TY - DATA T1 - Data and scripts underlying the manuscript: Quantifying landfill emission potential using a weakly coupled particle filter PY - 2024/11/21 AU - Liang Wang AU - Timo J. Heimovaara UR - DO - 10.4121/1a723aee-a309-43a3-8d62-1cb68be6cff6.v3 KW - Data assimilation KW - travel time distribution model KW - state estimation N2 -
Repository for manuscript: Quantifying landfill emission potential using a weakly
coupled particle filter. It includes the input and measurement data (rainfall, EV, outflow, concentration), the model scripts in folder landfillmodules, the data assimilation scripts in folder BB11Z_noexchange. To use the script, you need to run the code following the description in the manuscript (We use a_* to generate synthetic truth, b_* to generate initial particles, c_* to evaluate the ensemble generation performance, d_* to run DA, e_male_plots to generate some plots. Scripts with s in the name use small initial bulk storage). The current zip file already includes all the generated model output files. You can find them in subfolders like plots and process_data. In the subfolder results_2TTc, there are the optimization results from DREAM. We call them in the script a_ to create synthetic truth.
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