The damage happens in a few critical days
Crops tolerate a warm season better than a hot week at the wrong moment.
Two mechanisms dominate. First, heat speeds up a plant’s development, shortening the weeks it spends filling grain, so even moderate warming means smaller harvests. Researchers at the International Rice Research Institute found that rice yields fell by about 10% for each 1°C rise in night-time minimum temperature during the dry season. Second, extreme heat at flowering damages pollen. A few days above roughly 35°C during that window can leave maize cobs and rice panicles partly empty, no matter how good the rest of the season was. That is why averages understate the risk: much of the damage comes from short, extreme events.
Breeding adds more each year than warming takes, for now
The useful way to see the problem is as two rates: yield gains from breeding and farming, and yield losses from warming. What matters is the difference over decades, with a clear baseline and a stated growth convention.
With warming of about a quarter of a degree per decade, a 6% loss per degree and a third of losses avoided by adaptation, warming takes about 0.1 percentage points of wheat yield a year (Derived). Ray et al. estimated historical wheat gains of about 0.9% of base-year yield per year; this is not a measurement of current breeding alone. The average race is therefore being won, but by less than it looks, because yield growth was already too slow: Ray et al.’s historical projection produced gains of roughly 38–67% from 2008 to 2050, below its doubling benchmark. That benchmark is dated and is not a forecast of present food demand. Warming makes a slow race slower. Climate exposure, continued agronomic gains and adoption of suitable varieties all decide the outcome.
Harvests can rise while climate change still makes food scarcer
Two comparisons can both be true. Yields in 2050 may be higher than today because varieties, irrigation and management improve. They may also be lower than they would have been in a world without additional warming. The second gap is the climate loss. Positive net growth therefore does not mean climate damage has been avoided. It means other improvements have outweighed it on the chosen average. Access to affordable food then depends on population, diets, land use, trade and household incomes as well as tonnes harvested per hectare. Climate Impact Lab researchers’ interpretation
The 4.4% headline needs its denominator. The 2025 analysis translates modeled losses across six staple crops into about 120 kilocalories per person per day for each additional degree of warming, equivalent to 4.4% of present recommended daily consumption. It is not a universal 4.4% yield penalty for every crop or every farm. The study incorporates observed adaptation and projects how it changes with climate and income. Applying another adaptation discount to this already-adapted estimate would count that benefit twice. Hultgren et al., Nature, 2025
The global calorie estimate and individual crop-yield sensitivities have different units, baselines and adaptation assumptions. They illustrate scale but cannot be substituted directly in one equation.
Can breeding outrun the heat?
Every year, breeders and farmers add yield while warming takes some away. This scenario projects the difference as a linear gain from a 2026 baseline, matching the convention of the historical yield study.
Annual net gain of 0.80% of starting yield
- Annual drag from warming
- −0.10 points/yr
- Yield in 2050 without warming
- 122
- Linear gain to double 2026 yield by 2050
- 4.17% of starting yield/yr
Current-trend presets borrow Ray et al.’s historical linear yield increments, not measured 2026 growth rates. The faster-rice preset is an editorial scenario. Losses per degree use Zhao et al.’s estimates without adaptation; adaptation is a separate scenario parameter. Hultgren et al.’s roughly one-third avoided loss is a 2100 global estimate, not a validated 2050 crop-specific fraction.
Calculation & assumptions
Annual net increment, in percent of starting yield = gain − (warming per decade ÷ 10) × loss per °C × (1 − adaptation share). Yield index = 100 + net increment × 24 years. This is a first-order linear scenario, not a reproduction of either crop-impact study. The doubling benchmark uses this model’s 2026 baseline, not Ray et al.’s 2008 baseline. Excluded: extreme seasons, CO₂ fertilisation, cropland changes, irrigation constraints, trade and regional variation. The already-adapted 4.4% global calorie estimate is not used as a crop-yield input.
A heat-tolerant gene is the start of a long road
A trait discovered in a laboratory has to pass through breeding, testing, approval, seed production and farmers’ choices before it feeds anyone.
Genes for heat and drought
Traits that keep pollen fertile in hot spells, roots that reach deeper water, leaves that photosynthesise more efficiently.
- Measure
- Yield under stress vs normal conditions
- Failure boundary
- Many tolerance traits are controlled by dozens of genes, each with a small effect.
Where the frontier moves
Genomic prediction, gene editing and engineering photosynthesis itself.
The breeding cycle
Crossing, selecting and testing new varieties over many generations and environments.
- Measure
- Years from cross to released variety · genetic gain per year
- Failure boundary
- A conventional cycle of a decade or more means today’s varieties were designed for a cooler climate.
