Datenintegration und Parameterschätzung

AG7 image

Leiter

Dr. Hendrik Paasche

( Kontakt )

Mitarbeiter

2018
  • Lausch, A., Borg, E., Bumberger, J., Dietrich, P., Heurich, M., Huth, A., Jung, A., Klenke, R., Knapp, S., Mollenhauer, H., Paasche, H., Paulheim, H., Pause, M., Schweitzer, C., Schmulius, C., Settele, J., Skidmore, A.K., Wegmann, M., Zacharias, S., Kirsten, T., Schaepman, M.E., (2018):
    Understanding forest health with remote sensing, Part III: Requirements for a scalable multi-source forest health monitoring network based on data science approaches
    Remote Sens. 10 (7), art. 1120
    Volltext (URL)
  • Paasche, H., (2018):
    About probabilistic integration of ill-posed geophysical tomography and logging data: A knowledge discovery approach versus petrophysical transfer function concepts illustrated using cross-borehole radar-, P- and S-wave traveltime tomography in combination with cone penetration and dielectric logging data
    J. Appl. Geophys. 148 , 175 - 188
    Volltext (URL)
2017
  • Asadi, A., Dietrich, P., Paasche, H., (2017):
    Spatially continuous probabilistic prediction of sparsely measured ground properties constrained by ill-posed tomographic imaging considering data uncertainty and resolution
    Geophysics 82 (3), V149 - V162
    Volltext (URL)
  • Paasche, H., (2017):
    Translating tomographic ambiguity into the probabilistic inference of hydrologic and engineering target parameters
    Geophysics 82 (4), EN67 - EN79
    Volltext (URL)
  • Schröter, I., Paasche, H., Doktor, D., Xu, X., Dietrich, P., Wollschläger, U., (2017):
    Estimating soil moisture patterns with remote sensing and terrain data at the small catchment scale
    Vadose Zone J. 16 (10), 10.2136/vzj2017.01.0012
    Volltext (URL)
  • Tronicke, J., Paasche, H., (2017):
    Integrated interpretation of 2D ground-penetrating radar, P-, and S-wave velocity models in terms of petrophysical properties: Assessing uncertainties related to data inversion and petrophysical relations
    Interpretation 5 (1), T121 - T130
    Volltext (URL)
2016
  • Asadi, A., Dietrich, P., Paasche, H., (2016):
    2D probabilistic prediction of sparsely measured geotechnical parameters constrained by tomographic ambiguity and measurements errors
    78th EAGE Conference and Exhibition, Vienna, Austria, 30 May - 2 June 2016
    p. 1 - 5
    Volltext (URL)
  • Asadi, A., Dietrich, P., Paasche, H., (2016):
    2D probabilistic prediction of sparsely measured earth properties constrained by geophysical imaging fully accounting for tomographic reconstruction ambiguity
    Environ. Earth Sci. 75 (23), art. 1487
    Volltext (URL)
  • Paasche, H., (2016):
    About data-driven integration of ill-posed geophysical tomography and geotechnical logging data
    78th EAGE Conference and Exhibition, Vienna, Austria, 30 May - 2 June 2016
    p. 1 - 5
    Volltext (URL)
  • Paasche, H., (2016):
    Post‐inversion integration of disparate tomographic models by model structure analyses
    In: Moorkamp, M., Lelièvre, P.G., Linde, N., Khan, A., (eds.)
    Integrated imaging of the earth : theory and applications
    Geophysical Monograph 218
    American Geophysical Union (AGU), Washington, DC, p. 69 - 91
    Volltext (URL)
2015
  • Asadi, A., Dietrich, P., Paasche, H., (2015):
    Predicting continuous distributions of sparse data under full consideration of tomographic reconstruction ambiguity
