{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T04:49:24Z","timestamp":1743137364482,"version":"3.40.3"},"publisher-location":"Cham","reference-count":11,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030190620"},{"type":"electronic","value":"9783030190637"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-19063-7_88","type":"book-chapter","created":{"date-parts":[[2019,5,22]],"date-time":"2019-05-22T18:20:03Z","timestamp":1558549203000},"page":"1112-1119","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Deep Learning Drone Flying Height Prediction for Efficient Fine Dust Concentration Measurement"],"prefix":"10.1007","author":[{"given":"Ji Hyun","family":"Yoon","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yunjie","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Moon Suk","family":"Lee","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Minho","family":"Jo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,5,23]]},"reference":[{"issue":"5","key":"88_CR1","doi-asserted-by":"publisher","first-page":"650","DOI":"10.3390\/atmos6050650","volume":"6","author":"Jungang Chen","year":"2015","unstructured":"Chen, J., Yu, X., Sun, F., Lun, X., Fu, Y., Jia, G., Zhang, Z., Liu, X., Mo, L., Bi, H.: The concentrations and reduction of airborne particulate matter (PM10, PM2.5, PM1) at shelterbelt site in Beijing. In: Atmosphere, vol. 6, pp. 650\u2013676 (2015). \n                    https:\/\/doi.org\/10.3390\/atmos6050650","journal-title":"Atmosphere"},{"key":"88_CR2","unstructured":"Kim, H.T., Ho, S.: Breathing on the Ground, Half of the Fine Dust Stations are over 10 Meters. KBS News. \n                    http:\/\/mn.kbs.co.kr\/news\/view.do?ncd=3054574\n                    \n                  . Accessed 15 Aug 2018"},{"key":"88_CR3","unstructured":"Airkorea. Station Information. \n                    https:\/\/www.airkorea.or.kr\/stationInfo\n                    \n                  . Accessed 15 Aug 2018"},{"key":"88_CR4","unstructured":"Kim, H.I.: 20\u00a0m is High\u2019 Points Out. Measurement of Fine Dust at 19.9\u00a0m and 19.5\u00a0m. Chosun News (2018). \n                    http:\/\/news.chosun.com\/site\/data\/html_dir\/2018\/03\/28\/2018032800241.html\n                    \n                  . Accessed 18 Aug 2018"},{"key":"88_CR5","unstructured":"Baxter, R.A., Bush, H.: Use of small unmanned aerial vehicles for air quality and meteorological measurements. In: National Ambient Air Monitoring Conference 2014, Atlanta, GA, USA (2014)"},{"issue":"12","key":"88_CR6","doi-asserted-by":"publisher","first-page":"1","DOI":"10.3390\/s16122202","volume":"16","author":"TF Villa","year":"2016","unstructured":"Villa, T.F., Salimi, F., Morton, K.M., Morawska, L., Gonzalez, F.: Development and validation of a UAV based system for air pollution measurements. Sensors 16(12), 1\u201322 (2016). \n                    https:\/\/doi.org\/10.3390\/s16122202","journal-title":"Sensors"},{"key":"88_CR7","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/2017\/8204353","volume":"2017","author":"O Alvear","year":"2017","unstructured":"Alvear, O., Zema, N.R., Natalizio, E., Calafate, C.T.: Using UAV-based systems to monitor air pollution in areas with poor accessibility. J. Adv. Transp. 2017, 1\u201314 (2017). \n                    https:\/\/doi.org\/10.1155\/2017\/8204353\n                    \n                  . Article ID 8204353","journal-title":"J. Adv. Transp."},{"key":"88_CR8","doi-asserted-by":"publisher","unstructured":"Hwangbo, J., Sa, I., Siegwart, R., Hutter, M.: Control of a quadrotor with reinforcement learning. In: IEEE Robotics and Automation Letters, Pre-print Version (2017). \n                    https:\/\/doi.org\/10.1109\/cca.2010.5611206","DOI":"10.1109\/cca.2010.5611206"},{"key":"88_CR9","doi-asserted-by":"publisher","unstructured":"Pham, H.X., La, H.M., Feil-Seifer, D., Nguyen, L.V.: Autonomous UAV navigation using reinforcement learning. In: Pre-Print Version. \n                    https:\/\/arxiv.org\/abs\/1801.05086\n                    \n                   (2018). \n                    https:\/\/doi.org\/10.1109\/icarcv.2016.7838739","DOI":"10.1109\/icarcv.2016.7838739"},{"key":"88_CR10","unstructured":"Airkorea. Confirmed data by sensing station. \n                    https:\/\/www.airkorea.or.kr\/pastSearch\n                    \n                  . Accessed 13 Aug 2018"},{"key":"88_CR11","unstructured":"The Meteorological Administration. Surface weather observation, \n                    http:\/\/sts.kma.go.kr\/jsp\/home\/contents\/statistics\/newStatisticsSearch.do?menu=SFC\n                    \n                  . Accessed 08 Aug 2018"}],"container-title":["Advances in Intelligent Systems and Computing","Proceedings of the 13th International Conference on Ubiquitous Information Management and Communication (IMCOM) 2019"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-19063-7_88","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,5]],"date-time":"2019-08-05T01:13:34Z","timestamp":1564967614000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-19063-7_88"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030190620","9783030190637"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-19063-7_88","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"23 May 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IMCOM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Ubiquitous Information Management and Communication","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Phuket","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Thailand","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4 January 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6 January 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"imcom2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/imcom.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}