From eb135a05460ef92d2475a2429eed662a34a34304 Mon Sep 17 00:00:00 2001 From: joargu Date: Mon, 25 May 2026 14:35:52 +0200 Subject: [PATCH 01/22] Add wolf-sheep-soil-creep tutorial --- wolf-sheep-soil-creep/README.md | 54 +++++++++ ...soil-creep-erosion_deposition_patterns.png | Bin 0 -> 68346 bytes ...orials-wolf-sheep-soil-creep-grass_map.png | Bin 0 -> 62934 bytes ...s-wolf-sheep-soil-creep-precice-config.png | Bin 0 -> 101189 bytes ...s-wolf-sheep-soil-creep-soil_thickness.png | Bin 0 -> 61912 bytes wolf-sheep-soil-creep/precice-config.xml | 70 +++++++++++ .../soil-creep-landlab/clean.sh | 7 ++ .../soil-creep-landlab/requirements.txt | 4 + .../soil-creep-landlab/run.sh | 22 ++++ .../soil-creep-landlab/soil_creep.py | 112 ++++++++++++++++++ .../wolf-sheep-grass-mesa/clean.sh | 7 ++ .../wolf-sheep-grass-mesa/requirements.txt | 5 + .../wolf-sheep-grass-mesa/run.sh | 22 ++++ .../wolf-sheep-grass-mesa/wolf_sheep_grass.py | 95 +++++++++++++++ 14 files changed, 398 insertions(+) create mode 100644 wolf-sheep-soil-creep/README.md create mode 100644 wolf-sheep-soil-creep/images/tutorials-wolf-sheep-soil-creep-erosion_deposition_patterns.png create mode 100644 wolf-sheep-soil-creep/images/tutorials-wolf-sheep-soil-creep-grass_map.png create mode 100644 wolf-sheep-soil-creep/images/tutorials-wolf-sheep-soil-creep-precice-config.png create mode 100644 wolf-sheep-soil-creep/images/tutorials-wolf-sheep-soil-creep-soil_thickness.png create mode 100644 wolf-sheep-soil-creep/precice-config.xml create mode 100644 wolf-sheep-soil-creep/soil-creep-landlab/clean.sh create mode 100644 wolf-sheep-soil-creep/soil-creep-landlab/requirements.txt create mode 100644 wolf-sheep-soil-creep/soil-creep-landlab/run.sh create mode 100644 wolf-sheep-soil-creep/soil-creep-landlab/soil_creep.py create mode 100644 wolf-sheep-soil-creep/wolf-sheep-grass-mesa/clean.sh create mode 100644 wolf-sheep-soil-creep/wolf-sheep-grass-mesa/requirements.txt create mode 100644 wolf-sheep-soil-creep/wolf-sheep-grass-mesa/run.sh create mode 100644 wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py diff --git a/wolf-sheep-soil-creep/README.md b/wolf-sheep-soil-creep/README.md new file mode 100644 index 000000000..fed090f16 --- /dev/null +++ b/wolf-sheep-soil-creep/README.md @@ -0,0 +1,54 @@ +--- +title: Wolf-sheep-grass model with soil creep +permalink: tutorials-wolf-sheep-soil-creep.html +keywords: MESA, Landlab, wolf-sheep-grass, soil creep, ABM +summary: Example of ABM bi-directional coupling with PDE via preCICE. +--- + +{% note %} +Get the [case files of this tutorial](https://github.com/precice/tutorials/tree/develop/partitioned-pipe-two-phase), as continuously rendered here, or see the [latest released version](https://github.com/precice/tutorials/tree/master/partitioned-pipe-two-phase) (if there is already one). Read how in the [tutorials introduction](https://precice.org/tutorials.html). +{% endnote %} + +## Setup + +This is an implementation of Landlab's [Wolf-Sheep-Grass Model with Soil Creep](https://landlab.csdms.io/tutorials/agent_based_modeling/wolf_sheep/wolf_sheep_with_soil_creep.html) example, coupled via preCICE. We couple the [Wolf-Sheep model from MESA](https://mesa.readthedocs.io/latest/examples/advanced/wolf_sheep.html) with a soil creep model implemented in Landlab. + +## Configuration + +preCICE configuration (image generated using the [precice-config-visualizer](https://precice.org/tooling-config-visualization.html)): + +![preCICE configuration visualization](images/tutorials-wolf-sheep-soil-creep-precice-config.png) + +## Available solvers + +Soil-Creep PDE participant: + +* Landlab. Numerical modeling of Earth surface dynamics. For more information, have a look at the [Landlab documentation](https://landlab.csdms.io/index.html). + +Wolf-Sheep-Grass ABM participant: + +* MESA. Agent-based modeling (or ABM) framework. For more information have a look at the [MESA documentation](https://mesa.readthedocs.io/latest/index.html) + +## Running the simulation + +Open two separate terminals and start the soil creep and wolf sheep participant by calling the respective run scripts `run.sh` located in each of the participants' directory. For example: + +```bash +cd soil-creep-landlab +./run.sh +``` + +and + +```bash +cd wolf-sheep-grass-mesa +./run.sh +``` + +## Post-processing + +The Soil-Creep participant generates Python-based visualizations. The following examples were generated by setting rng=42 in wolfSheepScenario for the wolf-sheep-grass participant. + +![erosion/deposition patterns](images/tutorials-wolf-sheep-soil-creep-erosion_deposition_patterns.png) +![soil thickness](images/tutorials-wolf-sheep-soil-creep-soil_thickness.png) +![grass map](images/tutorials-wolf-sheep-soil-creep-grass_map.png) diff --git a/wolf-sheep-soil-creep/images/tutorials-wolf-sheep-soil-creep-erosion_deposition_patterns.png b/wolf-sheep-soil-creep/images/tutorials-wolf-sheep-soil-creep-erosion_deposition_patterns.png new file mode 100644 index 0000000000000000000000000000000000000000..718cabee7d9ebebf3609d7eb24c79ecb5b4c9b8a GIT binary patch literal 68346 zcmd43XINEPmo0qEC6;0!C?J>+Bo<1Li~$r-@4yYJh|6w65aWxK_-!ic5G&?