From abe05f7a2150653515a1fda7680ef7cf8c146391 Mon Sep 17 00:00:00 2001 From: jtgasparik Date: Tue, 14 Jul 2026 16:51:39 -0400 Subject: [PATCH 1/4] added function to calcualte normalized irradiance, added curve to plot --- pysp2/util/normalized_derivative_method.py | 145 +++++++++++++++------ tests/test_ndm.py | 11 +- 2 files changed, 113 insertions(+), 43 deletions(-) diff --git a/pysp2/util/normalized_derivative_method.py b/pysp2/util/normalized_derivative_method.py index 3c2d140..422233c 100644 --- a/pysp2/util/normalized_derivative_method.py +++ b/pysp2/util/normalized_derivative_method.py @@ -966,6 +966,84 @@ def compute_sigma_moteki_kondo( ) return out +def compute_normalized_incident_irradiance_moteki_kondo( + sigma_out: xr.Dataset, + *, + t_vals: Optional[Union[np.ndarray, xr.DataArray]] = None, + sample_dim: str = "time", +) -> xr.DataArray: + """ + Compute the normalized incident irradiance I(t)/I0 using the Moteki & Kondo + Gaussian beam model: + + I(t) / I0 = exp(-(t - tau_best)^2 / (2 * sigma_hat^2)) [Eq. (1)] + + Parameters + ---------- + sigma_out : xr.Dataset + Output from compute_sigma_moteki_kondo(...). Must contain at least: + - sigma_hat + - tau_best + and ideally fit_start / fit_stop. + h : float, optional + Sampling interval. Required if `t` is not provided. + t : array-like, optional + Explicit time axis to evaluate on. If provided, this is used directly. + n_samples : int, optional + If `t` is not provided, use this many samples starting at 0 with spacing `h`. + If omitted, and `fit_start` / `fit_stop` are present in sigma_out, the function + evaluates only over the fitted window [fit_start, fit_stop). + sample_dim : str, default "sample" + Name of the returned sample dimension. + + Returns + ------- + xr.DataArray + Normalized incident irradiance I/I0 evaluated on the chosen time axis. + """ + if "sigma_hat" not in sigma_out: + raise ValueError("sigma_out must contain 'sigma_hat'.") + if "tau_best" not in sigma_out: + raise ValueError("sigma_out must contain 'tau_best'.") + + sigma_hat = float(np.asarray(sigma_out["sigma_hat"].values)) + tau_best = float(np.asarray(sigma_out["tau_best"].values)) + + if not np.isfinite(sigma_hat) or sigma_hat <= 0: + raise ValueError(f"Invalid sigma_hat={sigma_hat}.") + if not np.isfinite(tau_best): + raise ValueError(f"Invalid tau_best={tau_best}.") + + # Default SP2 waveform time axis: + # 100 samples spanning 0–39.6 µs at 0.4 µs spacing. + if t_vals is None: + t_vals = np.arange(0.0, 40.0, 0.4) + else: + t_vals = np.asarray( + t_vals.data if isinstance(t_vals, xr.DataArray) else t_vals, + dtype=float, + ) + + if t_vals.ndim != 1: + raise ValueError("t_vals must be one-dimensional.") + + # Moteki & Kondo Eq. (1): normalized irradiance profile. + i_norm = np.exp(-((t_vals - tau_best) ** 2) / (2.0 * sigma_hat ** 2)) + + out = xr.DataArray( + i_norm, + dims=(sample_dim,), + coords={sample_dim: t_vals}, + name="I_over_I0", + attrs={ + "long_name": "Normalized incident irradiance I/I0", + "description": "Gaussian incident irradiance normalized by its peak I0", + "tau_best": tau_best, + "sigma_hat": sigma_hat, + }, + ) + return out + def plot_incident_irradiance( S: xr.Dataset, ds: xr.Dataset, @@ -981,38 +1059,8 @@ def plot_incident_irradiance( ): """ Plot normalized derivative S'(t)/S(t), expected I'(t)/I(t), and optionally - the scattering signal, all against the same bins-based time axis. - - Parameters - ---------- - S : xr.Dataset - Original scattering signal dataset. - ds : xr.Dataset - Dataset containing the normalized derivative. - record_no : int - Event index to plot. - chn : int - Channel number (0 or 4). - plot_scattering_signal : bool - If True, overlay the scattering signal on a secondary y-axis. - sigma_ds : xr.Dataset, optional - Output of compute_sigma_moteki_kondo(). If provided, tau/sigma are - taken from sigma_ds["tau_best"] and sigma_ds["sigma_hat"]. - tau : float, optional - Beam-center time in seconds. - sigma : float, optional - Gaussian width in seconds. - h : float - Sampling interval in seconds. - time_units : {"us", "s"} - Units for the x-axis. - show_fit_window : bool - If True, shade the fitted leading-edge window when