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Hydro-Geological Flow Analysis Using Hidden Markov Models, Chandrahas Raj Venkat Gurram
Hydro-Geological Flow Analysis Using Hidden Markov Models, Chandrahas Raj Venkat Gurram
Theses and Dissertations
Hidden Markov Models a class of statistical models used in various disciplines for understanding speech, finding different types of genes responsible for cancer and much more. In this thesis, Hidden Markov Models are used to obtain hidden states that can correlate the flow changes in the Wakulla Spring Cave. Sensors installed in the tunnels of Wakulla Spring Cave have recorded huge correlated changes in the water flows at numerous tunnels. Assuming the correlated flow changes are a consequence of system being in a set of discrete states, a Hidden Markov Model is calculated. This model comprising all the sensors installed …