`fsHg)4{-`5vy zBCc!0fAAgPzt_~{hXvur=s*2H+%MQa&gkqF!Ty2cJ&)Us{j2=cuA|sLL~4I=-u|7L z7;Z22uh&<0pTYj&9C{2r1pL?U@&EXxf_dimMy3UG>d6VLjc1fh;P0t%DQD_8N1CJO zWz@N%Q|nPDyj74>I9JPmtIX>(wT0AxeyPW)nUS~%G5Pw$d#SqL@+@yi?=icD+bem= 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z1)dY&u{P~xzV4e|fyTzZQV}sC%e3XiGTB~p@OI)%+E|id5+^)OrGEhp{?n9z|4ql_ g|IgpLBfPxTG% + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/wolf-sheep-soil-creep/soil-creep-landlab/clean.sh b/wolf-sheep-soil-creep/soil-creep-landlab/clean.sh new file mode 100644 index 000000000..494c80414 --- /dev/null +++ b/wolf-sheep-soil-creep/soil-creep-landlab/clean.sh @@ -0,0 +1,7 @@ +#!/usr/bin/env sh +set -e -u + +. ../../tools/cleaning-tools.sh + +clean_precice_logs . +clean_case_logs . diff --git a/wolf-sheep-soil-creep/soil-creep-landlab/requirements.txt b/wolf-sheep-soil-creep/soil-creep-landlab/requirements.txt new file mode 100644 index 000000000..16efd4ddd --- /dev/null +++ b/wolf-sheep-soil-creep/soil-creep-landlab/requirements.txt @@ -0,0 +1,4 @@ +numpy >1, <2 +matplotlib +landlab +pyprecice~=3.0 diff --git a/wolf-sheep-soil-creep/soil-creep-landlab/run.sh b/wolf-sheep-soil-creep/soil-creep-landlab/run.sh new file mode 100644 index 000000000..396a1d76a --- /dev/null +++ b/wolf-sheep-soil-creep/soil-creep-landlab/run.sh @@ -0,0 +1,22 @@ +#!/usr/bin/env bash +set -e -u + +. ../../tools/log.sh + +exec > >(tee --append "$LOGFILE") 2>&1 + +if [ ! -v PRECICE_TUTORIALS_NO_VENV ]; then + + if [ ! -d ".venv" ]; then + python3 -m venv .venv + source .venv/bin/activate + pip install -r requirements.txt && pip freeze > pip-installed-packages.log + else + source .venv/bin/activate + fi + +fi + +python3 soil_creep.py + +close_log diff --git a/wolf-sheep-soil-creep/soil-creep-landlab/soil_creep.py b/wolf-sheep-soil-creep/soil-creep-landlab/soil_creep.py new file mode 100644 index 000000000..3ea060d67 --- /dev/null +++ b/wolf-sheep-soil-creep/soil-creep-landlab/soil_creep.py @@ -0,0 +1,112 @@ +import copy +import matplotlib as mpl +import matplotlib.pyplot as plt +import numpy as np +from landlab import RasterModelGrid, imshow_grid +from landlab.components import LinearDiffuser +import precice + +initial_soil_depth = 0.3 +hstar = 0.2 +fast_creep = 0.1 +slow_creep = 0.001 + +ground_cover_cmap = copy.copy(mpl.colormaps["YlGn"]) + +# Create a grid the same size as the W-S-G model's grid +width = 20 +height = 20 + +rmg = RasterModelGrid((width, height)) + +# Create elevation field and have it slope down to the south at 10% gradient +elev = rmg.add_zeros("topographic__elevation", at="node") +elev[:] = 0.1 * rmg.y_of_node + +# Have one open boundary on the south side +rmg.set_closed_boundaries_at_grid_edges(True, True, True, False) + +# Remember the starting elevation so we can calculate cumulative erosion/deposition +initial_elev = np.zeros(rmg.number_of_nodes) +initial_elev[:] = elev + +# Also remember the elevation of the prior time step, so we can difference +prior_elev = np.zeros(rmg.number_of_nodes) + +# Create a field for the creep coefficient, and set parameters for two +# rates: slow (full grass cover) and fast (partial or "eaten" grass cover) +creep_coef = rmg.add_zeros("creep_coefficient", at="node") + +# Create a soil-thickness field +soil = rmg.add_zeros("soil__depth", at="node") +soil[:] = initial_soil_depth + +# Instantiate a LinearDiffuser (soil creep) Landlab component +diffuser = LinearDiffuser(rmg, linear_diffusivity=creep_coef) + +# preCICE setup +participant_name = "Soil-Creep" +config_file_name = "../precice-config.xml" +solver_process_index = 0 +solver_process_size = 1 +participant = precice.Participant(participant_name, config_file_name, solver_process_index, solver_process_size) + +positions = [[x, y] for x in range(width) for y in range(height)] +vertex_gm_ids = participant.set_mesh_vertices("Soil-Creep-Mesh", positions) +vertex_soil_ids = participant.set_mesh_vertices("Soil-Depth-Mesh", positions) + +u = np.zeros([width, height]) + +participant.initialize() + +while participant.is_coupling_ongoing(): + solver_dt = 0.2 * rmg.dx * rmg.dx / fast_creep + precice_dt = participant.get_max_time_step_size() + dt = np.minimum(solver_dt, precice_dt) + + gm = participant.read_data("Soil-Creep-Mesh", "Grass", vertex_gm_ids, dt) + + # Assign the higher creep coefficient to cells where the grass has + # been eaten and not yet recovered; the slower value is assigned to + # "fully grown" grass patches. + creep_coef[gm.flatten() == 1] = fast_creep + creep_coef[gm.flatten() == 2] = slow_creep + + # Adjust the creep coefficient to account for soil depth + creep_coef *= 1.0 - np.exp(-soil / hstar) + + # Run the soil-creep model + prior_elev[:] = elev + diffuser.run_one_step(dt) + + # Update the soil cover + soil += elev - prior_elev + + participant.write_data("Soil-Depth-Mesh", "Soil", vertex_soil_ids, soil) + + participant.advance(dt) + +participant.finalize() + +# Calculate and plot the erosion/deposition patterns +ero_dep = elev - initial_elev +maxchange = np.amax(np.abs(ero_dep)) +imshow_grid( + rmg, + ero_dep, + vmin=-maxchange, + vmax=maxchange, + cmap="coolwarm_r", + colorbar_label="Depth of soil accumulation (+) or loss (-), m", +) +plt.show() + +# Soil thickness +imshow_grid(rmg, soil, colorbar_label="Soil thickness, m") +plt.show() + +# Ground cover +imshow_grid( + rmg, gm, cmap=ground_cover_cmap, colorbar_label="Ground cover (1 = bare, 2 = grass)" +) +plt.show() diff --git a/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/clean.sh b/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/clean.sh new file mode 100644 index 000000000..494c80414 --- /dev/null +++ b/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/clean.sh @@ -0,0 +1,7 @@ +#!/usr/bin/env sh +set -e -u + +. ../../tools/cleaning-tools.sh + +clean_precice_logs . +clean_case_logs . diff --git a/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/requirements.txt b/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/requirements.txt new file mode 100644 index 000000000..f9ccca730 --- /dev/null +++ b/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/requirements.txt @@ -0,0 +1,5 @@ +numpy >1, <2 +matplotlib +mesa>=3 +pyprecice~=3.0 +networkx diff --git a/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/run.sh b/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/run.sh new file mode 100644 index 000000000..43c20ae0d --- /dev/null +++ b/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/run.sh @@ -0,0 +1,22 @@ +#!/usr/bin/env bash +set -e -u + +. ../../tools/log.sh + +exec > >(tee --append "$LOGFILE") 2>&1 + +if [ ! -v PRECICE_TUTORIALS_NO_VENV ]; then + + if [ ! -d ".venv" ]; then + python3 -m venv .venv + source .venv/bin/activate + pip install -r requirements.txt && pip freeze > pip-installed-packages.log + else + source .venv/bin/activate + fi + +fi + +python3 wolf_sheep_grass.py + +close_log diff --git a/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py b/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py new file mode 100644 index 000000000..15992e158 --- /dev/null +++ b/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py @@ -0,0 +1,95 @@ +from mesa.examples.advanced.wolf_sheep.agents import GrassPatch +from mesa.examples.advanced.wolf_sheep.model import WolfSheep +from mesa.examples.advanced.wolf_sheep.model import WolfSheepScenario +import copy +import matplotlib as mpl +import matplotlib.pyplot as plt +import numpy as np +import precice + +min_depth_for_grass = 0.2 + +# Use dx of Raster Model Grid from Soil Creep for solver_dt calculation +dx = 1.0 +fast_creep = 0.1 + +# Initalize Wolf-Sheep-Grass model +wss = WolfSheepScenario( + initial_sheep=20, + initial_wolves=10, + grass=True, + grass_regrowth_time=15 # give grass a fighting chance... +) +ws = WolfSheep(wss) + +ground_cover_cmap = copy.copy(mpl.colormaps["YlGn"]) + +def generate_grass_map(model): + grass_map = np.zeros((model.grid.width, model.grid.height)) + for cell in model.grid: + (x, y) = cell.coordinate + cell_content = cell.agents + for agent in cell_content: + if type(agent) is GrassPatch: + if agent.fully_grown: + grass_map[x][y] = 2 + else: + grass_map[x][y] = 1 + return grass_map + + +def plot_grass_map(grass_map): + plt.imshow(grass_map, interpolation="nearest", cmap=ground_cover_cmap) + plt.colorbar() + +def limit_grass_by_soil(wsg_model, soil, min_soil_depth): + soilmatrix = soil.reshape((wsg_model.width, wsg_model.height)) + for cell in wsg_model.grid: + (x, y) = cell.coordinate + cell_content = cell.agents + if soilmatrix[x][y] < min_soil_depth: + for agent in cell_content: + if type(agent) is GrassPatch: + agent.fully_grown = False + +width = ws.grid.width +height = ws.grid.height + +# preCICE setup +participant_name = "Wolf-Sheep-Grass" +config_file_name = "../precice-config.xml" +solver_process_index = 0 +solver_process_size = 1 +participant = precice.Participant(participant_name, config_file_name, solver_process_index, solver_process_size) + +positions = [[x, y] for x in range(width) for y in range(height)] +vertex_gm_ids = participant.set_mesh_vertices("Wolf-Sheep-Grass-Mesh", positions) +vertex_soil_ids = participant.set_mesh_vertices("Soil-Grass-Mesh", positions) + +soil = np.zeros([width*height]) + +if participant.requires_initial_data(): + gm = generate_grass_map(ws) + participant.write_data("Wolf-Sheep-Grass-Mesh", "Grass", vertex_gm_ids, gm.flatten()) + +participant.initialize() + +while participant.is_coupling_ongoing(): + solver_dt = 0.2 * dx * dx / fast_creep + precice_dt = participant.get_max_time_step_size() + dt = np.minimum(solver_dt, precice_dt) + + soil = participant.read_data("Soil-Grass-Mesh", "Soil", vertex_soil_ids, dt) + + # Update the grass cover + limit_grass_by_soil(ws, soil, min_depth_for_grass) + + # Run the W-S-G model + ws.step() + + gm = generate_grass_map(ws) + participant.write_data("Wolf-Sheep-Grass-Mesh", "Grass", vertex_gm_ids, gm.flatten()) + + participant.advance(dt) + +participant.finalize() From 4ebc7d91d8ce919af9781b22a93a9404cc468d9b Mon Sep 17 00:00:00 2001 From: joargu Date: Mon, 25 May 2026 14:39:11 +0200 Subject: [PATCH 02/22] Update README.md --- wolf-sheep-soil-creep/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/wolf-sheep-soil-creep/README.md b/wolf-sheep-soil-creep/README.md index fed090f16..164b058b6 100644 --- a/wolf-sheep-soil-creep/README.md +++ b/wolf-sheep-soil-creep/README.md @@ -2,7 +2,7 @@ title: Wolf-sheep-grass model with soil creep permalink: tutorials-wolf-sheep-soil-creep.html keywords: MESA, Landlab, wolf-sheep-grass, soil creep, ABM -summary: Example of ABM bi-directional coupling with PDE via preCICE. +summary: Example of bi-directional ABM-PDE coupling via preCICE. --- {% note %} From 4e5da663ae74a5856a84bc11e605d6896c009023 Mon Sep 17 00:00:00 2001 From: joargu Date: Mon, 25 May 2026 14:43:37 +0200 Subject: [PATCH 03/22] Update wolf_sheep_grass.py --- wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py b/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py index 15992e158..5a3d586e6 100644 --- a/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py +++ b/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py @@ -13,7 +13,7 @@ dx = 1.0 fast_creep = 0.1 -# Initalize Wolf-Sheep-Grass model +# Initialize Wolf-Sheep-Grass model wss = WolfSheepScenario( initial_sheep=20, initial_wolves=10, From b03ce4098e4e7587925410c9f3125111870dcf90 Mon Sep 17 00:00:00 2001 From: joargu Date: Mon, 25 May 2026 14:45:42 +0200 Subject: [PATCH 04/22] Update README.md --- wolf-sheep-soil-creep/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/wolf-sheep-soil-creep/README.md b/wolf-sheep-soil-creep/README.md index 164b058b6..3edeca863 100644 --- a/wolf-sheep-soil-creep/README.md +++ b/wolf-sheep-soil-creep/README.md @@ -47,7 +47,7 @@ cd wolf-sheep-grass-mesa ## Post-processing -The Soil-Creep participant generates Python-based visualizations. The following examples were generated by setting rng=42 in wolfSheepScenario for the wolf-sheep-grass participant. +The Soil-Creep participant generates Python-based visualizations. The following examples were generated by setting rng=42 in the WolfSheepScenario for the wolf-sheep-grass participant. ![erosion/deposition patterns](images/tutorials-wolf-sheep-soil-creep-erosion_deposition_patterns.png) ![soil thickness](images/tutorials-wolf-sheep-soil-creep-soil_thickness.png) From e7f6e91c074f2ce5430ba5ff877db914cfe320a6 Mon Sep 17 00:00:00 2001 From: joargu Date: Mon, 25 May 2026 12:57:30 +0000 Subject: [PATCH 05/22] Fix tutorial script permissions --- wolf-sheep-soil-creep/clean-tutorial.sh | 1 + wolf-sheep-soil-creep/soil-creep-landlab/clean.sh | 0 wolf-sheep-soil-creep/soil-creep-landlab/run.sh | 0 wolf-sheep-soil-creep/wolf-sheep-grass-mesa/clean.sh | 0 wolf-sheep-soil-creep/wolf-sheep-grass-mesa/run.sh | 0 5 files changed, 1 insertion(+) create mode 120000 wolf-sheep-soil-creep/clean-tutorial.sh mode change 100644 => 100755 wolf-sheep-soil-creep/soil-creep-landlab/clean.sh mode change 100644 => 100755 wolf-sheep-soil-creep/soil-creep-landlab/run.sh mode change 100644 => 100755 wolf-sheep-soil-creep/wolf-sheep-grass-mesa/clean.sh mode change 100644 => 100755 wolf-sheep-soil-creep/wolf-sheep-grass-mesa/run.sh diff --git a/wolf-sheep-soil-creep/clean-tutorial.sh b/wolf-sheep-soil-creep/clean-tutorial.sh new file mode 120000 index 000000000..4713f5092 --- /dev/null +++ b/wolf-sheep-soil-creep/clean-tutorial.sh @@ -0,0 +1 @@ +../tools/clean-tutorial-base.sh \ No newline at end of file diff --git a/wolf-sheep-soil-creep/soil-creep-landlab/clean.sh