available. - - Returns - ------- - ax : matplotlib Axes - Primary axes object. + the scattering signal and normalized incident irradiance, all against the + same bins-based time axis. """ if chn not in [0, 4]: raise ValueError("Channel number must be 0 or 4.") @@ -1068,15 +1116,18 @@ def plot_incident_irradiance( # Expected I'/I line from Moteki & Kondo. i_ratio_expected = -(t_plot - tau_plot) / (sigma_plot ** 2) + # Normalized incident irradiance I(t)/I0 from Eq. (1). + i_norm = np.exp(-((t_plot - tau_plot) ** 2) / (2.0 * sigma_plot ** 2)) + plt.rcParams["font.family"] = "Times New Roman" - plt.rcParams["mathtext.fontset"] = "stix" + plt.rcParams["mathtext.fontset"] = "stix" fig, ax = plt.subplots(figsize=(10, 6)) # Normalized derivative. line1, = ax.plot( t_plot, - y_norm, # Scale for visibility - 'o', + y_norm, + "o", color="blue", label=f"{ch_name} (Normalized dS/dt)", linewidth=1.2, @@ -1095,8 +1146,10 @@ def plot_incident_irradiance( ax.set_xlabel(x_label) ax.set_ylim(-1.0, 1.0) ax.set_xlim(t_plot[10], t_plot[-30]) - ax.set_ylabel(r"Normalized Derivative ($\rm \mu s^{-1}$)", - color="blue") + ax.set_ylabel( + r"Normalized Derivative ($\rm \mu s^{-1}$)", + color="blue", + ) ax.grid(True, alpha=0.3) ax.tick_params(axis="y", colors="blue") @@ -1116,7 +1169,7 @@ def plot_incident_irradiance( label="Fit window", ) - # Optional scattering signal overlay. + # Optional scattering signal overlay + normalized incident irradiance on the right axis. if plot_scattering_signal: ax2 = ax.twinx() y_scatter_shifted = y_scatter - np.nanmin(y_scatter) @@ -1129,9 +1182,19 @@ def plot_incident_irradiance( linewidth=1.2, label=f"{ch_name} (Scattering Signal)", ) - ax2.set_ylabel("Scattering Signal (baseline shifted)") - lines = [line1,line2, line3] + line4, = ax2.plot( + t_plot, + i_norm, + color="red", + linestyle="-", + linewidth=2.0, + label=r"Normalized incident irradiance $I(t)/I_0$", + ) + + ax2.set_ylabel("Scattering Signal (baseline shifted) / $I/I_0$") + + lines = [line1, line2, line3, line4] labels = [l.get_label() for l in lines] ax.legend(lines, labels, loc="best", fontsize=10) else: @@ -1140,7 +1203,7 @@ def plot_incident_irradiance( ax.set_title( f"Normalized Derivative, Expected I'(t)/I(t), and Scattering Signal - " f"Channel {chn} Record {record_no}", - pad=20, # increase space between title and plot + pad=20, ) return ax \ No newline at end of file diff --git a/tests/test_ndm.py b/tests/test_ndm.py index 00c830f..a97b6d7 100644 --- a/tests/test_ndm.py +++ b/tests/test_ndm.py @@ -3,7 +3,7 @@ np.set_printoptions(threshold=np.inf) from pysp2.util.normalized_derivative_method import MLEConfig, mle_tau_moteki_kondo, compute_d2_moteki_kondo -from pysp2.util.normalized_derivative_method import compute_sigma_moteki_kondo +from pysp2.util.normalized_derivative_method import compute_sigma_moteki_kondo, compute_normalized_incident_irradiance_moteki_kondo event=152 my_sp2b = pysp2.io.read_sp2(pysp2.testing.EXAMPLE_SP2B_PSL, arm_convention=False) my_ini = pysp2.io.read_config(pysp2.testing.EXAMPLE_INI_PSL) @@ -96,9 +96,16 @@ def test_ndm_moteki_kondo(): # example: use the best sigma value from your analysis, divided by 4.29193 to convert FWTM value of # 18.51*np.sqrt(np.log(10)/np.log(2)) to sigma where 18.51 is the average FWHM in us sigma_best = (33.7366*0.4)/4.29193 + print(sigma_ds['sigma_hat'].values) np.testing.assert_allclose( sigma_ds['sigma_hat'].values, sigma_best, atol=0.12, # absolute tolerance = 1.5 microseconds - ) \ No newline at end of file + ) + + I_norm = compute_normalized_incident_irradiance_moteki_kondo( + sigma_out=sigma_ds, + ) + + print(I_norm) \ No newline at end of file From f47a3940c41841147e9c5c0fe677812a8e40f0be Mon Sep 17 00:00:00 2001 From: jtgasparik Date: Wed, 15 Jul 2026 15:11:27 -0400 Subject: [PATCH 2/4] added normalized irradiance to plot --- .../test_plot_incident_irradiance.png | Bin 86191 -> 95930 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/tests/baseline/test_plot_incident_irradiance.png b/tests/baseline/test_plot_incident_irradiance.png index bbe653f658073bb8434e3417b5de0fdd181921ad..d0ca7b5ad9fcd32b198223b6b1ae3dcd04b18d5a 100644 GIT binary patch literal 95930 