From d8fac24a3b885a796e18a6a39953bd5921a1b9ef Mon Sep 17 00:00:00 2001 From: jtgasparik Date: Thu, 10 Sep 2026 14:43:51 -0400 Subject: [PATCH 1/3] fixes to d2 implimented --- pysp2/util/normalized_derivative_method.py | 10 ++++++--- tests/baseline/test_plot_d2.png | Bin 40505 -> 39750 bytes .../test_plot_incident_irradiance.png | Bin 94693 -> 95354 bytes .../test_plot_scattering_cross_section.png | Bin 35990 -> 35950 bytes tests/test_ndm.py | 19 ++++++++++------ tests/test_vis.py | 21 ++++++++++-------- 6 files changed, 31 insertions(+), 19 deletions(-) diff --git a/pysp2/util/normalized_derivative_method.py b/pysp2/util/normalized_derivative_method.py index fe4c107..f818866 100644 --- a/pysp2/util/normalized_derivative_method.py +++ b/pysp2/util/normalized_derivative_method.py @@ -331,6 +331,10 @@ def _to_dataarray( raise TypeError(f"{name} must be an xarray DataArray or Dataset.") +def _baseline_to_zero(s_event: np.ndarray) -> np.ndarray: + """Shift one event's signal so its minimum is 0, matching central_difference's baseline_to_zero.""" + return s_event - np.nanmin(s_event) + def _moteki_kondo_subset_statistics( yk: np.ndarray, sk: np.ndarray, @@ -564,7 +568,7 @@ def _tau_hat_for_one_event(s_event, y_event): return tau_hat # Extract event - s_event = S_std.sel({event_dim: event_index}).values + s_event = _baseline_to_zero(S_std.sel({event_dim: event_index}).values) y_event = y_std.sel({event_dim: event_index}).values tau_hat_1d = _tau_hat_for_one_event(s_event, y_event) @@ -706,7 +710,7 @@ def compute_d2_moteki_kondo( # This should match the time axis used in mle_tau_moteki_kondo. t = np.arange(n_samples) * h - s_event = S_std.sel({event_dim: event_index}).values + s_event = _baseline_to_zero(S_std.sel({event_dim: event_index}).values) y_event = y_std.sel({event_dim: event_index}).values d2_vals = np.full(k_values.size, np.nan) @@ -875,7 +879,7 @@ def compute_sigma_moteki_kondo( t = np.arange(n_samples, dtype=float) * h # Select the requested event. - s_event = np.asarray(S_std.sel({event_dim: event_index}).values, dtype=float) + s_event = _baseline_to_zero(np.asarray(S_std.sel({event_dim: event_index}).values, dtype=float)) y_event = np.asarray(y_std.sel({event_dim: event_index}).values, dtype=float) if not (np.all(np.isfinite(s_event)) and np.all(np.isfinite(y_event))): diff --git a/tests/baseline/test_plot_d2.png b/tests/baseline/test_plot_d2.png index d2d9aba6433aeb675404270cf2c0053ada0a1250..21bf04263f81bf3391d9b3b9b463e061aba7dd64 100644 GIT binary patch literal 39750 zcmbTe1z1&E7d3ni-3W>(sicI2f~celQVI$PNSA^j($Xa&AS$7hQVNKOluFkDq@)By zq`SN05dYlZE$@B5?|Xiq_ul(T?6ddUYtA|57-O!0Yf7@@By=Pw6pCD4PFe+p!W~DU z(91*w@RjrvgeT!Y#MW{*?NBI6L*yUyJIUlbDAdb!dFcykPSMjn&YEftSb}+1JZZcy zV9K%jwQ)B2P$}vCKabzX+oON| z|1anm|GhtQG-u-vQtkaoK@r-s?Ej(Z_fp#b$wVB6Zvp#1s^*1ze*Y&!NUWte_kU6a zO)>uKn%tN_FN*(vx@gjBmsRQOtFO+?FE2}H=oJUQeEHs9URwIT&;Iqpz9uO~WV&tG ze$dIMp8An?NkxTP&tv0OQXLD+NBZ;fp=?Qk$B<87*;woIwAoy~qn567lu~^8z>g0% 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""" @@ -568,7 +571,9 @@ def _tau_hat_for_one_event(s_event, y_event): return tau_hat # Extract event - s_event = _baseline_to_zero(S_std.sel({event_dim: event_index}).values) + s_event = S_std.sel({event_dim: event_index}).values + if baseline_to_zero: + s_event = _baseline_to_zero(s_event) y_event = y_std.sel({event_dim: