Spectrum Imaging

To enhance your spectroscopy and EFTEM experiments, you can use the spectrum imaging (SI) mode to collect and store 3D data that contains spatial and spectroscopy information. The following pages detail workflows you can follow to generate the quantitative images and profiles from your sample, understand how to locate and correct artifacts in the data, understand image contrast, and appreciate the limitations of the technique.

STEM SI Workflow

In STEM, the electron beam is focused into a small probe and rastered to acquire spatial information in a serial manner (X, Y). In this acquisition mode, spectrum imaging (SI) is performed when you acquire a parallel spectrum at each pixel position, hence building up the spectrum image on a spectrum-by-spectrum basis (STEM SI). A typical workflow includes:

  1. Set up the microscope in scanning mode and in the appropriate state for the spectrometer you wish to use.

  2. Use the DigiScan™ system to acquire and assign a Survey Image.

  3. Create a spectrum image survey region of interest on the Survey Image.

  4. View the spectra from the region where you wish to acquire the spectrum image.

  5. In the SI Setup dialog, specify which spectrum signals you want to acquire.

  6. If artifact corrections are required, enable them and/or create the artifact correction survey regions of interest.

  7. In the Spectrum Image dialog, specify the pixel dwell time you want to use and the size of the spectrum image in pixels.

  8. Select Start on the Spectrum Imaging dialog.

Here are detailed STEM spectrum imaging workflows you can follow to better understand your sample when you use DigitalMicrograph® software.

STEM SI Setup

Microscope setup

Set up the microscope in scanning mode and the appropriate state for the spectrometer you wish to use. For details, refer to your microscope manufacturer's user manual.

Enter and configure the STEM SI technique

STEM SI TechniqueWhen configuring your system for STEM spectrum imaging (SI) acquisition, you can easily control your STEM SI using DigitalMicrograph® software.

In the home Techniques Manager, select the STEM SI button to open the STEM SI technique palette, which contains everything that is required for the experiment:

  • Scan palette to control the DigiScan™ system

  • STEM SI palette to set up the STEM SI acquisition

  • Relevant signal acquisition palettes for each available signal

  • Additional data analysis palettes for the available signals

Note: All signal acquisition palettes hide their respective Capture functionality by default. You can expand the palettes using the plus icon to the right of the View button.

STEM SI palette

The STEM SI palette provides setup and control of the SI acquisition. The palette will be displayed in the mode selection state on the initial display or if no STEM SI experiment is set up. Brief descriptions of the dialog features are given below.

Signal selection

Signal selectionThe top section of the palette features a button for each available signal in the STEM SI experiment (EELS, EDS, CBED, and CL). The signal acquisition palette will be automatically expanded or collapsed, which may trigger requests to change the microscope state if necessary. At least one signal (in addition to the Scan button) needs to be selected, or the SI experiment cannot be started.

Note: Some signals are mutually exclusive. Selecting such a signal will automatically deselect the other.

Mode selection

Mode selectionUse the bottom section of the palette to set up the SI's spatial coordinates. Pressing a mode button (2D Array, Line Scan, Multi-Point, and Time Series) will automatically assign a suitable survey image and create a default SI survey ROI marker. A preview-type acquisition is automatically started and assigned if no suitable image is available.

  • 2D Array – Regular 2D SI that consists of an array of equally spaced points in X and Y

  • Line Scan – 1D SI that includes an array of equally spaced points along a line

  • Multi-Point – Set of point spectra acquired with identical parameters from individual spatial positions collected into a 1D SI data container

  • Time Series – Set of spectra sequentially acquired with identical parameters from the identical sample area collected in a 1D SI data container

After choosing your signal and mode, a new palette will be available. The palette will include:

  • Capture button – Starts a new SI acquisition using the specified parameters

  • Pixel Time (s) – Specifies the pixel dwell time of the beam and will apply to all spectral acquisition with the permitted values being restricted to the minimum and maximum readout times of the selected detectors

Note: The acquisition time estimate is automatically updated when the dwell time changes.

  • Live button – Activates (blue) or deactivates (gray) live data display during SI acquisition

  • Drift button – Activates (blue) or deactivates (gray) spatial drift correctionMode specifics

The bottom parameters (boxed-in portion of the image) dictate the specific modes of capture per the selection made in the STEM SI palette. The options available are dependent on the mode that was selected there. The options include:

2D Array

Size – Specify the size of the SI in pixels by using the Width and Height fields

The size automatically updates if you change the SI survey ROI position on the active survey image. When you change the Width value, the sampling resolution will automatically adjust while keeping the acquired region the same. A change in height will change the aspect ratio and, hence, the acquired region of the SI while keeping the sampling resolution identical.

