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Records of past shocks: what happened, what everyone expected, what actually happened, and the lesson.

All records

Climate driver · flagship explainer

El Niño

Every few years the trade winds across the equatorial Pacific weaken, and a pool of warm water normally held near Asia sloshes back toward South America. That warm pool rewires atmospheric circulation worldwide: Southeast Asia and Australia turn drier and hotter, southern South America turns wetter, coastal Peru floods, and the Indian monsoon weakens. Climate scientists track it with the Oceanic Niño Index; NOAA declares an episode when the index stays at least half a degree above normal for five consecutive overlapping seasons.

For commodity markets the mechanism matters more than the label. Drought in Southeast Asia hits palm oil, rice and sugar through yields; drought in Australia hits wheat; a weak Indian monsoon threatens sugarcane, cotton and rice; Vietnam's dry season threatens robusta coffee. But El Niño also brings generous rain to Argentina and southern Brazil — often good news for soybeans and corn. The price implications require separate evidence on the affected crop, stocks, other producers, and demand; these mechanisms are not estimated from the price comparisons below.

No direct channel established in the evidence reviewed here: Orange juice, Lumber.

Full El Niño record — episodes, feared impacts, measured outcomes →

How it reaches our commodities

CommodityRegionChannelTypical pressureSource
Palm oilIndonesia, MalaysiaDrought cuts yields, with a lag into the following yearUpwardFAO, Nov 2015
RiceThailand, Vietnam, Indonesia, Philippines, IndiaDroughtUpwardFAO, Nov 2015
SugarIndia, Thailand; BrazilWeak monsoon (drought); excess rain delaying harvest in BrazilUpwardFAO, Nov 2015; Rabobank, Jun 2015
CoffeeVietnam, Indonesia (robusta); Brazil, Colombia (arabica)Drought and heat (robusta); warmer, less frost (arabica)Upward for robusta; neutral-to-downward for arabicaUSDA via FERN, 2016; Rabobank, Jun 2015
WheatAustraliaDrought and heatUpwardRabobank, Jun 2015
SoybeansArgentina, southern BrazilAbove-normal rainfall, reduced drought riskDownward/neutral — often supply-favorableRabobank, Jun 2015
CornArgentina, southern Brazil; IndiaFavorable rain in South America; weak-monsoon planting risk in IndiaDownward/neutral in South America; upward risk in IndiaRabobank, Jun 2015
CottonIndiaDeficient monsoonUpwardReuters, May 2015 (rainfed cotton under El Niño watch); Assocham via Hindu BusinessLine, 2014 (deficient monsoon could hit cotton)
Natural rubberIndonesia, Thailand, Vietnam, PhilippinesDrier-than-normal conditionsUpwardIndonesian Rubber Association via Tireworld, Nov 2015 (El Niño plus haze disturbed photosynthesis — secondary report, treat cautiously)
CocoaIvory Coast, Ghana, Cameroon, NigeriaHeat and droughtUpwardNeuberger Berman citing ICCO, Sep 2015 (ICCO: El Niño typically reduces global cocoa output 2.4%)
CopperPeru coast, northern ChileFlooding and heavy rain disrupting minesUpwardNasdaq, Sep 2015 (excessive South American rain can affect copper mining/transport); MINING.COM, May 2015 (Chile flooding, output cuts)
Live cattleAustraliaDrought forces herd destocking and slaughterNear-term downward (slaughter surge), tighter laterReuters, Sep 2015 (Australia raised its beef-export forecast 20% on near-record El Niño-driven drought slaughter)
VanillaMadagascar (Southwest Indian Ocean)El Niño suppresses Southwest Indian Ocean cyclone activity — protective, because Madagascar cyclones are the vanilla destruction mechanismProtective/neutral — fewer cyclones, less disruption riskReliefWeb/OCHA, Feb 2024 (SWIO cyclone activity expected below average in the 2023–24 El Niño)
PlatinumSouth Africa (Bushveld)El Niño-linked drought strained mine water supplies — a plausible water-supply channel for platinum mines, weakest of the re-examined labelsBearish if it constrains mine output (supply-side)MiningMx, 6 Nov 2015 (possible 2016 water shortages; Implats identified shortages as a critical risk)

Wars & conflicts

Armed conflict and sanctions as supply events.

Export bans

Export restrictions, reported expectations, and observed prices.

2008 rice export restrictions and price increases
Oct 2007 – 2008

USDA’s September 2008 assessment identified export restrictions as a major contributor to the rice price surge despite record production and rising global stocks. Our US rough-rice futures comparisons describe a different benchmark; they do not quantify the restrictions’ effect.

What happened → what was expected → what actually happened →
Russia’s 2010 grain ban: Chicago wheat across the ban window
Aug 2010 – Jun 2011

Chicago SRW wheat (ZW=F) was up 20.1% from Jul to Dec 2010 month-end, but down 11.6% from Jul 2010 to Jun 2011. Different endpoints give different descriptions; neither comparison measures the ban’s price effect or proves that competitors fully offset it.

