"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"_ = X.detrend(type=\"constant\").plot()"
]
},
{
"cell_type": "markdown",
"id": "c7b2d37a",
"metadata": {},
"source": [
"## Automatic linear baseline correction `abc`"
]
},
{
"cell_type": "markdown",
"id": "3525bad6",
"metadata": {},
"source": [
"When the baseline to remove is a simple linear correction, one can use `abc` .\n",
"This performs an automatic baseline correction."
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "3c8f0d0f",
"metadata": {
"execution": {
"iopub.execute_input": "2023-06-06T01:30:59.653350Z",
"iopub.status.busy": "2023-06-06T01:30:59.652914Z",
"iopub.status.idle": "2023-06-06T01:31:00.124165Z",
"shell.execute_reply": "2023-06-06T01:31:00.123490Z"
}
},
"outputs": [
{
"data": {
"image/jpeg": 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",
"text/plain": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"_ = scp.abc(X).plot()"
]
},
{
"cell_type": "markdown",
"id": "d2b3b4f9",
"metadata": {},
"source": [
"## Advanced baseline correction\n",
"\n",
"'Advanced' baseline correction basically consists for the user to choose:\n",
"\n",
"- spectral ranges which s/he considers as belonging to the baseline - the type of\n",
"polynomial(s) used to model the\n",
"baseline in and between these regions (keyword: `interpolation` ) - the method used\n",
"to apply the correction to\n",
"spectra: sequentially to each spectrum, or using a multivariate approach\n",
"(keyword: `method` ).\n",
"\n",
"### Range selection\n",
"\n",
"Each spectral range is defined by a list of two values indicating the limits of the\n",
"spectral ranges, e.g. `[4500.,\n",
"3500.]` to\n",
"select the 4500-3500 cm$^{-1}$ range. Note that the ordering has no importance and\n",
"using `[3500.0, 4500.]` would\n",
"lead to exactly the same result. It is also possible to formally pick a single\n",
"wavenumber `3750.` .\n",
"\n",
"The first step is then to select the various regions that we expect to belong to\n",
"the baseline"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "f0b5d0ab",
"metadata": {
"execution": {
"iopub.execute_input": "2023-06-06T01:31:00.127368Z",
"iopub.status.busy": "2023-06-06T01:31:00.127119Z",
"iopub.status.idle": "2023-06-06T01:31:00.130777Z",
"shell.execute_reply": "2023-06-06T01:31:00.130111Z"
}
},
"outputs": [],
"source": [
"ranges = [5900.0, 5400.0], 4550.0, [4500.0, 4000.0], [2100.0, 2000.0], [1550.0, 1555.0]"
]
},
{
"cell_type": "markdown",
"id": "1722a191",
"metadata": {},
"source": [
"After selection of the baseline ranges, the baseline correction can be made using a\n",
"sequence of 2 commands:\n",
"\n",
"1. Initialize an instance of BaselineCorrection"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "a454bf61",
"metadata": {
"execution": {
"iopub.execute_input": "2023-06-06T01:31:00.133660Z",
"iopub.status.busy": "2023-06-06T01:31:00.133277Z",
"iopub.status.idle": "2023-06-06T01:31:00.166814Z",
"shell.execute_reply": "2023-06-06T01:31:00.166124Z"
}
},
"outputs": [],
"source": [
"blc = scp.BaselineCorrection(X)"
]
},
{
"cell_type": "markdown",
"id": "305d93ca",
"metadata": {},
"source": [
"2. compute baseline other the ranges"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "e332d79c",
"metadata": {
"execution": {
"iopub.execute_input": "2023-06-06T01:31:00.170172Z",
"iopub.status.busy": "2023-06-06T01:31:00.169919Z",
"iopub.status.idle": "2023-06-06T01:31:00.434948Z",
"shell.execute_reply": "2023-06-06T01:31:00.434309Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"
name
nh4y-activation
\n",
"
author
runner@fv-az626-878
\n",
"
created
2023-06-06 01:31:00+00:00
\n",
"
history
2023-06-06 01:30:57+00:00> Imported from spg file /home/runner/.spectrochempy/testdata/irdata/nh4y-activation.spg. 2023-06-06 01:30:57+00:00> Sorted by date 2023-06-06 01:31:00+00:00> Baseline correction. Method: 2023-06-06 01:31:00+00:00> Sequential. 2023-06-06 01:31:00+00:00> Interpolation: Polynomial, order=1.