Note: The acquisition time estimate automatically updates when the size is changed.

Line Scan

Line ScanSize – Specify the Line Scan length in pixels

The sampling resolution automatically updates when the size is changed. Step displays the current sampling resolution in calibrated units. The SI size in pixels updates automatically when the sampling resolution changes, keeping the acquired scan length identical.

Average dose checkbox – This enables the averaged line scan functionality, but it is not available for all systems and settings.

Multi-Point

Multi-PointNo. positions – Allows you to specify the SI size in the number of individual positions

The number of survey region of interest (ROI) point markers is updated accordingly.

Note: At least 2 points have to be specified before SI acquisition can start.

Arrange position buttons – Click these buttons to arrange (selected) positions in various ways over the field of view.

Time Series

Time SeriesRepeats – You can specify the SI size in the number of individual acquisitions.

Note: At least two repeats must be specified before SI acquisition starts.

Delay (s) – Where you specify a pause in between two successive acquisitions

During these pauses, signal controllers are stopped, and the beam control is released to the default. The acquisition is then in an idle state similar to a paused acquisition, but a countdown is displayed at the bottom of the STEM SI palette. The next spectrum is automatically started at the end of the countdown acquisition.

2D Scan – If left unchecked, the spectra will be acquired from a stationary position as indicated by an ROI point marker in the survey image

If checked, spectra are acquired while a specified area is rapidly and repeatedly scanned. The area is represented by an ROI rectangle in the survey image, and the two fields below the checkbox define sampling for this area. Enter values to change the area size or use the up and down arrows to change the sampling density of the area.

Survey Image

Each spectrum image acquisition requires a survey image. It provides a frame of reference for the acquisition and serves as a useful reference image of where the data was acquired. You can only assign one image at a time as the active survey image. This image should have been recently acquired and be of good quality. Images acquired with too short a pixel dwell time can result in inaccurate beam positioning and a mismatch of indicated and acquired spectrum image position. The survey image can be either a recently acquired (static) image or a still continuously acquiring image. The former might be preferred for beam-sensitive specimens, whereas the second can be beneficial to avoid charging-induced specimen drift at high magnification and to provide the most accurate survey image at the start of spectrum image acquisition.

Collect and assign a survey image

  1. Locate the region of the sample you are interested in.

  2. Collect an image.

    Use a dwell time of 16 ms/pixel or longer. The long dwell time ensures an accurate microscope beam position in subsequent analysis. Ensure that the region you wish to acquire is smaller than the field of view, typically about one-third of the size. This allows the beam deflectors to correct for spatial drift and ensures that the spectrum image (SI) region is well represented in the survey image.

  3. Select a SI mode.Select an SI mode on the STEM-SI palette or use the survey region of interest (ROI) tool from the floating menus over the image.

    Either action will automatically assign the frontmost image as the survey image. The window title will change to remind you that this is now the current survey image.

  4. Refresh the survey image.

When a different survey image is selected, the current survey image is automatically de-assigned. If you close an active survey image or remove all survey ROIs, the STEM-SI palette will revert to the mode selection state.

When an SI is acquired, a copy of the survey image is created on the SI data workspace. This image acts as a data reference, which causes the survey ROI to no longer be moved or resized. Only the survey image on the View workspace is actively and interactively linked to the STEM-SI palette.

Select and Survey ROI

Survey region of interest (ROI)

For a spectrum image (SI) acquisition, allocating a region on the survey image for acquisition is necessary. These regions are marked in green by ROI markers. The type of SI markers depends on the SI mode and can be either point, line, or rectangle ROIs. You can position, resize, and remove the survey ROI like any other ROI marker.

  1. Add a survey ROI by selecting an SI mode.

Suppose the STEM-SI palette is in a mode selection state. In that case, selecting any mode will automatically add the appropriate survey ROI to the image, which this action automatically assigns. The position and size will be the same as those used for the last SI acquisition of that type.

  1. Floating menuAdd a survey ROI by using the floating menu.

When you right-click a recent image on the View workspace, the SI ROI tool will appear in the floating menu. This drop-down menu allows you to select the SI type. This tool can create the survey ROI directly on the image. Then, the image is automatically assigned as a survey image while the spectrum imaging mode is adjusted. Other, now obsolete survey ROIs are automatically removed.

