cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fbf0bt
title: Occurrence Download

description: A dataset containing 2135408 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "TaxonKey is Aves",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2135408 records from 197 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027967-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zrpmn9
title: Occurrence Download

description: A dataset containing 1445 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Peritassa laevigata (Hoffmanns. ex Link) A.C.Sm., Peritassa rorida Miers, Peritassa granulata (Urb.) A.C.Sm., Salacia laevigata Wight, 1833, Salacia granulata Urb., Salacia amazonica Loes., Salacia siputa S.Moore, Tonsella laevigata Hoffmanns. ex Link)"
 ]
}

 The dataset includes 1445 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0144753-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23kd5w
title: Occurrence Download

description: A dataset containing 7724 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phrygilus punensis Ridgway, 1887"
 ]
}

 The dataset includes 7724 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187307-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.badue6
title: Occurrence Download

description: A dataset containing 77466 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myrmeciza exsul P.L.Sclater, 1859",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 77466 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032226-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9mqbk
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bifrenaria inodora Lindl."
 ]
}

 The dataset includes 143 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0144754-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9tusw
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-162.47461 14.63886,-152.06836 14.63886,-152.06836 24.30305,-162.47461 24.30305,-162.47461 14.63886))",
 "HasCoordinate is true",
 "TaxonKey is Musa ×paradisiaca L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027967-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6s93bs
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum nigrum L.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 224 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0167652-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkjm6x
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anthurium obtusifolium (W.T.Aiton) G.Don"
 ]
}

 The dataset includes 14 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0144756-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cugej5
title: Occurrence Download

description: A dataset containing 5008 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Withania somnifera (L.) Dunal"
 ]
}

 The dataset includes 5008 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0144755-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqinl8
title: Occurrence Download

description: A dataset containing 1631 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pistacia chinensis Bunge"
 ]
}

 The dataset includes 1631 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027968-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uwg97b
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asparagus coodei P.H.Davis"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032246-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y6d90r
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "CatalogNumber" : [
 "is Bird.27847588"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042116-191105090559680/datasets/export for details.
DOI: 10.15468/dl.suehv0
title: Occurrence Download

description: A dataset containing 2027 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 {
 "or" : [
 "Country is United States of America",
 "Country is Canada"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Adelgidae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2027 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027968-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8mf5jd
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aster shimadae (Kitam.) Nemoto"
 ]
}

 The dataset includes 75 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032286-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjwytq
title: Occurrence Download

description: A dataset containing 2327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((60.88094 -3.17767,149.11906 -3.17767,149.11906 32.17767,60.88094 32.17767,60.88094 -3.17767))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Parambassis siamensis (Fowler, 1937)"
 ]
}

 The dataset includes 2327 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187303-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnqav7
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ateleia ovata Mohlenbr."
 ]
}

 The dataset includes 28 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0144757-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.va4ang
title: Occurrence Download

description: A dataset containing 63008 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 63008 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027969-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4zg2x
title: Occurrence Download

description: A dataset containing 577 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parathelypteris noveboracensis (L.) Ching",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 577 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0167673-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhmtzb
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aster pyrenaeus Pourr., 1788"
 ]
}

 The dataset includes 31 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032244-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ndu6k9
title: Occurrence Download

description: A dataset containing 351 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gnetum africanum Welw."
 ]
}

 The dataset includes 351 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027969-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qs3fme
title: Occurrence Download

description: A dataset containing 1590 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Tremarctos ornatus (F.G.Cuvier, 1825)",
 "Year 2000-2021"
 ]
}

 The dataset includes 1590 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187304-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bv9vpt
title: Occurrence Download

description: A dataset containing 1586 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Circus aeruginosus aeruginosus"
 ]
}

 The dataset includes 1586 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032249-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8asc0v
title: Occurrence Download

description: A dataset containing 523 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Colombia",
 "Country is Ecuador",
 "Country is Venezuela (Bolivarian Republic of)",
 "Country is Bolivia (Plurinational State of)",
 "Country is Peru"
 ]
 },
 "TaxonKey is Tristerix longebracteatus (Desr.) Barlow & Wiens"
 ]
}

 The dataset includes 523 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027969-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5tv2e
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Bombus funebris Smith, 1854"
 ]
}

 The dataset includes 27 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183060-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5u56xz
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Milvus milvus x migrans"
 ]
}