    Near Surface Geoscience 2015 - 21st European Meeting on Environmental and Engineering Geophysics, Turin, Italy, 6-10 September 2015
    European Association of Geoscientists and Engineers (EAGE), Houten, p. WE21A06
    Volltext (URL)
  • Bumberger, J., Paasche, H., Dietrich, P., (2015):
    Systematic description of direct push sensor systems: A conceptual framework for system decomposition as a basis for the optimal sensor system design
    J. Appl. Geophys. 122 , 210 - 217
    Volltext (URL)
  • Demuth, D., Bumberger, J., Paasche, H., (2015):
    Evaluation of direct push probes: Sensor interface analysis of DC resistivity probes
    J. Appl. Geophys. 122 , 218 - 225
    Volltext (URL)
  • Eberle, D., Hutchins, D., Das, S., Majumdar, A., Paasche, H., (2015):
    Automated pattern recognition to support geological mapping and exploration target generation – A case study from southern Namibia
    J. Afr. Earth Sci. 106 , 60 - 74
    Volltext (URL)
  • Paasche, H., (2015):
    Fully non-linear self-organizing inversion of cross-borehole tomographic data
    Near Surface Geoscience 2015 - 21st European Meeting on Environmental and Engineering Geophysics, Turin, Italy, 6-10 September 2015
    European Association of Geoscientists and Engineers (EAGE), Houten, p. WE21A01
    Volltext (URL)
  • Paasche, H., (2015):
    Integration of airborne geophysical data: data mining versus human expertise
    EAGE/DGG Workshop on Airborne Geophysics, 27th March 2015, Hannover, Germany
    p. 47 - 51
    Volltext (URL)
  • Paasche, H., (2015):
    Approaches towards a probabilistic assessment of geotechnical parameter distributions relying on geophysical imaging
    In: Schweckendiek, T., Van Tol, A.F., Pereboom, D., Van Staveren, A., Cools, P.M.C.B.M., (eds.)
    Geotechnical safety and risk V
    IOS Press, Amsterdam, p. 880 - 885
    Volltext (URL)
  • Schröter, I., Paasche, H., Dietrich, P., Wollschläger, U., (2015):
    Estimation of catchment-scale soil moisture patterns based on terrain data and sparse TDR measurements using a fuzzy c-means clustering approach
    Vadose Zone J. 14 (11), 10.2136/vzj2015.01.0008
    Volltext (URL)
2014
  • Paasche, H., Eberle, D., Das, S., Cooper, A., Debba, P., Dietrich, P., Dudeni-Thlone, N., Gläßer, C., Kijko, A., Knobloch, A., Lausch, A., Meyer, U., Smit, A., Stettler, E., Werban, U., (2014):
    Are Earth Sciences lagging behind in data integration methodologies?
    Environ. Earth Sci. 71 (4), 1997 - 2003
    Volltext (URL)
  • Paasche, H., Rumpf, M., Lontsi, A.M., Hausmann, J., Hannemann, K., Fechner, T., Ohrnberger, M., Werban, U., Tronicke, J., Krüger, F., Dietrich, P., (2014):
    MuSaWa: Multi-Scale S-wave tomography for exploration and risk assessment of development sites
    In: Weber, M., Münch, U., (eds.)
    Tomography of the Earth’s Crust: From Geophysical Sounding to Real-Time Monitoring. GEOTECHNOLOGIEN Science Report No. 21
    Advanced Technologies in Earth Sciences
    Springer, Berlin, Heidelberg, p. 95 - 114
    Volltext (URL)
  • Paasche, H., Tronicke, J., (2014):
    Nonlinear joint inversion of tomographic data using swarm intelligence
    Geophysics 79 (4), R133 - R149
    Volltext (URL)
  • Schröter, I., Paasche, H., Dietrich, P., Wollschläger, U., (2014):
    Field-scale prediction of soil moisture patterns by means of a fuzzy c-means clustering algorithm, structural information/multisensoral data, and sparse TDR measurements
    Proceedings of the 2014 AGU Chapman Conference on Catchment Spatial Organization and Complex Behavior, Luxembourg, 23-26. September, 2014
