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.
" authors: - family-names: Kim given-names: Samantha title: "Particle filter code with an example of subsidence caused by a compacting reservoir" keywords: version: 1 identifiers: - type: doi value: 10.4121/21501405.v1 license: MIT date-released: 2024-02-20