{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T18:46:14Z","timestamp":1777488374965,"version":"3.51.4"},"reference-count":52,"publisher":"Informa UK Limited","issue":"15","content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Applied Artificial Intelligence"],"published-print":{"date-parts":[[2021,12,15]]},"DOI":"10.1080\/08839514.2021.1993633","type":"journal-article","created":{"date-parts":[[2021,10,23]],"date-time":"2021-10-23T01:20:46Z","timestamp":1634952046000},"page":"1803-1828","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":37,"title":["Time Series Analysis of Land Surface Temperature and Drivers of Urban Heat Island Effect Based on Remotely Sensed Data to Develop a Prediction Model"],"prefix":"10.1080","volume":"35","author":[{"given":"Umer","family":"Khalil","sequence":"first","affiliation":[{"name":"Department of Civil Engineering, Comsats University Islamabad, Wah Campus, Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7308-5285","authenticated-orcid":false,"given":"Bilal","family":"Aslam","sequence":"additional","affiliation":[{"name":"Department of Data Science, Riphah International University, Islamabad Campus, Islamabad, Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Umar","family":"Azam","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Comsats University Islamabad, Wah Campus, Wah Cantt, Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hafiz Muhammad Daniyal","family":"Khalid","sequence":"additional","affiliation":[{"name":"Department of Management Science, National University of Modern Languages Islamabad, Islamabad campus, Islamabad, Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"301","published-online":{"date-parts":[[2021,10,22]]},"reference":[{"key":"cit0001","doi-asserted-by":"publisher","DOI":"10.3390\/rs5115969"},{"key":"cit0002","unstructured":"Akbari, H. 1995. \u201cCooling our communities: An overview of heat island project activities.\u201d Annual Report, Heat Island Group. Lawrence Berkeley National Laboratory. Berkeley."},{"key":"cit0003","volume-title":"1st Int. Student Res. Conf"},{"issue":"8","key":"cit0004","first-page":"4771","volume":"52","year":"2013","journal-title":"IEEE Transactions on Geoscience and Remote Sensing"},{"key":"cit0005","doi-asserted-by":"publisher","DOI":"10.1007\/s10980-009-9402-4"},{"key":"cit0006","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2005.11.016"},{"key":"cit0007","doi-asserted-by":"publisher","DOI":"10.1007\/s00704-008-0019-3"},{"key":"cit0008","doi-asserted-by":"publisher","DOI":"10.3390\/rs9070672"},{"key":"cit0009","doi-asserted-by":"publisher","DOI":"10.3390\/rs11020182"},{"key":"cit0010","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-46466-9_18"},{"key":"cit0011","doi-asserted-by":"publisher","DOI":"10.1080\/01431169608949128"},{"key":"cit0012","doi-asserted-by":"publisher","DOI":"10.1126\/science.1150195"},{"key":"cit0013","doi-asserted-by":"publisher","DOI":"10.1080\/10106049.2020.1815867"},{"issue":"1","key":"cit0014","first-page":"265","volume":"107","year":"2012","journal-title":"Theoretical and Applied Climatology"},{"key":"cit0015","doi-asserted-by":"publisher","DOI":"10.1016\/0034-4257(94)90018-3"},{"key":"cit0016","first-page":"1200","volume-title":"University of arizona","year":"1999"},{"key":"cit0017","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2013.10.014"},{"key":"cit0018","doi-asserted-by":"publisher","DOI":"10.1007\/s12517-020-5214-2"},{"key":"cit0019","volume-title":"Effect of vegetation and urbanization over land surface temperature: Case study of Jaipur City","author":"Khandelwal S.","year":"2010"},{"key":"cit0020","unstructured":"Krizhevsky, A., Sutskever, I., and Hinton, G. E. (2012). Imagenet classification with deep convolutional neural networks. Advances in neural information processing systems."},{"key":"cit0021","volume-title":"The urban climate","author":"Landsberg H. E.","year":"1981"},{"key":"cit0022","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1989.1.4.541"},{"key":"cit0023","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2019.134307"},{"key":"cit0024","doi-asserted-by":"publisher","DOI":"10.1016\/j.uclim.2017.02.004"},{"key":"cit0025","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0733-9488(2008)134:3(129)"},{"key":"cit0026","unstructured":"Liu, Z., and M. Notaro. 