Demand shock · Iowa (corn harvest and grain drying) · 4 Nov 2026
A late Iowa corn harvest dries on propane whose price follows the Gulf hub
Acceptedby an independent counter-analyst, 4 Nov 2026
In 30 seconds
- What happened
- A wet September delayed Iowa's corn harvest, so more corn is being cut in November and dried with propane in the weeks when Midwest homes start heating and US propane exports run at a record yearly pace.
- Why it matters
- An Iowa elevator drying corn on propane buys its extra gallons at a price that has risen every week since early October; so far that rise follows the national hub price rather than a Midwest gap, and a per-point drying charge passes the fuel cost to growers.
- What to watch
- Whether Midwest propane stocks for the week ending 20 November (EIA, 25 November) stay above 16,000 thousand barrels, and whether Iowa suspends drivers' hours for propane haulers before 30 November.
The chain
- L1 · ObservedSeptember 2026 rainfall in Iowaharvest progress in Iowa and Nebraska on 1 November
- L2 · Untestedcorn cut in November rather than Octobergrain moisture at delivery and propane burned per bushel
- L3 · Contradictedgrain-drying demandthe Midwest stock draw of September 2026
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Iowa's corn harvest ran behind its 2021-2025 pace on 1 November, and corn cut in November is dried with heat or held wet. The Midwest residential propane price rose for four straight weeks from the 5 October survey to 2.298 dollars a gallon on 2 November; at Iowa's lower survey price the fuel for one point of drying costs about 3.3 cents a bushel. Midwest stocks stood at 17,697 thousand barrels on 30 October, drawing since August inside a larger Gulf-led national draw, and the 7 October statement of the Propane Education and Research Council that supply is great is tested by whether their draw to 20 November stays at or below 2024's pace.
Geography: Iowa (corn harvest and grain drying) / Nebraska (corn harvest and grain drying) / Midwest (PADD 2) propane stocks and residential prices / Mont Belvieu, Texas (propane hub and export supply).
Behind this edition: a reasoning dossier of 37 sourced constants, 10 bounded constraints and a 8-link chain (3 untested, 1 contradicted), accepted by an independent reviewer on 2026-11-04. Read the dossier →
The three data series
Data table (the twelve points drawn for each series)
| Period | Value |
|---|---|
| 2025-W44 | — |
| 2025-W46 | 97 |
| 2025-W47 | 99 |
| 2026-W36 | 0 |
| 2026-W37 | 2 |
| 2026-W38 | 4 |
| 2026-W39 | 5 |
| 2026-W40 | 7 |
| 2026-W41 | 14 |
| 2026-W42 | 26 |
| 2026-W43 | 47 |
| 2026-W44 | 66 |
| Period | Value |
|---|---|
| 2026-W33 | 19,116 |
| 2026-W34 | 19,405 |
| 2026-W35 | 19,031 |
| 2026-W36 | 19,169 |
| 2026-W37 | 18,937 |
| 2026-W38 | 18,549 |
| 2026-W39 | 17,963 |
| 2026-W40 | 18,501 |
| 2026-W41 | 18,480 |
| 2026-W42 | 18,640 |
| 2026-W43 | 17,999 |
| 2026-W44 | 17,697 |
| Period | Value |
|---|---|
| 2026-W08 | 2.21 |
| 2026-W09 | 2.20 |
| 2026-W10 | 2.19 |
| 2026-W11 | 2.19 |
| 2026-W12 | 2.19 |
| 2026-W13 | 2.19 |
| 2026-W14 | 2.18 |
| 2026-W41 | 2.06 |
| 2026-W42 | 2.11 |
| 2026-W43 | 2.16 |
| 2026-W44 | 2.20 |
| 2026-W45 | 2.30 |
Each panel draws the last twelve points of a series its publisher lets us share, on its own scale. A dashed line marks a threshold of one of the dated hypotheses below. Restricted observations are not sent to the browser.
