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Fully Drawn Research · Field IntelligenceWorking Paper 101 · Population Signals
Three forest towers · 19,791 half-hours · Plume studies · No distance claimed

Your Smell Travels as a Ragged Ribbon Instead of a Cone

FDR Research Desk · · State wildlife-agency public records & FDR analysis

The arrow on a wind display marks the average direction taken by scent-carrying air. It leaves out the surrounding fan of directions, which opens widest in the lightest wind. At a Virginia forest tower, the usual spread in wind direction was 36.2 degrees when speeds fell below 1 m/s (roughly 2 mph); speeds reaching 5 m/s (11 mph) or more yielded 18.8 degrees. Records at two other towers followed the same pattern. Odor reaches locations within that fan in pulses. In one woodland experiment, released ions represented a scent plume; detectors as far as 10 m downwind registered the signal during only 20% of monitoring time. We can measure the fan's width, but we cannot measure its reach with these records. This paper therefore supplies no distance.

Key findings
  • At three forest towers, directional spread for speeds under 1 m/s was 1.7 to 1.9 times the spread for speeds reaching or exceeding 5 m/s: Virginia's comparison was 36.2 against 18.8 degrees, New Hampshire's was 40.7 against 21.8, and Michigan's was 30.3 against 17.8.
  • A separate method first averaged direction by one-minute intervals and still found half-hour spreads of 32.9 to 50.7 degrees in light air, versus 6.2 to 10.8 when wind speeds were highest.
  • With ions tracing a plume, a stationary detector encountered odor during 20% of observation time. With foliage on the oak-hickory trees, gas-tracer testing found wind speeds among the trunks of only 0.1 to 0.7 m/s in each of 81 sampled half-hours.
  • Tower records let us calibrate the fan's width. Calibrating its reach would require an emitted tracer plus an odor threshold; since we possess neither, we deliberately left that reach uncalibrated.

IVisual model

A cone combines time, while a nose stays in one place
Figure 1 · The same source and average wind, two pictures
A cone is an average. A detector reads a ribbon
Map picture: a solid cone you average wind one spot Reading at that spot Odor all the time What detectors read: a torn ribbon one spot you the ribbon wanders Reading at one spot Odor about 1 time in 5
Schematic, not to scale. The one-in-five reading is from Murlis, Willis and Cardé (2000): ion detectors up to 20 m downwind in open fields and up to 10 m in a forest, with a signal present 20% of the time. An ion tracer stood in for a pheromone plume. It is not a measurement of human scent or of a deer's nose.

A cone-shaped scent diagram describes where odor occurs when observations are averaged across a long period. A nose stays in one place, where the sequence is different: a whiff, clean air, another whiff, more clean air. The sequence was tested in 2000 by Murlis, Willis and Cardé, who used charged ions to stand in for a pheromone plume. They set detectors as far as 20 m downwind across open fields and as far as 10 m downwind among trees. Both settings yielded a signal during only 20% of monitoring time. Forest intervals without odor bursts were at least three times as long as the corresponding intervals in fields. Each burst contained a series of spikes, averaging three in field conditions and seven among trees.

In his 2021 review, Cardé describes airborne plumes as filaments of odor separated by clean air. He also notes that filaments exceeding the concentration needed to trigger a response can persist over long distances. Rigolli and colleagues (2022) simulated odor moving through turbulent air. At the height of the source, their results show that same pattern: odor-filled pockets travel several meters downwind as turbulence breaks them apart.

These studies used neither deer as detectors nor human scent as the experimental odor. The ion-based plume representation, the moth antennae used to check it, and the simulated airflow illustrate how odor reaches a location. They cannot establish the amount of scent a whitetail requires.

IIBeneath the canopy

A tracer trial closest to stand conditions

In 2004, Thistle's research team collected more than 13,000 gas-tracer samples across three forests, sampling 1.2 m off the ground. Of those forests, one was an eastern stand of oak-hickory in the central Appalachians. The researchers wanted to inform where bark beetle pheromone should be placed, using the gas as its substitute. A fast analyzer revealed that plumes averaged across a half-hour combined narrow filaments. The authors found wider and more frequent plume wandering following the morning transition to unstable conditions, when daytime warmth mixes the lower atmosphere. Under stable conditions, usually found from dusk until a couple of hours after dawn during the warm season, odor stayed more concentrated and held a steadier bearing.

