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mikedurand/UWBRAD_Estimation
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%% Scripts % ~WORKFLOW SCRIPTS~ % GetModelOutput: Rework MEMLS runs into a % GenerateObs: Choose random realizations of all parameters, and generate a % set of observations along the flight lines % EstimateT: Calculate MCMC estimate of temperature parameters (~4 minute % run-time per location). Saves dat/Expi.mat, where i=0,1,2... % PostProcess: Explores the MCMC output via figures, including the final % estimated temperature profiles % % ~UTILITY SCRIPTS~ % GetSensorData % ObsModel: Interpolates between model data as a way of exploring parameter % space % ~ Add By Yuna ~ %ACF_k: calculate the autocorrelation of the Markov chain %psrf: calculate the Gelman and Rubin Potential Scale Reduction Factor %% Data % dat/ includes the MEMLS database of model runs %% Experiments (Happy April Fool's day) % Exp1, x=15,N=1e4 To test if the new script run correctly % Exp2, x=15,N=5e4 Still have problem in reading the right data %-------Start of the results-------- %Exp3, x=15,N=5e4, jmprho=9,jmpdT=0.75,jmpB=7 %Exp4, x=15,N=1e4,play with the jmp %Exp5 jmprho=10;jmpdT=0.6;jmpB=6; %Exp6, x=18
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