b/wolf-sheep-soil-creep/soil-creep-landlab/clean.sh old mode 100644 new mode 100755 diff --git a/wolf-sheep-soil-creep/soil-creep-landlab/run.sh b/wolf-sheep-soil-creep/soil-creep-landlab/run.sh old mode 100644 new mode 100755 diff --git a/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/clean.sh b/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/clean.sh old mode 100644 new mode 100755 diff --git a/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/run.sh b/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/run.sh old mode 100644 new mode 100755 From 89d829b441b408ae5d296158e6559386c32cf23e Mon Sep 17 00:00:00 2001 From: joargu Date: Mon, 25 May 2026 13:06:52 +0000 Subject: [PATCH 06/22] Fix wolf-sheep-soil-creep/soil_creep.py --- wolf-sheep-soil-creep/soil-creep-landlab/soil_creep.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/wolf-sheep-soil-creep/soil-creep-landlab/soil_creep.py b/wolf-sheep-soil-creep/soil-creep-landlab/soil_creep.py index 3ea060d67..264ae00b6 100644 --- a/wolf-sheep-soil-creep/soil-creep-landlab/soil_creep.py +++ b/wolf-sheep-soil-creep/soil-creep-landlab/soil_creep.py @@ -55,8 +55,6 @@ vertex_gm_ids = participant.set_mesh_vertices("Soil-Creep-Mesh", positions) vertex_soil_ids = participant.set_mesh_vertices("Soil-Depth-Mesh", positions) -u = np.zeros([width, height]) - participant.initialize() while participant.is_coupling_ongoing(): From 204dee910a7654c8c743bff4d3dccf3e3234b369 Mon Sep 17 00:00:00 2001 From: Gerasimos Chourdakis Date: Mon, 25 May 2026 20:58:43 +0200 Subject: [PATCH 07/22] Format precice-config.xml --- wolf-sheep-soil-creep/precice-config.xml | 17 ++++++++--------- 1 file changed, 8 insertions(+), 9 deletions(-) diff --git a/wolf-sheep-soil-creep/precice-config.xml b/wolf-sheep-soil-creep/precice-config.xml index 55925dcee..2d988c5ff 100644 --- a/wolf-sheep-soil-creep/precice-config.xml +++ b/wolf-sheep-soil-creep/precice-config.xml @@ -1,13 +1,11 @@ - - @@ -28,7 +26,6 @@ - @@ -45,7 +42,7 @@ - + - - - - + + - From 32c1c5805588c894f600440f4304d21c83ca31c7 Mon Sep 17 00:00:00 2001 From: Gerasimos Chourdakis Date: Mon, 25 May 2026 20:59:01 +0200 Subject: [PATCH 08/22] Format wolf_sheep_grass.py --- .../wolf-sheep-grass-mesa/wolf_sheep_grass.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py b/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py index 5a3d586e6..be70dbcb0 100644 --- a/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py +++ b/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py @@ -24,6 +24,7 @@ ground_cover_cmap = copy.copy(mpl.colormaps["YlGn"]) + def generate_grass_map(model): grass_map = np.zeros((model.grid.width, model.grid.height)) for cell in model.grid: @@ -42,6 +43,7 @@ def plot_grass_map(grass_map): plt.imshow(grass_map, interpolation="nearest", cmap=ground_cover_cmap) plt.colorbar() + def limit_grass_by_soil(wsg_model, soil, min_soil_depth): soilmatrix = soil.reshape((wsg_model.width, wsg_model.height)) for cell in wsg_model.grid: @@ -52,6 +54,7 @@ def limit_grass_by_soil(wsg_model, soil, min_soil_depth): if type(agent) is GrassPatch: agent.fully_grown = False + width = ws.grid.width height = ws.grid.height @@ -66,7 +69,7 @@ def limit_grass_by_soil(wsg_model, soil, min_soil_depth): vertex_gm_ids = participant.set_mesh_vertices("Wolf-Sheep-Grass-Mesh", positions) vertex_soil_ids = participant.set_mesh_vertices("Soil-Grass-Mesh", positions) -soil = np.zeros([width*height]) +soil = np.zeros([width * height]) if participant.requires_initial_data(): gm = generate_grass_map(ws) From 7044e6a6c66237bca9cb26a5e7037b70ec0280d9 Mon Sep 17 00:00:00 2001 From: Gerasimos Chourdakis Date: Mon, 25 May 2026 21:00:23 +0200 Subject: [PATCH 09/22] Fix URL to the tutorial files --- wolf-sheep-soil-creep/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/wolf-sheep-soil-creep/README.md b/wolf-sheep-soil-creep/README.md index 3edeca863..c9f620c2a 100644 --- a/wolf-sheep-soil-creep/README.md +++ b/wolf-sheep-soil-creep/README.md @@ -6,7 +6,7 @@ summary: Example of bi-directional ABM-PDE coupling via preCICE. --- {% note %} -Get the [case files of this tutorial](https://github.com/precice/tutorials/tree/develop/partitioned-pipe-two-phase), as continuously rendered here, or see the [latest released version](https://github.com/precice/tutorials/tree/master/partitioned-pipe-two-phase) (if there is already one). Read how in the [tutorials introduction](https://precice.org/tutorials.html). +Get the [case files of this tutorial](https://github.com/precice/tutorials/tree/develop/wolf-sheep-soil-creep), as continuously rendered here, or see the [latest released version](https://github.com/precice/tutorials/tree/master/wolf-sheep-soil-creep) (if