Note: For Multi-Point, keep the Shift key pressed while adding a point to keep the tool active and allow multiple points to be added in a series of clicks.

  1. Remove a survey ROI.

Click the ROI marker with the mouse while you press the Delete key on the keyboard. If you remove all survey ROIs of the current SI mode, the STEM-SI palette automatically reverts to the mode selection state.

Survey ROI types

2D Array

A regular 2D SI consists of an array of equally spaced points in X and Y. It is represented as a single, rectangle ROI in the survey image.

Resizing the survey ROI will keep the total number of pixels and the total acquisition time constant. The SI size in pixels and the sampling resolution will change automatically when the ROI is resized.

The survey ROI will snap to positions of appropriate size and aspect ratio. The smaller the number of pixels in the SI, the rougher those snaps may appear.

Line Scan

A 1D SI consists of an array of equally spaced points along a line. It is represented as a single-line ROI in the survey image. A yellow cross indicates the start position of the scan. If the averaging option is enabled, the cross is replaced by a yellow line that indicates the averaging direction and width.

Resizing the green survey ROI will adjust the sampling resolution but keep the number of sampled points constant. Changing the dimensions of the yellow survey ROI will adjust the averaging width but keep the number of sampling points along that direction constant. You can adjust the averaging direction angle by pressing the Ctrl key down while you drag the green handle of the yellow survey ROI. Deleting the yellow survey ROI will switch the averaging option off.

Multipoint

A set of point spectra acquired with identical parameters from individual spatial positions collected in a 1D SI data container. A single ROI, a single, numbered point in the survey image, represents each point. This number specifies the spectrum position within the SI data container.

Points are most conveniently added using the SI ROI tool from the floating menu. Keeping the Shift key pressed allows multiple points to be added in a series of mouse clicks. You can remove individual points by selecting them and pressing the Delete key. The remaining points are automatically renumbered.

Click the Arrange points buttons to arrange the selected set of points or all points if none are selected. If a rectangular ROI is selected, points are arranged within this area; otherwise, they are arranged over the entire survey image.

Auto arrange points
Selection of 9 points and destination area (left). Randomize positions where each point is given an arbitrary position within the area (right).

Auto arrange points
Arranged points along a regular grid (left). Arrange point along a regular grid, but randomize around this position (right).

Time Series

A set of spectra sequentially acquired with identical parameters from the identical sample area collected in a 1D SI data container. The sample position is either represented by a point ROI for stationary acquisition or by a rectangular ROI if the 2D Scan option is enabled.

Resizing the 2D Scan area is restricted by the number of sampling points of the scan, which in turn is limited by the SI Pixel Time. Slower scans allow higher sampling. Therefore, to access larger scan areas, it can be necessary to either reduce sampling with the spin controls for the 2D Scan fields and/or increase the Pixel Time.

Flow Control

Start/Stop

Once the spectrum image (SI) acquisition parameters and any artifact corrections have been set up, hit the Capture button on the STEM-SI palette to start an acquisition. If you wish to update the survey image before proceeding with acquisition, right-click on it and select Restart scan from the context menu.

Once started, the SI acquisition routine will control the microscope beam, and the acquisition will begin. During acquisition, the Capture button will pulse in blue, indicating that an acquisition is active and that a subsequent click of this button will halt it. A new workspace is created and filled with a copy of the survey image and data containers for all acquired signals.

Note: During active SI acquisition, the spectrometers will not be available for single-spectrum acquisition.

If spatial drift correction is enabled, preliminary measurements will be performed. Depending on the preferences specified, visual feedback on the measurements may be provided.

Using the Visual Feedback provided, you can monitor how the acquisition is proceeding. Each SI will be displayed as a new image window, filling as the acquisition proceeds. Live spectra may also be shown or hidden as desired. If at any point you wish to halt the acquisition, click on the pulsing Capture button. When the acquisition is halted or completed, the beam control is returned to the Beam Safe Point if one has been set up, or alternatively, it is returned to the microscope.

Pause/Resume

During an SI acquisition, it may become necessary to perform a microscope adjustment that will temporarily degrade the data being collected by the spectrometer. At such times, you should pause the acquisition, adjust, and resume after conditions have stabilized. To pause the acquisition at any time, click the pulsing Capture button in the STEM-SI palette while simultaneously pressing the Alt key. The label of the Capture button changes to Resume.

