cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6811369
title: OpenPack: Public multi-modal dataset for packaging work recognition in logistics domain

description: <strong>OpenPack</strong> is an open access logistics-dataset for human activity recognition, which contains human movement and package information from ten subjects. The package information includes the size and number of items included in each packaging task. While the human movement information is subdivided into three types of data, acceleration, physiological, and depth-sensing. In the "Humanware laboratory" at IST Osaka University, with the supervision of industrial engineers, an experiment to mimic logistic center labor was designed. Workers with previous packaging experience performed a set of packaging tasks according to an instruction manual from a real-life logistic center. During the experiment, subjects were recorded performing packing operations using Lidar, Kinect, and Realsense depth sensors while also wearing four IMU devices and 2 Empatica E4 wearable sensors. Each subject was tasked with performing 20 packing jobs in 5 separate sessions for a total of 100 jobs. Approximately 50 hours of packaging operations have been labeled into 10 global operation classes for this dataset. Work is continuously being done to update and improve this dataset. When downloading and using this dataset please verify that the version is up to date with the latest release. The latest release [0.2.1] was uploaded on 08/07/2022. You can find information on how to use this dataset on https://github.com/open-pack/openpack-toolkit.
description: Funding: JSPS KAKENHI Grant Number JP21H05299, and JP21J10059, and JST ACT-X JPMJAX200T
DOI: 10.5281/zenodo.7213887
title: OpenPack: Public multi-modal dataset for packaging work recognition in logistics domain

description: <strong>OpenPack</strong> is an open access logistics-dataset for human activity recognition, which contains human movement and package information from 10 experienced subjects in two scenarios. The package information includes the size and number of items included in each packaging job. Human movement information is subdivided into three types of data, acceleration, physiological, and depth-sensing. In the "Humanware laboratory" at IST Osaka University, with the supervision of industrial engineers, an experiment to mimic logistic center labor was designed. Workers with previous packaging experience performed a set of packaging tasks according to an instruction manual from a real-life logistics center. During the two experiments, subjects were recorded while performing packing operations using Lidar, Kinect, and Realsense depth sensors while also wearing 4 IMU devices and 2 Empatica E4 wearable sensors. Besides sensor data, this dataset contains timestamp information collected from the handy terminal used to register product, packet, and address label codes. Each of the subjects performed 20 packing jobs in 5 separate sessions for a total of 100 packing jobs. Approximately 50 hours of packaging operations have been labeled into 10 global operation classes and 16 action classes for this dataset. Action classes are not unique to each operation but may only appear in one or two operations. <strong>We are hosting an activity recognition competition, using this dataset (OpenPack v0.3.x) at a PerCom 2023 Workshop! The task is very simple: Recognize 10 work operations from the OpenPack dataset. Please visit our website and check the details. https://open-pack.github.io/challenge2022</strong> <strong>Tutorial Dataset (Updated: 2023-03-29)</strong> In this repository (Full Dataset), the data and label files are contained in separate files, we have received many comments that it was difficult to combine them. Therefore, for tutorial purposes, we have created a number of CSV files containing the four IMU's sensor data and the operation labels. Before downloading the "Full Dataset", please check the contents of the data in this CSV file. Please access Google Drive from the following URL and download the files. Please be aware some operation labels have been slightly changed from those on version (v0.3.1) to correct annotation errors. We plan to integrate the data distribution location into zenodo for the next release. <em><strong>Tutorial (ATR & Operation Label)</strong></em> Google Drive - Sample - Tutorial CSV. Work is continuously being done to update and improve this dataset. When downloading and using this dataset please verify that the version is up to date with the latest release. The latest release [0.3.1] was uploaded on 17/10/2022. You can find information on how to use this dataset at https://github.com/open-pack/openpack-toolkit.
description: Funding: JSPS KAKENHI Grant Number JP21H05299, and JP21J10059, and JST ACT-X JPMJAX200T
DOI: 10.15468/dl.fmy4h5
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Salud coralina de las comunidades arrecifales de la Isla Cayo Serranilla durante la Expedición Seaflower 2017 - Proyecto Colombia BIO"
 ]
}

 The dataset includes 31 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231363-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sjt99x
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylaeanthe panamensis (Standl.) H.Kenn."
 ]
}

 The dataset includes 14 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249923-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.5909087
title: OpenPack: Public multi-modal dataset for packaging work recognition in logistics domain

description: <strong>OpenPack</strong> is an open access logistics-dataset for human activity recognition, which contains human movement and package information from ten subjects. The package information includes the size and number of items included in each packaging task. While the human movement information is subdivided into three types of data, acceleration, physiological, and depth-sensing. In the "Humanware laboratory" at IST Osaka University, with the supervision of industrial engineers, an experiment to mimic logistic center labor was designed. Workers with previous packaging experience performed a set of packaging tasks according to an instruction manual from a real-life logistic center. During the experiment, subjects were recorded performing packing operations using Lidar, Kinect, and Realsense depth sensors while also wearing four IMU devices and 2 Empatica E4 wearable sensors. Each subject was tasked with performing 20 packing jobs on 5 separate sessions for a total of 100 jobs. Approximately 50 hours of packaging operations have been labeled into 8 global operation classes and 17 sub-classes for this dataset.
DOI: 10.15468/dl.mkdg7y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Afrosoricida",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040801-230224095556074/datasets/export for details.
DOI: 10.15468/dl.8nkpf3
title: Occurrence Download

description: A dataset containing 15103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sambucus caerulea Raf."
 ]
}

 The dataset includes 15103 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0277459-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w3wdz8
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Appendicula wariana (Schltr.) Ormerod"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040810-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7scnpa
title: Occurrence Download

description: A dataset containing 216288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hymenophyllaceae"
 ]
}

