cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15126023
title: Multiscale_Waste_PlasticObs_plus

description: Abstract:

The dataset developed within the PlasticObs+ project aims to facilitate a multiscale approach for detecting and quantifying environmental waste. Traditional detection methods often suffer from narrow, use-case specific limitations, reducing their transferability. To address this, a dataset was created featuring various spatial and spectral resolutions. The highest spatial resolution images (Ground Sampling Distance 0.2cm) were used to generate a labeled dataset, which is georeferenced for mapping onto coarser resolution images. 

Drone based data:






Name



Resolution



Dates



Time (UTC)



Georeferenced



Type





Label Dataset RGB

High Resolution

(total 660 pictures)



0.2cm1

0.2cm1

0.2cm1

0.2cm1



25.06.2024

26.06.2024

27.06.2024

28.06.2024



10:35 – 13:29

08:26 – 13:39

06:37 – 08:45

09:44 – 14:09



Yes

Yes

Yes

No



PNG





Label Dataset Multispectral (B,G,R,RE,NIR)



2.8cm

4.7cm

0.89cm

2.8cm

4.7cm1

0.89cm

2.8cm

4.7cm



25.06.2024

25.06.2024

26.06.2024

26.06.2024

26.06.2024

27.06.2024

27.06.2024

27.06.2024



11:45 – 13:29

12:45 – 13:05

10:16 – 11:34

11:36 – 11:47

11:36 – 11:47

07:28 – 09:15

08:15 – 08:26

08:35 – 08:43



Yes

Yes

Yes

Yes

Yes

Yes

Yes

Yes



TIF





Orthomosaics



2.74cm

2.79cm

2.80cm

2.82cm



25.06.2024

26.06.2024

27.06.2024

28.06.2024



11:45 – 13:29

11:36 – 11:47

08:15 – 08:26

08:09 – 08:15



Yes

Yes

Yes

No 2



TIF





1 Resampled using bilinear interpolation.

2 Georeferenced to UTM 32N but not mapped to the label dataset.

 

Airplane based data:






Name



Resolution



Dates



Georeferenced



Type





20240625_001_HRVIS_162



-

15.2cm



25.06.2024



No

Yes



PNG

TIF





20240626_002_HRVIS_119



-



26.06.2024



No



PNG





20240628_003_HRVIS_45



-



28.06.2024



No



PNG





 

Additional remote sensing data:

DOP20 Data

Tile: 325345888 (dop20rgbi_32_534_5888_2_ni_2024-06-26.tif)

Date: 26.06.2024

Source: https://ni-lgln-opengeodata.hub.arcgis.com/apps/lgln-opengeodata::digitales-orthophoto-dop20/explore 

Sentinel 2 - Satellite Data

UTM 32N: xmin 535846, xmax 535856, ymin 5889194,  ymax 5889204

Dates: 20.06.2024, 25.06.2024, 27.06.2024

Source: https://browser.dataspace.copernicus.eu
DOI: 10.15468/dl.lm0q7m
title: Occurrence Download

description: A dataset containing 552130 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylocichla mustelina (Gmelin, 1789)"
 ]
}

 The dataset includes 552130 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000469-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2mx2n
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Wurmbea tenuis (Hook.f.) Baker"
 ]
}

 The dataset includes 104 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005067-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0idsrc
title: Occurrence Download

description: A dataset containing 10388 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crithmum maritimum L."
 ]
}

 The dataset includes 10388 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000475-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ew8nz
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (ARG, CHL, PRY, URY, FLK, BRA.21_1, BRA.16_1, BRA.24_1)",
 "TaxonKey is Lecointea Ducke"
 ]
}

 The dataset includes 15 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005061-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ddvgm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "SpeciesKey" : [
 "is Xylosma tweedieana (Clos) Eichlam"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003509-240506114902167/datasets/export for details.
DOI: 10.15468/dl.kjbtmp
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anolis antioquiae Williams, 1985"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000470-150204170955391/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3p23ws
title: Occurrence Download

description: A dataset containing 22068 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Desmodus rotundus (E.Geoffroy, 1810))"
 ]
}

 The dataset includes 22068 records from 331 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005078-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0isyc0
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polygonum minus Huds.",
 "Country is United States of America"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000470-150216165555722/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5wc3u5
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex runssoroensis K.Schum."
 ]
}

 The dataset includes 316 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005080-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2zncn
title: Occurrence Download

description: A dataset containing 306 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Country is Monaco",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 306 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000470-150221044754056/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7xe77
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acar rostae (S.S.Berry, 1954)"
 ]
}

 The dataset includes 251 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023441-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ahyfk
title: Occurrence Download

description: A dataset containing 270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Combretum erythrophyllum (Burch.) Sond.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is South Africa"
 ]
}

 The dataset includes 270 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000470-150306150734599/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7xmud
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Empodium namaquensis (Baker) M.F.Thomps."
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192335-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3mjcm
title: Occurrence Download

description: A dataset containing 643 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agkistrodon contortrix mokasen Palisot de Beauvois, 1799",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 643 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000470-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ty93uq
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vespa velutina auraria",
 "Year 1970-2023"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005045-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lsq04h
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nicotiana glauca Graham",
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 36 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000470-150330110031120/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3s3fjm
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Empodium veratrifolium (Willd.) M.F.Thomps."
 ]
}