there is already one). Read how in the [tutorials introduction](https://precice.org/tutorials.html). {% endnote %} ## Setup From 7e720a18ba057d3bbe8061c974acfef6b88357c2 Mon Sep 17 00:00:00 2001 From: Gerasimos Chourdakis Date: Mon, 25 May 2026 21:01:58 +0200 Subject: [PATCH 10/22] Add changelog entry --- changelog-entries/793.md | 1 + 1 file changed, 1 insertion(+) create mode 100644 changelog-entries/793.md diff --git a/changelog-entries/793.md b/changelog-entries/793.md new file mode 100644 index 000000000..7dc2bfa6d --- /dev/null +++ b/changelog-entries/793.md @@ -0,0 +1 @@ +- Added the `wolf-sheep-soil-creep` tutorial [#793](https://github.com/precice/tutorials/pull/793) \ No newline at end of file From 6105d28a43fa5f6532120ff8b7fa41f847d095e5 Mon Sep 17 00:00:00 2001 From: joargu Date: Tue, 26 May 2026 20:43:44 +0200 Subject: [PATCH 11/22] Fix plotting --- .../soil-creep-landlab/soil_creep.py | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/wolf-sheep-soil-creep/soil-creep-landlab/soil_creep.py b/wolf-sheep-soil-creep/soil-creep-landlab/soil_creep.py index 264ae00b6..a1998650e 100644 --- a/wolf-sheep-soil-creep/soil-creep-landlab/soil_creep.py +++ b/wolf-sheep-soil-creep/soil-creep-landlab/soil_creep.py @@ -87,6 +87,7 @@ participant.finalize() # Calculate and plot the erosion/deposition patterns +plt.figure() ero_dep = elev - initial_elev maxchange = np.amax(np.abs(ero_dep)) imshow_grid( @@ -97,14 +98,19 @@ cmap="coolwarm_r", colorbar_label="Depth of soil accumulation (+) or loss (-), m", ) -plt.show() +plt.savefig("output/erosion_deposition_patterns.png") +plt.close() # Soil thickness +plt.figure() imshow_grid(rmg, soil, colorbar_label="Soil thickness, m") -plt.show() +plt.savefig("output/soil_thickness.png") +plt.close() # Ground cover +plt.figure() imshow_grid( rmg, gm, cmap=ground_cover_cmap, colorbar_label="Ground cover (1 = bare, 2 = grass)" ) -plt.show() +plt.savefig("output/grass_map.png") +plt.close() From 4aab3b80ea8acc1ea2f1ba85faa5352d0d870013 Mon Sep 17 00:00:00 2001 From: joargu Date: Tue, 26 May 2026 20:45:58 +0200 Subject: [PATCH 12/22] Add output removal --- wolf-sheep-soil-creep/soil-creep-landlab/clean.sh | 2 ++ 1 file changed, 2 insertions(+) diff --git a/wolf-sheep-soil-creep/soil-creep-landlab/clean.sh b/wolf-sheep-soil-creep/soil-creep-landlab/clean.sh index 494c80414..ebce578f2 100755 --- a/wolf-sheep-soil-creep/soil-creep-landlab/clean.sh +++ b/wolf-sheep-soil-creep/soil-creep-landlab/clean.sh @@ -1,6 +1,8 @@ #!/usr/bin/env sh set -e -u +rm -rfv ./output/ + . ../../tools/cleaning-tools.sh clean_precice_logs . From cf96379c063de0699a97a8a38c2aa27814b02f1c Mon Sep 17 00:00:00 2001 From: joargu Date: Tue, 26 May 2026 20:48:06 +0200 Subject: [PATCH 13/22] Add output directory creation --- wolf-sheep-soil-creep/soil-creep-landlab/run.sh | 1 + 1 file changed, 1 insertion(+) diff --git a/wolf-sheep-soil-creep/soil-creep-landlab/run.sh b/wolf-sheep-soil-creep/soil-creep-landlab/run.sh index 396a1d76a..76cec35ac 100755 --- a/wolf-sheep-soil-creep/soil-creep-landlab/run.sh +++ b/wolf-sheep-soil-creep/soil-creep-landlab/run.sh @@ -17,6 +17,7 @@ if [ ! -v PRECICE_TUTORIALS_NO_VENV ]; then fi +mkdir output python3 soil_creep.py close_log From 91722fe49e48c720facc4b52f3c0a32544581fed Mon Sep 17 00:00:00 2001 From: joargu Date: Tue, 26 May 2026 20:56:14 +0200 Subject: [PATCH 14/22] Update keywords Co-authored-by: Benjamin Uekermann --- wolf-sheep-soil-creep/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/wolf-sheep-soil-creep/README.md b/wolf-sheep-soil-creep/README.md index c9f620c2a..962b2a6a3 100644 --- a/wolf-sheep-soil-creep/README.md +++ b/wolf-sheep-soil-creep/README.md @@ -1,7 +1,7 @@ --- title: Wolf-sheep-grass model with soil creep permalink: tutorials-wolf-sheep-soil-creep.html -keywords: MESA, Landlab, wolf-sheep-grass, soil creep, ABM +keywords: MESA, Landlab, wolf-sheep-grass, soil creep, ABM, agent-based modeling summary: Example of bi-directional ABM-PDE coupling via preCICE. --- From 7ab32649e2f65a2ca801173bac6c28e598b4d446 Mon Sep 17 00:00:00 2001 From: joargu Date: Tue, 26 May 2026 20:58:54 +0200 Subject: [PATCH 15/22] Fix typo Co-authored-by: Benjamin Uekermann --- wolf-sheep-soil-creep/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/wolf-sheep-soil-creep/README.md b/wolf-sheep-soil-creep/README.md index 962b2a6a3..fa1300c3b 100644 --- a/wolf-sheep-soil-creep/README.md +++ b/wolf-sheep-soil-creep/README.md @@ -31,7 +31,7 @@ Wolf-Sheep-Grass ABM participant: ## Running the simulation -Open two separate terminals and start the soil creep and wolf sheep participant by calling the respective run scripts `run.sh` located in each of the