From c2c2b137b567a4d5350b268c4efa580ca3702c87 Mon Sep 17 00:00:00 2001 From: Daniel Shapero Date: Mon, 16 Oct 2023 14:35:14 -0700 Subject: [PATCH] LETS GOOOOOOOOO --- demos/larsen/simulate.py | 58 ++++++++++++++++++++++++++++------------ 1 file changed, 41 insertions(+), 17 deletions(-) diff --git a/demos/larsen/simulate.py b/demos/larsen/simulate.py index cf895c1..0e747e1 100644 --- a/demos/larsen/simulate.py +++ b/demos/larsen/simulate.py @@ -1,4 +1,5 @@ import argparse +import subprocess import numpy as np import geojson import xarray @@ -11,7 +12,7 @@ parser = argparse.ArgumentParser() parser.add_argument("--input", default="larsen-extrapolated.h5") parser.add_argument("--degree", type=int, default=1) -parser.add_argument("--output") +parser.add_argument("--output", default="larsen-simulation.h5") args = parser.parse_args() # Read in the starting data @@ -132,22 +133,45 @@ h_problem = firedrake.NonlinearVariationalProblem(G, h) h_solver = firedrake.NonlinearVariationalSolver(h_problem) -for step in range(num_steps): - h_solver.solve() - h.interpolate(firedrake.max_value(0, h)) +# Load in the outline of Larsen in 2019 +outline_filename = icepack.datasets.fetch_outline("larsen-2019") +with open(outline_filename, "r") as outline_file: + outline = geojson.load(outline_file) + +geometry = icepack.meshing.collection_to_geo(outline) +with open("larsen-2019.geo", "w") as geometry_file: + geometry_file.write(geometry.get_code()) + +command = "gmsh -2 -v 0 -o larsen-2019.msh larsen-2019.geo" +subprocess.run(command.split()) + +# Create a mask to remove ice where the calving event occurred +mesh_2019 = firedrake.Mesh("larsen-2019.msh") +Q_2019 = firedrake.FunctionSpace(mesh_2019, "CG", 1) +μ = firedrake.Function(Q_2019) +μ.assign(Constant(1.0)) +μ = firedrake.project(μ, Q) +μ.interpolate(firedrake.max_value(0, firedrake.min_value(1, μ))) + +h_c = firedrake.Constant(1.0) +with firedrake.CheckpointFile(args.output, "w") as chk: + chk.save_function(h, name="thickness", idx=0) + + for step in range(num_steps): + h_solver.solve() + h.interpolate(firedrake.conditional(h < h_c, 0, h)) + h_n.assign(h) + u_solver.solve() + chk.save_function(h, name="thickness", idx=step + 1) + + print("IT CALVING NOW") + h.interpolate(μ * h) h_n.assign(h) u_solver.solve() -import matplotlib.pyplot as plt -fig, axes = plt.subplots() -axes.set_aspect("equal") -colors = firedrake.tripcolor(h, axes=axes) -fig.colorbar(colors) -plt.show() - -fig, axes = plt.subplots() -axes.set_aspect("equal") -δh = firedrake.interpolate(h - h0, Q) -colors = firedrake.tripcolor(δh, vmin=-50, vmax=+50, cmap="RdBu_r", axes=axes) -fig.colorbar(colors) -plt.show() + for step in range(num_steps): + h_solver.solve() + h.interpolate(firedrake.conditional(h < h_c, 0, h)) + h_n.assign(h) + u_solver.solve() + chk.save_function(h, name="thickness", idx=step + num_steps + 1)