cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14831829
title: RealLabHH - emoin: dataset of demand-responsive disposition service

description: Description

Dataset for RealLaborHH (emoin).During this project, a demand-oriented bus system using automatic driving vehicles was established in Hamburg-Bergedorf.The project was conducted in collaboration with our transdisciplinary partners Continental AG, Dekra Automobil GmbH, EasyMile and the regional public transport provider (Verkehrsbetriebe Hamburg-Holstein GmbH, VHH).In Hamburg-Bergedorf, the system was put into place and tested as a so-called living lab. It was operational from September 2021 to October 2021 and contributed to the local public transportation system.

Area of operation

The emoin project was conducted in Hamburg-Bergedorf, which is a suburb of Hamburg. Hamburg-Bergedorf is located in the south-east of Hamburg. The suburb is connected via train to Hamburg central station. 

3 autonomous driving shuttles where used to serve the area (2 in active service, 1 in reserve).These shuttles where provided by the company EasyMile. Each shuttle was accompanied by bus operator from the VHH (local public transport provider), who acted as safety operator. 



The demand-oriented bus shuttle service was operational from September 2021 through the end of October.

Datatypes and datasets

This section provides some additional information on the provided files. It also explains some of the datatypes that are being used, if their meaning is not obvious.

Generic:

* All geo information is provided as wkt (well-known text) POINT (10.2163094038 53.4876823815)* Times are local time

edges.csv

Dataset contains edges within the area of operation. Data is based on OpenStreetMap (© OpenStreetMap contributors).



vehicleTypes: 12 characters: 0 = not allowed, 1 = allowed, U = undefined: [0] -> all, [1] -> passenger cars, [2] -> residential vehicle (12; only Teleatlas), [3] -> high occupancy vehicle, [4] -> emergency vehicle, [5] -> taxi, [6] -> public bus, [7] -> delivery truck, [8] -> transport truck, [9] -> motorcycle, [10] -> bicycle, [11] -> pedestrian'


legs.csv

A leg describes the trip between two stops.



journeyId: a journey is a vehicle round-trip, composed of multiple legs


journeys.csv

Matches journey to vehicle.

operation-times.csv

Describes the operation times of the vehicles. Very important constraint for route planning, because no planned journey was allowed to violated the opertation times. This resulted inmany rejected passenger requests.



fleetVehicleId: id of vehicle, matches id in vehicles.csv and journeys.csv


passenger-requests.csv

Contains all passenger request. All bookings had to be done at least 15 minutes in advance. Furhermore it was not allowed to book trips that are to far away in the future.



state: state: 1 = accepted, 2 = not accepted, 3 = cancelled, 4 = temporarily_accepted, 5 = final

timeOfRequest: time when the user issued the request

searchTime: requested start time


vehicles.csv

Ids for available vehicles.

Additional attribution

Edge information of the operation area is also given. These data is based on OpenStreetMap (© OpenStreetMap contributors).
DOI: 10.15468/dl.yg75qt
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((94.91179 48.70840,110.87583 48.70840,110.87583 64.11378,94.91179 64.11378,94.91179 48.70840))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cypripedium ventricosum"
 ]
}

 The dataset includes 160 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008406-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4s6df5
title: Occurrence Download

description: A dataset containing 769 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Kleinothraupis parodii)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 769 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008407-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujz32p
title: Occurrence Download

description: A dataset containing 1196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gobio gobio",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1196 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008408-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nz6nxu
title: Occurrence Download

description: A dataset containing 3343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Knipolegus striaticeps)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 3343 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008410-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ga67v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gobio gobio",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008409-250802193616735/datasets/export for details.
DOI: 10.15468/dl.cqxy6k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Passerina caerulea)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008412-250802193616735/datasets/export for details.
DOI: 10.15468/dl.gcfz8z
title: Occurrence Download

description: A dataset containing 22817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Amelanchier alnifolia"
 ]
}

 The dataset includes 22817 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008411-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3qwwy
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cetopsorhamdia molinae)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 132 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008414-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhanpy
title: Occurrence Download

description: A dataset containing 6565 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria pumila",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6565 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008413-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.an7y9d
title: Occurrence Download

description: A dataset containing 8219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Populus alba",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8219 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008415-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmvvgw
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACF1115"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008416-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6h2u5p
title: Occurrence Download

description: A dataset containing 249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Kupeornis gilberti)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 249 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008418-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4vdk2d
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Populus alba",
 "Country is Bolivia (Plurinational State of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 36 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008417-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9bqwkw
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Kupeornis chapini)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 39 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008419-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6y536f
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pelophylax kurtmuelleri",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008420-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pnmhr3
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Indonesia",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Orlitia borneensis",
 "Year 1990-2025"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008421-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnbnae
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orlitia borneensis",
 "Year 1990-2025"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008422-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6c7gbs
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spartina densiflora",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 39 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008425-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.guj7q9
title: Occurrence Download

description: A dataset containing 277 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Synodontis schall)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 277 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008426-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vnhf7a
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orlitia borneensis",
 "Year 1990-2025"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008424-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n97saz
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orlitia borneensis",
 "Year 1990-2025"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008423-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5k3j3
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((93.71404 48.53768,114.30780 48.53768,114.30780 68.41076,93.71404 68.41076,93.71404 48.53768))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Epipactis helleborine"
 ]
}

 The dataset includes 316 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008427-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.en9ytu
title: Occurrence Download

description: A dataset containing 91077 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Passerina caerulea)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 91077 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008399-250802193616735/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.29818952
title: UPA data

description: The data describe anti-inflammatory effect of UPA, a JAK1 inhibitor against sepsis in vitro and in vivo.
DOI: 10.6084/m9.figshare.29818952.v1
title: UPA data

description: The data describe anti-inflammatory effect of UPA, a JAK1 inhibitor against sepsis in vitro and in vivo.
DOI: 10.15468/dl.3rqctu
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orlitia borneensis",
 "Year 1990-2025"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008428-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ja82ws
title: Occurrence Download

description: A dataset containing 1015221 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Passerina caerulea)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 1015221 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008397-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebz2s7
title: Occurrence Download

description: A dataset containing 1635 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Populus alba",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1635 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008432-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4ynrz
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACF1118"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008433-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2jmge
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orlitia borneensis",
 "Year 1990-2025"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008430-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9chgzx
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orlitia borneensis",
 "Year 1990-2025"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008429-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hda9rn
title: Occurrence Download

description: A dataset containing 216 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((95.01216 49.17998,109.93274 49.17998,109.93274 63.57842,95.01216 63.57842,95.01216 49.17998))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Epipactis palustris"
 ]
}

 The dataset includes 216 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008434-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rwypsa
title: Occurrence Download

description: A dataset containing 213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Knipolegus signatus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 213 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008435-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7sbjr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lacedo melanops)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008436-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pt6t59
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pelophylax ridibundus",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008438-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.