cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.11288693
title: Data and code to accompany oyster pound biofouling paper

description: The fouling_for_zenodo folder contains the data and code needed to reproduce the analyses and figures in the paper. The other folders contain images of the experimental oysters taken during the measurement process that may be useful in the future.
DOI: 10.5281/zenodo.13996958
title: Data and code to accompany oyster pound biofouling paper

description: The fouling_for_zenodo folder contains the data and code needed to reproduce the analyses and figures in Krasnow et al. (2025). The other folders contain images of the experimental oysters taken during the measurement process that may be useful in the future.

Krasnow, R., Kiffney, T., Coleman, S., Cuddy, R., & Brady, D. (2025). Interacting effects of environment and cultivation method on biofouling of farmed oysters (Crassostrea virginica). Journal of the World Aquaculture Society, 56(3), e70012. https://doi.org/10.1111/jwas.70012
DOI: 10.15468/dl.3a5ahz
title: Occurrence Download

description: A dataset containing 2066 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-77.85250506821417 -0.729261762294004, -77.83464927909202 -0.7177943796283497, -77.8156887708754 -0.6942866893395169, -77.81692644061705 -0.6615675379214826, -77.81794734132762 -0.6611574556493494, -77.82779138031371 -0.6624345246864821, -77.8355675352582 -0.670233885230896, -77.85874872422204 -0.707839765659441, -77.85857018565227 -0.7113584444922099, -77.85250506821417 -0.729261762294004))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 2066 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031641-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.844yw3
title: Occurrence Download

description: A dataset containing 956 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Discoglypremna Prain"
 ]
}

 The dataset includes 956 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031643-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.97zpm7
title: Occurrence Download

description: A dataset containing 1349 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Maihueniopsis Speg."
 ]
}

 The dataset includes 1349 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031644-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qtryfa
title: Occurrence Download

description: A dataset containing 58623 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-2000.0",
 "GadmGid is one of (USA.20.10_1, USA.20.9_1, USA.20.11_1, USA.20.5_1, USA.20.4_1, USA.20.13_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 58623 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031636-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k8bkeq
title: Occurrence Download

description: A dataset containing 432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-77.85250506821417 -0.729261762294004, -77.83464927909202 -0.7177943796283497, -77.8156887708754 -0.6942866893395169, -77.81692644061705 -0.6615675379214826, -77.81794734132762 -0.6611574556493494, -77.82779138031371 -0.6624345246864821, -77.8355675352582 -0.670233885230896, -77.85874872422204 -0.707839765659441, -77.85857018565227 -0.7113584444922099, -77.85250506821417 -0.729261762294004))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 432 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031645-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbmzxt
title: Occurrence Download

description: A dataset containing 54762 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "GadmGid is one of (ECU.6.4_1, ECU.6.6_1, ECU.23.1_1, ECU.23.2_1, ECU.23.7_1, ECU.23.8_1, ECU.2.5_1, ECU.2.7_1)",
 "OccurrenceStatus is Present",
 "Year 1991-2021"
 ]
}

 The dataset includes 54762 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031633-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r2c9xh
title: Occurrence Download

description: A dataset containing 10025 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Disphyma N.E.Br."
 ]
}

 The dataset includes 10025 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031647-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2w485x
title: Occurrence Download

description: A dataset containing 13298 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IDN",
 "OccurrenceStatus is Present",
 "TaxonKey is Lauraceae"
 ]
}

 The dataset includes 13298 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031648-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7939/r3-08je-x724
title: Project 38: Spatial Updating in Mixed Reality: from Environment-Stabilized to Body-Stabilized Process
DOI: 10.15468/dl.eu75g5
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Pylodictis olivaris (Rafinesque, 1818)"
 ]
}

 The dataset includes 194 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031649-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7939/r3r49gb4p
title: Financial Post 500, 2010 Edition

description: This annual database lists the top 800 companies in Canada, including top financial institutions, industry leaders, profit leaders, top service firms, and top service institutions.
DOI: 10.15468/dl.j7w8u3
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-77.85250506821417 -0.729261762294004, -77.83464927909202 -0.7177943796283497, -77.8156887708754 -0.6942866893395169, -77.81692644061705 -0.6615675379214826, -77.81794734132762 -0.6611574556493494, -77.82779138031371 -0.6624345246864821, -77.8355675352582 -0.670233885230896, -77.85874872422204 -0.707839765659441, -77.85857018565227 -0.7113584444922099, -77.85250506821417 -0.729261762294004))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031650-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zklmmu
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100029-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdcqzd
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Bacteria from Penguin Guano, Antarctica"
 ]
}

 The dataset includes 70 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032222-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lzds98
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003946-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dyllz3
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100009-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgupba
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((96.12543 49.49178,114.88741 49.49178,114.88741 67.59720,96.12543 67.59720,96.12543 49.49178))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chimaphila umbellata"
 ]
}

 The dataset includes 58 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008389-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3bhpq
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chauliodus setinotus"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008390-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mnegwv
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((93.26590 49.55492,115.76910 49.55492,115.76910 71.27062,93.26590 71.27062,93.26590 49.55492))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Corydalis bracteata"
 ]
}

 The dataset includes 131 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008393-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w9xgz2
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is TRUE",
 "TaxonKey is one of (Begonia robusta)"
 ]
}

 The dataset includes 56 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008391-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ffqy8w
title: Occurrence Download

description: A dataset containing 1365 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Knipolegus poecilocercus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1365 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008392-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9e338p
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Barbus barbus",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 114 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008394-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etcraq
title: Occurrence Download

description: A dataset containing 747 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((94.49728 47.19790,115.26184 47.19790,115.26184 67.23581,94.49728 67.23581,94.49728 47.19790))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cypripedium calceolus"
 ]
}

 The dataset includes 747 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008396-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k4cvef
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Knipolegus sclateri)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008395-250802193616735/datasets/export for details.
DOI: 10.5281/zenodo.14629528
title: Novice-Friendly Guided Teleportation for Exploring Knowledge Spaces in Virtual Reality (Study Data)

description: Data files of the technical evaluation and user study presented in the paper "Novice-Friendly Guided Teleportation for Exploring Knowledge Spaces in Virtual Reality"
DOI: 10.15468/dl.c4md6u
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 (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008398-250802193616735/datasets/export for details.
DOI: 10.15468/dl.pbnqbd
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Micromischodus sugillatus)",
 "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 35 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008401-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ughmtx
title: Occurrence Download

description: A dataset containing 1747 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Secale cereale",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1747 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008400-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2m3bka
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Populus alba",
 "Country is Angola",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008402-250802193616735/datasets/export for details.
DOI: 10.15468/dl.eszcwm
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Populus alba",
 "Country is Armenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008403-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjse6x
title: Occurrence Download

description: A dataset containing 544 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chaunax abei"
 ]
}

 The dataset includes 544 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008404-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14831830
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.sfjhg3
title: Occurrence Download

description: A dataset containing 664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((95.09777 48.98662,114.53326 48.98662,114.53326 67.74198,95.09777 67.74198,95.09777 48.98662))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cypripedium macranthos"
 ]
}

 The dataset includes 664 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008405-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.