{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T13:57:53Z","timestamp":1780581473004,"version":"3.54.1"},"reference-count":50,"publisher":"Informa UK Limited","issue":"1","license":[{"start":{"date-parts":[[2022,2,4]],"date-time":"2022-02-04T00:00:00Z","timestamp":1643932800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key R&D Program of China","doi-asserted-by":"crossref","award":["2017YFB0503605"],"award-info":[{"award-number":["2017YFB0503605"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["International Journal of Digital Earth"],"published-print":{"date-parts":[[2022,12,31]]},"DOI":"10.1080\/17538947.2022.2028912","type":"journal-article","created":{"date-parts":[[2022,2,4]],"date-time":"2022-02-04T12:15:25Z","timestamp":1643976925000},"page":"323-344","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":22,"title":["An attention-based deep learning model for citywide traffic flow forecasting"],"prefix":"10.1080","volume":"15","author":[{"given":"Tao","family":"Zhou","sequence":"first","affiliation":[{"name":"Department of Surveying and Geoinformatics, Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University (SWJTU), Chengdu, People\u2019s Republic of China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bo","family":"Huang","sequence":"additional","affiliation":[{"name":"Department of Surveying and Geoinformatics, Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University (SWJTU), Chengdu, People\u2019s Republic of China"},{"name":"Department of Geography and Resource Management, The Chinese University of Hong Kong, Hong Kong, People\u2019s Republic of China"},{"name":"Institute of Space and Earth Information Science, The Chinese University of Hong Kong, Hong Kong, People\u2019s Republic of China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rongrong","family":"Li","sequence":"additional","affiliation":[{"name":"Institute of Space and Earth Information Science, The Chinese University of Hong Kong, Hong Kong, People\u2019s Republic of China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaoqian","family":"Liu","sequence":"additional","affiliation":[{"name":"Department of Surveying and Geoinformatics, Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University (SWJTU), Chengdu, People\u2019s Republic of China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhihui","family":"Huang","sequence":"additional","affiliation":[{"name":"Department of Surveying and Geoinformatics, Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University (SWJTU), Chengdu, People\u2019s Republic of China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"301","published-online":{"date-parts":[[2022,2,4]]},"reference":[{"key":"CIT0001","doi-asserted-by":"publisher","DOI":"10.1145\/3022670.2976746"},{"key":"CIT0002","doi-asserted-by":"publisher","DOI":"10.1109\/tits.2014.2337238"},{"key":"CIT0003","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2013.09.010"},{"key":"CIT0004","volume-title":"Beijing Statistical Yearbook of Transportation","author":"Beijing Statistical Bureau","year":"2013"},{"key":"CIT0005","volume-title":"Beijing Statistical Yearbook","author":"Beijing Statistical Bureau","year":"2019"},{"key":"CIT0006","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-00296-0_5"},{"key":"CIT0007","first-page":"18","volume-title":"Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics","author":"Bengio Y.","year":"2011"},{"key":"CIT0008","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-021-02587-w"},{"key":"CIT0009","doi-asserted-by":"publisher","DOI":"10.1109\/IVS.2011.5940418"},{"key":"CIT0010","unstructured":"Chollet, F. 2018. \u201cIntroduction to Keras.\u201d March 9th."},{"key":"CIT0011","doi-asserted-by":"publisher","DOI":"10.1038\/ncomms10793"},{"key":"CIT0012","first-page":"324","volume-title":"2016 31st Youth Academic Annual Conference of Chinese Association of Automation (YAC)","author":"Fu R.","year":"2017"},{"key":"CIT0013","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46493-0_38"},{"key":"CIT0014","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"CIT0015","doi-asserted-by":"publisher","DOI":"10.1109\/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00138"},{"key":"CIT0016","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-37134-9_12"},{"key":"CIT0017","volume-title":"In 3rd International Conference on Learning Representations, ICLR 2015 - Conference Track Proceedings, 13. Ithaca, NY","author":"Kingma D. P.","year":"2015"},{"key":"CIT0018","unstructured":"Konyakhin, V., N. Lukashina, and A. Shpilman. 