When the acquisition is paused, the beam is either moved to the beam Safe Point if you have defined one, or otherwise, beam control is returned to the microscope. If the acquisition is paused and restarted, the software immediately carries out spatial drift corrections if Apply on Resume from Pause has been enabled before acquiring data from where it was before the pause.

To resume acquisition from the paused state, click on the Resume button. To stop acquisition from the paused state, click the Resume button while keeping the Alt key pressed simultaneously.

Note: Pausing is not available for hardware-synchronized acquisitions. On systems that, by default, use hardware-synchronized acquisition, you can force software synchronization via the Setup dialog.

After the acquisition

If the autosave functionality is enabled, all experimental data will be saved immediately using the current SI group saving options. If the close column values after the acquisition option are enabled, the microscope column valves are closed (on systems that support column valve access). You can use the (still) active survey image on the View workspace to immediately restart an identical or similar acquisition after adjusting survey ROIs and parameters.

Visual Feedback

Spectrum image display

During spectrum image (SI) acquisition, each SI is displayed in its own image display. The spectrum image will fill as the spectral data is acquired and placed into position in the SI. You can use the 3D visualization tools to explore the spectral data while the acquisition is running (e.g., Slice tool); however, since there is a processing overhead for this that may introduce artifacts into your data acquisition, it is advised to do this after acquisition or while paused.

Spectrum image display

Live spectra

Live spectral feedback during acquisition can be enabled or disabled with the Live button in the STEM-SI palette. You can manipulate the live spectra using standard line plot display visualization tools.

Live spectra

Beam position cursorBeam position cursor

During acquisition, an orange beam cursor marks the beam position on the survey image. This indicates the acquisition progress and its position may vary slightly from the beams. Note that for particularly fast acquisitions, the cursor is displayed as a line or even completely disabled.

Pixels per second

Pixels per secondThe actual SI acquisition rate is posted in the DigitalMicrograph® status area at the bottom of the application. It is given in units of pixels per second. This information can be useful when configuring a spectrometer for optimal readout speed.

Time remainingTime remaining

The remaining acquisition time is displayed in real-time in the STEM SI palette just above the Capture button. This time is based on the actual acquisition rate, excluding any pauses.

Adjustments

Spatial drift correction

Thermal effects and mechanical instabilities in the microscope can cause the sample to drift under the electron beam. Since acquiring a spectrum image (SI) can occur over a considerable period, this drift could easily cause features to be smeared in the SI. Indeed, SI acquired over a long time at high magnification may contain data from a much different sample region than desired. Spatial drift is worse at higher magnifications and will vary from one microscope to another and even from one microscope session to another.

Spatial drift correction entails cross-correlation of a reference region with a new scan of the same region taken periodically throughout the SI acquisition. The cross-correlation process will work better if this spatial drift region has some unique spatial structure.

First, a reference scan of a user-defined region is obtained from the survey image. At the start of the SI acquisition, the first drift measurement scan is taken from the same region, and any spatial drift is corrected. The scan resolution and pixel dwell time used for the spatial drift scans are the same as for the survey image. Cross-correlation measures drift; thus, the correction is applied to offset the beam scan coordinates. When a measurement is performed, the result is posted to the DigitalMicrograph® Results window, with any shift quoted in calibrated units if the survey image is also calibrated. During acquisition, the drift measurement is repeated periodically using the specified frequency. Once the acquisition is completed, you can view the drift measurement using the Show correction menu item in the SI menu.

Note: Since the drift image is acquired during the SI acquisition, the detector must not interfere with the spectrum acquisition when inserted.

To set up spatial drift correction

  1. Ensure a survey image has been acquired and assigned for the SI acquisition.

  2. Enable the Drift button on the STEM-SI palette.

A rectangular ROI marker labeled Spatial Drift will be shown on the survey image, indicating the measurement area for drift correction.

  1. Adjust and accept the correction frequency settings.

Frequency optionsThe optimum frequency of corrections will depend on the magnitude of the drift. It compromises between keeping the total acquisition time short and getting clean SI data. Choosing a drift correction frequency based on spatial features (pixels, rows, frames) will generally give a more pleasing result than the time-based settings.

  1. Adjust the Spatial Drift ROI.

Adjust the spatial drift ROIUse the mouse to resize and move the ROI to an appropriate location. The measurement area should be at least twice as big as the maximum drift expected between two subsequent measurements. It should contain an easily recognizable feature of sufficient contrast. Ideally, the area should not overlap with the data acquisition area.

