{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T21:02:12Z","timestamp":1775682132680,"version":"3.50.1"},"reference-count":65,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Science, Research and Innovation Fund","award":["203234"],"award-info":[{"award-number":["203234"]}]},{"name":"Program Management Unit for Human Resources and Institutional Development, Research and Innovation","award":["B41G690022"],"award-info":[{"award-number":["B41G690022"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Aerosp. Electron. Syst."],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/taes.2026.3662676","type":"journal-article","created":{"date-parts":[[2026,2,9]],"date-time":"2026-02-09T21:10:03Z","timestamp":1770671403000},"page":"6087-6107","source":"Crossref","is-referenced-by-count":0,"title":["Improving One-Day-Ahead Forecasting of Low-Latitude Amplitude Scintillation Using an Upsampling-Enhanced LSTM"],"prefix":"10.1109","volume":"62","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8926-9254","authenticated-orcid":false,"given":"Patinya","family":"Muangkammuen","sequence":"first","affiliation":[{"name":"Department of Electrical Engineering, Faculty of Engineering, Khon Kaen University, Khon Kaen, Thailand"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7554-3021","authenticated-orcid":false,"given":"Puripong","family":"Suthisopapan","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, Faculty of Engineering, Khon Kaen University, Khon Kaen, Thailand"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4387-8000","authenticated-orcid":false,"given":"Napat","family":"Tongkasem","sequence":"additional","affiliation":[{"name":"School of Engineering, King Mongkut’s Institute of Technology Ladkrabang, Bangkok, Thailand"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7793-7868","authenticated-orcid":false,"given":"Pornchai","family":"Supnithi","sequence":"additional","affiliation":[{"name":"School of Engineering, King Mongkut’s Institute of Technology Ladkrabang, Bangkok, Thailand"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anan","family":"Kruesubthaworn","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, Faculty of Engineering, Khon Kaen University, Khon Kaen, Thailand"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8321-6074","authenticated-orcid":false,"given":"Jeff","family":"Klenzing","sequence":"additional","affiliation":[{"name":"University of Maryland, Baltimore, MD, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6568-4675","authenticated-orcid":false,"given":"Apirat","family":"Siritaratiwat","sequence":"additional","affiliation":[{"name":"Department of IoT and Information Engineering, School of Engineering, King Mongkut’s Institute of Technology, Ladkrabang, Bangkok, Thailand"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2016.2644723"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2014.120214"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2021.3108117"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2018.2805232"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2018.2798480"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2020.2979025"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1002\/2016RS006165"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2021.3115668"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1002\/2015RS005719"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2017.2650758"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2018.2850385"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s10712-015-9319-1"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1186\/s40623-020-01294-z"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s10291-015-0492-y"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ITC-CSCC52171.2021.9501412"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/PROC.1982.12314"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1051\/swsc\/2022016"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3276628"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1029\/2009SW000532"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s10509-017-3144-6"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3390\/rs13112092"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2022.3188741"},{"key":"ref23","volume-title":"Hands-On Machine Learning With Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems. E-Book","author":"Geron","year":"2017"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2024.3373457"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3336934"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2023.3243879"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3390\/rs12091354"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s10509-020-03907-1"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.3390\/rs14102433"},{"issue":"2","key":"ref30","first-page":"1","article-title":"An investigation of optimal machine learning methods for the prediction of ROTI","volume":"3","author":"Xu","year":"2020","journal-title":"J. Geodesy Geoinf. Sci."},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3346449"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s10291-024-01652-4"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1002\/2015SW001182"},{"issue":"4","key":"ref34","first-page":"22","article-title":"GNSS and ionospheric scintillation","volume":"4","author":"Kintner","year":"2009","journal-title":"Inside GNSS"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1002\/9781119259411"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2021.3091700"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1029\/2021SW002884"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/BigData50022.2020.9378230"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-2312(01)00702-0"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1029\/2024SW003928"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.3390\/rs14040860"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3390\/rs16030531"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1029\/RS009i005p00519"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.asr.2015.05.029"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.asr.2021.01.033"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.asr.2023.12.001"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-023-02034-0"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1029\/1999RS900105"},{"key":"ref49","article-title":"Recommendation p.531-14: Ionospheric Propagation Data and Prediction Methods Required for the Design of Satellite Services and Systems","year":"2019"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/s10291-016-0598-x"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1117\/12.2675916"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2020.3009604"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2016.2582924"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-89929-5_5"},{"key":"ref55","article-title":"Recurrent batch normalization","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Cooijmans","year":"2017"},{"key":"ref56","article-title":"Spatio-temporal stacked LSTM for temperature prediction in weather forecasting","author":"Karevan","year":"2018"},{"key":"ref57","volume-title":"Hands-On Deep Learning Algorithms With Python: Master Deep Learning Algorithms With Extensive Math by Implementing Them Using TensorFlow","author":"Ravichandiran","year":"2019"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.23967\/eccomas.2022.155"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2024.3506017"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2021.03.012"},{"key":"ref61","first-page":"145","article-title":"Hands-on machine learning with Scikit-learn & TensorFlow","volume":"134","author":"Aurlien","year":"2017","journal-title":"Geron Aurelien"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1029\/2011RS004846"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1002\/2013RS005259"},{"key":"ref64","article-title":"Canadian Space Weather Forecast CenterSolar Flux Data","year":"2025"},{"key":"ref65","article-title":"GFZ German Research Centre for GeosciencesGeomagnetic KP Index","year":"2025"}],"container-title":["IEEE Transactions on Aerospace and Electronic Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/7\/11316225\/11386865.pdf?arnumber=11386865","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T20:08:00Z","timestamp":1775678880000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11386865\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":65,"URL":"https:\/\/doi.org\/10.1109\/taes.2026.3662676","relation":{},"ISSN":["0018-9251","1557-9603","2371-9877"],"issn-type":[{"value":"0018-9251","type":"print"},{"value":"1557-9603","type":"electronic"},{"value":"2371-9877","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}