Publications from Department of Geoscience

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Asif, M. R., Bording, T. S., Barfod, A. S., Auken, E. & Larsen, J. J. (2020). Effect of Data Normalization on Neural Networks for the Forward Modelling of Transient Electromagnetic Data,. Abstract from Near Surface Geoscience 2020.

Asif, M. R., Bording, T. S., Barfod, A. S., Grombacher, D. J., Maurya, P. K., Christiansen, A. V., Auken, E. & Larsen, J. J. (2021). Effect of Data Pre-Processing on the Performance of Neural Networks for 1-D Transient Electromagnetic Forward Modeling. IEEE Access, 9, 34635-34646. https://doi.org/10.1109/ACCESS.2021.3061761

Asif, M. R., Larsen, J. J., Maurya, P. K., Christiansen, A. V. & Auken, E. (2021). Complete automation of time-domain transient electromagnetic data processing using deep convolutional autoencoder. Abstract from AGU 2021, United States.

Asif, M. R., Maurya, P. K., Christiansen, A. V., Larsen, J. J. & Auken, E. (2022). Deep learning based expert system to automate time-domain electromagnetic data processing. In 34th Symposium on the Application of Geophysics to Engineering and Environmental Problems, SAGEEP 2022 (pp. 6). J and N Group, Ltd..

Asif, M. R., Foged, N., Maurya, P. K., Grombacher, D. J., Christiansen, A. V., Auken, E. & Larsen, J. J. (2022). Integrating neural networks in least-squares inversion of airborne time-domain electromagnetic data. Geophysics, 87(4), E177-E187. https://doi.org/10.1190/geo2021-0335.1

Asif, M. R., Maurya, P. K., Foged, N., Larsen, J. J., Auken, E. & Christiansen, A. V. (2022). Automated transient electromagnetic data processing for ground-based and airborne systems by a deep learning expert system. IEEE Transactions on Geoscience and Remote Sensing, 60, Article 5919814. https://doi.org/10.1109/TGRS.2022.3202304

Asif, M. R., Foged, N., Bording, T. S., Larsen, J. J. & Christiansen, A. V. (2023). DL-RMD: a geophysically constrained electromagnetic resistivity model database for deep learning applications. Earth System Science Data, 15(3), 1389-1401. https://doi.org/10.5194/essd-2022-345, https://doi.org/10.5194/essd-15-1389-2023

Asif, M. R., Bording, T. S., Barfod, A. S., Auken, E. & Larsen, J. J. (2020). Effect of data normalization on neural networks for the forward modelling of transient electromagnetic data. In 26th European Meeting of Environmental and Engineering Geophysics, Held at Near Surface Geoscience 2020 Article 061 European Association of Geoscientists and Engineers, EAGE. https://doi.org/10.3997/2214-4609.202020061

Asif, M. R., Larsen, J. J., Auken, E. & Christiansen, A. V. (2022). Deep Convolutional Auto-Encoder for Automated Processing of Airborne Time-Domain Electromagnetic Data. 1-5. Paper presented at NSG2022 3rd Conference on Airborne, Drone and Robotic Geophysics, Beograd, Serbia. https://doi.org/10.3997/2214-4609.202220038

Asif, M. R., Maurya, P. K., Larsen, J. J. & Christiansen, A. V. (2022). Investigating the Integration of Neural Networks in Least-Squares Method for Airborne Electromagnetic Data Inversion. 1-5. Paper presented at NSG2022 3rd Conference on Airborne, Drone and Robotic Geophysics, Beograd, Serbia. https://doi.org/10.3997/2214-4609.202220034

Asif, M. R., Kass, A., Westerhoff, R., Rawlinson, Z., Christiansen, A. V. & Bording, T. S. (2023). Automated Processing of a Large-Scale Airborne Electromagnetic Survey by Deep Learning. Paper presented at NSG2023 29th European Meeting of Environmental and Engineering Geophysics, Edinburgh , United Kingdom. https://doi.org/10.3997/2214-4609.202320057

Asif, M. R., Kass, A., Westerhoff, R., Rawlinson, Z. & Christiansen, A. V. (2023). Automated data processing of a large-scale airborne time-domain electromagnetic survey by a deep learning expert system. Paper presented at 8th International Workshop on Airborne Electromagnetics, Queensland, Australia.

Asif, M. R., Maurya, P. K., Foged, N. & Christiansen, A. V. (2023). A DATA DRIVEN APPROACH FOR ROBUST INVERSION OF INDUCED POLARIZATION EFFECTS IN TRANSIENT ELECTROMAGNETIC DATA. In APPLICATION OF GEOPHYSICS TO ENGINEERING AND ENVIRONMENTAL PROBLEMS: SYMPOSIUM. 35TH 2023. (SAGEEP 2023) (pp. 82-82). Curran Associates.

