cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10880543
title: SpectralWaste Dataset: Multimodal Data for Waste Sorting Automation

description: This dataset contains multimodal images captured in a real waste processing facility specialized in plastics, cartons, and cans. The data was collected with a true-to-life prototype of the conveyor belt installed on the waste separation line, closely mimicking the actual installation. The setup has two synchronized cameras: a line-scan RGB camera (Teledyne DALSA Linea) and line-scan hyperspectral sensor (Specim FX17) that captures 224 contiguous spectral bands in a range from 900 to 1700 nm.

The images are annotated for semantic segmentation with categories based on the requirements of the facility. Each one represents elements that commonly cause operational problems in recycling lines and impact the efficiency of the sorting process. Among these problems, machinery jams pose significant issues because they can cause complete stoppages in the process until the obstructing object is removed. The categories include: film and basket, large objects that can clog the conveyor belts as they are not easily breakable; video tape and filament, representing long objects prone to entangling with mechanical parts and requiring manual intervention; trash bag, which encompasses closed bags containing waste that need to be mechanically opened for further processing; and cardboard, paper objects whose recovery adds value by sending them to another recycling process.

Our project page can be found at https://sites.google.com/unizar.es/spectralwaste.
DOI: 10.5281/zenodo.10880544
title: SpectralWaste Dataset: Multimodal Data for Waste Sorting Automation

description: This dataset contains multimodal images captured in a real waste processing facility specialized in plastics, cartons, and cans. The data was collected with a true-to-life prototype of the conveyor belt installed on the waste separation line, closely mimicking the actual installation. The setup has two synchronized cameras: a line-scan RGB camera (Teledyne DALSA Linea) and line-scan hyperspectral sensor (Specim FX17) that captures 224 contiguous spectral bands in a range from 900 to 1700 nm.

The images are annotated for semantic segmentation with categories based on the requirements of the facility. Each one represents elements that commonly cause operational problems in recycling lines and impact the efficiency of the sorting process. Among these problems, machinery jams pose significant issues because they can cause complete stoppages in the process until the obstructing object is removed. The categories include: film and basket, large objects that can clog the conveyor belts as they are not easily breakable; video tape and filament, representing long objects prone to entangling with mechanical parts and requiring manual intervention; trash bag, which encompasses closed bags containing waste that need to be mechanically opened for further processing; and cardboard, paper objects whose recovery adds value by sending them to another recycling process.

Our project page can be found at https://sites.google.com/unizar.es/spectralwaste.
DOI: 10.15468/dl.d5jd3b
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lotononis lenticula Benth."
 ]
}

 The dataset includes 65 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044946-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26188/25182818
title: amplicon_23S_RADfastqoutput_05022024.tar

description: 16S and 23S ribosomal RNA gene fragments sequenced by a MinION nanopore system were used to obtain sub-species resolution of datasets from a D6322 mock bacterial microbiome. Correct strain resolution usually resulted over a 3 order of magnitude variation in species proportions.
DOI: 10.26188/25182818.v1
title: amplicon_23S_RADfastqoutput_05022024.tar

description: 16S and 23S ribosomal RNA gene fragments sequenced by a MinION nanopore system were used to obtain sub-species resolution of datasets from a D6322 mock bacterial microbiome. Correct strain resolution usually resulted over a 3 order of magnitude variation in species proportions.
DOI: 10.15468/dl.a2hhvp
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptactina tessmannii K.Krause"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044947-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8c7dv9
title: Occurrence Download

description: A dataset containing 884 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Litsea sericea (Wall. ex Nees) Hook.fil."
 ]
}

 The dataset includes 884 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044948-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxjwjn
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Linum hologynum Rchb."
 ]
}

 The dataset includes 155 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044949-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fdad6m
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucanthemum lithopolitanicum (E.Mayer) Polatschek"
 ]
}

 The dataset includes 23 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044950-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26188/25182821
title: blastn_RAD_datasets_11_20_07022024A.tar

description: 16S and 23S ribosomal RNA gene fragments sequenced by a MinION nanopore system were used to obtain sub-species resolution of datasets from a D6322 mock bacterial microbiome. Correct strain resolution usually resulted over a 3 order of magnitude variation in species proportions.
DOI: 10.26188/25182821.v1
title: blastn_RAD_datasets_11_20_07022024A.tar

description: 16S and 23S ribosomal RNA gene fragments sequenced by a MinION nanopore system were used to obtain sub-species resolution of datasets from a D6322 mock bacterial microbiome. Correct strain resolution usually resulted over a 3 order of magnitude variation in species proportions.
DOI: 10.15468/dl.wzm9wv
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lotononis leptoloba Bolus ex Schltr."
 ]
}

 The dataset includes 16 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044951-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3cex5j
title: Occurrence Download

description: A dataset containing 345 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptadenia arborea (Forssk.) Schweinf."
 ]
}

 The dataset includes 345 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044952-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6xv7js
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Litsea sessiliflora Hook.fil."
 ]
}

 The dataset includes 22 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044953-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tm8hvn
title: Occurrence Download

description: A dataset containing 402 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Linum hypericifolium Salisb."
 ]
}

