· Analytic
LH NC Heat Stress
North Carolina is the third-largest US hog state. When summer heat and coastal humidity stack up, pigs stop gaining weight. We still count the severe-heat days in the hog belt — but the forward edge against a clean tradable benchmark is too small to size on.
At a glance
Current Reading
-0.117
Reading is -0.117 in the NORMAL band, nine trading days running
Signal State
Normal
NORMAL
Phase Duration
9 days
The signal has been in the NORMAL band for nine trading days as the hog belt has cooled…
Next Release
Nightly
Weather data updates daily, so the reading refreshes nightly
As of Oct 29, 2026. Updated nightly.
OBJECTIVE
North Carolina produces close to ten million market hogs a year, almost all of them concentrated in the Eastern coastal plain where Smithfield Foods and Tyson have built out dense finishing operations. It is a brutal environment for pigs in summer. Coastal humidity does not let the heat dissipate overnight, and when daytime temperatures push into the nineties the combined heat-humidity load on the animals is severe enough to measurably hurt production.
Hog producers measure this with the Temperature-Humidity Index (THI). When THI pushes above 90 — think a 98-degree afternoon with 70 percent humidity, or a 95-degree afternoon with saturating 85 percent coastal humidity — pigs are in the emergency-stress range where feed intake collapses and mortality risk rises. (Finishing efficiency actually starts dropping much lower, around THI 84, but THI 90+ is where acute events happen.) Enough severe-THI days in a row and you get measurably less pork coming out of that region a few months later, through PRRS and PEDv disease pressure and feed-intake collapse.
This signal counts the number of severe-THI days (THI greater than 90 at the day peak) over the last 30 days in the North Carolina hog belt, standardizes that count against the historical distribution, and bounds the result between -1 and +1. Positive readings mean many severe heat days recently; negative readings mean mild conditions. The signal is seasonal by physical design — it is near zero outside June through September because the physical driver (sustained Carolina coastal heat) is not present in winter.
A note on status: this signal was removed from the LH Supply Census Composite on 2026-10-30 after re-benchmarking against the proper CSI tradable Lean Hogs back-adjusted series. The information coefficient against the clean tradable benchmark came in at +0.009 with a p-value of 0.37 — statistically indistinguishable from zero. Historical regime bands against the tradable benchmark show the Sustained Heat band (37.1% of days) delivering only +0.47 percent average forward 60-day return versus the baseline of +0.43 percent mean, -0.22 percent median; the Normal band delivers -0.86 percent; Mild Conditions delivers -0.41 percent. None of these separates far enough from baseline to earn a seat in a sized composite. The page stays live for research-interest readers who want to track the physical mechanism, but it is informational only — it no longer contributes to any sized directional call on Lean Hogs. See the methodology section for the full re-benchmarking story.
LIVE CHART
36 years of NC hog belt heat-stress days — the seasonal lens on regional pork supply.
The blue line is this signal reading on the left axis. The orange line is Lean Hogs futures (the thing you care about) on the right axis. The pattern to watch for is blue-line spikes in the summer months — those are the moments the NC hog belt is physically stressed and the mechanism says supply pressure may build into the fall. Today the blue line is near zero inside its normal band, and it will remain there through the winter by design.
COMPOSITE
-0.1 / 100
STATE
Normal
PHASE
0
FWD 60d
-0.86% (baseline +0.05%)
SAMPLE N
9,048 days
TODAY’S PLAYBOOK READING
STATE
NORMAL
READING
-0.117 in the NORMAL band, nine trading days running. NC heat season ended weeks ago, so the signal is correctly inactive until next June. Removed from the LH Supply Census Composite 2026-10-30 after tradable-benchmark re-measurement.
WHY IT MATTERS
North Carolina is the third-largest US hog state, concentrated in Smithfield and Tyson finishing operations. In summer, severe heat-humidity days hurt pig performance and (in theory) tighten pork supply a few months later. The physical mechanism is real and the signal still measures it correctly; the problem is that it does not translate to a reliable 60-day forward edge against the clean tradable Lean Hogs return (IC +0.009, p=0.37 — statistically zero).
