cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26214821.v1
title: Potential intensification of permafrost carbon feedback under net-zero and negative emissions

description: Using the CESM2 model, a simulated dataset was created to investigate the response of the permafrost carbon cycle to net-zero and negative emissions through an emission-driven carbon dioxide removal simulation in the study titled <i>"</i><i>Potential intensification of permafrost carbon feedback under net-zero and negative emissions</i><i>".</i>
DOI: 10.15468/dl.4whx8d
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heteromeyenia insignis Weltner, 1895"
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019198-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48436/f0kzk-saf97
title: Wayfinding Stages: The Role of Familiarity, Gaze Events, and Visual Attention

description: How to Cite?

The paper is accepted for presenetation at COSIT2024, but it is not yet published.

Abstract

Understanding the cognitive processes involved in wayfinding is crucial for both theoretical advances and practical applications in navigation systems development. This study explores how gaze behavior and visual attention contribute to our understanding of cognitive states during wayfinding. Based on the model proposed by Downs and Stea, which segments wayfinding into four distinct stages: self-localization, route planning, monitoring, and goal recognition, we conducted an outdoor wayfinding experiment with 56 participants. Given the significant role of spatial familiarity in wayfinding behavior, each participant navigated six different routes in both familiar and unfamiliar environments, with their eye movements being recorded. We provide a detailed examination of participants’ gaze behavior and the actual objects of focus. Our findings reveal distinct gaze behavior patterns and visual attention, differentiating wayfinding stages while emphasizing the impact of spatial familiarity. This examination of visual engagement during wayfinding explains adaptive cognitive processes, demonstrating how familiarity influences navigation strategies. The results enhance our theoretical understanding of wayfinding and offer practical insights for developing navigation aids capable of predicting different wayfinding stages. 

Data

The data used in this paper is a CSV file (licensed under CC BY 4.0) that contains the following information:



world_index: the scene video frame index

fixation_duration: duration of the fixation

x_fixation: corrected x coordinate of the fixation from the head movement impact

y_fixation: corrected y coordinate of the fixation from the head movement impact

synced_timestamp: timestamp of the event

stage: the wayfinding stage according to Downs and Stea theory 

yolo_label: predicted label by Yolo

segmentation_label: predicted label by Mask2Former

semantic_label: the selected semantic label detected by MYFix

duration: duration of the stage

saccade_duration: duration of the corrected saccade

saccade_length: length of the corrected saccade

participant_id: anonymized id for the participants

familiarity: spatial familiarity of the participants (binary)

routeID: id of the routes
DOI: 10.15468/dl.jurhd9
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Continent is Asia",
 "Country is one of (China, Hong Kong, Macao)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Azemiops kharini Orlov, Ryabov & Nguyen, 2013"
 ]
}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019199-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9wvbxg
title: Occurrence Download

description: A dataset containing 701 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Helopeltis Signoret, 1858"
 ]
}

 The dataset includes 701 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019200-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gj2mgz
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Megalobulimus proclivis (E.von Martens, 1888)"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019202-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjtuae
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Continent is Asia",
 "Country is one of (China, Hong Kong, Macao)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Deinagkistrodon acutus (Günther, 1888)"
 ]
}

 The dataset includes 71 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019203-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52kcwf
title: Occurrence Download

description: A dataset containing 35851 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pontederia crassipes Mart."
 ]
}

 The dataset includes 35851 records from 663 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019204-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0hqbko
title: Occurrence Download

description: A dataset containing 42111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "Geometry POLYGON((-52.91016 0.94918,-51.50391 -3.96947,-47.28516 -5.37102,-39.90234 -8.51149,-40.60547 -14.36657,-43.76953 -19.74188,-48.33984 -22.36633,-51.85547 -28.3972,-54.31641 -36.40006,-46.93359 -46.87221,-19.16016 -48.29489,-6.85547 -22.04084,-23.37891 15.8599,-44.12109 17.20797,-52.91016 0.94918))",
 "HasCoordinate is true",
 "TaxonKey is Anura"
 ]
}

 The dataset includes 42111 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023059-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xlulze
title: Occurrence Download

description: A dataset containing 2983 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Country is Serbia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 2983 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009640-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntam3s
title: Occurrence Download

description: A dataset containing 11727 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Literature Occurrence"
 ]
 },
 "GadmGid is BTN.14_1",
 "OccurrenceStatus is Present",
 "Year 2000-2020"
 ]
}

 The dataset includes 11727 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142980-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezaaiv
title: Occurrence Download

description: A dataset containing 202 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Continent is North America",
 "Continent is South America"
 ]
 },
 "Year 1970-2020",
 "HasCoordinate is true",
 "TaxonKey is Pellaea atropurpurea (L.) Link",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 202 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009639-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11373045
title: Dataset from Primary Survey on Truck Drivers

description: Brief:  This dataset contains primary survey data collected from truck drivers in Bhopal, India, focusing on the urban distribution network of dairy products. The data can be used for studies related to dairy supply chain optimization, cost minimization, route efficiency, and vehicle capacity utilization in urban settings. The data was collected through primary surveys conducted with truck drivers, evaluating existing distribution routes.