 The dataset includes 402 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044954-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26188/25182824
title: amplicon_23S_RADfastqinput_subsampledDatasets_05022024.tar

description: 16S and 23S ribosomal RNA gene fragments sequenced by a MinION nanopore system were used to obtain sub-species resolution of datasets from a D6322 mock bacterial microbiome. Correct strain resolution usually resulted over a 3 order of magnitude variation in species proportions.
DOI: 10.26188/25182824.v1
title: amplicon_23S_RADfastqinput_subsampledDatasets_05022024.tar

description: 16S and 23S ribosomal RNA gene fragments sequenced by a MinION nanopore system were used to obtain sub-species resolution of datasets from a D6322 mock bacterial microbiome. Correct strain resolution usually resulted over a 3 order of magnitude variation in species proportions.
DOI: 10.15468/dl.r5w426
title: Occurrence Download

description: A dataset containing 592 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucanthemum maestracense Vogt & F.H.Hellw."
 ]
}

 The dataset includes 592 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044955-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5cpdn3
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lotononis linearifolia B.-E.van Wyk"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044956-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxnuhz
title: Occurrence Download

description: A dataset containing 1847 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptadenia lanceolata (Poir.) Goyder"
 ]
}

 The dataset includes 1847 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044957-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qhfrkh
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Litsea sessilis (Meisn.) Boerl."
 ]
}

 The dataset includes 100 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044958-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26188/25182827
title: workDB1_16S_fasta_03022024.tar

description: 16S and 23S ribosomal RNA gene fragments sequenced by a MinION nanopore system were used to obtain sub-species resolution of datasets from a D6322 mock bacterial microbiome. Correct strain resolution usually resulted over a 3 order of magnitude variation in species proportions.
DOI: 10.26188/25182827.v1
title: workDB1_16S_fasta_03022024.tar

description: 16S and 23S ribosomal RNA gene fragments sequenced by a MinION nanopore system were used to obtain sub-species resolution of datasets from a D6322 mock bacterial microbiome. Correct strain resolution usually resulted over a 3 order of magnitude variation in species proportions.
DOI: 10.15468/dl.rj6m75
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Linum iranicum Hausskn. ex Bornm."
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044959-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rz3r7s
title: Occurrence Download

description: A dataset containing 2631 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucanthemum maximum (Ramond) DC."
 ]
}

 The dataset includes 2631 records from 264 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044960-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzkstr
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lotononis listioides Dinter & Harms"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044961-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26188/25182833
title: RAD_amplicon_16S23S_05022024_10datasets_text_output_06022024.tar

description: 16S and 23S ribosomal RNA gene fragments sequenced by a MinION nanopore system were used to obtain sub-species resolution of datasets from a D6322 mock bacterial microbiome. Correct strain resolution usually resulted over a 3 order of magnitude variation in species proportions.
DOI: 10.26188/25182833.v1
title: RAD_amplicon_16S23S_05022024_10datasets_text_output_06022024.tar

description: 16S and 23S ribosomal RNA gene fragments sequenced by a MinION nanopore system were used to obtain sub-species resolution of datasets from a D6322 mock bacterial microbiome. Correct strain resolution usually resulted over a 3 order of magnitude variation in species proportions.
DOI: 10.15468/dl.y3e8ww
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Litsea siamensis van der Werff"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044963-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8k3zyt
title: Occurrence Download

description: A dataset containing 777 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptadenia madagascariensis Decne."
 ]
}

 The dataset includes 777 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044964-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xnvxpv
title: Occurrence Download

description: A dataset containing 292 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Linum jimenezii Pau"
 ]
}

 The dataset includes 292 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044965-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26188/25182836
title: workDB1_16S_23S_blastn_databases.tar

description: 16S and 23S ribosomal RNA gene fragments sequenced by a MinION nanopore system were used to obtain sub-species resolution of datasets from a D6322 mock bacterial microbiome. Correct strain resolution usually resulted over a 3 order of magnitude variation in species proportions.
DOI: 10.26188/25182836.v1
title: workDB1_16S_23S_blastn_databases.tar

description: 16S and 23S ribosomal RNA gene fragments sequenced by a MinION nanopore system were used to obtain sub-species resolution of datasets from a D6322 mock bacterial microbiome. Correct strain resolution usually resulted over a 3 order of magnitude variation in species proportions.
DOI: 10.15468/dl.msbd89
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lotononis lotononoides (Scott Elliot) B.-E.van Wyk"
 ]
}

 The dataset includes 254 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044966-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ewcayn
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Litsea spathulata (Kosterm.) Kosterm."
 ]
}

 The dataset includes 38 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044967-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wp6d5h
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucanthemum meridionale Le Grand"
 ]
}

 The dataset includes 85 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044968-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eqzx2c
title: Occurrence Download

description: A dataset containing 1664 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptadenia pyrotechnica (Forssk.) Decne."
 ]
}

 The dataset includes 1664 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044969-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxmjag
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Linum katiae Peruzzi"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044970-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfdzgf
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lotononis macra Schltr."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044971-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f97mmx
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Litsea staintonii Kosterm."
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044972-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6dcydr
title: Occurrence Download

description: A dataset containing 2556 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucanthemum monspeliense (L.) H.J.Coste"
 ]
}

 The dataset includes 2556 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044973-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e36aze
title: Occurrence Download

description: A dataset containing 274 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptadenia reticulata (Retz.) Wight & Arn."
 ]
}

 The dataset includes 274 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044974-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j7qbdn
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Linum keniense T.C.E.Fr."
 ]
}

 The dataset includes 11 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044975-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xupr8u
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lotononis macroloba B.-E.van Wyk & Kolberg"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044976-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pqzgxq
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Litsea steenisii Kosterm."
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044977-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7yfkxk
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucanthemum montserratianum Vogt"
 ]
}

 The dataset includes 26 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044978-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5a8bun
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptagrostis schimperiana (Hochst.) C.E.Hubb."
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044979-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x42a5n
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Linum khorassanicum Joharchi & Behrooz."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044980-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.