POSTURE
No posture from this signal. It is informational-only as of 2026-10-30. For the sized directional call on Lean Hogs supply, see the LH Supply Census Composite — the three-input blend (futures curve, hog-corn margin, Canadian border) that replaces the previous four-input playbook this signal used to belong to.
WHAT THE CHART SHOWS
The composite sits at -0.117 in the Normal band. The NC hog belt has moved out of its summer heat season; stress days have dropped sharply as autumn frontal passages reach the Carolina coast. The signal is in listen-mode until next June, when NC coastal humidity starts stacking into the kind of multi-day heat events this signal is built to count.
TOP INPUTS FIRING
- Primary composite -0.117 State Normal; signal in listen-mode, not act-mode. Correctly flat in October.
- Raw z-score -0.20 30-day rolling count of severe-THI days in the NC hog belt, z-scored on a trailing 5-year window.
- Seasonal design window: June through September By physical design, the signal is near zero outside this window because severe-THI days are rare in NC.
THE TAKEAWAY
What this means for you today
IF YOU ALREADY HAVE A VIEW ON LEAN HOGS
This signal is not asking you to lean any direction today, and starting 2026-10-30 it is not asking you to lean in any direction ever based on this signal alone. The 60-day forward edge against the proper tradable benchmark is too small to size on. If your Lean Hogs view is coming from the futures curve, the hog-corn feed margin, or Canadian border flows — those are the three inputs that still carry weight in the LH Supply Census Composite — act on the composite’s blended read. This signal is informational only now, both because of the season (late October, physical driver absent) and because of the structural reckoning (benchmark correction, edge dissolved).
HOW TO TRADE THIS SIGNAL
You do not trade this signal, standalone or otherwise. As of 2026-10-30 the composite does not carry this input at any weight, so there is no derivative read to act on from this page. The LH Supply Census Composite now blends three inputs — the futures curve, the hog-corn feed margin, and Canadian border flows — into a daily directional call. If you want the sized read on Lean Hogs supply, that is the page to watch. This page remains available as a track-the-physical-mechanism research signal only.
THE REGIME MAP
The three states, forward returns and sample share
Three bands sit on this signal, measured against the CME Lean Hogs back-adjusted tradable return — the proper price series a real futures trader would experience. Sustained Heat (37.1% of trading days) delivers an average fwd60d of +0.47% — essentially matching the baseline of +0.43% mean (median -0.22%). Normal (9.0% of days, today’s band) delivers -0.86%. Mild Conditions (53.9% of days) delivers -0.41%. None of these bands separates meaningfully from baseline, and the overall information coefficient of +0.009 with p-value 0.37 is statistically indistinguishable from zero. This is why the signal was removed from the LH Supply Census Composite on 2026-10-30. The physical mechanism continues to operate on hogs in NC coastal plain finishing yards every summer, but at the 60-day forward horizon on tradable Lean Hogs returns, no edge survives.
| State | Phase | Share | Fwd 60d | HAC t | Edge vs baseline | Last firings |
|---|---|---|---|---|---|---|
| Sustained heat | +1 | 37.1% (3359 d) | -9.34% | -10.93pp | May 2026, Apr 2026, Jun 2025 | |
| Normal TODAY | 0 | 9.0% (817 d) | -2.28% | -3.88pp | Oct 2026, May 2026, Apr 2026 | |
| Mild conditions | -1 | 53.9% (4873 d) | +3.74% | +2.15pp | Oct 2025, Oct 2024, Oct 2023 |
Thresholds are tuned on the historical distribution of 30-day severe-THI counts in the NC hog belt. "Severe" means THI greater than 90 at the day’s peak, which is the swine-industry standard for measurable production stress. Band breakpoints are expressed in standard-deviation units of the raw count.
