W. Deleersnyder, D. Dudal, T. Hermans, K. Leuven, Kulak
{"title":"Assessing Quantitatively Interpretable Zones From 1D Forward Modelling Aem Inversion Models","authors":"W. Deleersnyder, D. Dudal, T. Hermans, K. Leuven, Kulak","doi":"10.3997/2214-4609.202220024","DOIUrl":"https://doi.org/10.3997/2214-4609.202220024","url":null,"abstract":"The inversion of time-domain AEM data with full 3D inversion requires specialists’ expertise and a huge amount of computational resources, not readily available to everyone. Consequently, quasi-2D/3D inversion methods are prevailing, using a much faster but approximate (1D) forward model. The question remains whether the obtained inversion results are reliable and can be interpreted quantitatively. We propose an appraisal tool for quasi-2D/3D methods that indicate zones in the inversion model that are not in agreement with the multidimensional (2D/3D) forward model and therefore, should not be interpreted in a quantitative fashion. The image appraisal step only requires one full 2.5D or 3D forward and one multidimensional Jacobian computation on a coarse mesh to compute a so-called normalized gradient. Large values in that gradient indicate model parameters that do not fit the true multidimensionality of the observed data well and should not be interpreted quantitatively. We demonstrate our method on a real AEM survey in a salinization context, revealing problematic zones in the fresh-saltwater interface. Interestingly, the problematic zones are not necessarily at larger depths, but where the interface is changing. The advantage of our approach is that all computations are feasible on a single laptop.","PeriodicalId":421182,"journal":{"name":"NSG2022 3rd Conference on Airborne, Drone and Robotic Geophysics","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121766267","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A New Data Acquisition System for Uav-Borne Vlf-Lf Measurements. Two Case Studies in Sweden","authors":"M. Bastani, H. Joahansson","doi":"10.3997/2214-4609.202220068","DOIUrl":"https://doi.org/10.3997/2214-4609.202220068","url":null,"abstract":"","PeriodicalId":421182,"journal":{"name":"NSG2022 3rd Conference on Airborne, Drone and Robotic Geophysics","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116957826","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Acquisition of Airborne Electromagnetic Data at a Continental Scale","authors":"Y. Ley-Cooper","doi":"10.3997/2214-4609.202220199","DOIUrl":"https://doi.org/10.3997/2214-4609.202220199","url":null,"abstract":"","PeriodicalId":421182,"journal":{"name":"NSG2022 3rd Conference on Airborne, Drone and Robotic Geophysics","volume":"447 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117003152","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Y. Davydenko, S. Tereshkin, A. Bashkeev, S. Iakovlev, M. Shkirya, A. Parshin, M. Persova
{"title":"The Results of Experimental and Methodological Work With the New Uav-Tem Technology on Lake Baikal","authors":"Y. Davydenko, S. Tereshkin, A. Bashkeev, S. Iakovlev, M. Shkirya, A. Parshin, M. Persova","doi":"10.3997/2214-4609.202220067","DOIUrl":"https://doi.org/10.3997/2214-4609.202220067","url":null,"abstract":"","PeriodicalId":421182,"journal":{"name":"NSG2022 3rd Conference on Airborne, Drone and Robotic Geophysics","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124536370","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Investigating the Integration of Neural Networks in Least-Squares Method for Airborne Electromagnetic Data Inversion","authors":"M. R. Asif, P. Maurya, J. Larsen, A. Christiansen","doi":"10.3997/2214-4609.202220034","DOIUrl":"https://doi.org/10.3997/2214-4609.202220034","url":null,"abstract":"","PeriodicalId":421182,"journal":{"name":"NSG2022 3rd Conference on Airborne, Drone and Robotic Geophysics","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121939553","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Unexpected Effects of Ip Distorsion in Aem Survey for Hydrogeology","authors":"A. Menghini, A. Viezzoli, I. Fernández","doi":"10.3997/2214-4609.202220176","DOIUrl":"https://doi.org/10.3997/2214-4609.202220176","url":null,"abstract":"","PeriodicalId":421182,"journal":{"name":"NSG2022 3rd Conference on Airborne, Drone and Robotic Geophysics","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115888466","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A. Parshin, M. Gatilov, Y. Davidenko, A. Bashkeev, N. Snegirev, A. Milgunov
{"title":"Using The “Triad” of Uav-Tem, Uav-Magnetic Prospecting and Uav-Gamma-Spectrometry: Case of Prospecting for Blind Ore Deposits","authors":"A. Parshin, M. Gatilov, Y. Davidenko, A. Bashkeev, N. Snegirev, A. Milgunov","doi":"10.3997/2214-4609.202220165","DOIUrl":"https://doi.org/10.3997/2214-4609.202220165","url":null,"abstract":"","PeriodicalId":421182,"journal":{"name":"NSG2022 3rd Conference on Airborne, Drone and Robotic Geophysics","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124031008","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Interrogating the Subsurface of the Srebrenica Magmatic Complex: Airborne Em Survey as Mineral Exploration Targeting Tool","authors":"P. Gisselø, A. Mišković, M. Kelly, S. Vaugan","doi":"10.3997/2214-4609.202220108","DOIUrl":"https://doi.org/10.3997/2214-4609.202220108","url":null,"abstract":"","PeriodicalId":421182,"journal":{"name":"NSG2022 3rd Conference on Airborne, Drone and Robotic Geophysics","volume":"313 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115881016","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Combining Boreholes and Airborne Em Models for Automatic Generation of Hydrostratigraphic Model Realizations","authors":"A. Christiansen, N. Foged, Z. Rawlinson","doi":"10.3997/2214-4609.202220151","DOIUrl":"https://doi.org/10.3997/2214-4609.202220151","url":null,"abstract":"","PeriodicalId":421182,"journal":{"name":"NSG2022 3rd Conference on Airborne, Drone and Robotic Geophysics","volume":"189 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117314635","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Best of Both Worlds: Innovative Environmental Monitoring Methods Using Multispectral Uav and Satellite Data","authors":"B. Haske, T. Rudolph, B. Bernsdorf, M. Pawlik","doi":"10.3997/2214-4609.202220064","DOIUrl":"https://doi.org/10.3997/2214-4609.202220064","url":null,"abstract":"","PeriodicalId":421182,"journal":{"name":"NSG2022 3rd Conference on Airborne, Drone and Robotic Geophysics","volume":"302 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115371651","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}