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"_ = Xcorr.plot()"
]
},
{
"cell_type": "markdown",
"id": "ef400c9a",
"metadata": {},
"source": [
"### Interpolation method\n",
"\n",
"\n",
"The previous correction was made using the default parameters for the interpolation\n",
",i.e. an interpolation using cubic Hermite spline interpolation:\n",
"`interpolation='pchip'` (`pchip` stands for\n",
"**P**iecewise **C**ubic **H**ermite\n",
"**I**nterpolating **P**olynomial). This option triggers the use of\n",
"[scipy.interpolate.PchipInterpolator()](\n",
"https://docs.scipy.org/doc/scipy/reference/generated/scipy.interpolate.PchipInterpolator.html)\n",
"to which we refer the interested readers. The other interpolation method is the\n",
"classical polynomial interpolation (`interpolation='polynomial'` ) in which case the\n",
"order can also be set (e.g. `order=3` , the default value being 6).\n",
"In this case, the base methods used for the interpolation are those of the\n",
"[polynomial module](\n",
"https://numpy.org/doc/stable/reference/routines.polynomials.polynomial.html)\n",
"of spectrochempy, in particular the\n",
"[polyfit()](\n",
"https://numpy.org/doc/stable/reference/generated/numpy.polynomial.polynomial.polyfit.html#numpy.polynomial.polynomial.polyfit) method.\n",
"\n",
"For instance:"
]
},
{
"cell_type": "markdown",
"id": "a774e1b9",
"metadata": {},
"source": [
"First, we put the ranges in a list"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "6bb9a020",
"metadata": {
"execution": {
"iopub.execute_input": "2023-06-06T01:31:00.885331Z",
"iopub.status.busy": "2023-06-06T01:31:00.884843Z",
"iopub.status.idle": "2023-06-06T01:31:00.888132Z",
"shell.execute_reply": "2023-06-06T01:31:00.887663Z"
}
},
"outputs": [],
"source": [
"ranges = [[5900.0, 5400.0], [4000.0, 4500.0], [2100.0, 2000.0], [1550.0, 1555.0]]"
]
},
{
"cell_type": "markdown",
"id": "f73e7852",
"metadata": {},
"source": [
"
\n",
"Warning\n",
"\n",
"if you use a tuple to define the sequences of ranges:\n",
"\n",
"```ipython3\n",
"ranges = [5900.0, 5400.0], [4000., 4500.], [2100., 2000.0], [1550., 1555.]\n",
"```\n",
"\n",
"or\n",
"\n",
"```ipython3\n",
"ranges = ([5900.0, 5400.0], [4000., 4500.], [2100., 2000.0], [1550., 1555.])\n",
"```\n",
"\n",
"then you can call `compute` by directly pass the ranges tuple, or you can unpack\n",
"it as below.\n",
"\n",
"```ipython3\n",
"blc.compute(ranges, ....)\n",
"```\n",
"\n",
"\n",
"if you use a list instead of tuples:\n",
"\n",
"```ipython3\n",
"ranges = [[5900.0, 5400.0], [4000., 4500.], [2100., 2000.0], [1550., 1555.]]\n",
"```\n",
"\n",
"then you **MUST UNPACK** the element when calling `compute`:\n",
"\n",
"```ipython3\n",
"blc.compute(*ranges, ....)\n",
"```\n",
"\n",
"\n",
"
"
],
"text/plain": [
"NDDataset: [float64] a.u. (shape: (y:55, x:5549))"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"blc = scp.BaselineCorrection(X)\n",
"blc.compute(*ranges, interpolation=\"polynomial\", order=6)"
]
},
{
"cell_type": "markdown",
"id": "002dd2b4",
"metadata": {},
"source": [
"The `corrected` attribute contains the corrected NDDataset."
