{"title":"利用有理克雷洛夫子空间法模拟任意源波形和 e、db/dt、b 响应的三维瞬态电磁前向建模","authors":"Jingyu Gao;Jiankai Li;Ling Huang;Ji Cai;Maxim Smirnov;Thorkild Maack Rasmussen;Xiaojun Liu;Guangyou Fang","doi":"10.1109/TGRS.2024.3502416","DOIUrl":null,"url":null,"abstract":"The rational Krylov subspace methods can improve the computational speed compared to conventional time-stepping approaches for calculating 3-D transient electromagnetic (TEM) method forward modeling. However, the rational Krylov subspace method simulates only the step-off response. Because primary source waveforms have nonnegligible effects on the induced responses, it is crucial to model the response induced by any given source waveform. The electric field (e) and the time derivative of the magnetic induction (\n<inline-formula> <tex-math>$\\mathrm {d} {\\mathbf { b}} / \\mathrm {d}t$ </tex-math></inline-formula>\n) are commonly measured TEM responses. Case studies also show the magnetic induction (\n<inline-formula> <tex-math>$\\bf b$ </tex-math></inline-formula>\n) response measured by magnetometers has a good resolution for exploring conductive mineral deposits. Therefore, modern TEM forward modeling algorithms should be able to simulate different types of responses. We present a new algorithm for TEM modeling using the rational Krylov subspace method. The following improvements are implemented in our approach: 1) the algorithm can efficiently compute the e and \n<inline-formula> <tex-math>$\\mathrm {d} {\\mathbf { b}} / \\mathrm {d}t$ </tex-math></inline-formula>\n responses, and especially the \n<inline-formula> <tex-math>$\\bf b$ </tex-math></inline-formula>\n response, which was less considered in other 3-D TEM studies; 2) a convolution approach is employed that allows the Krylov subspace method to simulate the source waveform effects on all three types of responses; and 3) we present the approach for computing the initial condition of b in cases of using galvanic sources. This work extends the flexibility of existing 3-D TEM modeling algorithms. Numerical examples demonstrate that the new algorithm is accurate and computationally efficient.","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"62 ","pages":"1-14"},"PeriodicalIF":7.5000,"publicationDate":"2024-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Three-Dimensional Transient Electromagnetic Forward Modeling for Simulating Arbitrary Source Waveform and e, db/dt, b Responses Using Rational Krylov Subspace Method\",\"authors\":\"Jingyu Gao;Jiankai Li;Ling Huang;Ji Cai;Maxim Smirnov;Thorkild Maack Rasmussen;Xiaojun Liu;Guangyou Fang\",\"doi\":\"10.1109/TGRS.2024.3502416\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The rational Krylov subspace methods can improve the computational speed compared to conventional time-stepping approaches for calculating 3-D transient electromagnetic (TEM) method forward modeling. However, the rational Krylov subspace method simulates only the step-off response. Because primary source waveforms have nonnegligible effects on the induced responses, it is crucial to model the response induced by any given source waveform. The electric field (e) and the time derivative of the magnetic induction (\\n<inline-formula> <tex-math>$\\\\mathrm {d} {\\\\mathbf { b}} / \\\\mathrm {d}t$ </tex-math></inline-formula>\\n) are commonly measured TEM responses. Case studies also show the magnetic induction (\\n<inline-formula> <tex-math>$\\\\bf b$ </tex-math></inline-formula>\\n) response measured by magnetometers has a good resolution for exploring conductive mineral deposits. Therefore, modern TEM forward modeling algorithms should be able to simulate different types of responses. We present a new algorithm for TEM modeling using the rational Krylov subspace method. The following improvements are implemented in our approach: 1) the algorithm can efficiently compute the e and \\n<inline-formula> <tex-math>$\\\\mathrm {d} {\\\\mathbf { b}} / \\\\mathrm {d}t$ </tex-math></inline-formula>\\n responses, and especially the \\n<inline-formula> <tex-math>$\\\\bf b$ </tex-math></inline-formula>\\n response, which was less considered in other 3-D TEM studies; 2) a convolution approach is employed that allows the Krylov subspace method to simulate the source waveform effects on all three types of responses; and 3) we present the approach for computing the initial condition of b in cases of using galvanic sources. This work extends the flexibility of existing 3-D TEM modeling algorithms. Numerical examples demonstrate that the new algorithm is accurate and computationally efficient.\",\"PeriodicalId\":13213,\"journal\":{\"name\":\"IEEE Transactions on Geoscience and Remote Sensing\",\"volume\":\"62 \",\"pages\":\"1-14\"},\"PeriodicalIF\":7.5000,\"publicationDate\":\"2024-11-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Transactions on Geoscience and Remote Sensing\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10758227/\",\"RegionNum\":1,\"RegionCategory\":\"地球科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Geoscience and Remote Sensing","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/10758227/","RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
Three-Dimensional Transient Electromagnetic Forward Modeling for Simulating Arbitrary Source Waveform and e, db/dt, b Responses Using Rational Krylov Subspace Method
The rational Krylov subspace methods can improve the computational speed compared to conventional time-stepping approaches for calculating 3-D transient electromagnetic (TEM) method forward modeling. However, the rational Krylov subspace method simulates only the step-off response. Because primary source waveforms have nonnegligible effects on the induced responses, it is crucial to model the response induced by any given source waveform. The electric field (e) and the time derivative of the magnetic induction (
$\mathrm {d} {\mathbf { b}} / \mathrm {d}t$
) are commonly measured TEM responses. Case studies also show the magnetic induction (
$\bf b$
) response measured by magnetometers has a good resolution for exploring conductive mineral deposits. Therefore, modern TEM forward modeling algorithms should be able to simulate different types of responses. We present a new algorithm for TEM modeling using the rational Krylov subspace method. The following improvements are implemented in our approach: 1) the algorithm can efficiently compute the e and
$\mathrm {d} {\mathbf { b}} / \mathrm {d}t$
responses, and especially the
$\bf b$
response, which was less considered in other 3-D TEM studies; 2) a convolution approach is employed that allows the Krylov subspace method to simulate the source waveform effects on all three types of responses; and 3) we present the approach for computing the initial condition of b in cases of using galvanic sources. This work extends the flexibility of existing 3-D TEM modeling algorithms. Numerical examples demonstrate that the new algorithm is accurate and computationally efficient.
期刊介绍:
IEEE Transactions on Geoscience and Remote Sensing (TGRS) is a monthly publication that focuses on the theory, concepts, and techniques of science and engineering as applied to sensing the land, oceans, atmosphere, and space; and the processing, interpretation, and dissemination of this information.