETRIC EARTHWORKS AND THEIR BUILDERS IN SOUTHWESTERN AMAZONIA 


-----

(More comprehensive data, including additional descriptive information on the earthworks, will be published at a later date)
DOI: 10.15468/dl.g7xfn4
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Pavo muticus Linnaeus, 1766",
 "Year 2015-2024"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089792-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjwmgg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fitchia cuneata J.W.Moore)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
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}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089793-240626123714530/datasets/export for details.
DOI: 10.15468/dl.nxvsz7
title: Occurrence Download

description: A dataset containing 427 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhododendron trichostomum Franch."
 ]
}

 The dataset includes 427 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089794-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dey6cv
title: Occurrence Download

description: A dataset containing 656 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
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 },
 "SpeciesKey is Neophilaenus exclamationis (Thunberg, 1874)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2023"
 ]
}

 The dataset includes 656 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089795-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfxfsz
title: Occurrence Download

description: A dataset containing 3953 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
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 },
 "SpeciesKey is Tapinoma melanocephalum (Fabricius, 1793)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2023"
 ]
}

 The dataset includes 3953 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089796-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5wy9cj
title: Occurrence Download

description: A dataset containing 28492539 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Denmark",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2003-2023"
 ]
}

 The dataset includes 28492539 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089772-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28gzvb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hibiscus brackenridgei A.Gray)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
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}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089799-240626123714530/datasets/export for details.
DOI: 10.15468/dl.5pebzh
title: Occurrence Download

description: A dataset containing 6641 species occurrences available in GBIF matching the query:
{
 "and" : [
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 "and" : [
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 "SpeciesKey is Psychomyia pusilla (Fabricius, 1781)",
 "Year is greater than or equal to 2004",
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}

 The dataset includes 6641 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089800-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ug9cjm
title: Occurrence Download

description: A dataset containing 10911 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
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 "SpeciesKey is Linepithema humile (Mayr, 1868)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2023"
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}

 The dataset includes 10911 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089802-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5c52c
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dipturus mennii Gomes & Paragó, 2001)",
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 "Year is greater than or equal to 2000",
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 {
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}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089804-240626123714530/datasets/export for details.
DOI: 10.15468/dl.hm6t95
title: Occurrence Download

description: A dataset containing 1160 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
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 "SpeciesKey is Ecclisopteryx dalecarlica Kolenati, 1848",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2023"
 ]
}

 The dataset includes 1160 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089805-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fdk99
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Nepal, Bhutan, India)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhododendron triflorum Hook.fil."
 ]
}

 The dataset includes 182 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089803-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zkjqck
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mozambique",
 "OccurrenceStatus is Present",
 "TaxonKey is Digitaria eriantha Steud."
 ]
}

