ShockAtlas

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.

Midwest residential propane, weekly

2.06 → 2.30

USD per gallon · W41 → W45 2026

U.S. Energy Information Administration

PADD 2 propane stocks, weekly

20,761 → 17,697

thousand barrels · W44 2025 → W44 2026

U.S. Energy Information Administration

Corn harvested, Iowa (%)

47 → 66

percent of planted acreage · W43 → W44 2026

USDA National Agricultural Statistics Service

The chain

Links 1–3 of 8, as written in the dossier. Each carries its status: observed in the data, consistent with it, untested, or contradicted. The whole chain →

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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

Corn harvested, Iowa (%) · percent of planted acreage · USDA National Agricultural Statistics Service11149.50-11.90Oct 25Mar 26Jul 26Nov 26latest 66 · 29 OctPADD 2 propane stocks, weekly · thousand barrels · U.S. Energy Information Administration19,81417,70315,591hypothesis threshold > 16,000hypothesis threshold ≤ 16,000Oct 25Mar 26Jul 26Nov 26latest 17,697 · 29 OctMidwest residential propane, weekly · USD per gallon · U.S. Energy Information Administration2.702.302hypothesis threshold ≤ 2.42hypothesis threshold ≥ 2.25hypothesis threshold ≥ 2.35hypothesis threshold ≤ 2.62Oct 25Mar 26Jul 26Nov 26latest 2.30 · 5 NovOutside this window, the edition cites: period high 2.62 [F38]
Data table (the twelve points drawn for each series)
Corn harvested, Iowa (%) (percent of planted acreage)
PeriodValue
2025-W44—
2025-W4697
2025-W4799
2026-W360
2026-W372
2026-W384
2026-W395
2026-W407
2026-W4114
2026-W4226
2026-W4347
2026-W4466
PADD 2 propane stocks, weekly (thousand barrels)
PeriodValue
2026-W3319,116
2026-W3419,405
2026-W3519,031
2026-W3619,169
2026-W3718,937
2026-W3818,549
2026-W3917,963
2026-W4018,501
2026-W4118,480
2026-W4218,640
2026-W4317,999
2026-W4417,697
Midwest residential propane, weekly (USD per gallon)
PeriodValue
2026-W082.21
2026-W092.20
2026-W102.19
2026-W112.19
2026-W122.19
2026-W132.19
2026-W142.18
2026-W412.06
2026-W422.11
2026-W432.16
2026-W442.20
2026-W452.30

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

Open hypotheses

HypothesisConfidenceHorizonStatus
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.MEDIUM2026-12-02OPEN
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.LOW2026-12-31OPEN
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.MEDIUM2026-12-02OPEN