Methodology: Data was collected through structured interviews with truck drivers at various locations associated in Bhopal. The survey included questions on current distribution routes, vehicle utilization, challenges faced, and potential areas for improvement in the distribution process.

Geographical Location: Bhopal, Madhya Pradesh, India

Usage Notes:  Users should acknowledge the source when using the data. The data is particularly relevant for studies focused on urban distribution efficiency, cost optimization, and the dairy industry in India.Acknowledgments: We would like to thank to all the truck drivers who participated in the survey and provided valuable insights.
DOI: 10.5281/zenodo.11373046
title: Dataset from Primary Survey on Truck Drivers

description: Brief:  This dataset contains primary survey data collected from truck drivers in Bhopal, India, focusing on the urban distribution network of dairy products. The data can be used for studies related to dairy supply chain optimization, cost minimization, route efficiency, and vehicle capacity utilization in urban settings. The data was collected through primary surveys conducted with truck drivers, evaluating existing distribution routes.

Methodology: Data was collected through structured interviews with truck drivers at various locations associated in Bhopal. The survey included questions on current distribution routes, vehicle utilization, challenges faced, and potential areas for improvement in the distribution process.

Geographical Location: Bhopal, Madhya Pradesh, India

Usage Notes:  Users should acknowledge the source when using the data. The data is particularly relevant for studies focused on urban distribution efficiency, cost optimization, and the dairy industry in India.Acknowledgments: We would like to thank to all the truck drivers who participated in the survey and provided valuable insights.
DOI: 10.15468/dl.j4t2w6
title: Occurrence Download

description: A dataset containing 342 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-80.1074298000000056 42.1010654999999971, -80.1074298000000056 42.1026733400000026, -80.1074298000000056 42.1047405699999970, -80.1074298000000056 42.1061187199999978, -80.1074298000000056 42.1083008000000021, -80.1074298000000056 42.1105977200000012, -80.1074298000000056 42.1125501000000000, -80.1053635100000037 42.1125501000000000, -80.1020345900000024 42.1125501000000000, -80.1001979400000010 42.1125501000000000, -80.0981317100000041 42.1125501000000000, -80.0954915199999959 42.1125501000000000, -80.0938844500000044 42.1125501000000000, -80.0917034299999955 42.1125501000000000, -80.0900963600000040 42.1125501000000000, -80.0865378000000021 42.1125501000000000, -80.0865378000000021 42.1107125600000032, -80.0865378000000021 42.1086453400000025, -80.0865378000000021 42.1064632599999982, -80.0865378000000021 42.1046257300000022, -80.0865378000000021 42.1032475700000006, -80.0865378000000021 42.1010654999999971, -80.0897519899999963 42.1010654999999971, -80.0915886399999977 42.1010654999999971, -80.0939992400000023 42.1010654999999971, -80.0972133799999995 42.1010654999999971, -80.0997387700000019 42.1010654999999971, -80.1016902100000010 42.1010654999999971, -80.1042156099999971 42.1010654999999971, -80.1074298000000056 42.1010654999999971))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 342 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099191-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyxreh
title: Occurrence Download

description: A dataset containing 836 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bison bison bison"
 ]
}

 The dataset includes 836 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0143021-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8n2gng
title: Occurrence Download

description: A dataset containing 2242 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eira barbara (Linnaeus, 1758)"
 ]
}

 The dataset includes 2242 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009651-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pvzf8n
title: Occurrence Download

description: A dataset containing 9157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Tapirus terrestris (Linnaeus, 1758)"
 ]
}

 The dataset includes 9157 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137429-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r3pe7e
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "InstitutionCode is museu nacional/ufrj",
 "TaxonKey is Hyphessobrycon itaparicensis Lima & Costa, 2001"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0411542-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xreo1
title: Occurrence Download

description: A dataset containing 268 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Croton guatemalensis Lotsy"
 ]
}

 The dataset includes 268 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009668-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gtvdd3
title: Occurrence Download

description: A dataset listing the 21973 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((0.30716 52.76019,1.31861 51.96343,1.5622 52.17897,1.7554 52.45798,1.65518 52.73512,1.11965 52.94513,0.55335 52.93924,0.30716 52.76019))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 21973 records were derived from 370 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0425157-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3dmr1q
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-84.86572 38.13721,-80.09033 38.13721,-80.09033 42.23877,-84.86572 42.23877,-84.86572 38.13721))",
 "HasCoordinate is true",
 "TaxonKey is Vulpes vulpes (Linnaeus, 1758)"
 ]
}