Two observations bear on a hunter's stand. Throughout the oak-hickory experiments, every half-hour average for wind low among the trunks fell between 0.1 and 0.7 m/s, covering all 81 half-hours. That puts it at or below the lightest group from our towers. The authors' August description also notes weak winds among the trunks with relatively little variation through the day, attributing that consistency to the closed canopy's suppression of atmospheric stability changes.

IIITower measurements

Light winds allow the widest directional fan

Our analysis covered three National Ecological Observatory Network towers, with sites in Virginia, New Hampshire and Michigan. An ultrasonic anemometer mounted at each tower's top logs wind 20 times per second. We estimated the wandering of wind direction for each half-hour. For this calculation, we took horizontal wind variability, expressed as sideways wind's standard deviation, divided it by mean wind speed, and translated the resulting ratio into an angle. This estimate is what we term directional spread. We excluded half-hours whose mean winds fell below 0.3 m/s.

Figure 2 · Typical direction spread by wind speed, one forest tower
The lighter the wind, the wider the direction spread
01Under 1 m/s (under 2 mph)36.2
021 to 2 m/s (2 to 4 mph)24
032 to 3 m/s (4 to 7 mph)19.8
043 to 5 m/s (7 to 11 mph)19.5
055 m/s and up (11 mph and up)18.8
Median estimated direction spread in degrees (one spread either side of the mean direction) for 6,958 half-hours at the Virginia tower, grouped by that half hour's mean wind at the tower top. Half-hours per group: 862, 1,474, 1,668, 2,177 and 777. Source: NEON eddy-covariance tower, FDR analysis.

In Virginia, typical directional spread reached 36.2 degrees below 1 m/s. The resulting fan spans 72.4 degrees when one spread is allowed to either side of mean direction. At wind speeds of at least 5 m/s, directional spread was 18.8 degrees, corresponding to a fan spanning 37.6. Most of the reduction happens before wind reaches 3 m/s (7 mph), as spread falls from 36.2 to 19.8; further increases in speed produce little additional change. One out of four half-hours with light air had spreads exceeding 45.2 degrees, giving fans broader than 90.4.

As wind strengthens, horizontal variability itself also increases. Median standard deviation rose from 0.461 m/s for the lightest group to 2.016 m/s for the strongest group. Mean speed increased faster, starting at 0.68 and reaching 5.82 m/s. Sideways variation therefore accounts for a much bigger fraction when the wind is light.

TowerHalf-hours keptSpread, wind under 1 m/sSpread, wind 5 m/s and upRatioOne-minute method, same two groupsDay over night vertical churn, Oct to Feb
Virginia (2022 to 2023, 7 months)6,95836.2 (n 862)18.8 (n 777)1.9238.6 and 8.92.15
New Hampshire (2022 to 2023, 5 months)5,93140.7 (n 1,924)21.8 (n 550)1.8650.7 and 10.82.35
Michigan (2022 to 2024, 6 months)6,90230.3 (n 149)17.8 (n 792)1.7032.9 and 6.21.55

Spread is in degrees. The ratio divides the light-air median by the strong-wind median. The one-minute method takes the spread of the thirty one-minute mean directions inside each half hour, for the same two wind groups. Vertical churn is the median vertical wind variance from 8:00 to 17:59 local clock time divided by the same measure for the other hours, using October 2022 to February 2023 at all three towers. Virginia has seven months of record, New Hampshire five, and Michigan those five plus July 2024. Michigan has only 149 half-hours under 1 m/s, so its light-air figure is thin. Source: NEON eddy-covariance towers, FDR analysis.

We checked whether dividing by a small value could be creating the pattern. Our second measure used the standard deviation among the thirty directions averaged over one-minute periods within each half-hour. Because it leaves out rapid turbulence, this method gives smaller spreads in breezier air (Virginia: 8.9 degrees) while still showing large spreads under light winds (38.6). Resampling whole days for the primary half-hour analysis placed the 95% range for Virginia's ratio of 1.92 between 1.81 and 2.01. Across the three towers from October to February, vertical wind variance, a measure of the air's upward and downward churn, was 1.55 to 2.35 times as high from 8 a.m. to 6 p.m. local clock time as during the remaining hours.