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 →

OrganisationCountryPositionDecisionEvidence
Landus CooperativeUSExposed (evidenced)Operational, localsource, 2026-11-04
NEW Cooperative, Inc.USExposed (evidenced)Operational, localsource, 2026-11-04
Heartland Co-opUSExposed (deduced)Operational, localsource, 2026-11-04
Key CooperativeUSExposed (deduced)Operational, localsource, 2026-11-04
Aurora Cooperative Elevator CompanyUSExposed (deduced)Operational, localsource, 2026-11-04
CHS Inc.USBeneficiary (deduced)Supply chainsource, 2026-11-04
GROWMARK, Inc.USBeneficiary (deduced)Supply chainsource, 2026-11-04
Ferrellgas Partners, L.P.USBeneficiary (evidenced)Operational, localsource, 2026-11-04
AmeriGas Propane, Inc. (UGI Corporation)USBeneficiary (evidenced)Operational, localsource, 2026-11-04
Suburban Propane Partners, L.P.USBeneficiary (evidenced)Operational, localsource, 2026-11-04
MFA Oil CompanyUSBeneficiary (evidenced)Operational, localsource, 2026-11-04
ONEOK, Inc.USBeneficiary (evidenced)Supply chainsource, 2026-11-04
Enterprise Products Partners L.P.USBeneficiary (evidenced)Supply chainsource, 2026-11-04
Energy Transfer LPUSBeneficiary (evidenced)Financial, remotesource, 2026-11-04
Targa Resources Corp.USBeneficiary (evidenced)Financial, remotesource, 2026-11-04
Phillips 66USBeneficiary (evidenced)Financial, remotesource, 2026-11-04
MPLX LPUSBeneficiary (evidenced)Financial, remotesource, 2026-11-04
Chevron CorporationUSBeneficiary (evidenced)Financial, remotesource, 2026-11-04
TotalEnergies SEFRBeneficiary (evidenced)Financial, remotesource, 2026-11-04
BW LPG LimitedSGBeneficiary (evidenced)Financial, remotesource, 2026-11-04
Indian Oil Corporation LimitedINCompetitor (evidenced)Supply chainsource, 2026-11-04
Bharat Petroleum Corporation LimitedINCompetitor (evidenced)Supply chainsource, 2026-11-04
Hindustan Petroleum Corporation LimitedINCompetitor (evidenced)Supply chainsource, 2026-11-04
ENEOS GLOBE CorporationJPCompetitor (deduced)Supply chainsource, 2026-11-04
Wanhua Chemical Group Co., Ltd.CNAdjacent (evidenced)Supply chainsource, 2026-11-04
Kuwait Petroleum CorporationKWCompetitor (evidenced)Supply chainsource, 2026-11-04
AltaGas Ltd.CACompetitor (evidenced)Financial, remotesource, 2026-11-04
Sukup Manufacturing Co.USBeneficiary (evidenced)Operational, localsource, 2026-11-04
AGCO Corporation (GSI)USBeneficiary (deduced)Operational, localsource, 2026-11-04
MidAmerican Energy CompanyUSCompetitor (deduced)Operational, localsource, 2026-11-04
Propane Education & Research Council (PERC)USAdjacent (evidenced)Supply chainsource, 2026-11-04
National Propane Gas Association (NPGA)USAdjacent (evidenced)Supply chainsource, 2026-11-04
Iowa Department of Agriculture and Land StewardshipUSAdjacent (evidenced)Operational, localsource, 2026-11-04
Iowa State University Extension and OutreachUSAdjacent (evidenced)Operational, localsource, 2026-11-04

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.

SeriesFamilyUnitPublisher · rightsDownload (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 weeksPhysicalpercent of planted acreageUSDA National Agricultural Statistics Service · public domainJSON · 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 notePhysicalpercent of planted acreageUSDA National Agricultural Statistics Service · public domainJSON · CSV
Iowa statewide precipitation, monthly total (NOAA NCEI Climate at a Glance, nClimDiv)PhysicalinchesNOAA National Centers for Environmental Information · public domainJSON · 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)EconomicUSD per gallonU.S. Energy Information Administration · public domainJSON · 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 businessEconomicUSD per gallonU.S. Energy Information Administration · restrictedcited, 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 weeksPhysicalpercent of planted acreageUSDA National Agricultural Statistics Service · public domainJSON · 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 notePhysicalpercent of planted acreageUSDA National Agricultural Statistics Service · public domainJSON · 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 splicedFlowthousand barrelsU.S. Energy Information Administration · public domainJSON · CSV
Weekly U.S. exports of propane, week ending Friday, weekly estimate (EIA W_EPLLPZ_EEX_NUS-Z00_MBBLD)Flowthousand barrels per dayU.S. Energy Information Administration · public domainJSON · 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 weeksPhysicalpercent of planted acreageUSDA National Agricultural Statistics Service · public domainJSON · 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 notePhysicalpercent of planted acreageUSDA National Agricultural Statistics Service · public domainJSON · CSV