Asif, M. R., Kass, M. A., Herpe, M., Rawlinson, Z., Westerhoff, R., Larsen, J. J. & Christiansen, A. V. (2025). Comparative analysis of deep learning and traditional airborne electromagnetic data processing: A case study. Geophysics, 90(3), WA103-WA112. https://doi.org/10.1190/geo2024-0282.1

Asif, MR., Larsen, JJ. & Christiansen, AV. (2024). Automated Processing of Time-Domain Electromagnetic Data Influenced by Induced Polarization Effects. In NSG 2024 30th European Meeting of Environmental and Engineering Geophysics (pp. 1-5). European Association of Geoscientists and Engineers. https://doi.org/10.3997/2214-4609.202420140

Asmael, N., Dupuy, A., McLachlan, P. & Franceschi, M. (2023). Hydro-Geochemical Characteristics of the Shallow Alluvial Aquifer and Its Potential Artificial Recharge to Sustain the Low Flow of the Garonne River. Water (Switzerland), 15(16), Article 2972. https://doi.org/10.3390/w15162972

Aubry, M.-P., Berggren, W. A., Van Couvering, J. A., Ali, J., Brinkhuis, H., Cramer, B., Kent, D. V., Swisher, C. C. III., Dupuis, C., Gingerich, P. D., Heilmann-Clausen, C., King, C., Ward.D.J., Knox, RWOB., Ouda, K., Stott, L. D. & Thiry, M. (2003). Chronostratigraphic terminology at the Paleocene/Eocene Boundary: In: Wing, S.L., Gingerich, P., Schmitz, B. & Thomas, E. (eds.), Causes and Consequences of Globally Warm Climates in the Early Paleogene. Geological Society of America Special Paper, (369), 551-566.

Aubry, T., Dimuccio, L. A., Almeida, M., Buylaert, J.-P., Fontana, L., Higham, T., Liard, M., Murray, A. S., Neves, M. J., Peyrouse, J.-B. & Walter, B. (2012). Stratigraphic and technological evidence from the middle palaeolithic- Châtelperronian-Aurignacian record at the Bordes-Fitte rockshelter (Roches d’Abilly site, Central France). Journal of Human Evolution, 62(1), 116-137. https://doi.org/10.1016/j.jhevol.2011.10.009

Aubry, T., Dimuccio, L. A., Buylaert, J. P., Liard, M., Murray, A. S., Thomsen, K. J. & Walter, B. (2014). Middle-to-Upper Palaeolithic site formation processes at the Bordes-Fitte rockshelter (Central France). Journal of Archaeological Science, 52, 436-457. https://doi.org/10.1016/j.jas.2014.09.013

Aubry, T., Dimuccio, L. A., Barbosa, A. F., Luís, L., Santos, A. T., Silvestre, M., Thomsen, K. J., Rades, E., Autzen, M. & Murray, A. S. (2020). Timing of the Middle-to-Upper Palaeolithic transition in the Iberian inland (Cardina-Salto do Boi, Côa Valley, Portugal). Quaternary Research (United States), 98, 81-101. https://doi.org/10.1017/qua.2020.43

Audet, T., de Vernal, A., Mucci, A., Seidenkrantz, M.-S., Hillaire-Marcel, C., Carnero-Bravo, V. & Gélinas , Y. (2023). Benthic Foraminiferal Assemblages from the Laurentian Channel in the Lower Estuary and Gulf of ST. Lawrence, Eastern Canada: Tracers of Bottom-Water Hypoxia. Journal of Foraminiferal Research, 53(1), 57-77. https://doi.org/10.2113/gsjfr.53.1.57

Augland, L., Jones, M., Planke, S., Svensen, H. & Tegner, C. (2016). Evaluating the provenance of Permian-Triassic and Palaeocene-Eocene ash beds by high precision U-Pb and Lu-Hf isotopic analyses of zircons: linking local sedimentary records to global events. Abstract from European Geosciences Union General Assembly 2016, Vienna, Austria. http://meetingorganizer.copernicus.org/EGU2016/EGU2016-15516.pdf

Auken, E., Breiner, M., Nebel, L., Pellerin, L., Thomsen, P. & Sørensen, K. I. (2001). EMMA - Electromagnetic modelling and analysis. (pp. 114-115).

Auken, E., Pellerin, L. & Sørensen, K. (2001). Mutually Constrained Inversion (MCI) of Electrical and Electromagnetic Data. (pp. 0-0).

Auken, E., Sørensen, K. I., Danielsen, J. E. & Pellerin, L. (2001). Mutually constrained inversion (MCI) of electrical and electromagnetic data from Skaro, Denmark. (pp. 94-95).

Auken, E., Danielsen, J. E., Sørensen, K. & Larsen, G. (2002). Kortlægning af Skarø. Geologisk Nyt, (2/02), 14-18.