What happened → what was expected → what actually happened →
Indonesia’s 2022 palm-oil ban and the wider price decline
Apr – May 2022

World Bank palm-oil monthly prices rose 2.0% from Apr to May 2022 and fell 40.5% from Mar to Jul. These windows overlap a short export ban and a wider vegetable-oil correction; they do not measure the ban’s independent price effect.

What happened → what was expected → what actually happened →
India’s 2023 rice ban: international rice prices rose
Jul 2023 – Sep 2024

FAO’s All Rice Price Index rose 9.8% from Jul to Aug 2023. US rough-rice futures ended Jul 2023 to Sep 2024 down 1.2%, but that different benchmark and longer window cannot describe Asian rice markets’ reaction or measure the ban’s effect.

What happened → what was expected → what actually happened →

Climate drivers

El Niño and other recurring climate mechanisms.

The 2012 US drought: corn futures across two harvests
Jun – Sep 2012

CBOT corn (ZC=F) rose 22.3% from Feb to Aug 2012 month-end, then fell 38.3% by Aug 2013. Those comparisons span different harvests and contracts; they do not isolate drought damage or establish that the next harvest will reverse a weather shock.

What happened → what was expected → what actually happened →
Brazil’s 2024 drought and the arabica futures rally
Apr 2024 – Mar 2025

ICE arabica Coffee C (KC=F) rose 95.7% from Jan 2024 to Mar 2025 month-end, then fell 19.2% by June. This is not a robusta benchmark, and these windows do not separate Brazil’s weather from inventories, demand, positioning, or conditions in other origins.

What happened → what was expected → what actually happened →
West African cocoa deficits and the ICE cocoa price path
2023 – Dec 2024

ICE US cocoa (CC=F) rose 352.3% from Jan 2023 to Dec 2024 month-end, then fell 32.3% by Mar 2025. Reported deficits provide context, but these price comparisons do not quantify the contributions of weather, disease, inventories, demand, or positioning.

What happened → what was expected → what actually happened →
Wyoming drought forces cattle shipments — liquidation now, smaller herd later?
Oct 2026 –

Drought-driven liquidation is a two-sided shock: more cattle shipped now can mean fewer cattle later. As of 2026-10-07 the direction is genuinely mixed, so this record's job is to watch whether shipments reverse and the supply score moves by the 2026-11-06 check-back — not to call the price.

What happened → what was expected → what actually happened →

Disruptions across markets

Physical disruptions and prices observed over different windows.

Russia exits the grain deal: Chicago wheat rises, then falls
Jul 2023

Chicago SRW wheat (ZW=F) rose 4.6% from Jun to Jul 2023 month-end, then stood 14.9% below June by September. The later decline does not show that leaving the grain deal had no bullish effect; prices might have fallen further without it.

What happened → what was expected → what actually happened →
Ever Given blocks the Suez Canal (March 2021)
Mar 23 – Mar 29, 2021

The Ever Given blockage delayed shipping for six days. This record contains contemporary oil reporting but no verified agricultural event-window price comparison; it cannot establish the absence of an agricultural price effect.

What happened → what was expected → what actually happened →
Lumber's October 2026 supply-tightening headlines — against a falling price
Oct 2026 –

A cluster of supply-tightening lumber headlines in early October 2026 coincided with LBR=F falling about 10% over the prior 20 days. The narrative and the price were telling different stories; this record exists to check which one was right by the 2026-11-06 check-back.

What happened → what was expected → what actually happened →
Orange juice's 16% three-week rally — with no shock in the evidence
Oct 2026 –

A 16% three-week rally in OJ=F arrived in September–October 2026 with no identifiable supply shock in the screened evidence. The honest lesson is about the limits of shock narratives: prices move on more than documented disruptions, and a WATCH score without a mechanism is a question, not an answer.

What happened → what was expected → what actually happened →

Every price number in these records is computed from our price series with its instrument and measurement window labeled — or cited to the named source and date shown. Nothing is interpolated; missing data is shown as missing. Secondary press quotes are reported as published and were not individually audited against primary sources.

The data

Every price spike our research could attribute to a documented cause, across all tracked commodities. This is a handpicked sample — what followed these large spikes, not what shocks typically do. For the event-first view — including the times the obvious trade was wrong — see Stories above.

Playbook by cause

What followed large labeled spikes, by cause — medians across all commodities. A handpicked sample, not a base rate. Aftermath is vs the spike-month reading, not the peak. Tap a card to filter the cases below.

This shows what followed large price spikes — not what each kind of shock typically does. Typical-vs-rare is established in the event records.

  • weathern = 12 labeled
    Median run-up
    +55.5%
    6 mo later
    -9.9%
    12 mo later
    -22.1%
  • geopoliticsn = 5 labeled
    Median run-up
    +94.4%
    6 mo later
    -3.0%
    12 mo later
    -34.8%
  • warn = 2 labeled
    Run-ups
    +26.5%, +44.0%
    6 mo later
    -13.8%
    12 mo later
    -23.9%
  • supplyn = 6 labeled
    Median run-up
    +54.9%
    6 mo later
    -19.1%
    12 mo later
    -18.2%
  • demandn = 3 labeled
    Median run-up
    +51.2%
    6 mo later
    +4.2%
    12 mo later
    +5.2%
  • marketsn = 1 labeled
    Run-ups
    +41.9%
    6 mo later
    +1.0%
    12 mo later
    -15.9%

All cases

Sorted by size of the run-up.