Where the frontier moves
Speed breeding under lights, up to six wheat generations a year instead of two or three.
Testing and approval
Multi-year field trials across regions, then variety registration and, for edited or transgenic crops, biosafety rules.
- Measure
- Years and cost to approval
- Failure boundary
- Rules that treat small, precise edits like transgenic crops add years and cost.
Where the frontier moves
Lighter rules for simple gene edits in the US, Japan and, from the 2025 agreement, the EU.
Seed systems
Producing and selling enough seed of new varieties so farmers actually replace the old ones.
- Measure
- Average age of varieties in farmers’ fields
- Failure boundary
- Maize varieties grown in sub-Saharan Africa averaged about 15 years old, against 3–5 years in the US, Latin America and Asia.
Where the frontier moves
Public-private seed companies and faster replacement of old varieties.
Farm practice
Planting dates, irrigation, soil cover and switching crops all reduce heat losses.
- Measure
- Share of potential losses avoided
- Failure boundary
- Adaptation is cheapest for richer farmers; the poorest adapt least.
Where the frontier moves
Forecast-based planting advice and affordable small-scale irrigation.
Trade and storage
Markets move food from good harvests to bad ones and smooth single-season shocks.
- Measure
- Price spikes after regional crop failures
- Failure boundary
- Export bans during simultaneous failures can turn a shortfall into a crisis.
Where the frontier moves
Open trade rules, stockholding and early warnings of crop failure.
Breeding is getting faster and more precise
Several technologies now attack the slowest parts of the chain.
What is already working
Gene editing lets breeders make precise changes to known genes in one generation rather than many. The EU Council adopted a new genomic-techniques framework in April 2026 following a December 2025 agreement, with most provisions expected to apply from mid-2028. Qualifying NGT-1 plants receive a different pathway; complex modifications remain under GMO rules. This changes the future route to market, not the availability of edited seed today. Genomic prediction lets breeders select plants from their DNA before they are grown out in the field. Together these could substantially raise the rate of genetic gain, if the resulting varieties reach farmers.
The last mile is the seed shop
The fastest yield gain available in much of Africa may not need any new science at all. Maize varieties grown in sub-Saharan Africa averaged about 15 years old in one study, against 3–5 years in the US, Latin America and Asia, so most farmers plant seed bred for an earlier, cooler climate. Where public breeders and seed companies have pushed replacement, average variety age has fallen quickly. Every year of variety age shaved off is yield gained, and heat and drought tolerance arrive with it.
The farmer needs a reliable variety, not just a higher mean yield
Ray and colleagues’ 2013 growth rates came from historical, linear yield trends, measured relative to a base-year yield. They include management improvements as well as breeding and are not measurements of current genetic gain. Their 2.4% annual benchmark was a non-compounding rate for doubling production from 2008 to 2050 without adding land. From a 2026 baseline, doubling by 2050 would require 4.17% of starting yield added each year, or 2.93% compounded annually. Neither is a universal food-demand target. The calculator now uses a linear projection to match the historical convention. Ray et al., PLOS ONE, 2013
A global average also conceals bad years and unequal access to adaptation. A variety that raises normal-year yield can still fail under heat at flowering or severe drought. Farmers need performance across sites and seasons, affordable seed and traits that fit their growing window and market. Faster laboratory breeding does not remove field testing or seed multiplication. CIMMYT’s maize-variety selection work illustrates the information problem: vague altitude and maturity labels can leave farmers unsure which seed fits local conditions. Weather services and seed systems therefore connect directly; a crop improvement becomes useful only when farmers can choose and grow it successfully. CIMMYT’s maize variety selector; Zhao et al., PNAS, 2017
Yield projections are scenarios, not forecasts. Regional extremes, irrigation limits and prices can worsen food security even when the global yield index rises.
Speed up the breeding cycle
Speed breeding, genomic selection and gene editing can cut years from developing a new variety.
Replace old varieties faster
A heat-tolerant variety helps no one sitting in a gene bank. The biggest gains in Africa may come simply from getting farmers newer seed.
Breed where the heat is
Varieties tested in temperate fields can fail in the tropics. Field testing must move to the hottest environments.
Regulate edits by outcome
A small edit that could have arisen by conventional breeding should face conventional rules, not a decade of extra testing.
Fund public breeding
Staples eaten by the poorest farmers, such as sorghum, millet and cassava, attract little private investment.
Plan for bad seasons, not average ones
The worst losses come from heatwaves and droughts in single years. Insurance, storage and trade matter as much as average yields.
Who is building what
Public breeding centres, trait developers and the rules and tools that set how fast new varieties reach farmers. Search the record, or filter by role.
