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Studio ExperimentFreePainter editorial experiment

How to Paint Clouds From a Photo: A Four-Pass Structure Test

We rebuilt one fictional cumulus sky in four passes. The cloud stopped looking like a row of white cotton balls only after silhouette, connected values, one light direction, and unequal edges began describing the same volume.

Study design4 passes

silhouette, values, light, then edges

Four versions of one fictional cumulus sky compare a scalloped outline, a grouped silhouette, connected light and shadow masses, and a final edge hierarchy above the same landscape.
Figure 01Original deterministic cloud-painting experiment by FreePainter Studio Research; an editorial simulation, not a photograph, physical painting, weather observation, or software benchmark.

To paint clouds from a photo, first group the cloud into one large silhouette, one light mass, one connected shadow mass, and one nearly horizontal base; then vary the edges according to form and distance. Do not start by tracing every puff or dabbing white texture. If the big shape, light direction, and value connection are wrong, more blending only makes a softer cotton ball.

That is the central result of our four-pass test. We held one fictional landscape, cloud footprint, horizon, palette, and upper-left light direction still. The first version copied each rounded lobe as a separate white bump. The final version did not add many more shapes. It connected them into one volume, reserved the strongest light for a few turning planes, and let some boundaries dissolve into the surrounding sky.

What this comparison held still

The test depicts one invented fair-weather cumulus group above low blue hills. It is a deterministic vector study, not a photograph, physical painting, meteorological reconstruction, or image-model comparison. Across all four panels, the cloud occupies the same part of the frame and the sun comes from the upper left. Only the painting decision changes:

  1. outline: every visible bulge becomes an equally round scallop;
  2. silhouette: the lobes merge into one asymmetric envelope with a flatter base;
  3. value: lit top planes and one connected core shadow turn the envelope into volume;
  4. edge: selected sharp, soft, and lost boundaries place that volume in air.

The World Meteorological Organization defines cumulus as detached, generally dense clouds that develop vertically into mounds or towers. Their sunlit parts may be brilliant, while their bases are relatively dark and nearly horizontal. That is not a recipe for one generic cloud symbol. It is a set of structural facts to look for in the specific reference.

Pass 1: stop tracing the puff count

A photograph may show eight, twenty, or fifty bright protrusions. If each one receives a complete semicircular outline, the painter creates a necklace of equal objects. The result looks decorative because repetition replaces hierarchy.

Squint at the photo or reduce it to thumbnail size. Draw the outside envelope of the full group with no interior marks. Ask where it rises, leans, spreads, and returns to the base. Preserve two or three large direction changes. Merge the smaller bays and knobs into those larger movements.

Do not “correct” every cloud into a perfect cauliflower. WMO material also distinguishes ragged and wind-affected cumulus. A reference with frayed edges or a leaning tower should keep that asymmetry. The point is to identify the family of the shape before converting every fluctuation into brushwork.

Pass 2: connect the value masses

Next, reduce the reference to four local families: sky, lit cloud, turning halftone, and core/base shadow. A cloud becomes dimensional when those values describe one connected body—not when every lobe receives its own white cap and gray underside.

Place the shadow mass as one route through the cloud. It can widen, narrow, split briefly, and rejoin, but it should explain how adjacent lobes belong to the same volume. Keep reflected light inside that family; a slightly lighter note within shadow is not a new highlight.

Compare the shadow with the surrounding sky before making it dramatically dark. A backlit storm and a small sunlit cumulus do not share a value range. Our test uses a modest contrast because the subject is a fair-weather cloud, not a thunderhead. The method transfers; the exact values do not.

Pass 3: make every light note answer to one sun

Mark the light direction outside the frame. In our simulation it arrives from the upper left, so the upper-left turns can carry the cleanest light, interior turns step down, and the lower mass remains quieter. A bright rim on every side would describe several suns.

Paint the largest light plane first. Add only the secondary light shapes needed to turn the major towers. If a small bright accent does not clarify the silhouette, a plane change, or an overlap, remove it.

This is where a black-and-white check helps. Temporarily ignore hue and compare only the order of the values. If the “shadow” is scattered into unrelated polka dots, reconnect it. If every top is equally white, choose a dominant tower and subordinate the rest.

A five-gate cloud reference audit checks cloud family, horizon scale, light direction, connected values, and edge hierarchy before a painter adds small texture.
Audit the reference before polishing it. Texture belongs after the cloud family, placement, light, value connection, and edge roles agree.

Pass 4: assign edges instead of blending everything

Clouds need both definition and disappearance. The WMO notes that cloud upper surfaces can be better defined than bases and can carry greater luminance variation; appearance also changes with viewpoint and distance. In painting terms, that argues against one uniformly soft perimeter.

