{"id":686,"identifier":"ASU/OYZWEK","persistentUrl":"https://doi.org/10.48349/ASU/OYZWEK","protocol":"doi","authority":"10.48349","publisher":"ASU Library Research Data Repository","publicationDate":"2020-12-16","storageIdentifier":"s3://10.48349/ASU/OYZWEK","datasetType":"dataset","datasetVersion":{"id":24,"datasetId":686,"datasetPersistentId":"doi:10.48349/ASU/OYZWEK","storageIdentifier":"s3://10.48349/ASU/OYZWEK","versionNumber":1,"versionMinorNumber":0,"versionState":"RELEASED","latestVersionPublishingState":"RELEASED","UNF":"UNF:6:4hfqJk/udkEhwzCyamQIJg==","lastUpdateTime":"2020-12-16T17:00:06Z","releaseTime":"2020-12-16T17:00:06Z","createTime":"2020-11-23T17:18:49Z","publicationDate":"2020-12-16","citationDate":"2020-12-16","license":{"name":"CC0 1.0","uri":"http://creativecommons.org/publicdomain/zero/1.0","iconUri":"https://licensebuttons.net/p/zero/1.0/88x31.png"},"fileAccessRequest":false,"metadataBlocks":{"citation":{"displayName":"Citation Metadata","name":"citation","fields":[{"typeName":"title","multiple":false,"typeClass":"primitive","value":"Replication Data for:  Alarm Propagation in Social Insects"},{"typeName":"author","multiple":true,"typeClass":"compound","value":[{"authorName":{"typeName":"authorName","multiple":false,"typeClass":"primitive","value":"Xiaohui Guo"},"authorAffiliation":{"typeName":"authorAffiliation","multiple":false,"typeClass":"primitive","value":"Arizona State University"}}]},{"typeName":"datasetContact","multiple":true,"typeClass":"compound","value":[{"datasetContactName":{"typeName":"datasetContactName","multiple":false,"typeClass":"primitive","value":"Xiaohui Guo"},"datasetContactAffiliation":{"typeName":"datasetContactAffiliation","multiple":false,"typeClass":"primitive","value":"Arizona State University"},"datasetContactEmail":{"typeName":"datasetContactEmail","multiple":false,"typeClass":"primitive","value":"xguo49@asu.edu"}}]},{"typeName":"dsDescription","multiple":true,"typeClass":"compound","value":[{"dsDescriptionValue":{"typeName":"dsDescriptionValue","multiple":false,"typeClass":"primitive","value":"This project studied alarm signal propagation in social insect colonies. The data\nincludes individual ants' x,y coordinates, speed and orientation, which\nwere used to train a machine learning regression model in order to identify\neach individual ant's alarm state. By applying estimates of alarm state on\neach individual, we could track the alarm signal propagation pathways."},"dsDescriptionDate":{"typeName":"dsDescriptionDate","multiple":false,"typeClass":"primitive","value":"2020-11-23"}}]},{"typeName":"subject","multiple":true,"typeClass":"controlledVocabulary","value":["Medicine, Health and Life Sciences"]},{"typeName":"depositor","multiple":false,"typeClass":"primitive","value":"Guo, Xiaohui"},{"typeName":"dateOfDeposit","multiple":false,"typeClass":"primitive","value":"2020-11-23"}]}},"files":[{"description":"Ants' trajectories in the video of post-dropping alarmed seed ants.","label":"AlarmEventsAntTrajectories.tab","restricted":false,"version":3,"datasetVersionId":24,"dataFile":{"id":694,"persistentId":"doi:10.48349/ASU/OYZWEK/7AI319","pidURL":"https://doi.org/10.48349/ASU/OYZWEK/7AI319","filename":"AlarmEventsAntTrajectories.tab","contentType":"text/tab-separated-values","friendlyType":"Tab-Delimited","filesize":12184496,"description":"Ants' trajectories in the video of post-dropping alarmed seed ants.","storageIdentifier":"s3://dataverse-prod-user-files:1760d80057c-69079f28257e","originalFileFormat":"text/csv","originalFormatLabel":"Comma Separated Values","originalFileSize":12481037,"originalFileName":"AlarmEventsAntTrajectories.csv","UNF":"UNF:6:eZlkMnxUITJt6PaTvKGnVQ==","rootDataFileId":-1,"md5":"6e19d3daf0fd0ec241b07718c24da53c","checksum":{"type":"MD5","value":"6e19d3daf0fd0ec241b07718c24da53c"},"tabularData":true,"creationDate":"2020-11-28","publicationDate":"2020-12-16","fileAccessRequest":false}},{"description":"Ants' trajectories in the video of pre-dropping alarmed seed