Why these series belong together
Three open series follow the chain from field to fuel bill: weekly Iowa corn harvested (USDA NASS), Midwest (PADD 2) propane stocks (EIA) and the Midwest residential propane price (EIA), with Iowa rainfall (NOAA) and US propane exports (EIA) beside them. No public series measures delivered moisture or drying gallons.
What the weather and the harvest did
Iowa had 7.83 inches of rain in September [F10], its fourth-wettest since 1895, against 1.82 a year earlier [F11] and 6.21 in 2019 [F12]. On 1 November Iowa had harvested 66 percent of its corn [F1] against a 2021-2025 average of 79 [F2], up from 47 a week earlier [F7]; Nebraska stood at 66 against 75 [F3] [F4]; 2019 was later, at 43 [F8]. Every weekly October report of the Iowa Department of Agriculture was warmer than normal, and the crop matured on time.
What stocks and exports did
Midwest propane stocks were 17,697 thousand barrels on 30 October [F13], against 20,761 a year earlier [F14] and 22,034 in 2024 [F15]. They peaked at 19,405 on 21 August [F16] and fell to 17,963 by 25 September [F17], with Iowa 5 percent harvested [F48], while both earlier autumns built [F44] [F45]. From 21 August to 30 October the US drew 7,411 thousand barrels and the Gulf Coast 6,614 (EIA): the Midwest carried 23 percent of the national draw. US exports were 1,869 thousand barrels a day in the week to 30 October [F25], below the same week of 2025 and 2024 [F26] [F27]: the record is the year's pace, not the latest week [F28].
What the price did
The Midwest residential price went from 2.055 dollars a gallon in the survey of 5 October [F32] to 2.298 on 2 November [F30], a rise of 0.243 over four weekly surveys, against 0.011 to 0.064 over the same four weeks of 2021-2025. It is 0.358 above a year earlier [F31] and below the same week of 2021 [F34]. The US average rose 0.375 on the year, slightly more; Iowa's price was 1.859. The Mont Belvieu hub price, a licensed series read at its source, rose first.
The mechanism, and what else could explain it
Hypothesis · Corn standing into November dries about one point a week in the field instead of two and a half in October, so more reaches the dryer wet. If the third of Iowa's crop still standing on 1 November came in at the 20 percent moisture elevators reported in 2019, drying it to 15 percent would take about 2.04 million barrels, 11.5 percent of Midwest stocks [F13]: the propane is in storage; the limit would be delivery.
Hypothesis · Other readings compete. The warm October may have dried the corn in the field, making 20 percent an upper case. The Midwest draw began before the harvest inside a larger Gulf-led draw, so exports and the northbound flow explain it better than dryers; that reading holds on its first claim only, since no series measures the flow. The price rise so far is national, carried by the hub, with no Midwest premium. Elevators on gas mains dry without propane.
Who sits on this chain
NEW Cooperative runs a propane-fired tower dryer at Blencoe, Iowa; Landus added drying and wet holding at Jefferson. Ferrellgas, AmeriGas, Suburban Propane and MFA Oil sell drying propane. ONEOK and Enterprise moved propane north in the 2019 drying season; Enterprise, Energy Transfer and Targa run Gulf export docks, where Indian Oil and HPCL lift under 2026 contracts. PERC made the hook's statement; Iowa State Extension documented the 2019 backlog.
Hypothesis · Deduced: Heartland Co-op, Key Cooperative and Aurora Cooperative dry grain and deliver propane in the same weeks; CHS and GROWMARK supply them; MidAmerican Energy serves elevators that can dry on gas.
A conditional sensitivity for an elevator, not a forecast
Scenario · Assume corn delivered at 20 percent and dried to 15 at Iowa State's average of 0.018 gallons a bushel per point. A 6,000-bushel-an-hour tower dryer like NEW Cooperative's at Blencoe then burns about 540 gallons an hour, close to 13,000 a day, more than one transport load. At Iowa's survey price of 1.859 dollars a gallon the fuel per point is about 3.3 cents a bushel, inside the 4.8-cent per-point charge Iowa State illustrates; each further 10 cents a gallon adds about 0.18 cents. On that arithmetic deliveries, not price, limit a late run first, as in November 2019, when Iowa suspended drivers' hours for propane haulers.