THE TRACK RECORD
State changes
| State | Start | End | Duration | Fwd 60d LH |
|---|---|---|---|---|
| Mild Conditions | 10/29/2024 | 04/17/2025 | 118d | +3.91% |
| Normal | 04/21/2025 | 05/01/2025 | 9d | +22.22% |
| Sustained Heat | 05/02/2025 | 05/02/2025 | 1d | +11.95% |
| Normal | 05/05/2025 | 05/15/2025 | 9d | +12.17% |
| Sustained Heat | 05/16/2025 | 05/23/2025 | 6d | +8.53% |
| Normal | 05/27/2025 | 06/10/2025 | 11d | +7.51% |
| Sustained Heat | 06/11/2025 | 10/10/2025 | 85d | +7.80% |
| Normal | 10/13/2025 | 10/22/2025 | 8d | +3.99% |
| Mild Conditions | 10/23/2025 | 04/02/2026 | 111d | +2.03% |
| Normal | 04/06/2026 | 04/15/2026 | 8d | +13.18% |
| Sustained Heat | 04/16/2026 | 05/13/2026 | 20d | +7.15% |
| Normal | 05/14/2026 | 05/19/2026 | 4d | +2.99% |
| Sustained Heat | 05/20/2026 | 10/16/2026 | 104d | +4.24% |
| Normal | 10/19/2026 | 10/29/2026 | 9d |
Scroll inside the table for the full history. Forward 60-day LH is measured from each run’s start date; a reader cannot trade off a start-date they only identify in hindsight, so this is a transparency log, not an alpha claim. Asterisked (*) returns are partial. The run is less than 60 trading days old. The full 60-day comparable fills in as more data arrives.
What this measures
We watch one physical quantity: how many severe-heat days have hit the North Carolina hog belt in the last 30 days. “Severe” means the Temperature-Humidity Index (THI) crossed 90 at the day’s peak, which is the swine-industry’s own standard threshold for stress that measurably affects pig performance. We tally those days over a rolling 30-day window, then z-score the count against the historical distribution so we know what counts as a big number for this specific stress metric. The intuition the mechanism makes: a cluster of severe-THI days in June, July, or August should mean pigs in that region are not finishing as efficiently as normal, which should mean slightly less pork coming to packing plants two to four months later, which should mean a tighter US pork market and a tailwind for Lean Hogs futures. That is the theory. In practice, as the next sections will discuss, the data does not line up with the theory as cleanly as we would like, which is why this signal is sized conservatively.
Why it matters
Why Lean Hogs traders might care
Most Lean Hogs supply inputs are national — total slaughter counts, cold storage, hog-corn margin. This signal is deliberately regional. North Carolina is 10 percent of US hog production but overwhelmingly concentrated with Smithfield and Tyson, so weather stress in that one state hits the supply pipeline with more concentrated force than its headcount share suggests. The physical mechanism is also one of the most intuitive in the whole livestock complex: hot humid air, pigs stop gaining weight, less pork comes out of that region a few months later. That is a story anyone who has ever been outside in July can understand.
Why the historical data complicates the story
When Priya ran this signal through the quant back-test, the linear correlation at the 60-day forward horizon came back at -0.52. That is a strong NEGATIVE correlation, which is the opposite sign from what the heat-stress mechanism predicts. Over the full sample, when the signal spiked bullish (lots of severe heat days), Lean Hogs tended to drop in the following 60 days, not rally. There are reasonable explanations — producers may be pulling marketings forward during heat waves to beat further stress, or the summer-weight hog cycle may already be priced in — but the raw empirical read does not confirm the physical mechanism as a sized bullish-LH call. This is why the signal carries only 10 percent weight in the LH Supply Census Composite.
How to use this signal today
Today it is telling you nothing, and that is appropriate for late October. The signal is seasonal by physical design — it can only fire when NC is actually hot and humid, which is June through September. In the current window (October through April) the reading sits near zero because the physical driver is not present. If you were tempted to lean on this signal for a fall or winter Lean Hogs call, this signal would politely say "come back in June." Where it earns its 10 percent weight is in summer, when extreme stress regimes DO carry some directional information even though the linear fit does not confirm the mechanism.
Not investment advice · The analysis on this page is informational and educational. Signal readings, historical case figures, and empirical statistics are derived from publicly available data and are provided without warranty. Hypothetical performance results have inherent limitations, including the benefit of hindsight. Readers who intend to trade should consult a licensed investment professional and see the research brief for the full disclaimer.
Last refreshed Oct 30, 2026 10:50 AM ET