ants.","label":"BaselineAntTrajectories.tab","restricted":false,"version":3,"datasetVersionId":24,"dataFile":{"id":693,"persistentId":"doi:10.48349/ASU/OYZWEK/JDXUQI","pidURL":"https://doi.org/10.48349/ASU/OYZWEK/JDXUQI","filename":"BaselineAntTrajectories.tab","contentType":"text/tab-separated-values","friendlyType":"Tab-Delimited","filesize":13985804,"description":"Ants' trajectories in the video of pre-dropping alarmed seed ants.","storageIdentifier":"s3://dataverse-prod-user-files:1760d7fa9c9-aa52960e8149","originalFileFormat":"text/csv","originalFormatLabel":"Comma Separated Values","originalFileSize":14313455,"originalFileName":"BaselineAntTrajectories.csv","UNF":"UNF:6:enoEDa2Zla6DH0ZKfM41DA==","rootDataFileId":-1,"md5":"1d9872a4f90c822ca69b12f400e2678f","checksum":{"type":"MD5","value":"1d9872a4f90c822ca69b12f400e2678f"},"tabularData":true,"creationDate":"2020-11-28","publicationDate":"2020-12-16","fileAccessRequest":false}},{"description":"Animations for the estimates of ants' alarm strength from the ML model, and the propagation network. (Left) A distribution of alarmed and unalarmed ants over time (blue bars: the number of unalarmed ants in each bin (Alarm strength < 0.749); pink bars: the number of alarmed ants in each bin (Alarm strength >= 0.749)); (Middle) An animation by overlapping the visualized alarm strength per ant color labeled by estimates from the model with the live feed (the red color spectrum); (Right) An animation of temporal alarm signal propagation networks and nodes color labeled over time (black nodes: alarmed ants; white nodes: unalarmed ants).","label":"Movie-S.mp4","restricted":false,"version":1,"datasetVersionId":24,"dataFile":{"id":695,"persistentId":"doi:10.48349/ASU/OYZWEK/JYUFZH","pidURL":"https://doi.org/10.48349/ASU/OYZWEK/JYUFZH","filename":"Movie-S.mp4","contentType":"video/mp4","friendlyType":"MPEG-4 Video","filesize":63900485,"description":"Animations for the estimates of ants' alarm strength from the ML model, and the propagation network. (Left) A distribution of alarmed and unalarmed ants over time (blue bars: the number of unalarmed ants in each bin (Alarm strength < 0.749); pink bars: the number of alarmed ants in each bin (Alarm strength >= 0.749)); (Middle) An animation by overlapping the visualized alarm strength per ant color labeled by estimates from the model with the live feed (the red color spectrum); (Right) An animation of temporal alarm signal propagation networks and nodes color labeled over time (black nodes: alarmed ants; white nodes: unalarmed ants).","storageIdentifier":"s3://dataverse-prod-user-files:1760d81df34-7f2a2d126ea5","rootDataFileId":-1,"md5":"a6d05e07ae1f292b67584f600901e7b2","checksum":{"type":"MD5","value":"a6d05e07ae1f292b67584f600901e7b2"},"tabularData":false,"creationDate":"2020-11-28","publicationDate":"2020-12-16","fileAccessRequest":false}},{"description":"Training dataset for Randomforest machine learning regression model.","label":"TrainingData.tab","restricted":false,"version":3,"datasetVersionId":24,"dataFile":{"id":697,"persistentId":"doi:10.48349/ASU/OYZWEK/GVWQCN","pidURL":"https://doi.org/10.48349/ASU/OYZWEK/GVWQCN","filename":"TrainingData.tab","contentType":"text/tab-separated-values","friendlyType":"Tab-Delimited","filesize":3733424,"description":"Training dataset for Randomforest machine learning regression model.","storageIdentifier":"s3://dataverse-prod-user-files:1760d910226-fa4026e6a695","originalFileFormat":"text/csv","originalFormatLabel":"Comma Separated Values","originalFileSize":3797797,"originalFileName":"TrainingData.csv","UNF":"UNF:6:Swx+5/1iaRALmSwzFtUNNQ==","rootDataFileId":-1,"md5":"29eb46ee62f68a63c79fd7fa41ac40d5","checksum":{"type":"MD5","value":"29eb46ee62f68a63c79fd7fa41ac40d5"},"tabularData":true,"creationDate":"2020-11-28","publicationDate":"2020-12-16","fileAccessRequest":false}}],"citation":"Xiaohui Guo, 2020, \"Replication Data for: Alarm Propagation in Social Insects\", https://doi.org/10.48349/ASU/OYZWEK, ASU Library Research Data Repository, V1, UNF:6:4hfqJk/udkEhwzCyamQIJg== [fileUNF]"}}