What would change this reading
Hypothesis · Midwest stocks for the week ending 20 November set the branch. Above 16,000 thousand barrels, a draw at or below 2024's pace, November surveys should stay between 2.25 and 2.42 dollars a gallon. At or below 16,000, which needs weekly draws beyond any November week in the series [F23] [F24], December surveys should run between 2.35 and the window's high of 2.623 [F38]. A Midwest year-on-year rise 10 cents or more above the US average's, or an Iowa propane hours-of-service suspension by 30 November, would show a regional constraint not yet in the series.
What to watch
- Midwest (PADD 2) propane stocks, weekly (EIA); the week ending 20 November, released 25 November, sets the branch
- Midwest, Iowa and US average residential propane prices, weekly Monday survey (EIA Heating Oil and Propane Update)
- Iowa governor's disaster proclamations: any hours-of-service suspension naming propane by 30 November
Open hypotheses
| Hypothesis | Confidence | Horizon | Status |
|---|---|---|---|
| If Midwest (PADD 2) propane stocks for the week ending 20 November 2026 are above 16,000 thousand barrels, a draw from 30 October at or below 2024's 1,660 over the same weeks, every weekly Midwest residential propane price surveyed in November 2026 stays between 2.25 and 2.42 USD a gallon, because the drying gallons arrive on the usual delivery cadence and the price follows the national hub, as the two comparable autumns and the CPC outlook of 31 October for a warmer-than-normal November support. | MEDIUM | 2026-12-02 | OPEN |
| If Midwest (PADD 2) propane stocks for the week ending 20 November 2026 are at or below 16,000 thousand barrels, a draw from 30 October larger than 2024's 1,660 that needs weekly draws above any November week in the series, every weekly Midwest residential propane price surveyed in December 2026 is between 2.35 and 2.62 USD a gallon, the window's high of March 2022, because drying and heating fills then draw on Gulf barrels bought at hub parity plus freight while exports hold their contracted pace. | LOW | 2026-12-31 | OPEN |
| If the November 2026 price rise is carried by the national hub rather than by Iowa drying, then in every weekly survey of November 2026 the Midwest residential propane price's change from a year earlier exceeds the US average's by less than 0.10 USD a gallon, and the Iowa price stays below the Midwest average; on 2 November the Midwest was up 0.358 against 0.375 for the US, and Iowa was 0.44 below the Midwest. | MEDIUM | 2026-12-02 | OPEN |
Who is concerned
34 organisations, each with a verbatim public quote and a dated source; evidenced when the quote itself places the organisation on this chain, deduced when the exposure is inferred from its business. Where the universe came from →
Data you can manipulate
Free downloads carry the last twelve observations of each series its publisher lets us share; the full series, the dossier and the exports are in Premium. Series restricted by their publisher are cited with a link to read them at source.
