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Previous studies investigated the mechanism of human mobility by constructing spatial mobility motifs based on mobile phone datasets, but ignored their temporal characteristics. To compensate for this, this study extracted temporal stay patterns based on spatial mobility motifs. Using mobile phone location data from Shenzhen, China, we identified stop location sequences for users and constructed home\u2010based mobility motifs according to predefined rules, and observed that approximately 97% of users can be characterized by the 10 identified home\u2010based mobility motifs. We designed a method to quantify the similarity of temporal stay characteristics, and the primary temporal stay patterns were extracted by classifying users with similar stay rhythms. Our results enrich the knowledge of human travel behavior from both spatial and temporal perspectives.<\/jats:p>","DOI":"10.1111\/tgis.12750","type":"journal-article","created":{"date-parts":[[2021,5,7]],"date-time":"2021-05-07T01:26:04Z","timestamp":1620350764000},"page":"1927-1948","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":11,"title":["Revealing temporal stay patterns in human mobility using large\u2010scale mobile phone location data"],"prefix":"10.1111","volume":"25","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2507-4757","authenticated-orcid":false,"given":"Xiping","family":"Yang","sequence":"first","affiliation":[{"name":"School of Geography and Tourism Shaanxi Key Laboratory of Tourism Informatics Shaanxi Normal University Xi'an China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1651-878X","authenticated-orcid":false,"given":"Zhixiang","family":"Fang","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing Wuhan University Wuhan China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3898-022X","authenticated-orcid":false,"given":"Yang","family":"Xu","sequence":"additional","affiliation":[{"name":"Department of Land Surveying and Geo\u2010Informatics The Hong Kong Polytechnic University Kowloon Hong Kong"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ling","family":"Yin","sequence":"additional","affiliation":[{"name":"Shenzhen Institutes of Advanced Technology Chinese Academy of Sciences Shenzhen China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Junyi","family":"Li","sequence":"additional","affiliation":[{"name":"School of Geography and Tourism Shaanxi Key Laboratory of Tourism Informatics Shaanxi Normal University Xi'an China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhiyuan","family":"Zhao","sequence":"additional","affiliation":[{"name":"National &amp; 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