  1. Adjust the advanced drift correction options (if needed).

Click the Drift button while keeping the Alt key pressed to directly access the drift correction options page of the Spectrum Imaging Setup dialog.

Viewing point spectra

When configuring the various spectrometers for SI acquisition (e.g., determining the optimum pixel dwell time for acquisition), acquiring a continuous spectrum from a region in the Survey Image is often desirable. The microscope beam can be placed anywhere within the survey image using the Spot functionality so you can view the spectrum from each spectrometer at that position.

Viewing point spectra

To view the spectrum at a particular point

  1. Acquire and assign a Survey image.

  2. Enable the Spot button in the Scan palette.

A cursor labeled Beam will appear on the survey image. If the survey image is currently acquired, the marker is labeled Park instead. In this case, stop the acquisition to get a stationary beam.

  1. Start a continuous acquisition from the spectrometer(s) of interest using the View button of the respective Spectral Acquisition palette – The spectrum acquisition will appear in a new line plot image display.

  2. Drag the beam cursor around to view the spectrum at various points.

The spectrum display continues to display data from the spectrometer as the spot marker tool is dragged around. Use this mode to establish the optimal acquisition parameters for SI acquisition.

Beam safe point

Beam safe pointWhen the acquisition is paused or has finished, an attempt is made to minimize possible beam damage to the specimen. The beam is either moved to the park point (if you have defined one), or the beam control is returned to the microscope.

Note: The point is labeled Park during an active scan. This label name changes to Beam while no scan is active and the beam is stationary at the indicated location.

To set up a safe point

  1. Ensure a survey image is assigned.

  2. Enable spot mode on the Scan palette, and position the Beam cursor at the safe point – A region in the vacuum is ideal.

  3. If the SI acquisition is paused or terminated, the beam will return to this point.

EFTEM SI Workflow

The preparation steps for EFTEM spectrum imaging (SI) are almost identical to EFTEM mapping.

  1. Always start with a well-prepared sample.

  2. Align the TEM; gun tilt, condenser, and optical axis alignment are critical.

  3. For mapping, a high beam current is desirable.

  4. Set the TEM objective lens current at its optimal value.

  5. Adjust the sample height to achieve coarse focus.

  6. Center an appropriate objective aperture to limit chromatic blurring.

  7. Operate TEM in EFTEM or Gatan imaging filter (GIF) lens mode to ensure a stable projector lens crossover.

  8. Align the ZLP and focus the spectrometer.

  9. Focus and carefully stigmate the image while observing the image on the GIF camera.

  10. Offset the energy to obtain incoherent imaging conditions (typically 400 eV offset and 50 eV slit).

  11. Optimize illumination intensity.

  12. Carefully refocus incoherent images at energy loss.

You are now ready to set your mapping preferences for EFTEM spectrum imaging acquisition.

EFTEM SI Setup

When configuring your system for EFTEM spectrum imaging (SI) acquisition, you can adjust the settings in the EFTEM SI Setup dialog when using DigitalMicrograph® software.

EFTEM SI has a basic version and an advanced version. Below, we will discuss the workflow for setting up the basic version.

EFTEM SI Setup dialogPress Setup under the primary EFTEM SI technique to access the EFTEM SI Setup dialog. This dialog box is divided into different groups of parameters.

  • Energy Range – Determines the total energy range and energy sampling of the EFTEM SI acquisition

    • Range – Specifies the energy range over which the EFTEM SI will be collected

    • Slit width – Indicates the slit width to be used during EFTEM SI acquisition

    • Step – Determines the step size between successive planes

    • Link – When checked, the energy step size and the slit width will automatically be linked to the same value

  • Detector – Contains the detector reconfiguration parameters for the EFTEM SI acquisition

  • Options – Contains optional items to modify the data acquisition

    • Acquire high to low – Gives you the flexibility to change the direction of the SI acquisition

      • High to low is recommended to limit detector after-flow

    • Align ZLP – Choose this option to perform a ZLP alignment before acquiring the spectrum image

      • This is not recommended as it often results in ghosting of the zero-loss image in the EFTEM SI

Acquisition Flow and Feedback

Flow control

  1. Locate the region of interest and ensure the microscope and filter are correctly aligned.

  2. Set up the EFTEM spectrum imaging (SI) acquisition parameters.

  3. Click the Capture button to start the EFTEM SI acquisition.

  4. Complete pre-acquisition steps.

    1. Align the ZLP.

    2. Determine the auto-binning value.

    3. Set the initial auto-exposure value.

  5. Perform EFTEM SI acquisition.

You can monitor how the acquisition is proceeding using the visual feedback features.