    p. 1 - 6
  • Wollschläger, U., Grau, T., Martini, E., Neubauer, M., Schmidt, A., Schrön, M., Schröter, I., Dietrich, P., Fleckenstein, J.H., Lausch, A., Musolff, A., Paasche, H., Reinstorf, F., Vogel, H.-J., Werban, U., Zacharias, S., (2014):
    Revealing principles of hydrological response – the Schaefertal approach
    Proceedings of the 2014 AGU Chapman Conference on Catchment Spatial Organization and Complex Behavior, Luxembourg, 23-26. September, 2014
    p. 1 - 3
2013
  • Demuth, D., Bumberger, J., Sauer, D., Paasche, H., (2013):
    Modellierung und systematischer Vergleich zweier Direct Push DC- Sonden unter besonderer Berücksichtigung von Signalstabilität und Sondenverschleiß
    73. Jahrestagung der Deutschen Geophysikalischen Gesellschaft, 4. - 7. März 2013 in Leipzig
    Universität Leipzig, Leipzig, S. 142
    Volltext (URL)
  • Hachmöller, B., Paasche, H., (2013):
    Integration of surface-based tomographic models for zonation and multimodel guided extrapolation of sparsely known petrophysical parameters
    Geophysics 78 (4), EN43 - EN53
    Volltext (URL)
  • Paasche, H., Rumpf, M., Hausmann, J., Fechner, T., Werban, U., Tronicke, J., Dietrich, P., (2013):
    Advances in acquisition and processing of near-surface seismic tomographic data for geotechnical site assessment
    First Break 31 (8), 59 - 65
    Volltext (URL)
  • Paasche, H., Tronicke, J., (2013):
    Global joint inversion of tomographic data: appraisal of model reconstruction ambiguity
    Near Surface Geoscience 2013 – 19th European Meeting of Environmental and Engineering Geophysics Bochum, Germany, 9-11 September 2013
    Volltext (URL)
  • Sauer, D., Popp, S., Dittfurth, A., Altdorff, D., Dietrich, P., Paasche, H., (2013):
    Soil moisture assessment over an alpine hillslope with significant soil heterogeneity
    Vadose Zone J. 12 (4), 10.2136/vzj2013.01.0009
    Volltext (URL)
2012
  • Eberle, D.G., Paasche, H., (2012):
    Integrated data analysis for mineral exploration: A case study of clustering satellite imagery, airborne gamma-ray, and regional geochemical data suites
    Geophysics 77 (4), B167 - B176
    Volltext (URL)
  • Paasche, H., Tronicke, J., Dietrich, P., (2012):
    Zonal cooperative inversion of partially co-located data sets constrained by structural a priori information
    Near Surf. Geophys. 10 (2), 103 - 116
    Volltext (URL)
  • Tronicke, J., Paasche, H., Böniger, U., (2012):
    Crosshole traveltime tomography using particle swarm optimization: A near-surface field example
    Geophysics 77 (1), R19 - R32
    Volltext (URL)
2011
    2010

      Gruppenmitglieder:

      • Daniel Demuth


      Student members:

      • Rene Schultz
      • Corinna Naumann
      • Barbara Hachmöller


      Gäste:

      • PD Dr Detlef Eberle


      Forschungsschwerpunkte

      • Multivariate Analysemethoden zur Integration unterschiedlicher Datentypen unter Unsicherheit
      • Extrapolation von Punktmessungen auf der Basis flächenhafter geowissenschaftlicher Information
      • Nichtlineare gemeinsame Inversionsverfahren, z.B. für die geophysikalische Modellbildung
      • Optimierung geophysikalischer Untersuchungen und Datenbearbeitungen mit dem Ziel maximalen Informationsgewinns

      Projekte

      • Vorhaben Direct Push gestützte Seismik und Geotechnik, Skalenübergreifende S-Wellentomographie zur Baugrunderkundung und Standortgefährdungsanalyse ( MuSaWa )