Choose a few edge jobs:

  • sharp: a small sunlit turn or overlap that states the focal tower;
  • firm: the main outer silhouette against clear sky;
  • soft: a turning underside, thin vapor, or subordinate interior transition;
  • lost: a place where cloud and sky meet at nearly the same value and the boundary can disappear.

Do not distribute them evenly. One sharp accent surrounded by quieter transitions reads more convincingly than twenty equally crisp scallops. Nor should every underside be airbrushed. A lost edge is a local relationship, not a blur filter applied to the whole cloud.

Place the cloud at the right depth

The NOAA Cloudwise chart notes a useful perspective cue: clouds near the horizon appear lower, more numerous, and closer together. In a landscape painting, repeat the same large, detailed cloud stamp down to the horizon and the sky tilts forward like a wall.

Reduce the apparent size and contrast of distant groups. Compress their vertical development, overlap them more tightly, and simplify their edges. Keep the nearest or dominant formation broader and more varied. If the horizon itself is the weak point, use the atmospheric-perspective landscape test to separate near, middle, and far zones before refining the sky.

Use the photo as an observation record

The Metropolitan Museum of Art describes John Constable's cloud studies as part of a systematic, decades-long effort to record changing weather and time of day. The V&A likewise presents his sketches as working observations. The practical lesson is not to imitate Constable's marks. It is to record conditions before memory replaces the specific cloud with a symbol.

Write four notes beside the reference: cloud family, light direction, darkest connected mass, and dominant edge. If the image is a video frame or burst, keep adjacent frames only to understand development—not to composite incompatible silhouettes into one frozen formation.

A ten-minute cloud study

Before a finished landscape, make a small study:

  1. crop the photo with the intended horizon and sky share;
  2. draw one outer envelope and one base line;
  3. fill the cloud with only light and shadow;
  4. add a halftone where the form turns;
  5. assign one sharp edge, two soft edges, and one lost edge;
  6. view it at thumbnail size and name the cloud's direction of growth.

If it reads as separate white coins, regroup the silhouette. If it reads as a flat sticker, reconnect the values and verify the light arrow. If it reads as foam, reduce the repeated texture and restore unequal edges. If it overwhelms the land, lower its contrast or simplify the distant groups.

Once the study works, keep its silhouette and light map fixed while trying a painterly version in the FreePainter landscape workflow. Ask for medium-specific marks only after the cloud already occupies believable air. Texture should reveal the structure you observed, not replace it.

References

The official sources below establish cloud structure, viewpoint-dependent appearance, near-horizon perspective, and the role of direct observational sky studies. The four-pass painting sequence and five-gate audit are original FreePainter Studio Research methods, not WMO or museum prescriptions.

References

  1. World Meteorological Organization. Cumulus — International Cloud Atlas. 2017 edition. Cited: Defines cumulus as detached, generally dense clouds with sharp outlines, vertical mounds or towers, rounded sunlit tops, and relatively dark, nearly horizontal bases.. https://cloudatlas.wmo.int/en/clouds-genera-cumulus.html Accessed September 7, 2026.
  2. World Meteorological Organization. Appearance of Clouds — International Cloud Atlas. Section 2.5.1.2. Cited: Explains that cloud outline, base, upper surface, luminance, and apparent continuity change with viewpoint and distance; upper surfaces are often more defined and varied in luminance than bases.. https://cloudatlas.wmo.int/clouds-appearance.html Accessed September 7, 2026.
  3. National Oceanic and Atmospheric Administration and National Weather Service. NOAA Cloudwise. Cited: Organizes ten basic cloud types by level and notes that clouds near the horizon appear lower, more numerous, and closer together.. https://www.weather.gov/media/owlie/cloud_chart.pdf Accessed September 7, 2026.
  4. The Metropolitan Museum of Art. Cloud study, John Constable. 1830–35. Cited: Describes Constable's systematic effort over decades to record changing weather and times of day; this watercolor-over-graphite study records a September sun sinking through clouds.. https://www.metmuseum.org/art/collection/search/727706 Accessed September 7, 2026.
  5. Victoria and Albert Museum. John Constable's sketches. 2026. Cited: Presents Constable's 1822 Study of Cirrus Clouds among open-air sketches and says his studies from nature recorded light, shade, and weather for later compositions.. https://www.vam.ac.uk/articles/john-constables-sketches/ Accessed September 7, 2026.

Cite this article

Mara Lin. “How to Paint Clouds From a Photo: A Four-Pass Structure Test.” FreePainter Studio Notes. Version 2026-09-07. Updated September 7, 2026. https://www.freepainter.com/blog/paint-clouds-from-photo