From d1d37f44af1405e87b7cd3fdca232f8239a793b4 Mon Sep 17 00:00:00 2001 From: jtgasparik Date: Wed, 11 Mar 2026 15:03:25 -0400 Subject: [PATCH] added flag to move scattering signal baseline to 0 --- pysp2/util/normalized_derivative_method.py | 7 ++++++- .../test_plot_normalized_derivative.png | Bin 53449 -> 48801 bytes tests/test_ndm.py | 4 ++-- tests/test_vis.py | 4 ++-- 4 files changed, 10 insertions(+), 5 deletions(-) diff --git a/pysp2/util/normalized_derivative_method.py b/pysp2/util/normalized_derivative_method.py index c36acb9..27aaa0b 100644 --- a/pysp2/util/normalized_derivative_method.py +++ b/pysp2/util/normalized_derivative_method.py @@ -1,7 +1,7 @@ import numpy as np import xarray as xr -def central_difference(S, num_records=None, normalize=True): +def central_difference(S, num_records=None, normalize=True, baseline_to_zero=True): """ Compute fourth order derivative S'(t) using the @@ -39,6 +39,11 @@ def central_difference(S, num_records=None, normalize=True): for ch in channels: y = S[ch].isel(event_index=slice(0, num_records)).values + + # Baseline shift: make each record's minimum be 0 + if baseline_to_zero: + y_min = np.nanmin(y, axis=1, keepdims=True) # shape (n_records, 1) + y = y - y_min d = np.full_like(y, np.nan, dtype=np.float64) # Interior points (vectorized) diff --git a/tests/baseline/test_plot_normalized_derivative.png b/tests/baseline/test_plot_normalized_derivative.png index 3b1b8947fea487ed339ec2177dc27362a382b149..d794486a9a53340145b2828b45be6da03aa9231b 100644 GIT binary patch literal 48801 zcmeFZcR1GV|37|38c39o$S9*CRI*1x3+-W+5z5NQo|TXyDV3~f50bqrD^W<1>`k&F zdwd_~)qTI;cYW^9ar}PA@%{7bxJRz8>vg?e=lL9u=i~W!o&o!`b}XUiq^D3QOLpy4 zJwTz*c2g)c#}+NXD?_Wx1n|GbXLf4aQz%Of$-na+DLp(zq2wOirMm5qbHw)sC-;LV zr<4Zw?qDi?*p;n$1&3t#=`t@HlhTmSE_z+1J$ zkM_-5vHp>LjqT!r`@6S2th(ztGkMyteWcN~R}>%6%XHY)x9`Wv)`9?h;!BFf&98UmL*w#z z^aX@|sFW7RZ{0E7zt(Q8NJYtgydD3{U%0SssIAy^;NV>qI{a>8Vj|4N-EnhvkG_|! zlhcl&*24X9>PtqtD`^ASMBl{i2>!%W)$bt7t&?i`*pb80es0#o;rkbsg-l$^!K)RR 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