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A T ransdimensional Map of Australian Moho. Earthquake of the Week Thomas Bodin 28 Oct 2011. The Moho. Different T ypes of Measures. Reflection Refraction (no point measures along lines) Broadband Receiver Functions High Frequency Receiver Functions Tomography
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A Transdimensional Map of Australian Moho Earthquake of the Week Thomas Bodin 28 Oct 2011
Different Types of Measures • Reflection • Refraction (no point measures along lines) • Broadband Receiver Functions • High Frequency Receiver Functions • Tomography • Historical seismicity • Gravity
AusMoho Surface fitting with Splines Different issues 1 .Levels of noise ? 2. Irregular distribution of data 3. Moho depth varibility is variable 4. Sharp discontinuities may be have been smoothed
A Probabilistic Formulation P(Moho Depth |data) Moho Depth
Expected values Average Map Map of Sdt Deviation
Different Ways to Look at the Solution Average Map
Different Ways to Look at the Solution Arithmetic Mean Median Maximum Harmonic Mean
Kurtosis (4th order moment) Log(Kurtosis)
Map of correlation between one pixel and all the other pixels
Limits of Non-linear Bayesian Inference. Example with weather forecast
Limits of Non-linear Bayesian Inference. Example with weather forecast
Limits of Non-linear Bayesian Inference. Example with weather forecast
Limits of Non-linear Bayesian Inference. Example with weather forecast
Limits of Non-linear Bayesian Inference. Example with weather forecast
Limits of Non-linear Bayesian Inference. Example with weather forecast