IVMeasurement boundaries

What hunters cannot learn from these records

The sensors sit 35.68 to 51.88 m high, above canopies whose heights the files' metadata gives as 20 to 30 m. Our measurements did not cover directional spread at stand level, where leaf-on tracer experiments in oak-hickory woods found weaker winds. Our spread calculation uses each tower's own statistics at 20 Hz. The check based on one-minute directions produces the same ordering, although magnitudes differ. The share of half-hours excluded because of failed tower quality flags or missing values ranged from 12.0% to 30.0%. Whether the omitted records differ from the ones we kept remains unknown. Each tower covers different months. Only the column for vertical churn therefore matches seasons across sites, and Michigan's lightest-wind group contained just 149 half-hours.

Our calibration file leaves two quantities uncalibrated. Calibrating the ratio of peak odor concentration to its average requires releasing a tracer. Establishing the detection threshold calls for a scent source plus a study of the receptor. Without those measurements, any distance in yards would be guesswork. The plume papers cited here conducted trials with ions and tracer gas over distances of 10 and 20 m, so those papers cannot provide yardage either.

VStand decisions

Treat the arrow as the fan's average bearing

Think of a wind arrow as the average bearing surrounded by a fan of directions. As winds ease, that fan expands. Judge a stand against its full width rather than using the arrow's line alone.

  • At speeds below about 2 mph, median spread in the tower records points to a fan about 72 degrees across. At Virginia's tower, a quarter of the half-hours with light wind had fans exceeding 90. We obtained that width by doubling a tower-top estimate; no measurement established it as the scent boundary at stand level.
  • Once winds reach about 11 mph or higher, that same calculation points to a fan about 38 degrees across. The fan contracts, with the arrow closer to mean direction. We did not, however, test the accuracy of arrows in forecasts.
  • Make sure no part of the fan, including either edge and the space between, intersects the trail where you expect deer to travel or the route you take in. When the fan cannot clear those routes, hold that stand for a breezy day.
  • Air beneath the canopy is probably slower than air at tower height. Across all 81 half-hours of oak-hickory testing, wind between the trunks stayed between 0.1 and 0.7 m/s. We would not rely on a fan there being narrower than in light air. This is our interpretation, without a measurement of that width.

Our guide to when to trust a wind forecast describes the failures of forecast arrows on cold mornings with clear skies and calm air. Our paper, the wind you cannot see, examines thermal effects. To observe the fan's behavior on ground you hunt, write down how the wind felt and retain records from empty sits, following the scouting log guide.

Notes & disclosures
  1. Source: Murlis, Willis and Cardé 2000, Physiological Entomology 25(3):211-222.
  2. Source: Cardé 2021, Annual Review of Entomology 66:317-336.
  3. Source: Thistle et al. 2004, Forest Science 50(5):610-625 (USDA Forest Service reprint).
  4. Source: NEON bundled eddy-covariance data product DP4.00200.001.
  5. The direction spread is an estimate: the arctangent of the horizontal wind standard deviation over the half hour's mean wind, computed from the tower's own 20 Hz statistics. A second method, the spread of one-minute mean directions, gives the same ordering with different sizes.
  6. The sonic anemometers sit at the top of towers above the canopy (35.7 to 51.9 m up), not at stand height, and the forest tracer study measured trunk-space winds far lighter than the tower's.
  7. Between 12.0% and 30.0% of half-hours failed the tower's quality flags or had missing values, and half-hours with a mean wind under 0.3 m/s were dropped too. We do not know whether the dropped half-hours differ from the kept ones.
  8. Tower months differ: Virginia has seven months (October 2022 to February 2023, June 2023, November 2023), New Hampshire five, Michigan five plus July 2024. Only the vertical churn column is season matched.
  9. The odor plume numbers come from ion, tracer gas and simulation work. None used human scent or a deer as the detector.
  10. FDR did not calibrate the peak-to-mean ratio or a detection threshold, so no distance is given anywhere in this paper.

Fully Drawn Research is an independent data analysis desk, not affiliated with the Illinois Department of Natural Resources, the Illinois Department of Transportation, or any mapping or outfitting provider. Fully Drawn Research is an independent data and analysis desk. This paper reports FDR's analysis of public data. Harvest figures describe animals reported or estimated as harvested, not population size, and reflect hunter effort and regulations as well as animal numbers.