Figures, recomputed at every build

IdSeriesStatisticValue
F1Corn harvested, Iowa (%)value · 2026-W4466 percent of planted acreage
F2Corn harvested, Iowa, 2021-25 avg (%)value · 2026-W4479 percent of planted acreage
F3Corn harvested, Nebraska (%)value · 2026-W4466 percent of planted acreage
F4Corn harvested, Nebraska, 2021-25 avg (%)value · 2026-W4475 percent of planted acreage
F5Corn harvested, 18 States (%)value · 2026-W4474 percent of planted acreage
F6Corn harvested, 18 States, 2021-25 avg (%)value · 2026-W4477 percent of planted acreage
F7Corn harvested, Iowa (%)value · 2026-W4347 percent of planted acreage
F8Corn harvested, Iowa (%)value · 2019-W4443 percent of planted acreage
F9Corn harvested, Iowa (%)value · 2019-W4892 percent of planted acreage
F10Iowa statewide precipitation, monthlyvalue · 2026-097.83 inches
F11Iowa statewide precipitation, monthlyvalue · 2025-091.82 inches
F12Iowa statewide precipitation, monthlyvalue · 2019-096.21 inches
F13PADD 2 propane stocks, weeklyvalue · 2026-W4417,697 thousand barrels
F14PADD 2 propane stocks, weeklyvalue · 2025-W4420,761 thousand barrels
F15PADD 2 propane stocks, weeklyvalue · 2024-W4422,034 thousand barrels
F16PADD 2 propane stocks, weeklyvalue · 2026-W3419,405 thousand barrels
F17PADD 2 propane stocks, weeklyvalue · 2026-W3917,963 thousand barrels
F18PADD 2 propane stocks, weeklyvalue · 2026-W4218,640 thousand barrels
F19PADD 2 propane stocks, weeklyvalue · 2025-W4220,779 thousand barrels
F20PADD 2 propane stocks, weeklyvalue · 2024-W4222,072 thousand barrels
F21PADD 2 propane stocks, weeklyvalue · 2024-W5215,844 thousand barrels
F22PADD 2 propane stocks, weeklyvalue · 2025-W5216,643 thousand barrels
F23PADD 2 propane stocks, weeklyvalue · 2024-W4720,374 thousand barrels
F24PADD 2 propane stocks, weeklyvalue · 2025-W4720,220 thousand barrels
F25US propane exports, weeklyvalue · 2026-W441,869 thousand barrels per day
F26US propane exports, weeklyvalue · 2025-W441,964 thousand barrels per day
F27US propane exports, weeklyvalue · 2024-W442,289 thousand barrels per day
F28US propane exports, weeklymax2,625 thousand barrels per day
F29US propane exports, weeklyvalue · 2026-W432,233 thousand barrels per day
F30Midwest residential propane, weeklyvalue · 2026-W452.30 USD per gallon
F31Midwest residential propane, weeklyvalue · 2025-W451.94 USD per gallon
F32Midwest residential propane, weeklyvalue · 2026-W412.06 USD per gallon
F33Midwest residential propane, weeklyvalue · 2025-W411.90 USD per gallon
F34Midwest residential propane, weeklyvalue · 2021-W452.37 USD per gallon
F35Midwest residential propane, weeklyvalue · 2021-W412.31 USD per gallon
F36Midwest residential propane, weeklyvalue · 2024-W451.96 USD per gallon
F37Midwest residential propane, weeklyvalue · 2024-W411.91 USD per gallon
F38Midwest residential propane, weeklymax2.62 USD per gallon
F39Corn harvested, Nebraska (%)value · 2019-W4460 percent of planted acreage
F40Corn harvested, 18 States (%)value · 2019-W4452 percent of planted acreage
F41Iowa statewide precipitation, monthlyvalue · 2026-084.96 inches
F42Midwest residential propane, weeklyvalue · 2026-W442.20 USD per gallon
F43PADD 2 propane stocks, weeklyvalue · 2026-W3619,169 thousand barrels
F44PADD 2 propane stocks, weeklyvalue · 2025-W3619,131 thousand barrels
F45PADD 2 propane stocks, weeklyvalue · 2024-W3620,407 thousand barrels
F46PADD 2 propane stocks, weeklyvalue · 2025-W5018,210 thousand barrels
F47Corn harvested, Iowa (%)value · 2019-W4677 percent of planted acreage
F48Corn harvested, Iowa (%)value · 2026-W395 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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