participants' directory. For example: +Open two separate terminals and start the soil creep and wolf sheep participants by calling the respective run scripts `run.sh` located in each of the participants' directories. For example: ```bash cd soil-creep-landlab From 579f01cd21e683f7fd9dfaec25d502a2e6bab177 Mon Sep 17 00:00:00 2001 From: joargu Date: Wed, 27 May 2026 08:35:26 +0200 Subject: [PATCH 16/22] Add .gitignore --- wolf-sheep-soil-creep/soil-creep-landlab/.gitignore | 1 + 1 file changed, 1 insertion(+) create mode 100644 wolf-sheep-soil-creep/soil-creep-landlab/.gitignore diff --git a/wolf-sheep-soil-creep/soil-creep-landlab/.gitignore b/wolf-sheep-soil-creep/soil-creep-landlab/.gitignore new file mode 100644 index 000000000..ea1472ec1 --- /dev/null +++ b/wolf-sheep-soil-creep/soil-creep-landlab/.gitignore @@ -0,0 +1 @@ +output/ From 606d3cddd3b9a429f65a8f9e4e31006abdd48c65 Mon Sep 17 00:00:00 2001 From: joargu Date: Wed, 27 May 2026 08:41:55 +0200 Subject: [PATCH 17/22] Avoid error when output directory exists Co-authored-by: Gerasimos Chourdakis --- wolf-sheep-soil-creep/soil-creep-landlab/run.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/wolf-sheep-soil-creep/soil-creep-landlab/run.sh b/wolf-sheep-soil-creep/soil-creep-landlab/run.sh index 76cec35ac..14753ac3d 100755 --- a/wolf-sheep-soil-creep/soil-creep-landlab/run.sh +++ b/wolf-sheep-soil-creep/soil-creep-landlab/run.sh @@ -17,7 +17,7 @@ if [ ! -v PRECICE_TUTORIALS_NO_VENV ]; then fi -mkdir output +mkdir -p output python3 soil_creep.py close_log From abcb0b0380e71b4de2ee2612a7d5379fa6a53516 Mon Sep 17 00:00:00 2001 From: joargu Date: Wed, 27 May 2026 22:44:31 +0200 Subject: [PATCH 18/22] Extend README.md --- wolf-sheep-soil-creep/README.md | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/wolf-sheep-soil-creep/README.md b/wolf-sheep-soil-creep/README.md index fa1300c3b..b084c7285 100644 --- a/wolf-sheep-soil-creep/README.md +++ b/wolf-sheep-soil-creep/README.md @@ -11,7 +11,11 @@ Get the [case files of this tutorial](https://github.com/precice/tutorials/tree/ ## Setup -This is an implementation of Landlab's [Wolf-Sheep-Grass Model with Soil Creep](https://landlab.csdms.io/tutorials/agent_based_modeling/wolf_sheep/wolf_sheep_with_soil_creep.html) example, coupled via preCICE. We couple the [Wolf-Sheep model from MESA](https://mesa.readthedocs.io/latest/examples/advanced/wolf_sheep.html) with a soil creep model implemented in Landlab. +This tutorial is based on Landlab's [Wolf-Sheep-Grass Model with Soil Creep](https://landlab.csdms.io/tutorials/agent_based_modeling/wolf_sheep/wolf_sheep_with_soil_creep.html) example, which couples the [Wolf-Sheep model from Mesa](https://mesa.readthedocs.io/latest/examples/advanced/wolf_sheep.html) with a Landlab soil creep model in a single notebook-based workflow. The [source notebook](https://github.com/landlab/landlab/blob/master/docs/source/tutorials/agent_based_modeling/wolf_sheep/wolf_sheep_with_soil_creep.ipynb) is licensed under [MIT](https://landlab.csdms.io/about/license.html). + +The purpose of this tutorial is to demonstrate a simple two-way coupling between an agent-based model (ABM) and a grid-based continuum model via preCICE. The example extends the canonical wolf-sheep-grass ABM with a simple soil-creep feedback on a shared sloping raster grid. When sheep eat grass, the soil beneath the damaged grass becomes more mobile, increasing the local soil transport efficiency and affecting downslope soil transport. The feedback also acts in the other direction: soil thickness affects grass growth by preventing grass from growing where the soil becomes too thin. + +In this implementation, the Mesa wolf-sheep-grass model and the Landlab soil creep model are two separate preCICE participants, exchanging grass cover and soil depth during the simulation. The Mesa participant extracts the current grass map from the wolf-sheep-grass model and sends it to the Landlab participant. The Landlab participant uses this grass map to adapt the soil creep coefficient, evolves the soil thickness, and sends the updated soil depth back to the Mesa participant, where it is used to limit grass growth. This example is intentionally simple and should be understood as a demonstration case for coupling ABM and PDE-style models via preCICE, rather than as a physically calibrated landscape evolution model. ## Configuration @@ -47,7 +51,7 @@ cd wolf-sheep-grass-mesa ## Post-processing -The Soil-Creep participant generates Python-based visualizations. The following examples were generated by setting rng=42 in the WolfSheepScenario for the wolf-sheep-grass participant. +The soil-creep participant generates Python-based visualizations, which are written to `soil-creep-landlab/output`. The following examples were generated by setting `rng=42` in the `WolfSheepScenario` for the wolf-sheep-grass participant. ![erosion/deposition patterns](images/tutorials-wolf-sheep-soil-creep-erosion_deposition_patterns.png) ![soil thickness](images/tutorials-wolf-sheep-soil-creep-soil_thickness.png) From fc4b87bc9a450f4fc6bdaef05a1fcc33f197dbb4 Mon Sep 17 00:00:00 2001 From: joargu Date: Fri, 29 May 2026 21:23:59 +0200 Subject: [PATCH 19/22] Hard-code wolf-sheep-grass solver_dt --- .../wolf-sheep-grass-mesa/wolf_sheep_grass.