Comparative analysis of empirical and deep learning models for ionospheric sporadic E layer predictionOA
Sporadic E(Es)layers in the ionosphere are characterized by intense plasma irregularities in the E region at altitudes of 90-130 km.Because they can significantly influence radio communications and navigation systems,accurate…查看全部>>
BingKun Yu;PengHao Tian;XiangHui Xue;Christopher JScott;HaiLun Ye;JianFei Wu;Wen Yi;TingDi Chen;XianKang Dou
Institute of Deep Space Sciences,Deep Space Exploration Laboratory,Hefei 230088,ChinaCAS Key Laboratory of Geospace Environment,School of Earth and Space Sciences,University of Science and Technology of China,Hefei 230026,ChinaCAS Key Laboratory of Geospace Environment,School of Earth and Space Sciences,University of Science and Technology of China,Hefei 230026,China Hefei National Laboratory,University of Science and Technology of China,Hefei 230088,ChinaDepartment of Meteorology,University of Reading,Reading RG66BB,UKCAS Key Laboratory of Geospace Environment,School of Earth and Space Sciences,University of Science and Technology of China,Hefei 230026,ChinaCAS Key Laboratory of Geospace Environment,School of Earth and Space Sciences,University of Science and Technology of China,Hefei 230026,China Hefei National Laboratory,University of Science and Technology of China,Hefei 230088,ChinaCAS Key Laboratory of Geospace Environment,School of Earth and Space Sciences,University of Science and Technology of China,Hefei 230026,ChinaCAS Key Laboratory of Geospace Environment,School of Earth and Space Sciences,University of Science and Technology of China,Hefei 230026,China Hefei National Laboratory,University of Science and Technology of China,Hefei 230088,ChinaHefei National Laboratory,University of Science and Technology of China,Hefei 230088,China
地球科学
ionospheric sporadic E layerradio occultationionosondesnumerical modeldeep learning modelartificial intelligence
《Earth and Planetary Physics》 2025 (1)
P.10-19,10
supported by the Project of Stable Support for Youth Team in Basic Research Field,CAS(grant No.YSBR-018)the National Natural Science Foundation of China(grant Nos.42188101,42130204)the B-type Strategic Priority Program of CAS(grant no.XDB41000000)the National Natural Science Foundation of China(NSFC)Distinguished Overseas Young Talents Program,Innovation Program for Quantum Science and Technology(2021ZD0300301)the Open Research Project of Large Research Infrastructures of CAS-“Study on the interaction between low/mid-latitude atmosphere and ionosphere based on the Chinese Meridian Project”.The project was supported also by the National Key Laboratory of Deep Space Exploration(Grant No.NKLDSE2023A002)the Open Fund of Anhui Provincial Key Laboratory of Intelligent Underground Detection(Grant No.APKLIUD23KF01)the China National Space Administration(CNSA)pre-research Project on Civil Aerospace Technologies No.D010305,D010301.
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