event_index}).values tau_hat_1d = _tau_hat_for_one_event(s_event, y_event) @@ -595,6 +600,7 @@ def compute_d2_moteki_kondo( y_sample_dim: Optional[str] = None, min_start=15, width_metric="fwhm", + baseline_to_zero: bool = True, config: Optional[MLEConfig] = None, ) -> xr.DataArray: """ @@ -628,6 +634,8 @@ def compute_d2_moteki_kondo( Minimum allowed start index to exclude unusable early samples. width_metric : str "fwhm" or "fwtm" for defining peak width. + baseline_to_zero : bool + If True, shift the selected scattering signal so its minimum is zero. config : MLEConfig Calibration / noise / grid settings. @@ -710,7 +718,9 @@ def compute_d2_moteki_kondo( # This should match the time axis used in mle_tau_moteki_kondo. t = np.arange(n_samples) * h - s_event = _baseline_to_zero(S_std.sel({event_dim: event_index}).values) + s_event = S_std.sel({event_dim: event_index}).values + if baseline_to_zero: + s_event = _baseline_to_zero(s_event) y_event = y_std.sel({event_dim: event_index}).values d2_vals = np.full(k_values.size, np.nan) @@ -756,6 +766,7 @@ def compute_sigma_moteki_kondo( min_start: int = 15, width_metric: str = "fwhm", d2_threshold: float = 20.0, + baseline_to_zero: bool = True, config: Optional[MLEConfig] = None, ) -> xr.Dataset: """ @@ -772,9 +783,14 @@ def compute_sigma_moteki_kondo( Notes ----- - The paper applies the sigma estimate after requiring d²(kbest) < 200000. - For consistency, this function returns sigma_hat = NaN when the threshold - is not met, while still returning diagnostic fields. + The paper applies the sigma estimate after requiring d²(kbest) < 20. This is + aligned with Moteki and Kondo (2008). For consistency, this function returns + sigma_hat = NaN when the threshold is not met, while still returning diagnostic fields. + + Parameters + ---------- + baseline_to_zero : bool + If True, shift the selected scattering signal so its minimum is zero. """ if config is None: raise ValueError("config must be provided.") @@ -879,7 +895,9 @@ def compute_sigma_moteki_kondo( t = np.arange(n_samples, dtype=float) * h # Select the requested event. - s_event = _baseline_to_zero(np.asarray(S_std.sel({event_dim: event_index}).values, dtype=float)) + s_event = np.asarray(S_std.sel({event_dim: event_index}).values, dtype=float) + if baseline_to_zero: + s_event = _baseline_to_zero(s_event) y_event = np.asarray(y_std.sel({event_dim: event_index}).values, dtype=float) if not (np.all(np.isfinite(s_event)) and np.all(np.isfinite(y_event))): diff --git a/tests/test_ndm.py b/tests/test_ndm.py index 4f6cd9c..3ee627d 100644 --- a/tests/test_ndm.py +++ b/tests/test_ndm.py @@ -37,7 +37,7 @@ def test_ndm_moteki_kondo(): delta_sigma=(1.2/ 2.35482 )*0.4, # example; use your measured width std dev # measured pre-trigger baseline noise sd in raw ADC counts # A1, A2, and A3 are the coefficients for the polynomial used in the NDM model - # A parameters optimized for this dataset in external code (available upon request) + # A parameters optimized for the PSL dataset A1=37.0, A2=1.56205, A3=0.0008, @@ -103,7 +103,7 @@ def test_ndm_moteki_kondo(): np.testing.assert_allclose( sigma_ds['sigma_hat'].values, sigma_best, - atol=0.15, # absolute tolerance = 1.5 microseconds + atol=0.15, # absolute tolerance = 0.15 microseconds ) # Test the normalized irradiance function