  • RiceApr 2008geopolitics
    +175.5%
    Export bans (India, Vietnam, others) + importer panic-buying
    6 mo later -32.8%·12 mo later -39.4%
  • CocoaApr 2024supply
    +168.3%
    West Africa cocoa, 2023–24
    6 mo later -31.6%·12 mo later -16.3%
  • CottonFeb 2011geopolitics
    +136.2%
    Pakistan floods cut crop; India halted export registrations
    6 mo later -46.4%·12 mo later -52.8%
  • SugarSep 2000weather
    +100.0%
    Forecast 2000/01 deficit after Brazil drought cuts cane
    6 mo later -9.1%·12 mo later -22.7%
  • WheatDec 2010geopolitics
    +94.4%
    Russia heatwave; Aug-2010 export ban after ~20% crop loss
    6 mo later +6.5%·12 mo later -12.2%
  • CopperMay 2006supply
    +88.5%
    Mine strikes spark squeeze; funds pile in
    6 mo later -12.6%·12 mo later -4.5%
  • CopperAug 2009demand
    +86.0%
    China infrastructure buying on record Feb-2009 imports
    6 mo later +11.1%·12 mo later +18.2%
  • CoffeeMay 2014weather
    +75.5%
    Severe Brazil drought threatens 2014/15 arabica crop
    6 mo later -2.1%·12 mo later -26.1%
  • SugarSep 2009weather
    +70.0%
    India drought spurs import-surge expectations; Brazil crop doubts
    6 mo later -19.6%·12 mo later -2.0%
  • WheatOct 2007weather
    +69.0%
    Second straight small world crop; record prices
    6 mo later +8.1%·12 mo later -29.2%
  • CoffeeMar 2005weather
    +68.4%
    Brazil 2005/06 crop damage forecasts widen deficit
    6 mo later -26.5%·12 mo later -15.8%
  • PlatinumFeb 2008supply
    +58.2%
    South Africa power crisis halts mines, slashes output
    6 mo later -25.7%·12 mo later -48.4%
  • CoffeeFeb 2025weather
    +57.1%
    Brazil record drought slashes 2025/26 crop outlook
    6 mo later -10.7%·12 mo later -21.8%
  • WheatOct 2002weather
    +53.8%
    2002 drought slashes US, Canada, Australia wheat harvests
    6 mo later -27.2%·12 mo later -22.5%
  • CocoaJan 2025supply
    +51.6%
    West Africa cocoa, 2023–24
    6 mo later -31.4%·12 mo later -53.8%
  • SoybeansJan 2021demand
    +51.2%
    China's record buying on hog-herd rebuild; La Nina dryness
    6 mo later +4.2%·12 mo later +5.2%
  • SoybeansFeb 2008geopolitics
    +49.1%
    2007-08 food crisis: tight stocks, weak dollar, strong demand
    6 mo later -3.0%·12 mo later -34.8%
  • WheatMar 2022war
    +44.0%
    Black Sea, 2022
    6 mo later -13.8%·12 mo later -23.9%
  • CopperMay 2021supply
    +43.8%
    Record high on supply worries; ~500kt projected deficit
    6 mo later -4.3%·12 mo later -7.7%
  • CoffeeOct 2021weather
    +42.7%
    Brazil frost, Jul 2021
    6 mo later +10.2%·12 mo later -0.4%
  • CopperJan 2011markets
    +41.9%
    ETF hoarding bids: JPMorgan held ~50% of LME deliverable stock
    6 mo later +1.0%·12 mo later -15.9%
  • CottonNov 2021supply
    +39.5%
    October WASDE cut US crop; speculative longs surged
    6 mo later +29.4%·12 mo later -20.1%
  • CoffeeApr 2011weather
    +37.9%
    La Nina record rains slash Colombia crop outlook
    6 mo later -17.5%·12 mo later -36.3%
  • SoybeansDec 2010weather
    +36.2%
    La Nina drought hits Argentina/Brazil; Russia wheat ban spillover
    6 mo later +1.8%·12 mo later -11.5%
  • SoybeansJul 2012weather
    +33.2%
    Worst US drought since 1956 crushes corn/soy yields
    6 mo later -11.2%·12 mo later -23.7%
  • CottonNov 2003demand
    +32.8%
    China import surge; world stocks lowest since 1994/95
    6 mo later -9.4%·12 mo later -36.5%
  • RiceSep 2023geopolitics
    +30.3%
    India rice export curbs, 2023
    6 mo later -1.1%·12 mo later -6.5%
  • RiceSep 2026war
    +26.5%
    Iran-war fertilizer shock + emerging El Nino
    6 mo later —·12 mo later —
  • CornJul 2012weather
    +22.1%
    US drought, 2012
    6 mo later -9.0%·12 mo later -16.1%