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z5i7Q`?>@Hw)9JRPaOzB=s(O$kv@{>B)8U>aR7qRy!@|~=Ume|XTv>S#aT()e9iv#o z*6ANVel&Wg$#Lk6-Ai4bUrj0zV3;Y=7KU8a#Lk;^nM_=g*kSG)4kkrW7lO0)x0zOW z=3)v`0^T5#Wi4_{q`zAR)`QSy_Cf<;F9wa&_flA`pep~^To!vigc_9Pd4G3Qdb`Id zc;z8}{GUI6&h?{E`}CL=MTl_c=Rd<*_YCV-A$RCWRr6O)^h_6!(v3a6_{@hpt5?q` z*R<9ZlJuAnsyZ|=w@pLKs_hAG>XqEx{&Se6th7Qn-NQc_3%Kc4u@@UazNJv04IY~G zbiH5*4zTX6yti&2xfr%mjU-i^JNG{We&_#On}`2}`~^%1{XcSmUe?f2&r`kq=zjn)82;q| From 5ac87cc24ddbec0111fd24e93105eb2387d679fb Mon Sep 17 00:00:00 2001 From: Jordan Landers Date: Wed, 24 Jun 2026 13:31:43 -0700 Subject: [PATCH 2/4] update _quarto.yml to include bistable_melcher --- docs/_quarto.yml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/docs/_quarto.yml b/docs/_quarto.yml index 9038e81..bd7623f 100644 --- a/docs/_quarto.yml +++ b/docs/_quarto.yml @@ -123,6 +123,8 @@ website: href: notebooks/model_demos/g24.ipynb - text: "Stommel" href: notebooks/model_demos/stommel.ipynb + - text: "Melcher 2025, Bistable" + href: notebooks/model_demos/bistable_melcher.ipynb - section: Attractors contents: - text: "Roessler" @@ -238,6 +240,7 @@ quartodoc: - Stocker2003BipolarSeesaw - Stocker2003ExtendedSeaIceSeesaw - Stommel + - BistableMelcherModel - title: Utils From 23b349186f2c3c6bcc722d012d4814a0986e5e06 Mon Sep 17 00:00:00 2001 From: Jordan Landers Date: Wed, 24 Jun 2026 13:32:14 -0700 Subject: [PATCH 3/4] formatting fix code block in bistable_melcher model --- .../model_critters/bistable_melcher.py | 133 ++++++++---------- 1 file changed, 58 insertions(+), 75 deletions(-) diff --git a/climatecritters/model_critters/bistable_melcher.py b/climatecritters/model_critters/bistable_melcher.py index e95bbe5..35e69c5 100644 --- a/climatecritters/model_critters/bistable_melcher.py +++ b/climatecritters/model_critters/bistable_melcher.py @@ -116,84 +116,67 @@ class BistableMelcherModel(CCModel): Examples -------- - **Generate a synthetic DO record and inspect states** - - .. code-block:: python - - import numpy as np - from climatecritters.model_critters.bistable_melcher import ( - BistableMelcherModel, classify_bistable_states - ) - - model = BistableMelcherModel(sigma=0.2, gamma=1.5, alpha=-0.4) - output = model.integrate( - t_span=(0, 599.88), y0=[1.0, 0.0], - method='heun_maruyama', dt=0.012, - kwargs={'random_seed': 42, 'si': 0.12}, - ) - - # Δb time series as a pyleoclim Series — ready to plot or analyse - ts = output.to_pyleo('db') - ts.plot() - - # Stadial/interstadial classification is computed automatically - states = output.diagnostic_variables['states'] # 1 = cold, 0 = warm - print('stadial threshold:', model.stadial_threshold) - print('interstadial threshold:', model.interstadial_threshold) - - # Count DO events (interstadial onsets) - n_events = int(np.sum(np.diff(states) == -1)) - print('number of DO events:', n_events) - - **Inspect all parameters interactively** - - .. code-block:: python - - model.doc('parameters') # pretty-prints names, current values, descriptions - - **Time-varying forcing** (e.g. a slow CO2 ramp across a glacial cycle) - - .. code-block:: python - - import numpy as np - from climatecritters.model_critters.bistable_melcher import BistableMelcherModel - - t_arr = np.linspace(0, 599.88, 5000) - gamma_ramp = np.linspace(0.8, 3.2, 5000) # γ increases over time - - model = BistableMelcherModel( - sigma=0.2, - gamma=lambda t: float(np.interp(t, t_arr, gamma_ramp)), - alpha=0.0, - ) - output = model.integrate( - t_span=(t_arr[0], t_arr[-1]), y0=[1.0, 0.0], - method='heun_maruyama', dt=0.012, - kwargs={'random_seed': 0, 'si': 0.12}, - ) - ts = output.to_pyleo('db') - - **Reclassify after adding proxy noise** - - .. code-block:: python - - import numpy as np - from climatecritters.model_critters.bistable_melcher import classify_bistable_states - - noisy_db = ts.value + np.random.default_rng(7).normal(0, 0.1, len(ts.value)) - states_noisy = classify_bistable_states(noisy_db, alpha=-0.4) - - **Sensitivity to calibration constants** - - .. code-block:: python - - model = BistableMelcherModel(b0=0.6, q0=-8.5, q1=11.0, tau=0.95) - model.doc('parameters') # verify the new values are registered + Generate a synthetic DO record and inspect states + + ```python + import numpy as np + import matplotlib.pyplot as plt + from climatecritters.model_critters.bistable_melcher import ( + BistableMelcherModel, classify_bistable_states + ) + + model = BistableMelcherModel(sigma=0.2, gamma=1.5, alpha=-0.4) + output = model.integrate( + t_span=(0, 599.88), y0=[1.0, 0.0], + method='heun_maruyama', dt=0.012, + kwargs={'random_seed': 42, 'si': 0.12}, + ) + + # Δb time series as a pyleoclim Series — ready to plot or analyse + ts = output.to_pyleo('db') + ts.plot() + plt.savefig('docs/reference/figures/BistableMelcher_example.png', + dpi=150, bbox_inches='tight') + + # Stadial/interstadial classification is computed automatically + states = output.diagnostic_variables['states'] # 1 = cold, 0 = warm + print('stadial threshold:', model.stadial_threshold) + print('interstadial threshold:', model.interstadial_threshold) + + # Count DO events (interstadial onsets) + n_events = int(np.sum(np.diff(states) == -1)) + print('number of DO events:', n_events) + ``` + + Add a time-varying forcing (e.g. a slow CO2 ramp across a glacial cycle): + + ```python + import numpy as np + import matplotlib.pyplot as plt + from climatecritters.model_critters.bistable_melcher import BistableMelcherModel + + t_arr = np.linspace(0, 599.88, 5000) + gamma_ramp = np.linspace(0.8, 3.2, 5000) # γ increases over time + + model = BistableMelcherModel( + sigma=0.2, + gamma=lambda t: float(np.interp(t, t_arr, gamma_ramp)), + alpha=0.0, + ) + output = model.integrate( + t_span=(t_arr[0], t_arr[-1]), y0=[1.0, 0.0], + method='heun_maruyama', dt=0.012, + kwargs={'random_seed': 0, 'si': 0.12}, + ) + ts = output.to_pyleo('db') + ts.plot() + plt.savefig('docs/reference/figures/BistableMelcher_ramp_example.png', + dpi=150, bbox_inches='tight') + ``` References ---------- - Melcher et al. (2025), Clim. Past, 21, 115-132. - https://cp.copernicus.org/articles/21/115/2025/ + Melcher et al. (2025), Clim. Past, 21, 115-132. https://cp.copernicus.org/articles/21/115/2025/ """ uses_post_history = True From 1e1844ae545ce92c5522c24c82431a1a67027fe6 Mon Sep 17 00:00:00 2001 From: Jordan Landers Date: Wed, 24 Jun 2026 13:32:20 -0700 Subject: [PATCH 4/4] Update objects.txt --- docs/objects.txt | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/docs/objects.txt b/docs/objects.txt index d6cce64..76305c6 100644 --- a/docs/objects.txt +++ b/docs/objects.txt @@ -183,6 +183,16 @@ climatecritters.Stocker2003ExtendedSeaIceSeesaw py:class 1 api/Stocker2003Extend climatecritters.model_critters.stocker2003_bipolar_seesaw.Stocker2003ExtendedSeaIceSeesaw py:class 1 api/Stocker2003ExtendedSeaIceSeesaw.html#climatecritters.Stocker2003ExtendedSeaIceSeesaw climatecritters.Stocker2003ExtendedSeaIceSeesaw climatecritters.Stommel py:class 1 api/Stommel.html#climatecritters.Stommel - climatecritters.model_critters.stommel.Stommel py:class 1 api/Stommel.html#climatecritters.Stommel climatecritters.Stommel +climatecritters.BistableMelcherModel.compute_stability_thresholds py:function 1 api/BistableMelcherModel.html#climatecritters.BistableMelcherModel.compute_stability_thresholds - +climatecritters.model_critters.bistable_melcher.BistableMelcherModel.compute_stability_thresholds py:function 1 api/BistableMelcherModel.html#climatecritters.BistableMelcherModel.compute_stability_thresholds climatecritters.BistableMelcherModel.compute_stability_thresholds +climatecritters.BistableMelcherModel.dydt py:function 1 api/BistableMelcherModel.html#climatecritters.BistableMelcherModel.dydt - +climatecritters.model_critters.bistable_melcher.BistableMelcherModel.dydt py:function 1 api/BistableMelcherModel.html#climatecritters.BistableMelcherModel.dydt climatecritters.BistableMelcherModel.dydt +climatecritters.BistableMelcherModel.populate_diagnostics_from_history py:function 1 api/BistableMelcherModel.html#climatecritters.BistableMelcherModel.populate_diagnostics_from_history - +climatecritters.model_critters.bistable_melcher.BistableMelcherModel.populate_diagnostics_from_history py:function 1 api/BistableMelcherModel.html#climatecritters.BistableMelcherModel.populate_diagnostics_from_history climatecritters.BistableMelcherModel.populate_diagnostics_from_history +climatecritters.BistableMelcherModel.sde_noise py:function 1 api/BistableMelcherModel.html#climatecritters.BistableMelcherModel.sde_noise - +climatecritters.model_critters.bistable_melcher.BistableMelcherModel.sde_noise py:function 1 api/BistableMelcherModel.html#climatecritters.BistableMelcherModel.sde_noise climatecritters.BistableMelcherModel.sde_noise +climatecritters.BistableMelcherModel py:class 1 api/BistableMelcherModel.html#climatecritters.BistableMelcherModel - +climatecritters.model_critters.bistable_melcher.BistableMelcherModel py:class 1 api/BistableMelcherModel.html#climatecritters.BistableMelcherModel climatecritters.BistableMelcherModel climatecritters.utils.noise.from_series py:function 1 api/utils.noise.from_series.html#climatecritters.utils.noise.from_series - climatecritters.utils.noise.from_param py:function 1 api/utils.noise.from_param.html#climatecritters.utils.noise.from_param - climatecritters.utils.resample.downsample py:function 1 api/utils.resample.downsample.html#climatecritters.utils.resample.downsample -