Visual feedback

  • Align ZLPZero Loss Peak Alignment – Invokes the EFTEM zero-loss alignment routine at the start of the acquisition

  • EFTEM SI Spectrum Image display – Displays two images during data acquisition; the left-most image is the EFTEM spectrum image, while the right-most image is the last acquired image

EFTEM SI spectrum imaging display

  • Live Spectra – Extracts a live electron energy loss spectrum from a desired region of the EFTEM SI being acquired
    • Place a spectrum picker region of interest (ROI) to the EFTEM SI – Right-click on the EFTEM SI data and select the Spectrum Picker tool
    • Move the added ROI to the desired area of the spectrum image
    • A live spectrum will then be displayed and will update as the acquisition proceeds

EFTEM SI live spectra

EFTEM SI Artifact Correction

The EFTEM spectrum image (SI) will most likely suffer from x-ray hits and sample drift during the acquisition. The x-ray hits will appear as occasional extreme values in the image planes of the spectrum image. If the sample drifted during the experiment, then the image planes will not line up with each other, and spectra drawn from the spectrum image will contain artifacts (e.g., sharp discontinuities). DigitalMicrograph® software can help reduce or eliminate these problems.

Removing x-rays

  1. Choose Remove X-rays from the Volume submenu.

  2. The software will check each image plane of the spectrum image for spikes that lie more than a number of standard deviations above the local median (10 standard deviations by default).

  3. Once complete, the routine will output the number of x-rays removed.

  4. Holding down the Alt key when selecting the menu item allows you to set the number of standard deviations required before a pixel is considered to be anomalous and the maximum number of x-rays to remove.

Spatial drift correction

Since the acquisition of a spectrum image can take a considerable period of time, sample drift can cause the planes of the spectrum image to be offset from one another. The relative amount of sample drift is dependent on a number of factors, including sample/microscope stability, exposure time, and magnification. You should measure and remove spatial drift by utilizing one of the following options before performing any subsequent analyses.

  1. Image alignment tools – Allows you to measure this drift and realign the energy planes after the acquisition.

  2. Measure Drift (automatic).

    1. Select the EFTEM SI dataset and then choose EFTEM | Measure Drift (Automatic) from the menu.

    2. Measures the spatial drift between all planes of the STEM SI with respect to the currently shown plane using cross-correlation and image filtering as specified in the EFTEM Mapping Preferences.

    3. Displays drift in a line plot display suitable as input for both the Image Alignment palette and the manual drift correction tool (see below).

    4. If any of the automatically determined measurements fail the minimum quality criteria, a dialog will be shown at the end of the measurement, which will offer to continue with manual measurement.

  3. Measure Drift (manual).

    1. Select the EFTEM SI dataset and then choose EFTEM | Measure Drift (Manual) from the menu.

    2. This will launch the manual drift correction tool for 3D stacks.

    3. The tool offers the same options and functions as the one for image pairs but is extended:

      1. The image stack is shown next to the alignment overlay image.

      2. A line plot display shows all currently determined drifts.

      3. This display is suitable as input for the Image Alignment software.

    4. While the tool is active, it contains two regions of interest (ROI) markers that can be dragged to select the two image planes currently used by the alignment tool.

      1. The drift values are always respective to the reference plane (gray).

      2. You can change the active plane (green) with the two additional Plane buttons on the Image Alignment tool or via the displayed plane of the EFTEM SI dataset using the slice tool.

Note: When you launch the measurement tool, while a line plot of measured drift values already exists, these values will be used initially. Press Cancel on the tool to revert to these initial values, while OK replaces them permanently with the adjusted measurements.

Spatial drift correction

Advanced SI

Spectrum imaging data analysis schematic

Once acquired, you can treat a 3D electron energy loss spectroscopy (EELS) dataset \(I(E,x,y)\) as a collection of spectra or sequence of images irrespective of acquisition mode. You can apply conventional electron energy loss spectral processing techniques (e.g., Fourier-log deconvolution, elemental mapping), image processing (e.g., jump-ratio imaging, MSA), or progress to use more advanced analysis techniques.

References

Leapman, R. D.; Swyt, C. R. Separation of overlapping core edges in electron energy loss spectra by multiple-least-squares fitting. Ultramicroscopy. 26:393 – 404.