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "b8725c27",
"metadata": {
"execution": {
"iopub.execute_input": "2023-06-06T01:31:01.148966Z",
"iopub.status.busy": "2023-06-06T01:31:01.148665Z",
"iopub.status.idle": "2023-06-06T01:31:01.600041Z",
"shell.execute_reply": "2023-06-06T01:31:01.599391Z"
}
},
"outputs": [
{
"data": {
"image/jpeg": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"_ = blc.corrected.plot()"
]
},
{
"cell_type": "markdown",
"id": "814f07b8",
"metadata": {},
"source": [
"### Multivariate method\n",
"\n",
"The `method` option defines whether the selected baseline regions of the spectra\n",
"should be taken 'as is'\n",
"this is the default `method='sequential'` ), or modeled using a multivariate\n",
"approach (`method='multivariate'` ).\n",
"\n",
"The `'multivariate'` option is useful when the signal‐to‐noise ratio is low\n",
"and/or when the baseline changes in\n",
"various regions of the spectrum are correlated. It consist in (i) modeling the\n",
"baseline regions by a principal\n",
"component analysis (PCA), (ii) interpolate the loadings of the first principal\n",
"components over the whole spectral\n",
"and (iii) modeling the spectra baselines from the product of the PCA scores and\n",
"the interpolated loadings.\n",
"(for detail: see [Vilmin et al. Analytica Chimica Acta 891\n",
"(2015)](http://dx.doi.org/10.1016/j.aca.2015.06.006)).\n",
"\n",
"If this option is selected, the user should also choose `npc` , the number of\n",
"principal components used to model the\n",
"baseline. In a sense, this parameter has the same role as the `order` parameter,\n",
"except that it will affect how well\n",
"the baseline fits the selected regions, but on *both dimensions: wavelength\n",
"and acquisition time*. In particular a\n",
"large value of `npc` will lead to overfit of baseline variation with time and will\n",
"lead to the same result as the\n",
"`sequential` method while a too small `value` would miss important principal\n",
"component underlying the baseline change\n",
"over time. Typical optimum values are `npc=2` or `npc=3` (see Exercises below)."
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "72686ad4",
"metadata": {
"execution": {
"iopub.execute_input": "2023-06-06T01:31:01.603249Z",
"iopub.status.busy": "2023-06-06T01:31:01.602989Z",
"iopub.status.idle": "2023-06-06T01:31:02.305327Z",
"shell.execute_reply": "2023-06-06T01:31:02.304692Z"
}
},
"outputs": [
{
"data": {
"image/jpeg": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"blc = scp.BaselineCorrection(X)\n",
"blc.compute(*ranges, interpolation=\"pchip\", method=\"multivariate\", npc=2)\n",
"_ = blc.corrected.plot()"
]
},
{
"cell_type": "markdown",
"id": "e6265f2c",
"metadata": {},
"source": [
"### Code snippet for 'advanced' baseline correction\n",
"The following code in which the user can change any of the parameters and look at\n",
"the changes after re-running\n",
"the cell:"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "27fb1de3",
"metadata": {
"execution": {
"iopub.execute_input": "2023-06-06T01:31:02.308257Z",
"iopub.status.busy": "2023-06-06T01:31:02.308009Z",
"iopub.status.idle": "2023-06-06T01:31:03.453698Z",
"shell.execute_reply": "2023-06-06T01:31:03.453058Z"
}
},
"outputs": [
{
"data": {
"image/jpeg": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# user defined parameters\n",
"# -----------------------\n",
"ranges = (\n",
" [5900.0, 5400.0],\n",
" [4000.0, 4500.0],\n",
" 4550.0,\n",
" [2100.0, 2000.0],\n",
" [1550.0, 1555.0],\n",
" [1250.0, 1300.0],\n",
" [800.0, 850.0],\n",
")\n",
"interpolation = \"pchip\" # choose 'polynomial' or 'pchip'\n",
"order = 5 # only used for 'polynomial'\n",
"method = \"sequential\" # choose 'sequential' or 'multivariate'\n",
"npc = 3 # only used for 'multivariate'\n",
"\n",
"# code: compute baseline, plot original and corrected NDDatasets and ranges\n",
