TY - DATA T1 - Particle filter code with an example of subsidence caused by a compacting reservoir PY - 2024/02/20 AU - Samantha Kim UR - https://data.4tu.nl/articles/software/_/21501405 DO - 10.4121/21501405.v1 KW - Data assimilation KW - Particle filter KW - Subsidence KW - Reservoir compaction N2 -
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.
ER -