 The dataset includes 216288 records from 713 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0277460-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92mqz7
title: Occurrence Download

description: A dataset containing 314454920 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Fucus Linnaeus, 1753, Sargassum C.Agardh, 1820, Mytilus Linnaeus, 1758, Arthropoda, Skeletonema R.K.Greville, 1865, Prorocentrum Ehrenberg, 1834, Acartia Dana, 1846, Scomber Linnaeus, 1758)"
 ]
}

 The dataset includes 314454920 records from 30450 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014991-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ch1a4i
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Megasoma gyas (Herbst, 1785)"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008277-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvzgg3
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jamesbrittenia pilgeriana (Dinter) Hilliard"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032878-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.untvnr
title: Occurrence Download

description: A dataset containing 780 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plantago rigida Kunth"
 ]
}

 The dataset includes 780 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042779-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cyp9y4
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isodon wui C.L.Xiang & E.D.Liu"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032862-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ugwpa8
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panthera onca (Linnaeus, 1758)",
 "Country is Colombia"
 ]
}

 The dataset includes 84 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008277-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jc5xb5
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Raphanus raphanistrum subsp. sativus (L.) Domin",
 "HasCoordinate is true"
 ]
}

 The dataset includes 122 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042776-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jj9byx
title: Occurrence Download

description: A dataset containing 948163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haliaeetus leucocephalus (Linnaeus, 1766)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Year is greater than or equal to 1969"
 ]
}

 The dataset includes 948163 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008277-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v4qbdb
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Justicia nigerica S.Moore"
 ]
}

 The dataset includes 8 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032936-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.skgc1w
title: Occurrence Download

description: A dataset containing 1793 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllodesma ilicifolia (Linnaeus, 1758)"
 ]
}

 The dataset includes 1793 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008277-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75kh6q
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pyrenaria menglaensis G.D.Tao"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016345-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7cycwn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Justicia multibracteata Benoist"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032891-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gk448s
title: Occurrence Download

description: A dataset containing 47445 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Manihot esculenta Crantz)"
 ]
}

 The dataset includes 47445 records from 439 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042764-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czxyci
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "TaxonKey is Kohleria tigridia (Ohlend.) Roalson & Boggan"
 ]
}

 The dataset includes 161 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008277-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzjqhh
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Lichmera notabilis (Finsch, 1898)"
 ]
}

 The dataset includes 97 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051313-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vwzg48
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jamesbrittenia primuliflora (Thell.) Hilliard"
 ]
}

 The dataset includes 82 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032895-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8pccv
title: Occurrence Download

description: A dataset containing 264647 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Sorbus acutisecta Reuther & O.Schwarz",
 "TaxonKey is Sorbus adamii Kárpáti",
 "TaxonKey is Sorbus adeana N.Mey.",
 "TaxonKey is Sorbus admonitor M.Proctor",
 "TaxonKey is Sorbus albensis M.Lepsí, Boublík, P.Lepsí & Vít",
 "TaxonKey is Sorbus alnifrons Kovanda",
 "TaxonKey is Sorbus amici-petri Mikolás",
 "TaxonKey is Sorbus andreanszkyana Karpati",
 "TaxonKey is Sorbus anglica Hedl.",
 "TaxonKey is Sorbus aria (L.) Crantz",
 "TaxonKey is Sorbus arranensis",
 "TaxonKey is Sorbus aucuparia L.",
 "TaxonKey is Sorbus austriaca (Beck) Hedl.",
 "TaxonKey is Sorbus avonensis T.C.G.Rich",
 "TaxonKey is Sorbus badensis Düll",
 "TaxonKey is Sorbus bakonyensis (Jav.) Karpati",
 "TaxonKey is Sorbus balatonica Karpati",
 "TaxonKey is Sorbus baldaccii (Asch. & Graebn.) Degen & Fritsch ex Zinzerl.",
 "TaxonKey is Sorbus barabitsii C.Németh",
 "TaxonKey is Sorbus barrandienica Vít, M.Lepsí & P.Lepsí"
 ]
 },
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2017",
 "DecimalLongitude is greater than or equal to -15",
 "DecimalLongitude is less than or equal to 40",
 "DecimalLatitude is greater than or equal to 30",
 "DecimalLatitude is less than or equal to 75"
 ]
}

 The dataset includes 264647 records from 187 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008277-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntgkev
title: Occurrence Download

description: A dataset containing 384 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens hians Hook.fil."
 ]
}

 The dataset includes 384 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032952-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftbc8t
title: Occurrence Download

description: A dataset containing 7187 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Lepidium sativum L.)"
 ]
}

 The dataset includes 7187 records from 371 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042768-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfqyq8
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypsibarbus Rainboth, 1996"
 ]
}

 The dataset includes 140 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008278-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6wugpb
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Justicia obcordata Benoist"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032979-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94hm2a
title: Occurrence Download

description: A dataset containing 256 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección del Herbario del Jardín Botánico de la Universidad Nacional de Colombia Sede Caribe"
 ]
}

 The dataset includes 256 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008278-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrqhtc
title: Occurrence Download

description: A dataset containing 3888 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Crop Wild Relatives (CWRs) Occurrence in Ghana"
 ]
}

 The dataset includes 3888 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042769-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.teug52
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Justicia neesiana (Nees) Wall. ex T.Anderson"
 ]
}

 The dataset includes 33 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032913-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6dvyv
title: Occurrence Download

description: A dataset containing 2421741 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Odonata"
 ]
}

 The dataset includes 2421741 records from 859 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008278-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tw5yf6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Illex coindetii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0147112-230224095556074/datasets/export for details.
DOI: 10.15468/dl.a5xspy
title: Occurrence Download

description: A dataset containing 447858 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Accipiter striatus"
 ]
}

 The dataset includes 447858 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004081-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.