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py b/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py index be70dbcb0..ed8d5f99d 100644 --- a/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py +++ b/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py @@ -9,9 +9,8 @@ min_depth_for_grass = 0.2 -# Use dx of Raster Model Grid from Soil Creep for solver_dt calculation -dx = 1.0 -fast_creep = 0.1 +# Use the same time step size as the Soil-Creep participant +solver_dt = 0.2 # Initialize Wolf-Sheep-Grass model wss = WolfSheepScenario( @@ -78,7 +77,6 @@ def limit_grass_by_soil(wsg_model, soil, min_soil_depth): participant.initialize() while participant.is_coupling_ongoing(): - solver_dt = 0.2 * dx * dx / fast_creep precice_dt = participant.get_max_time_step_size() dt = np.minimum(solver_dt, precice_dt) From febe69ce6cf24d8aae591b56d8729e08c68cdc1c Mon Sep 17 00:00:00 2001 From: joargu Date: Sat, 30 May 2026 12:07:38 +0200 Subject: [PATCH 20/22] Update solver_dt --- wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py b/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py index ed8d5f99d..4d351582f 100644 --- a/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py +++ b/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py @@ -10,7 +10,7 @@ min_depth_for_grass = 0.2 # Use the same time step size as the Soil-Creep participant -solver_dt = 0.2 +solver_dt = 2.0 # Initialize Wolf-Sheep-Grass model wss = WolfSheepScenario( From 48d531b04a81f127b6f7757a23e126ce78636794 Mon Sep 17 00:00:00 2001 From: joargu Date: Sat, 30 May 2026 13:42:19 +0200 Subject: [PATCH 21/22] Add comments to soil_creep.py --- .../soil-creep-landlab/soil_creep.py | 14 ++++++++++---- 1 file changed, 10 insertions(+), 4 deletions(-) diff --git a/wolf-sheep-soil-creep/soil-creep-landlab/soil_creep.py b/wolf-sheep-soil-creep/soil-creep-landlab/soil_creep.py index a1998650e..2f17e3830 100644 --- a/wolf-sheep-soil-creep/soil-creep-landlab/soil_creep.py +++ b/wolf-sheep-soil-creep/soil-creep-landlab/soil_creep.py @@ -7,7 +7,11 @@ import precice initial_soil_depth = 0.3 + +# Set the soil-thickness scale for limiting creep where little soil is available hstar = 0.2 + +# Set parameters for two soil creep coefficients: slow (full grass cover) and fast (partial or "eaten" grass cover) fast_creep = 0.1 slow_creep = 0.001 @@ -33,8 +37,7 @@ # Also remember the elevation of the prior time step, so we can difference prior_elev = np.zeros(rmg.number_of_nodes) -# Create a field for the creep coefficient, and set parameters for two -# rates: slow (full grass cover) and fast (partial or "eaten" grass cover) +# Create a field for the creep coefficient creep_coef = rmg.add_zeros("creep_coefficient", at="node") # Create a soil-thickness field @@ -70,11 +73,14 @@ creep_coef[gm.flatten() == 1] = fast_creep creep_coef[gm.flatten() == 2] = slow_creep - # Adjust the creep coefficient to account for soil depth + # Limit the creep coefficient according to the soil-thickness field, so absent soil cannot move. creep_coef *= 1.0 - np.exp(-soil / hstar) - # Run the soil-creep model + # Remember the current elevation before LinearDiffuser updates the grid's + # topographic__elevation field in place. prior_elev[:] = elev + + # Run the soil-creep model diffuser.run_one_step(dt) # Update the soil cover From 08d993d3b37e727cf80732aa3cb4eb4cdd14dca3 Mon Sep 17 00:00:00 2001 From: joargu Date: Sat, 30 May 2026 14:00:26 +0200 Subject: [PATCH 22/22] Hard-code seed for reproducible results --- .../wolf-sheep-grass-mesa/wolf_sheep_grass.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py b/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py index 4d351582f..54b267e4e 100644 --- a/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py +++ b/wolf-sheep-soil-creep/wolf-sheep-grass-mesa/wolf_sheep_grass.py @@ -17,7 +17,8 @@ initial_sheep=20, initial_wolves=10, grass=True, - grass_regrowth_time=15 # give grass a fighting chance... + grass_regrowth_time=15, # give grass a fighting chance... + rng=42, # fixed seed for reproducible results ) ws = WolfSheep(wss)