Purpose
The purpose of this site inspection was to...
- Test Peter Gascoyne's salt distribution photos to determine whether they can provide a quick and easy way to roughly quantify the amount of salt applied to an area.
- Develop a method, and protocol, that would maximize accuracy, speed, and documentation of amounts of salt.
This link displays all photos, with captions, in order.
Methods
Inspection location
This is the location of the University of Wisconsin Extension, a large building with numerous sidewalks parallel to streets and leading from parking to the building entrances. All sidewalks had been salted this morning, but there was no evidence that the parking pavement had been salted. Sampling lasted from about 1:00 to 5:00 pm on Feb. 20, 2026. I had sampled the site earlier, so I knew today's salting was normal, and that rain had removed all previous salt.
The sidewalk concrete at this location is relatively new, light in tone, and uniform in texture, making it excellent for comparing photos to pavement (except that the light tone minimizes contrast with salt). Foot traffic is light (about one person every two hours), reducing any pulverizing or dispersal of salt by feet.
I spoke to the Building Manager, Ms. Stevie Seltman, stevie.seltman@wisc.edu., whom I met while sampling. She knows the site is oversalted and has complained. She said she would file a complaint with building inspection.
The contractor salting the sidewalks is Maple Leaf Landscaping, 608-845-2203. The parking areas are salted by a different contractor. The contracts for salting are managed by U.W. Groundskeeping, which does snow removal for the central campus. Private contractors, rather than Groundskeeping, spread salt at 3500 because this location is separated from the university, but U.W. Groundskeeping still controls the contracts for work at 3500. If there's ongoing snow or some other problem, the Custodian at 3500 may become involved. So, there are 4 entities who may become involved with snow and ice removal at 3500. The onsite Building Manager has control of only the Custodian.
Weather
Conditions for sampling at this site and time were near ideal because...
- Foot traffic is very low.
- Concrete sidewalks are smooth, uniform, and relatively new.
- Prior salting was removed entirely by rain the previous night.
- Light snow triggered the salting, but all snow melted before sampling.
- Meltwater mostly dried before sampling.
- There was probably too little wind to blow salt off the pavement.
Moderate rain fell for several hours on the evening of 2/19, followed by temperatures dropping below freezing, then about half an inch (or less) of snow. Salt stains I had noticed on previous days were now gone.
When I arrived at 1:09 pm, all snow on the pavement had melted, although there were a few small patches of snow on the grass. The areas of pavement with more than light salt were still damp (dark in tone) but quickly dried within an hour or two during sampling. Wind prior to and during sampling was 10-15 mph, probably not enough to blow salt from the pavement, and about 1/3 of the salt was lightly adhering to the pavement anyway.
Since this was my first test of PG's photo standards in the field, myimethods changed from one sample to the next as I gained insights.Observations and Results
Overall distribution trends
Salt distribution along the sidewalks was highly non-random or clumped. Some squares had barely any salt, while others had much more salt. I took many photos showing half or more of all the pedestrian walks. There was even one substantial salt spill near the back entrance containing multiple small piles.
A distinctive pattern of salt distribution (right) suggests "sowing" by hand or from a scoop. The pattern resembles a "comet" with a blurry head, connected to a longer tapering tail
Besides clumping, another visible trend was for salt application to be heavier towards the entrances, on the one stair, and on other areas of concentrated traffic, such as where sidewalks meet the streets.
I could see numerous places where salt had scattered onto the lawn or shrub beds, within a few inches of the pavement. It's probable this wasn't caused by wind, but by bouncing/scattering when applied. I took a few photos (right) of the spillover but made no attempt to quantify how much or how far the salt had strayed.How much salt was dissolved by meltwater?
I don't believe there had been enough snow--with resulting meltwater--to significantly reduce the amount of salt I could see or collect. There were just a few places where significant dissolution of salt may have occurred. This combination of clues--no salt areas with sharp borders, plus salty footprints nearby--indicates the no-salt areas had been shallow puddles, with some flow-through, that were now dry. Link to photo.
Except for where the footprints originated, there were no salt stains on the pavement to suggest significant dissolution or aqueous transport of salt off the pavement.
However, the salted areas remained slightly damp (wet) for an hour or so after I arrived, so a small amount of salt could be distributed in a fine solid film on the concrete surface or have been absorbed a short distance into the concrete.
In two places where I collected salt, about 1/3 of the salt particles were lightly adhering to the pavement, but I was still able to use the dust bin to easily scrape all particles towards the center for final collection with a fine brush. This "adhesion" suggests a small amount of water surrounded some particles, then dried--indicating partial solution of these particles. But it was probably not enough to substantially reduce the salt collected.
How can salt disappear before samples are collected and weighed?
- Dissolution by rain, meltwater, or adsorption of humidity. See above.
- Wind. After a windy day, nearly all of the salt at 3500 Univ. Ave disappeared.
- Bouncing and scattering during application.
- Disturbance by foot traffic grinds to smaller particles, disperses salt, and can track out salty footprints.
- Collecting is incomplete, because some particles scatter or adhere, or wet salt binds to surface.
- Accidental loss at all stages, including weighing. Salt is slightly sticky; small amounts (1%?) tend to stay behind during each transfer (from brush to dust bin to transport container to scale.)
- Salt before application may contain rocky material as a contaminant. I did find a rocky particle about 1/8 in diameter in sample #9. I know it was rocky because it didn't dissolve in water. But I don't know if it was in the salt applied, or was introduced later.