 The dataset includes 200 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010544-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.enuzup
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-76.0607669000000044 43.0253676999999968, -76.0607669000000044 43.0258281199999999, -76.0607669000000044 43.0260491200000033, -76.0607669000000044 43.0260675299999988, -76.0607669000000044 43.0263990300000003, -76.0607669000000044 43.0267673600000009, -76.0607669000000044 43.0271909499999978, -76.0607669000000044 43.0276145300000010, -76.0607669000000044 43.0280749400000033, -76.0607669000000044 43.0284248600000012, -76.0607669000000044 43.0291615300000032, -76.0607669000000044 43.0295298599999967, -76.0607669000000044 43.0300639399999980, -76.0607669000000044 43.0300823600000015, -76.0607669000000044 43.0305611900000002, -76.0607669000000044 43.0308558500000018, -76.0607669000000044 43.0312794399999987, -76.0607669000000044 43.0313899399999968, -76.0607669000000044 43.0320160999999999, -76.0607669000000044 43.0324028499999969, -76.0607669000000044 43.0327343499999984, -76.0607669000000044 43.0331211000000025, -76.0603985000000051 43.0331211000000025, -76.0599564200000060 43.0331211000000025, -76.0593485600000037 43.0331211000000025, -76.0589248999999938 43.0331211000000025, -76.0589248999999938 43.0330658499999998, -76.0589248999999938 43.0328632700000000, -76.0589248999999938 43.0325685999999976, -76.0589248999999938 43.0319792700000008, -76.0589248999999938 43.0315372700000012, -76.0589248999999938 43.0313346900000013, -76.0589248999999938 43.0308558500000018, -76.0589248999999938 43.0302849400000014, -76.0589248999999938 43.0300639399999980, -76.0589248999999938 43.0299534399999999, -76.0589248999999938 43.0299350200000035, -76.0589248999999938 43.0293825199999986, -76.0589248999999938 43.0291615300000032, -76.0589248999999938 43.0287379399999992, -76.0589248999999938 43.0283880300000021, -76.0589248999999938 43.0279644399999981, -76.0589248999999938 43.0276697799999965, -76.0589248999999938 43.0274119500000012, -76.0589248999999938 43.0270620300000033, -76.0589248999999938 43.0266937000000027, -76.0589248999999938 43.0262885300000022, -76.0589248999999938 43.0260306999999997, -76.0589248999999938 43.0258097000000035, -76.0589248999999938 43.0257912800000000, -76.0589248999999938 43.0257728699999973, -76.0589248999999938 43.0253676999999968, -76.0593117199999966 43.0253676999999968, -76.0596985399999994 43.0253676999999968, -76.0603064000000018 43.0253676999999968, -76.0607669000000044 43.0253676999999968))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0096361-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njro3o
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eucalyptus clivicola Brooker & Hopper",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 25 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043966-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3sehd
title: Occurrence Download

description: A dataset containing 782 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Amazona festiva (Linnaeus, 1758)"
 ]
}

 The dataset includes 782 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0143028-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d65an3
title: Occurrence Download

description: A dataset containing 433 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-87.8453439000000031 41.8713595999999981, -87.8453439000000031 41.8740320100000005, -87.8453439000000031 41.8778048300000023, -87.8453439000000031 41.8801628499999978, -87.8453439000000031 41.8839356699999996, -87.8453439000000031 41.8869224800000026, -87.8453439000000031 41.8902237000000000, -87.8409483500000050 41.8902237000000000, -87.8368667600000066 41.8902237000000000, -87.8335701000000029 41.8902237000000000, -87.8296454999999980 41.8902237000000000, -87.8296454999999980 41.8875512899999976, -87.8296454999999980 41.8848788700000014, -87.8296454999999980 41.8829924599999970, -87.8296454999999980 41.8804772499999984, -87.8296454999999980 41.8779620399999999, -87.8296454999999980 41.8763900300000032, -87.8296454999999980 41.8740320100000005, -87.8296454999999980 41.8713595999999981, -87.8324712099999942 41.8713595999999981, -87.8343550200000038 41.8713595999999981, -87.8389075599999956 41.8713595999999981, -87.8426751700000068 41.8713595999999981, -87.8453439000000031 41.8713595999999981))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 433 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0096341-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ee5fgb
title: Occurrence Download

description: A dataset containing 1353 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prunum apicinum (Menke, 1828)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 1353 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070356-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.