2021. \u201cSolving Traffic4Cast Competition with U-Net and Temporal Domain Adaptation.\u201d arXiv preprint arXiv:2111.03421."},{"key":"CIT0019","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"CIT0020","doi-asserted-by":"publisher","DOI":"10.1016\/j.trb.2006.07.002"},{"key":"CIT0021","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2016.11.008"},{"key":"CIT0022","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2015.03.014"},{"issue":"1","key":"CIT0023","first-page":"3","volume":"30","author":"Maas A. L.","year":"2013","journal-title":"ICML Workshop on Deep Learning for Audio, Speech and Language Processing"},{"key":"CIT0024","doi-asserted-by":"publisher","DOI":"10.1016\/j.conbuildmat.2020.120239"},{"key":"CIT0025","doi-asserted-by":"publisher","DOI":"10.1016\/j.conbuildmat.2021.123589"},{"key":"CIT0026","doi-asserted-by":"publisher","DOI":"10.1061\/JTEPBS.0000290"},{"key":"CIT0027","doi-asserted-by":"publisher","DOI":"10.1016\/j.sbspro.2013.11.170"},{"key":"CIT0028","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-49430-8_3"},{"key":"CIT0029","doi-asserted-by":"publisher","DOI":"10.1080\/13658816.2019.1652303"},{"key":"CIT0030","doi-asserted-by":"publisher","DOI":"10.1177\/0361198105193500106"},{"key":"CIT0031","first-page":"802","volume":"28","author":"Shi X.","year":"2015","journal-title":"In Advances in Neural Information Processing Systems"},{"key":"CIT0032","unstructured":"Simonyan, K., and A. Zisserman. 2015. \u201cVery Deep Convolutional Networks for Large-Scale Image Recognition.\u201d arXiv preprint arXiv:1409.1556."},{"key":"CIT0033","doi-asserted-by":"publisher","DOI":"10.1016\/S0968-090X(02)00009-8"},{"key":"CIT0034","doi-asserted-by":"publisher","DOI":"10.1126\/science.1177170"},{"key":"CIT0035","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2016.2643005"},{"key":"CIT0036","doi-asserted-by":"publisher","DOI":"10.1038\/169107a0"},{"key":"CIT0037","doi-asserted-by":"publisher","DOI":"10.1016\/j.atmosenv.2010.01.002"},{"key":"CIT0038","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0733-947X(2003)129:6(664)"},{"key":"CIT0039","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01234-2_1"},{"key":"CIT0040","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8667.2007.00489.x"},{"key":"CIT0041","doi-asserted-by":"publisher","DOI":"10.1177\/0361198120919399"},{"key":"CIT0042","doi-asserted-by":"publisher","DOI":"10.17265\/2159-5313\/2016.09.003"},{"key":"CIT0043","unstructured":"Zagoruyko, S., and N. Komodakis. 2017. \u201cPaying more Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer.\u201d arXiv preprint arXiv:1612.03928."},{"key":"CIT0044","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2013.04.001"},{"key":"CIT0045","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2016.2621104"},{"key":"CIT0046","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098138"},{"key":"CIT0047","first-page":"1","volume-title":"GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems","author":"Zhang J.","year":"2016"},{"key":"CIT0048","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2018.03.002"},{"key":"CIT0049","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2019.2932785"},{"key":"CIT0050","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2903319"}],"container-title":["International Journal of Digital Earth"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/17538947.2022.2028912","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,3,9]],"date-time":"2023-03-09T07:56:10Z","timestamp":1678348570000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/17538947.2022.2028912"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,2,4]]},"references-count":50,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2022,12,31]]}},"alternative-id":["10.1080\/17538947.2022.2028912"],"URL":"https:\/\/doi.org\/10.1080\/17538947.2022.2028912","relation":{},"ISSN":["1753-8947","1753-8955"],"issn-type":[{"value":"1753-8947","type":"print"},{"value":"1753-8955","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,2,4]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tjde20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tjde20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2021-08-16","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-01-08","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-02-04","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}