How to Stack Milky Way Photos Step by Step | NightScape Stacker

Tutorial

How to stack Milky Way photos step by step

Image stacking combines multiple exposures of the same scene to reduce sensor noise without sacrificing resolution. This guide walks through the complete workflow: from loading your RAW frames to finishing the stacked result in Lightroom.

What you need before you start

Multiple frames of the same scene

8 to 20 exposures shot in sequence from a fixed tripod position. All frames should use the same focal length, aperture, and ISO.

Consistent exposure settings

Stacking frames shot at different ISOs or shutter speeds produces poor results. NightScape Stacker will flag any mismatches before you begin.

RAW, DNG, or 16-bit TIFF frames

Drop RAW or DNG files straight in, or export 16-bit TIFF from Lightroom or Capture One first if you want to apply lens-profile corrections. Either way, do not apply tone adjustments before stacking.

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Available for Mac, Windows, and Linux. $99 one-time purchase.

The steps

01

Bring in your frames (RAW, DNG, or TIFF)

NightScape Stacker opens RAW and DNG files directly (Sony ARW, Canon CR2 and CR3, Nikon NEF, Adobe DNG, and more) and converts them for you, so you can drop your camera files straight in. If you would rather apply lens-profile corrections first, export your frames as 16-bit TIFF from Lightroom or Capture One at the same settings: same white balance, same lens corrections, no exposure adjustments. Either path preserves the full dynamic range you captured in camera.

Tip: Do not tone-edit or batch-process your exposures before stacking. Let NightScape Stacker do the averaging first, then finish the image.

02

Load your frames into NightScape Stacker

Drag and drop your exported TIFF files into NightScape Stacker. It reads the EXIF data from each frame and checks for consistency. If frames were shot with different ISO settings, shutter speeds, or lenses, it will flag the mismatches before you start. This matters: stacking incompatible frames degrades the result instead of improving it.

Tip: Aim for 8 to 25 frames from the same shooting session. Stacking 4 frames roughly halves the shot noise. Stacking 16 frames cuts it to about a quarter. Beyond 25 frames the improvement per additional frame becomes small.

03

Stack

NightScape Stacker aligns each frame to compensate for Earth's rotation between exposures, then combines them using sigma-clipped mean averaging. The alignment handles the sky independently from the foreground, so your mountain or tree line stays sharp while the stars align correctly. The stacked result has dramatically less noise than any single frame.

Tip: For Milky Way photography, the sky and foreground move differently between frames. NightScape Stacker aligns the sky across frames. You will composite the stacked sky with a single-frame foreground in Lightroom or Photoshop afterward.

04

Apply white balance

After stacking, open the White Balance panel. Auto white balance samples star colors across the frame to compute a correction: stars as a population are approximately color-neutral, so a systematic color shift is what the camera introduced. Astro-modified cameras carry a strong red cast from their extended Ha sensitivity. Stock cameras can also show a color bias from sensor or lens characteristics. Hit Auto, then fine-tune with the temperature and tint sliders.

Tip: White balance must run before denoising and star removal. The AI models were trained on white-balanced images. Doing white balance in Lightroom instead, or skipping it entirely, reduces the quality of the denoise and star removal results.

05

Denoise

Open the Denoise panel. The AI model removes sensor noise without softening stars or edges. Start with the Strength slider at around 25% for a clean stack, or push it higher if you shot at high ISO or with fewer frames. The Detail slider protects the sharpest parts of the image: stars, the horizon line, and fine texture. Use the split slider to compare the original and denoised result in real time.

Tip: Stacking already reduces noise significantly. Denoising on top of a well-stacked image produces noticeably better results than denoising a single exposure. If your stack is already clean, you may not need much denoising at all.

06

Remove or reduce the stars (optional)

The star removal or reduction tool shrinks or removes stars that are drawing attention away from the Milky Way core. Use the live overlay to see exactly what will change before committing. Adjust the size threshold to target the largest bloated stars without affecting smaller pinpoints. Two modes are available: shrink (reduces star size) and remove (eliminates stars entirely).

Tip: Star removal or reduction is optional and works best applied selectively. Many photographers skip it entirely or apply it lightly, then make further adjustments in Lightroom or Photoshop.

07

Remove light pollution (optional)

The Light Pollution Removal panel corrects both problems at once. Place sample points across the background sky, avoiding the Milky Way and including both the brighter horizon glow and the darker sky above. A correction surface is fit through your points and subtracted: it evens out the uneven brightness from atmospheric falloff and strips the color casts from artificial light, where sodium streetlights leave an orange cast and LED streetlights a blue-white one. A separate surface is fit per color channel, so each cast is removed without flattening the natural color of the sky. The AI sky mask limits corrections to sky pixels automatically.

Tip: Light pollution removal is optional. If you shot from a dark site and the sky looks clean after stacking and denoising, skip this step. When you do use it, place points in both the bright and dark areas of the sky so the correction models the falloff accurately.

08

Export and finish in Lightroom

Export the processed image as a 16-bit TIFF. This preserves the full dynamic range for editing in Lightroom or Photoshop. Open the exported TIFF in Lightroom and apply your tone, color, and exposure adjustments. The stacked and cleaned image responds much better to editing than any single frame, with more shadow detail to pull from and cleaner highlights to work with.

Tip: NightScape Stacker handles the technical processing. The creative work happens in Lightroom. Keep the two stages separate.

How many frames should you stack?

The noise reduction from stacking follows the square root of the number of frames. Stacking 4 frames roughly halves the shot noise. Stacking 16 frames cuts it to about a quarter. Each additional frame helps, but with diminishing returns. The visible improvement slows significantly past around 25 frames.

The practical sweet spot for most nightscape photographers is 8 to 25 frames. This means a shooting session of 5 to 12 minutes at the same composition before moving on. Shoot more if the sky is cooperating. There is no upper limit.

One practical note: these numbers apply to shot noise, which is the dominant noise source in typical nightscape exposures of 15 to 30 seconds. Keep your individual exposures long enough that the sky is actually bright. Very short sub-exposures shift the noise balance toward read noise, which does not improve with stacking the same way.

4 frames

~50% less noise

9 frames

~67% less noise

16 frames

~75% less noise

25 frames

~80% less noise

Ready to stack your frames?

NightScape Stacker handles the complete workflow. $99 one-time, Mac, Windows, and Linux.

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Also: Why stacking matters · FAQ

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Stacking tutorials, Milky Way workflow guides, and NightScape Stacker updates. Written for landscape astrophotographers, not telescope operators.