| Series | Family | Unit | Publisher · rights | Download (sample) |
|---|---|---|---|---|
| Corn harvested, percent of acreage, Iowa, 2021-2025 average for the same week as printed in each 2026 weekly USDA NASS Crop Progress report; periods are the 2026 report weeks | Physical | percent of planted acreage | USDA National Agricultural Statistics Service · public domain | JSON · CSV |
| Corn harvested, percent of acreage, Iowa, week ending Sunday, harvest seasons 2019-2026, current-week column of each weekly USDA NASS Crop Progress report (ESMIS); 2025 weeks 40-44 are null because no report was issued (the 2026 reports print (NA) for 2025); source_url and hash are those of the latest report, all 81 reports are listed in the collection note | Physical | percent of planted acreage | USDA National Agricultural Statistics Service · public domain | JSON · CSV |
| Iowa statewide precipitation, monthly total (NOAA NCEI Climate at a Glance, nClimDiv) | Physical | inches | NOAA National Centers for Environmental Information · public domain | JSON · CSV |
| Weekly Midwest (PADD 2) residential propane price including taxes, Monday survey, heating season October-March only (EIA W_EPLLPA_PRS_R20_DPG; State Heating Oil and Propane Program, collected by State Energy Offices) | Economic | USD per gallon | U.S. Energy Information Administration · public domain | JSON · CSV |
| Weekly Mont Belvieu, TX propane spot price FOB, weekly average, week ending Friday (EIA EER_EPLLPA_PF4_Y44MB_DPG); EIA's source description for spot prices names Refinitiv, an LSEG business | Economic | USD per gallon | U.S. Energy Information Administration · restricted | cited, read at source |
| Corn harvested, percent of acreage, Nebraska, 2021-2025 average for the same week as printed in each 2026 weekly USDA NASS Crop Progress report; periods are the 2026 report weeks | Physical | percent of planted acreage | USDA National Agricultural Statistics Service · public domain | JSON · CSV |
| Corn harvested, percent of acreage, Nebraska, week ending Sunday, harvest seasons 2019-2026, current-week column of each weekly USDA NASS Crop Progress report (ESMIS); 2025 weeks 40-44 are null because no report was issued (the 2026 reports print (NA) for 2025); source_url and hash are those of the latest report, all 81 reports are listed in the collection note | Physical | percent of planted acreage | USDA National Agricultural Statistics Service · public domain | JSON · CSV |
| Weekly Midwest (PADD 2) ending stocks of propane, fractionated and ready for sale, week ending Friday (EIA W_EPLLP0C_SKB_R20_MBBL); current definition only, the earlier propane/propylene stock series is not spliced | Flow | thousand barrels | U.S. Energy Information Administration · public domain | JSON · CSV |
| Weekly U.S. exports of propane, week ending Friday, weekly estimate (EIA W_EPLLPZ_EEX_NUS-Z00_MBBLD) | Flow | thousand barrels per day | U.S. Energy Information Administration · public domain | JSON · CSV |
| Corn harvested, percent of acreage, 18 selected States, 2021-2025 average for the same week as printed in each 2026 weekly USDA NASS Crop Progress report; periods are the 2026 report weeks | Physical | percent of planted acreage | USDA National Agricultural Statistics Service · public domain | JSON · CSV |
| Corn harvested, percent of acreage, 18 selected States, week ending Sunday, harvest seasons 2019-2026, current-week column of each weekly USDA NASS Crop Progress report (ESMIS); 2025 weeks 40-44 are null because no report was issued (the 2026 reports print (NA) for 2025); source_url and hash are those of the latest report, all 81 reports are listed in the collection note | Physical | percent of planted acreage | USDA National Agricultural Statistics Service · public domain | JSON · CSV |
Figures, recomputed at every build
| Id | Series | Statistic | Value |
|---|---|---|---|
| F1 | Corn harvested, Iowa (%) | value · 2026-W44 | 66 percent of planted acreage |
| F2 | Corn harvested, Iowa, 2021-25 avg (%) | value · 2026-W44 | 79 percent of planted acreage |
| F3 | Corn harvested, Nebraska (%) | value · 2026-W44 | 66 percent of planted acreage |