"# --------------------------------------------------------------------------------------\n",
"blc = scp.BaselineCorrection(X)\n",
"Xcorr = blc.compute(\n",
" *ranges, interpolation=interpolation, order=order, method=method, npc=npc\n",
")\n",
"\n",
"axes = scp.multiplot(\n",
" [X, Xcorr],\n",
" labels=[\"Original\", \"Baseline corrected\"],\n",
" sharex=True,\n",
" nrow=2,\n",
" ncol=1,\n",
" figsize=(7, 6),\n",
" dpi=96,\n",
")\n",
"blc.show_regions(axes[\"axe21\"])"
]
},
{
"cell_type": "markdown",
"id": "898607a4",
"metadata": {},
"source": [
"### Widget for \"advanced\" baseline corrections"
]
},
{
"cell_type": "markdown",
"id": "3c79b653",
"metadata": {},
"source": [
"The `BaselineCorrector` widget can be used in either Jupyter notebook or Jupyter\n",
"lab.\n",
"\n",
"The buttons are the following:\n",
"* `upload`: allows to upload new data.\n",
"* `process` : baseline correct and plot original dataset + baseline and corrected\n",
"datasets\n",
"* `save as`: save the baseline corrected dataset.\n",
"\n",
"The `x slice` and `y slice` text boxes can be used to slice the original dataset\n",
"with the usual `[start:stop:step]` format. In both dimensions, coordinates or indexes\n",
"can be used (for example, [3000.0::2] or [:100:5] are valid entries).\n",
"\n",
"The `Method` and `Interpolation` dropdown fields are self-explanatory,\n",
"see above for details.\n",
"\n",
"`Ranges` must be entered as a tuple of digits or wave numbers,\n",
"e.g. `([5900.0, 5400.0], 2000.0, [1550.0, 1555.0],)` ."
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "96fa747d",
"metadata": {
"execution": {
"iopub.execute_input": "2023-06-06T01:31:03.457434Z",
"iopub.status.busy": "2023-06-06T01:31:03.456846Z",
"iopub.status.idle": "2023-06-06T01:31:04.807072Z",
"shell.execute_reply": "2023-06-06T01:31:04.806531Z"
}
},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "e3c7514e287b47499877a6ef367bac5c",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"HBox(children=(VBox(), VBox()))"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "4c51c2f8eff247f8b3fe361eb322b330",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Output()"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"X = scp.read_omnic(\"irdata/nh4y-activation.spg\")\n",
"out = scp.BaselineCorrector(X)"
]
},
{
"cell_type": "markdown",
"id": "793cdc50",
"metadata": {},
"source": [
"After processing, one can get the original (sliced) dataset, corrected dataset\n",
"and baselines\n",
"through the following attributes:"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "d326c5ad",
"metadata": {
"execution": {
"iopub.execute_input": "2023-06-06T01:32:33.460588Z",
"iopub.status.busy": "2023-06-06T01:32:33.460229Z",
"iopub.status.idle": "2023-06-06T01:32:33.465810Z",
"shell.execute_reply": "2023-06-06T01:32:33.465133Z"
}
},
"outputs": [
{
"data": {
"text/plain": [
"(NDDataset: [float64] a.u. (shape: (y:55, x:5549)),\n",
" NDDataset: [float64] a.u. (shape: (y:55, x:5549)),\n",
" NDDataset: [float64] a.u. (shape: (y:55, x:5549)))"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"out.original, out.corrected, out.baseline"
]
},
{
"cell_type": "markdown",
"id": "84125643",
"metadata": {},
"source": [
"
\n",
" Exercises\n",
"\n",
"**basic:**\n",
"- write commands to subtract (i) the first spectrum from a dataset and (ii)\n",
"the mean spectrum from a dataset\n",
"- write a code to correct the baseline of the last 10 spectra of the above dataset\n",
"in the 4000-3500 cm$^{-1}$ range\n",
"\n",
"**intermediate:**\n",
"- what would be the parameters to use in 'advanced' baseline correction to mimic\n",
"'detrend' ? Write a code to check\n",
"your answer.\n",
"\n",
"**advanced:**\n",
"- simulate noisy spectra with baseline drifts and compare the performances of\n",
"`multivariate` vs `sequential` methods\n",
"