Baler vs shear: how to tell them apart in satellite imagery
If you're pulling up satellite or aerial imagery on a yard you haven't visited yet, the equipment itself usually isn't the giveaway. At 0.5m resolution or better you can make out shapes and shadows, but a baler and a shear often read as the same blocky footprint from straight overhead. What tells you which one you're looking at is what's piled around it.
Start with the output pile, not the machine
A baler takes light iron, cans, turnings, whatever's been fed through the shredder or sorted off the line, and compresses it into uniform blocks. From the air those blocks stack into neat rows, often banded, often with a flat top and squared-off edges you don't see anywhere else in a scrap yard. If you see rectangular stacks lined up like pallets of concrete block, you're looking at baled output, and the machine feeding that pile is a baler.
A shear does the opposite kind of work. It cuts heavy melt, structural beams, rail, pipe, down to furnace-chargeable lengths. The pile next to a shear is not uniform at all. You'll see cut sections laid in rough rows or heaped, varying lengths, no banding, no square stacking. That irregularity is the tell. Shears don't produce a tidy product the way balers do, and the imagery shows it.
What the structure itself tells you
Balers are usually housed. You'll see an enclosed box structure, sometimes with a feed conveyor running into one end, sitting near the non-ferrous or light-iron processing area of the yard. The footprint reads as a single solid rectangle with a shadow line that doesn't move much visit to visit, because the unit is bolted down and stays put.
Shears show up two ways. A stationary shear sits on a fixed mount, usually closer to the heavy melt staging area, with a hydraulic ram housing that's longer and narrower than a baler's box. A mobile shear is just an attachment on a material handler or excavator, so in that case you're not looking for a fixed structure at all. You're looking for a handler parked next to a cut pile, jaw extended, working a beam or a car body. That's where baler vs shear ID gets harder from directly overhead, because a shear attachment on a boom doesn't have a footprint of its own the way a baled stack does.
Where this gets ambiguous
Yards that run both will put them close together, often in the same processing bay, and from a single still frame it's easy to mistake one pile for the other if the cut lengths happen to be short and uniform. Shadow angle matters more here than people expect. A low sun angle at capture time throws a long shadow off a shear's ram housing and flattens the shadow line along a baler's roofline, which is the fastest way to separate the two when the stockpiles alone don't settle it. A provider that shoots at a consistent time of day makes this comparison repeatable from one pass to the next.
Why you'd bother doing this from a desk
None of this replaces a site visit. But if you're scoping a market before you ever call the yard manager, knowing whether a facility runs a baler, a shear, or both tells you what grade of scrap they're set up to move and roughly where they sit in the processing chain. That's useful before you've spent a day driving between gates.
It's also a different question than counting the fleet that moves material day to day. The quarterly per-yard machine counts we run cover the material handlers, wheeled loaders, and crane-type units working each yard, which is the piece that tells you how much iron is physically turning over at a site, not just what processing equipment is parked there.
If you're trying to size up a scrap market before you knock on a gate, that fleet count is a good place to start.