 The dataset includes 110 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032248-240229165702484/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.25151960
title: Datasets - ITS amplicon sequencing

description: The "VBS2024_ITS_dataset.xlsx" was generated by the raw sequence data publicly available on NCBI under the BioProject accession number PRJNA777006.The file contain four different excel sheets:Samples: metadata (columns) associated with the collected patch samples (rows)Libraries: sample identifier (column "JMF_library_ID") given to each collected patch sample ("JMF_sample_ID") based on their sequencing library.Read_counts: amount of reads (column "Count") that were identified from each ASV (column "Sequence_ID") in each sequenced patch sample (column "Library_ID")Taxonomy: taxonomic classification of ASVs (rows) from Kingdom to Species level (columns).
DOI: 10.6084/m9.figshare.25151960.v3
title: Datasets - ITS amplicon sequencing

description: The "VBS2024_ITS_dataset.xlsx" was generated by the raw sequence data publicly available on NCBI under the BioProject accession number PRJNA777006.The file contain four different excel sheets:Samples: metadata (columns) associated with the collected patch samples (rows)Libraries: sample identifier (column "JMF_library_ID") given to each collected patch sample ("JMF_sample_ID") based on their sequencing library.Read_counts: amount of reads (column "Count") that were identified from each ASV (column "Sequence_ID") in each sequenced patch sample (column "Library_ID")Taxonomy: taxonomic classification of ASVs (rows) from Kingdom to Species level (columns).
DOI: 10.6084/m9.figshare.25151960.v2
title: Datasets - ITS amplicon sequencing

description: The "VBS2024_ITS_dataset.xlsx" was generated by the raw sequence data publicly available on NCBI under the BioProject accession number PRJNA777006.The file contain four different excel sheets:Samples: metadata (columns) associated with the collected patch samples (rows)Libraries: sample identifier (column "JMF_library_ID") given to each collected patch sample ("JMF_sample_ID") based on their sequencing library.Read_counts: amount of reads (column "Count") that were identified from each ASV (column "Sequence_ID") in each sequenced patch sample (column "Library_ID")Taxonomy: taxonomic classification of ASVs (rows) from Kingdom to Species level (columns).
DOI: 10.15468/dl.q7yex4
title: Occurrence Download

description: A dataset containing 1311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Juniperus flaccida Schltdl."
 ]
}

 The dataset includes 1311 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183063-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5s846n
title: Occurrence Download

description: A dataset containing 86935421 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 86935421 records from 9427 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257133-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/vwz-qt7-919
title: Selenia dentaria (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8n1-wjp-be6
title: Odontopera bidentata (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/y2f-5zh-j8r
title: Charissa obscurata ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kx4-m5b-f8g
title: Odontopera bidentata (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3ly-sad-nef
title: Charissa obscurata ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rvv-d17-03l
title: Charissa obscurata ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2we-f1v-ptj
title: Charissa obscurata ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ak6-gg6-3v4
title: Charissa obscurata ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0t3-mqg-eml
title: Selenia dentaria (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/f46-20j-ylj
title: Charissa obscurata ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9mp-1aa-bxt
title: Selenia dentaria (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/s1g-jh5-0pw
title: Selenia dentaria (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0s1-zvv-aw5
title: Selenia dentaria (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4jy-1hx-gzp
title: Selenia dentaria (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hp8-d8x-c17
title: Odontopera bidentata (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5fc-be8-ppz
title: Odontopera bidentata (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8lt-r5w-4lh
title: Odontopera bidentata (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/03c-6hy-pjy
title: Charissa obscurata ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/e92-nn5-4rj
title: Odontopera bidentata (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8qz-1qk-g2c
title: Charissa obscurata ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/t81-2em-xve
title: Odontopera bidentata (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17850947
title: Jupyter Notebook for Creating Light Pollution Map from Drone Imagery

description: **This file disables decompresion bomb protection due to the large amount of pixels within the mosaicked drone imagery.

**The first portion of this code may take an extended amount of time. Includes print statements for progress.

This code takes mosaicked imagery and creates multiple light pollution maps. 

 



This method classifies pixel brightness values relative to the distribution within the study area. Instead of using absolute luminance units, each pixel is assigned to a percentile range, allowing us to highlight areas that are unusually bright compared to the rest of campus. Because the classification is relative, the results cannot be applied as universal light pollution standards, but they are highly effective for identifying local hotspots.
DOI: 10.3535/pye-sl7-wgh
title: Odontopera bidentata (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wws-fvq-57a
title: Selenia dentaria (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17850946
title: Jupyter Notebook for Creating Light Pollution Map from Drone Imagery

description: **This file disables decompresion bomb protection due to the large amount of pixels within the mosaicked drone imagery.

**The first portion of this code may take an extended amount of time. Includes print statements for progress.

This code takes mosaicked imagery and creates multiple light pollution maps. 

 



This method classifies pixel brightness values relative to the distribution within the study area. Instead of using absolute luminance units, each pixel is assigned to a percentile range, allowing us to highlight areas that are unusually bright compared to the rest of campus. Because the classification is relative, the results cannot be applied as universal light pollution standards, but they are highly effective for identifying local hotspots.
DOI: 10.3535/68k-5bc-416
title: Odontopera bidentata (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/t3n-e73-pfg
title: Odontopera bidentata (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3r0-v23-glp
title: Odontopera bidentata (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wsk-clm-z27
title: Odontopera bidentata (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0hh-kbs-xs3
title: Charissa obscurata ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fb5-tk1-lrk
title: Charissa obscurata ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/f04-erf-6lk
title: Charissa obscurata ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rgz-e0p-lg3
title: Charissa obscurata ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/s6b-1ga-qvp
title: Charissa obscurata ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.