zcmd3OWms2R_bpf$Ac{z-pdcuSC{oe}QW8=U(%nc%D50W&N+_k$N+ThqGzK9cASEEB zbV&))aK}F9egDtBpYF$deIAcTgx}tKt-0nLW6Ux4qiYIM6uTLAlaP>5$Vf{llaOp3 zB_Y|Ov2zE$GRydt6@ToyDXr;9LPBXk{3cBiPqrW-B_WZKxTxwHHQD3hEon1HZ?p+c#`3Q-r?!rQkRp-Yei~Jkwi+YojlP`o_Y}1DCY;Jfs 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f80987c98f7019de1b25e45ed0dbab02098f4fcc Mon Sep 17 00:00:00 2001 From: jtgasparik Date: Wed, 15 Jul 2026 15:23:57 -0400 Subject: [PATCH 3/4] tests added --- pysp2/util/normalized_derivative_method.py | 6 ++++-- .../test_plot_incident_irradiance.png | Bin 95930 -> 95891 bytes tests/test_ndm.py | 19 ++++++++++++++---- tests/test_vis.py | 2 ++ 4 files changed, 21 insertions(+), 6 deletions(-) diff --git a/pysp2/util/normalized_derivative_method.py b/pysp2/util/normalized_derivative_method.py index 422233c..6d057ee 100644 --- a/pysp2/util/normalized_derivative_method.py +++ b/pysp2/util/normalized_derivative_method.py @@ -1183,11 +1183,13 @@ def plot_incident_irradiance( label=f"{ch_name} (Scattering Signal)", ) + # TODO multiplying by the max of the scattering signal will not work + # for evaporative particles line4, = ax2.plot( t_plot, - i_norm, + i_norm * np.nanmax(y_scatter_shifted), color="red", - linestyle="-", + linestyle="--", linewidth=2.0, label=r"Normalized incident irradiance 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np.testing.assert_allclose( tau_best, tau_val_true, - atol=0.3, # absolute tolerance = 5e-7 + atol=0.3, # absolute tolerance = 0.3 microseconds ) sigma_ds = compute_sigma_moteki_kondo( @@ -94,9 +94,8 @@ def test_ndm_moteki_kondo(): ) # example: use the best sigma value from your analysis, divided by 4.29193 to convert FWTM value of - # 18.51*np.sqrt(np.log(10)/np.log(2)) to sigma where 18.51 is the average FWHM in us + # 18.51*np.sqrt(np.log(10)/np.log(2)) to sigma where 33.7366 is the average FWHM in us sigma_best = (33.7366*0.4)/4.29193 - print(sigma_ds['sigma_hat'].values) np.testing.assert_allclose( sigma_ds['sigma_hat'].values, @@ -104,8 +103,20 @@ def test_ndm_moteki_kondo(): atol=0.12, # absolute tolerance = 1.5 microseconds ) + # Test the normalized irradiance function I_norm = compute_normalized_incident_irradiance_moteki_kondo( sigma_out=sigma_ds, ) - print(I_norm) \ No newline at end of file + y_scatter_background_shifted = ( + my_binary['Data_ch0'].isel(event_index=event).values - + np.nanmin(my_binary['Data_ch0'].isel(event_index=event).values) + ) + + # test for peak area only + for i in range(15,75): + np.testing.assert_allclose( + (I_norm * np.nanmax(y_scatter_background_shifted))[i], + y_scatter_background_shifted[i], + atol=4500, # absolute tolerance ~ 10% of the max scattering signal value + ) \ No newline at end of file diff --git a/tests/test_vis.py b/tests/test_vis.py index 9c1c180..d5c1597 100644 --- a/tests/test_vis.py +++ b/tests/test_vis.py @@ -15,6 +15,7 @@ my_sp2b = pysp2.io.read_sp2(pysp2.testing.EXAMPLE_SP2B_PSL, arm_convention=False) my_ini = pysp2.io.read_config(pysp2.testing.EXAMPLE_INI_PSL) +#event = 213 event = 152 @pytest.mark.mpl_image_compare(tolerance=10) @@ -100,6 +101,7 @@ def test_plot_incident_irradiance(): sigma_ds=sigma_ds, time_units="us", ) + fig = ax.figure return fig \ No newline at end of file From fe61a49744e555c3a93cde3e6557f6ed40c31d3b Mon Sep 17 00:00:00 2001 From: Bobby Jackson Date: Wed, 15 Jul 2026 15:43:00 -0500 Subject: [PATCH 4/4] Potential fix for pull request finding Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> --- pysp2/util/normalized_derivative_method.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pysp2/util/normalized_derivative_method.py b/pysp2/util/normalized_derivative_method.py index 6d057ee..a2bd512 100644 --- a/pysp2/util/normalized_derivative_method.py +++ b/pysp2/util/normalized_derivative_method.py @@ -993,7 +993,7 @@ def compute_normalized_incident_irradiance_moteki_kondo( If `t` is not provided, use this many samples starting at 0 with spacing `h`. If omitted, and `fit_start` / `fit_stop` are present in sigma_out, the function evaluates only over the fitted window [fit_start, fit_stop). - sample_dim : str, default "sample" + sample_dim : str, default "time" Name of the returned sample dimension. Returns