%0 Computer Program %A Kim, Samantha %D 2024 %T Particle filter code with an example of subsidence caused by a compacting reservoir %U https://data.4tu.nl/articles/software/_/21501405 %R 10.4121/21501405.v1 %K Data assimilation %K Particle filter %K Subsidence %K Reservoir compaction %X
A compacting reservoir gives a subsidence field at the Earth's surface. The subsidence field has a varying smoothness given the reservoir compaction field, with, for example a very smooth subsidence bowl or a very spatially uncorrelated subsidence field.
In this code, we implement a particle filter in a static case to estimate model states and illustrate its implementation with two subsidence models providing varying smoothness of the subsidence field.
%I 4TU.ResearchData