Quantification of salt at 10 sample sites
To estimate salt on a site, I used PG's photos (Draft 1, calibrated by volume or weight, right), trying to match the pattern I saw on the pavement to the pattern displayed in the photos.
I call the collage of photos on the right the "field standard." It's used to estimate salt on a "field sample." The "field sample" may be a patch of sidewalk visually observed, or a photo of that spot.
The weights listed for each photo on PG's field standard represent the total weight of salt, scattered at various rates, on 250 square feet (or 10 sidewalk squares measuring 5 x 5 feet). Therefore, to calculate how much salt you could ideally collect in the field from a 1 sq ft patch of sidewalk: Multiply its "weight in lbs" printed by the photo on the field standard, x 16 oz, all divided by 250 sq ft.
Photos stored on Flickr show the context of all sample sites, plus verticals and closeups of each site. Obviously, sampling only the heaviest spots will bias results towards "oversalting." These context photos allow an observer to judge how representative the sampling locations are.
When selecting sample locations, I selected places of heavier salting-- the head of the "comet" described above, which were found on all walkways. Sites were selected in part because they were close to my vehicle (as you might expect an inspector to do). But I did not seek out the very heaviest clumps of salt. So I feel the sample locations are broadly representative of the many spots where a handful of salt landed. But not representative of salt in between these "landing spots."
Having picked a sidewalk square with fairly heavy salt, I then focused on a smaller area, roughly 18" square, that had the heaviest concentration.
For each spot, I picked a square (or photo) on PT's "field standard" representing a "weight" of salt that I thought matched best. Then I picked an adjacent square on the standard I thought matched second best.
I found myself using how many particles touched one another as a helpful cue. The apparent nonrandom distribution of the particles in the "field standard" made it a little harder to compare photos to pavement.
The photos below show each sample spot. For scale, use the width of the clip board, which is 9 in. Sites #8 and #9 where I swept a salt sample have a blue template 12 inches square. The salt was collected by sweeping with a soft brush towards the center, then using a plastic dust bin to scrape sticking particles towards the center. Finally, I removed all gathered particles with the brush by sweeping repeatedly into the bin, taking care not to scatter any.
Each estimate below is the weight of salt given on PG's chart (after making the conversion calculations described above). The bold number is my best match of one of PG's photos to the field sample. The non-bold number is my second best match. Click on an image to enlarge it.
#1: 30 oz-----40 oz per 250 sq ft
#2 15 oz-----20 oz per 250 sq ft
#3 30 oz-----40 oz per 250 sq ft
#4 10.5 lb-----13.5 lb per 250 sq ft
#5 13.5 lb-----16.5 lb per 250 sq ft
#6 13.5 lb-----16.5 lb per 250 sq ft
#7 20 0z-----30 0z per 250 sq ft
#8 9.0 lb-----10.5 lb per 250 sq ft Salt swept up=0.4 0z. Note the large 2 white spots surrounded by a dark halo are likely bird excrement. On close inspection, about 4 additional smaller spots of excrement can be seen. I don't think these spots significantly affect the salt estimate. The blue template was cut from poster paper.
#9 13.5 lb-----16.5 lb per 250 sq ft Salt swept up=0.9 oz.
#10 16.5 lb-----19.5 lb per 250 sq ft The image blow was enhanced to increase exposure, contrast, and sharpness.
- At #8, I collected 0.4 oz, or 60.0% of the amount of salt indicated by the first-choice visual estimate.
- At #9, I collected 0.9 oz. This actual salt was 105% of the salt indicated by my first-choice estimate, or 85% of the amount of salt indicated by the second-choice estimate. Measuring more salt than estimated indicates a bad estimate. Therefore, the second-choice estimate must be the more accurate one. This indicates of a small degree of inaccuracy in the first-choice estimate at #9--a one-step overestimation.
Discussion
- Degree of unevenness in tone, or mottling, of the background concrete.
- Degree of roughness. Depressions can trap salt or create shadows.
- Contrast of the photo. Easily manipulated after the photo is taken.
- Lightness/darkness of the concrete background. The darker the background, the easier it is to perceive the bright salt particles.
- Moisture makes the concrete darker, but if the salt also appears darker, then moisture provides no visual benefit.
- Lighting, whether diffuse or bright sun. I don't know whether bright sun would promote more accurate estimates. It's possible that the observer might perceive the long shadow of a salt particle as a second particle.
- Foot or vehicle traffic grinds down particles, leading to fewer (or smaller) distinct particles, plus a lighter background (where salt dust has accumulated).
Placing a 1 square foot template around a sample (#8 & #9) proved extremely helpful for documentation. When taking the documentation photo, just filling the camera viewfinder with the 1 ft square creates a length scale, while the template frames exactly the spot you are going to estimate, then gather salt from. Next, the template facilitates accurate removal of the salt by sweeping.
- More trials indoors with salt scattered on plain gray backgrounds. Measure how accurate comparison of field standards is to field samples.
- Trials indoors with mottled backgrounds similar to concrete.
- Trials indoors assessing how other variables degrade accuracy.
- Trials using ImageQ to create and compare "fingerprints" of salt samples.
- Trials in the field (in good weather any time of year) under varying conditions, comparing visual estimates to known amounts of salt spread.
- Develop protocols for how to handle extreme variability in salt distribution, and how to minimize bias.
- Decide on trigger level of salt for citations.
- Develop agreed on protocols for inspection of sites, and for training and regularly testing inspectors.