Auken, E., Foged, N. & Sørensen, K. I. (2002). Model reconition by 1-D laterally constrained inversion of resistivity data. (pp. 0-0).

Auken, E. & Halkjær, M. H. (2002). Grundvand. Kunstcenter Silkeborgbad. Vandskel, 0-0.

Auken, E., Nebel, L., Sørensen, K. I., Breiner, M., Pellerin, L. & Christensen, N. B. (2002). EMMA - a geophysical training and education tool for electromagnetic modeling and analysis. Journal of Environmental and Engineering Geophysics, 7(2), 57-68.

Auken, E. & Sørensen, K. I. (2002). Location of buried valley structures by means of transient electromagnetic soundings. (Vol. 4 ed.) (pp. 2-2409).

Auken, E., Jørgensen, F. & Sørensen, K. I. (2003). Large-scale TEM investigation for groundwater. Exploration Geophysics, 33, 188-194.

Auken, E. & Sørensen, K. I. (2003). Large-scale TEM investigation for groundwater. Paper presented at 16th Geophysical Conference and Exhibition of the Australian Society of Exploration Geophysicists (ASEG), Adelaide.

Auken, E. & Christiansen, A. V. (2004). Layered and laterally constrained 2D inversion of resistivity data. Geophysics, 752-761.

Auken, E., Christiansen, A. V., Jacobsen, L. & Sørensen, K. I. (2004). Laterally Constrained 1D-Inversion of 3D TEM Data. (pp. 0-0).

Auken, E., Halkjær, M. & Sørensen, K. I. (2004). SkyTEM - Data Processing and a Survey. (pp. 0-0).

Auken, E., Christiansen, A. V., Jacobsen, B. H., Foged, N. & Sørensen, K. I. (2005). Piecewise 1D laterally constrained inversion of resistivity data. Geophysical Prospecting, 53, 497-506.

Auken, E., Foged, N., Westergaard, J., Christiansen, A. V. & Sørensen, K. I. (2006). Processing, inversion, and management of SkyTEM data for groundwater investigations. In Ikke angivet BGR, Hannover.

Auken, E., Sørensen, K. I. & Christiansen, A. V. (2006). Structural mapping of large aquifer structures. In Ikke angivet EEGS.

Auken, E., Christiansen, A. V. & Sørensen, K. I. (2006). Structural mapping of large watersheds. In Ikke angivet XVI International Conference on Computational Methods in Water Resources.

Auken, E., Christiansen, A. V. & Sørensen, K. I. (2006). Why not x in airborne TEM. In Ikke angivet EAGE Near Surface Division.

Auken, E., Pellerin, L., Christensen, N. B. & Sørensen, K. I. (2006). A survey of current trends in near-surface electrical and electromagnetic methods. Geophysics, 71(5), G249-G260.

Auken, E., Foged, N., Christiansen, A. V. & Sørensen, K. I. (2008). Enhancing the resolution of the subsurface by joint inversion of x- and z-component SkyTEM data. Abstract from ASEG Perth, Perth, Australia.

Auken, E., Westergaard, J., Christiansen, A. V. & Sørensen, K. I. (2008). Processing and inversion of SkyTEM data for high resolution hydrogeophysical surveys. Abstract from ASEG Perth, Perth, Australia.

Auken, E., d'Ozoiville, N., Violette, S., de Marsily, G., Deffontaines, B. & Viezzoli, A. (2008). An airborne hydrogeophysical study of San Christobal, Galapagos Islands. Abstract from AGU spring meeting, Acapulco, Acapulco, Mexico.

Auken, E., Viezzoli, A., Christiansen, A. V. & Sørensen, K. I. (2008). SPATIALLY CONSTRAINED INVERSION FOR QUASI 3-D MODELLING OF AEM DATA. Abstract from ASEG Perth, Perth, Australia.

Auken, E., Foged, N. & Westergaard, J. (2007). SkyTEM kortlægning Lolland trin 1. (0501 ed.)

Auken, E., Christiansen, A. V., Jacobsen, L. & Sørensen, K. I. (2008). A resolution study of buried valleys using laterally constrained inversion of TEM data. Journal of Applied Geophysics, 2008(65), 10-20.

Auken, E., Christiansen, A. V., Foged, N. & Sørensen, K. I. (2008). Accuracy of Airborne TEM Data for Quasi-Layered Modeling. In AEM2008, 5th International Conference on Airborne Electromagnetics, Finland

Auken, E. (2008). Airborne electromagnetic applied for groundwater mapping. In International Geological Congress, Olso 2008

Auken, E. & Sørensen, K. I. (2008). De seneste 10 års udvikling og fremtidsperspektiverne. In AVT, Odense

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Ann Eg Mølhave

Publications from Department of Geoscience

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