| F4 | Corn harvested, Nebraska, 2021-25 avg (%) | value · 2026-W44 | 75 percent of planted acreage |
| F5 | Corn harvested, 18 States (%) | value · 2026-W44 | 74 percent of planted acreage |
| F6 | Corn harvested, 18 States, 2021-25 avg (%) | value · 2026-W44 | 77 percent of planted acreage |
| F7 | Corn harvested, Iowa (%) | value · 2026-W43 | 47 percent of planted acreage |
| F8 | Corn harvested, Iowa (%) | value · 2019-W44 | 43 percent of planted acreage |
| F9 | Corn harvested, Iowa (%) | value · 2019-W48 | 92 percent of planted acreage |
| F10 | Iowa statewide precipitation, monthly | value · 2026-09 | 7.83 inches |
| F11 | Iowa statewide precipitation, monthly | value · 2025-09 | 1.82 inches |
| F12 | Iowa statewide precipitation, monthly | value · 2019-09 | 6.21 inches |
| F13 | PADD 2 propane stocks, weekly | value · 2026-W44 | 17,697 thousand barrels |
| F14 | PADD 2 propane stocks, weekly | value · 2025-W44 | 20,761 thousand barrels |
| F15 | PADD 2 propane stocks, weekly | value · 2024-W44 | 22,034 thousand barrels |
| F16 | PADD 2 propane stocks, weekly | value · 2026-W34 | 19,405 thousand barrels |
| F17 | PADD 2 propane stocks, weekly | value · 2026-W39 | 17,963 thousand barrels |
| F18 | PADD 2 propane stocks, weekly | value · 2026-W42 | 18,640 thousand barrels |
| F19 | PADD 2 propane stocks, weekly | value · 2025-W42 | 20,779 thousand barrels |
| F20 | PADD 2 propane stocks, weekly | value · 2024-W42 | 22,072 thousand barrels |
| F21 | PADD 2 propane stocks, weekly | value · 2024-W52 | 15,844 thousand barrels |
| F22 | PADD 2 propane stocks, weekly | value · 2025-W52 | 16,643 thousand barrels |
| F23 | PADD 2 propane stocks, weekly | value · 2024-W47 | 20,374 thousand barrels |
| F24 | PADD 2 propane stocks, weekly | value · 2025-W47 | 20,220 thousand barrels |
| F25 | US propane exports, weekly | value · 2026-W44 | 1,869 thousand barrels per day |
| F26 | US propane exports, weekly | value · 2025-W44 | 1,964 thousand barrels per day |
| F27 | US propane exports, weekly | value · 2024-W44 | 2,289 thousand barrels per day |
| F28 | US propane exports, weekly | max | 2,625 thousand barrels per day |
| F29 | US propane exports, weekly | value · 2026-W43 | 2,233 thousand barrels per day |
| F30 | Midwest residential propane, weekly | value · 2026-W45 | 2.30 USD per gallon |
| F31 | Midwest residential propane, weekly | value · 2025-W45 | 1.94 USD per gallon |
| F32 | Midwest residential propane, weekly | value · 2026-W41 | 2.06 USD per gallon |
| F33 | Midwest residential propane, weekly | value · 2025-W41 | 1.90 USD per gallon |
| F34 | Midwest residential propane, weekly | value · 2021-W45 | 2.37 USD per gallon |
| F35 | Midwest residential propane, weekly | value · 2021-W41 | 2.31 USD per gallon |
| F36 | Midwest residential propane, weekly | value · 2024-W45 | 1.96 USD per gallon |
| F37 | Midwest residential propane, weekly | value · 2024-W41 | 1.91 USD per gallon |
| F38 | Midwest residential propane, weekly | max | 2.62 USD per gallon |
| F39 | Corn harvested, Nebraska (%) | value · 2019-W44 | 60 percent of planted acreage |
| F40 | Corn harvested, 18 States (%) | value · 2019-W44 | 52 percent of planted acreage |
| F41 | Iowa statewide precipitation, monthly | value · 2026-08 | 4.96 inches |
| F42 | Midwest residential propane, weekly | value · 2026-W44 | 2.20 USD per gallon |
| F43 | PADD 2 propane stocks, weekly | value · 2026-W36 | 19,169 thousand barrels |
| F44 | PADD 2 propane stocks, weekly | value · 2025-W36 | 19,131 thousand barrels |
| F45 | PADD 2 propane stocks, weekly | value · 2024-W36 | 20,407 thousand barrels |
| F46 | PADD 2 propane stocks, weekly | value · 2025-W50 | 18,210 thousand barrels |
| F47 | Corn harvested, Iowa (%) | value · 2019-W46 | 77 percent of planted acreage |
| F48 | Corn harvested, Iowa (%) | value · 2026-W39 | 5 percent of planted acreage |
Every number above is recomputed from the published observations before this page is built; a mismatch stops the build. Sources: USDA National Agricultural Statistics Service, NOAA National Centers for Environmental Information, U.S. Energy Information Administration. Signal data sheet →
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