 The dataset includes 107 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089806-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14768/apd.7dqm-x556
title: African Pollen Database: TILLA fossil pollen dataset
DOI: 10.14768/apd.cx95-yj76
title: African Pollen Database: ANGEKETE fossil pollen dataset
DOI: 10.14768/apd.kd8r-eh74
title: African Pollen Database: OLDUVAI [Bed 1_2] fossil pollen dataset
DOI: 10.14768/apd.g4fm-4m61
title: African Pollen Database: RAWRI [2] fossil pollen dataset
DOI: 10.14768/apd.rj9a-bk96
title: African Pollen Database: TARTAIT [TT] fossil pollen dataset
DOI: 10.14768/apd.e1w9-8a02
title: African Pollen Database: GLADIATOR II fossil pollen dataset
DOI: 10.14768/apd.eavs-f917
title: African Pollen Database: MB [3] fossil pollen dataset
DOI: 10.14768/apd.x6hq-e377
title: African Pollen Database: SAI [8-B-81] fossil pollen dataset
DOI: 10.14768/apd.0jdh-1e09
title: African Pollen Database: WONDERWR PORCUPINE* fossil pollen dataset
DOI: 10.14768/apd.zm2r-bd93
title: African Pollen Database: HAUBI [LH 92-3_7] fossil pollen dataset
DOI: 10.14768/apd.q497-sd84
title: African Pollen Database: SHUNGURA fossil pollen dataset
DOI: 10.14768/apd.g5ss-pd06
title: African Pollen Database: MB [23TOT] fossil pollen dataset
DOI: 10.14768/apd.9ect-2315
title: African Pollen Database: BOGORIA [3] fossil pollen dataset
DOI: 10.14768/apd.enz1-1638
title: African Pollen Database: MAHWAQA* fossil pollen dataset
DOI: 10.14768/apd.ykkg-m815
title: African Pollen Database: IKIMBA [2] fossil pollen dataset
DOI: 10.14768/apd.0knn-c798
title: African Pollen Database: KATHU [KP1S2]* fossil pollen dataset
DOI: 10.14768/apd.vqqv-qq63
title: African Pollen Database: DEELPAN MERIBA [2]* fossil pollen dataset
DOI: 10.14768/apd.b79a-y292
title: African Pollen Database: UAF fossil pollen dataset
DOI: 10.14768/apd.nmaz-v744
title: African Pollen Database: DE RIF fossil pollen dataset
DOI: 10.14768/apd.twbk-qc66
title: African Pollen Database: BODINGUE [FC 000] fossil pollen dataset
DOI: 10.14768/apd.zwv5-jh07
title: African Pollen Database: VANKER [2] fossil pollen dataset
DOI: 10.14768/apd.njfr-zb21
title: African Pollen Database: SUWAYH [1] fossil pollen dataset
DOI: 10.14768/apd.22gv-jh23
title: African Pollen Database: BRANDBERG [XI]* fossil pollen dataset
DOI: 10.14768/apd.p8rm-zj59
title: African Pollen Database: GARBA [I] fossil pollen dataset
DOI: 10.14768/apd.2ys6-sa40
title: African Pollen Database: FPORTAL [2] fossil pollen dataset
DOI: 10.14768/apd.mmct-yd68
title: African Pollen Database: KAORTCHI fossil pollen dataset
DOI: 10.14768/apd.t84h-rb85
title: African Pollen Database: SKB fossil pollen dataset
DOI: 10.14768/apd.99cc-hz73
title: African Pollen Database: RIETV2A fossil pollen dataset
DOI: 10.14768/apd.8zbr-ax97
title: African Pollen Database: SHATI fossil pollen dataset
DOI: 10.14768/apd.p56j-yz07
title: African Pollen Database: ACHEL [11] fossil pollen dataset
DOI: 10.14768/apd.rsy8-zm87
title: African Pollen Database: KITANDA [2] fossil pollen dataset
DOI: 10.14768/apd.y6q4-6964
title: African Pollen Database: E_NAROK fossil pollen dataset
DOI: 10.14768/apd.2yxd-9s31
title: African Pollen Database: BAL fossil pollen dataset
DOI: 10.14768/apd.jmxv-jt82
title: African Pollen Database: MBS fossil pollen dataset
DOI: 10.14768/apd.c1dw-rs50
title: African Pollen Database: MBOANDONG fossil pollen dataset
DOI: 10.14768/apd.evsp-1587
title: African Pollen Database: HARUBES [2]* fossil pollen dataset
DOI: 10.14768/apd.kryy-gh94
title: African Pollen Database: B-HUGHDALEF* fossil pollen dataset
DOI: 10.14768/apd.d3bc-ey54
title: African Pollen Database: RU [3] fossil pollen dataset
DOI: 10.14768/apd.f4f0-4x67
title: African Pollen Database: T_VONDO* fossil pollen dataset
DOI: 10.14768/apd.jh9n-md69
title: African Pollen Database: UMH fossil pollen dataset
DOI: 10.14768/apd.4byp-rh87
title: African Pollen Database: MD92-1002 fossil pollen dataset
DOI: 10.14768/apd.gbhq-6104
title: African Pollen Database: V95-2PB fossil pollen dataset