2005. \u201cAssessing global vegetation-climate feedbacks from observations.\u201d AGUFM 2005: B43B-0261."},{"key":"cit0027","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2016.07.004"},{"key":"cit0028","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2017.10.062"},{"key":"cit0029","doi-asserted-by":"publisher","DOI":"10.1016\/j.solener.2019.04.001"},{"key":"cit0030","doi-asserted-by":"publisher","DOI":"10.1016\/j.buildenv.2017.06.033"},{"key":"cit0031","doi-asserted-by":"publisher","DOI":"10.1080\/014311698215171"},{"key":"cit0032","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2005.09.022"},{"key":"cit0033","unstructured":"Ranjan, A. K., Anand, A., Kumar, P. B. S., Verma, S. K., and Murmu, L. 2018. Prediction of land surface temperature within Sun City Jodhpur (Rajasthan) in India using integration of artificial neural network and geoinformatics technology. Asian Journal of Geoinformatics 17(3); 14\u201323."},{"key":"cit0034","doi-asserted-by":"publisher","DOI":"10.3390\/rs3061251"},{"key":"cit0035","doi-asserted-by":"publisher","DOI":"10.1016\/j.atmosenv.2005.11.037"},{"key":"cit0036","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecolind.2020.107230"},{"key":"cit0037","doi-asserted-by":"publisher","DOI":"10.1186\/s13717-016-0050-8"},{"key":"cit0038","doi-asserted-by":"publisher","DOI":"10.1016\/S0378-7788(96)00999-1"},{"key":"cit0039","doi-asserted-by":"publisher","DOI":"10.1080\/01431160701408360"},{"key":"cit0040","doi-asserted-by":"publisher","DOI":"10.1016\/S0034-4257(97)00104-1"},{"key":"cit0041","doi-asserted-by":"publisher","DOI":"10.1016\/j.jag.2005.05.003"},{"key":"cit0042","doi-asserted-by":"publisher","DOI":"10.3390\/rs71215804"},{"key":"cit0043","doi-asserted-by":"publisher","DOI":"10.3390\/su11195492"},{"key":"cit0044","doi-asserted-by":"publisher","DOI":"10.1016\/S0034-4257(03)00079-8"},{"key":"cit0045","doi-asserted-by":"publisher","DOI":"10.1080\/713860788"},{"key":"cit0046","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2003.11.005"},{"key":"cit0047","doi-asserted-by":"publisher","DOI":"10.14358\/PERS.72.11.1275"},{"key":"cit0048","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2004.08.003"},{"key":"cit0049","first-page":"41","author":"Yang S.","year":"1989","journal-title":"Journal of South China Normal University"},{"key":"cit0050","first-page":"2020","volume-title":"Mathematical Problems in Engineering","year":"2020"},{"key":"cit0051","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2006.09.003"},{"key":"cit0052","volume-title":"International geoscience and remote sensing symposium, vol. 3, 1666\u20131668. \u00a0Seoul, Korea","author":"Zhao H.","year":"2005"}],"container-title":["Applied Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/08839514.2021.1993633","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,10]],"date-time":"2022-04-10T13:58:57Z","timestamp":1649599137000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/08839514.2021.1993633"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,10,22]]},"references-count":52,"journal-issue":{"issue":"15","published-print":{"date-parts":[[2021,12,15]]}},"alternative-id":["10.1080\/08839514.2021.1993633"],"URL":"https:\/\/doi.org\/10.1080\/08839514.2021.1993633","relation":{},"ISSN":["0883-9514","1087-6545"],"issn-type":[{"value":"0883-9514","type":"print"},{"value":"1087-6545","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,10,22]]},"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=uaai20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=uaai20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2021-02-17","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-10-09","order":1,"name":"revised","label":"Revised","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-10-11","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-10-22","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}