Releases: DeveshKumar5/Data_Assimilation_EnKF
Ensemble Kalman filter (EnKF)-perturbed observation
This programs is distributed in the hope that it will be useful, but WITHOUT WARRANTY. No author or distributor accepts responsibility to anyone for the consequences of using them of for whether they serve any particular purpose or work at all. Everyone is granted permission to copy, modify and redistribute this program, but only under the condition that this notice remain intact.
This release contains an executable file name EnKF_WIN.exe and a bash file named EnKF_LNX for updating discretized variables in numerical models using observed data. An example data set of updating parameter values (permeability) in a geological model using flow rate data of injected fluid (sea water) rate ate well locations is provided as an example data set. The provided data sets perform the EnKF updates for the first assimilation step. The steps to run the code can be found in the README.txt file within the release.
Changes from last version (v1.1):
- The ability to update irregular grid systems has been added.
Ensemble Kalman filter (EnKF)-perturbed observation
This programs is distributed in the hope that it will be useful, but WITHOUT WARRANTY. No author or distributor accepts responsibility to anyone for the consequences of using them of for whether they serve any particular purpose or work at all. Everyone is granted permission to copy, modify and redistribute this program, but only under the condition that this notice remain intact.
This release contains an executable file name EnKF_WIN.exe and a bash file named EnKF_LNX for updating discretized variables in numerical models using observed data. An example data set of updating parameter values (permeability) in a geological model using flow rate data of injected fluid (sea water) rate ate well locations is provided as an example data set. The provided data sets perform the EnKF updates for the first assimilation step. The steps to run the code can be found in the README.txt file within the release.
Changes from last version (v1.0):
- The sizes of the scripts have been reduced.
- Functionality to assimilate a single observation at a time has been added
Ensemble Kalman filter (EnKF)-perturbed observation
This release contains an executable file name EnKF_WIN.exe and a bash file named EnKF_LNX for updating discretized variables in numerical models using observed data. An example data set of updating parameter values (permeability) in a geological model using flow rate data of injected fluid (sea water) rate ate well locations is provided as an example data set. The provided data sets perform the EnKF updates for the first assimilation step. The steps to run the code can be found in the README.txt file within the release.