 The dataset includes 32 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192340-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6phaai
title: Occurrence Download

description: A dataset containing 4348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gypsophila muralis L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4348 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000470-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.firvif
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ctenarytaina eucalypti (Maskell, 1890)"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000470-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pbtd2p
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (ARG, CHL, PRY, URY, FLK, BRA.21_1, BRA.16_1, BRA.24_1)",
 "TaxonKey is Sweetia Spreng."
 ]
}

 The dataset includes 35 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005079-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mnvncz
title: Occurrence Download

description: A dataset containing 537 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The French National Collection of forage and turf species (grasses and legumes)."
 ]
}

 The dataset includes 537 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000470-150512124619364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dajrkp
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is Asia",
 "Country is Philippines",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Country derived from coordinates, Continent derived from coordinates, The taxon ID was not used in backbone matching, Modified date invalid, Institution match fuzzy, Collection match fuzzy, Individual count invalid, Multimedia URI invalid, Multimedia date invalid, The taxon concept ID was not used in backbone matching, Taxon match fuzzy, Coordinate rounded)",
 "OccurrenceStatus is Present",
 "TaxonKey is Trimeresurus flavomaculatus (Gray, 1842)"
 ]
}

 The dataset includes 95 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060110-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6cfdbu
title: Occurrence Download

description: A dataset containing 69494603 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Observation.org, Nature data from around the World"
 ]
}

 The dataset includes 69494603 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285500-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.afvra3
title: Occurrence Download

description: A dataset containing 15896 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-81.06807 39.73163,-67.84167 39.73163,-67.84167 47.50334,-81.06807 47.50334,-81.06807 39.73163))",
 "TaxonKey is Trifolium repens L."
 ]
}

 The dataset includes 15896 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007566-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgxlni
title: Occurrence Download

description: A dataset containing 27778 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sambucus racemosa L.",
 "Geometry POLYGON((152.578125 21.217300,69.609374 0.625779,23.90625 35.968767,-16.875 38.211950,-5.625 73.204367,130.078125 77.601115,177.890625 71.500386,187.734375 69.873524,152.578125 21.217300))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27778 records from 239 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000470-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5edetf
title: Occurrence Download

description: A dataset containing 2115 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyalinobatrachium fleischmanni (Boettger, 1893)"
 ]
}

 The dataset includes 2115 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007571-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hszzf0
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Oreothlypis ruficapilla (A.Wilson, 1811)",
 "TaxonKey is Vermivora ruficapilla (A.Wilson, 1811)"
 ]
 },
 "Country is Mexico",
 "HasCoordinate is true",
 "Geometry POLYGON((-99.173583 21.708473,-99.876708 21.585935,-100.931396 20.673905,-100.151367 19.942369,-99.250488 20.529933,-98.931884 21.176728,-99.173583 21.708473))"
 ]
}

 The dataset includes 32 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000470-150827100048397/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ssamp
title: Occurrence Download

description: A dataset containing 486 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Encelia asperifolia (S.F.Blake) C.Clark & Kyhos"
 ]
}

 The dataset includes 486 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192351-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zlemvs
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gnaphalium diminutum Braun-Blanq.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000470-150831095807960/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzhrwg
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Enarthrocarpus lyratus (Forssk.) DC."
 ]
}

 The dataset includes 242 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192346-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3dlcfm
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aerangis monantha Schltr."
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000470-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wgvk62
title: Occurrence Download

description: A dataset containing 667 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lychnis abyssinica (Hochst.) Lidén"
 ]
}

 The dataset includes 667 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005048-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11114025
title: carex_pendula_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.5281/zenodo.11114026
title: carex_pendula_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.15468/dl.1qw5kr
title: Occurrence Download

description: A dataset containing 2756 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes albopictus (Skuse, 1894)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2756 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000470-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77ynbb
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Enarthrocarpus pterocarpus (Pers.) DC."
 ]
}

 The dataset includes 69 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192347-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tta6md
title: Occurrence Download

description: A dataset containing 22939 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diplotaxis tenuifolia (L.) DC.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 22939 records from 155 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000470-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eksmjd
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is PHL.59_1",
 "TaxonKey is Trimeresurus schultzei Griffin, 1909"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060114-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e8uqp6
title: Occurrence Download

description: A dataset containing 188446 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Turdus torquatus Linnaeus, 1758",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 188446 records from 522 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003500-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqfyfh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Camptandrium sexdentatum Stimpson, 1858",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-14 42, 9 38, -7 26, -14 42))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011586-230828120925497/datasets/export for details.
DOI: 10.15468/dl.dj6bwh
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nitraria sphaerocarpa Maxim."
 ]
}

 The dataset includes 47 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241267-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xtn4bw
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium orthoglossum Arv.-Touv. & Gaut."
 ]
}

 The dataset includes 22 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245573-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.