CIMMYTHeat- and drought-tolerant maize and wheatPublic breeding and seed partnerships for maize and wheat in Africa, Asia and Latin America
- Reported evidence
- Average age of CIMMYT-related maize varieties in eight eastern and southern African countries fell from 14.6 years in 2013 to 10.2 years in 2020.
- Announced next step
- Faster varietal turnover and climate-resilient releases.
- Unresolved risk
- Depends on seed companies and public funding in low-income markets.
International Rice Research InstituteStress-tolerant riceBreeding rice for heat, drought, flooding and salinity
- Reported evidence
- Long-term field experiments documented rice losses from rising night temperatures; flood-tolerant varieties are widely grown in Asia.
- Announced next step
- Heat-tolerant varieties for warming rice regions.
- Unresolved risk
- Heat tolerance at flowering is complex and hard to breed.
RIPE (University of Illinois and partners)Realizing Increased Photosynthetic EfficiencyEngineering crops to photosynthesise more efficiently
- Reported evidence
- Soybeans engineered for faster photosynthetic recovery yielded 24.5% more on average in field trials, up to 33% (Science, 2022).
- Announced next step
- Transfer to food crops grown by smallholders.
- Unresolved risk
- Gains must hold across environments and pass regulation.
Bioceres Crop SolutionsHB4 wheat and soybeanA sunflower gene that improves drought tolerance
- Reported evidence
- USDA cleared HB4 wheat for cultivation in August 2024 after approvals in Argentina, Brazil and Paraguay; the developer reports about 20% higher yields under water stress.
- Announced next step
- Commercial adoption in major wheat markets.
- Unresolved risk
- Market acceptance of transgenic wheat and independent field validation.
PairwiseGene-edited cropsCRISPR editing for crop traits
- Reported evidence
- Brought the first CRISPR-edited food to the U.S. market in 2023.
- Announced next step
- Edited traits in staple crops through partnerships.
- Unresolved risk
- Regulatory differences between countries.
John Innes Centre / University of QueenslandSpeed breedingExtended light and controlled temperature to shorten crop generations
- Reported evidence
- Up to six generations a year for spring wheat, barley, chickpea and pea, against two or three normally.
- Announced next step
- Use in breeding programmes worldwide.
- Unresolved risk
- Generation speed only helps if selection and field testing keep pace.
European UnionNew genomic techniques regulationTreating simple gene edits like conventional breeding
- Reported evidence
- Council and Parliament agreed in December 2025 to exempt category 1 edited plants from GMO rules.
- Announced next step
- Formal adoption and implementation.
- Unresolved risk
- Labelling, patent and member-state debates could slow use.
Yield claims from small plots or single seasons often shrink in farmers’ fields. The test of a trait is consistent gains across many locations, years and stress conditions.
An optimistic view, with conditions
Faster breeding can stay ahead of the heat
Average warming subtracts around a tenth of a percentage point of yield a year; breeding and better farming have added about ten times that. With faster breeding cycles, precise editing and quicker seed replacement, crops can keep improving even as the climate warms, provided the hottest regions are not left behind.
Newer seed, sooner
Replace old varieties in farmers’ fields and shift planting dates; the cheapest adaptation is already available.
Traits in farmers’ fields
Heat-tolerant and photosynthesis-boosted varieties must deliver consistent gains across real farms, years and climates.
Redesigned crops
Engineered photosynthesis, deeper roots and heat-stable flowering raise the ceiling on yield in a warmer world.
Four numbers to watch
First, annual yield growth for the main staple crops, especially in the tropics. Second, the average age of varieties in farmers’ fields, a direct measure of how fast improvements arrive. Third, yield losses in extreme heat years compared with earlier heatwaves of similar intensity. Fourth, the number of heat- and drought-tolerant varieties released and adopted, not just developed.
Sources, method, and boundaries
Loss estimates come from peer-reviewed syntheses and econometric studies. Yield trends are global averages that hide large regional differences. Trait results are from published field trials and, where noted, developers. The interactive model uses average warming and average losses and does not represent extreme seasons, carbon-dioxide fertilisation or changes in farmland.
- Yield
- Harvested crop per unit of land, usually tonnes per hectare.
- Genetic gain
- The yearly improvement in yield attributable to better varieties.
- Varietal turnover
- How quickly farmers replace older crop varieties with newer ones.
Read More
Essays, books, talks, and research that shaped this field’s arguments. Influence is not endorsement; company communications and advocacy are labeled. Some publisher links require a subscription.
- Paper
Zhao et al. — Temperature increase reduces global yields of major crops in four independent estimates (PNAS, 2017)
The standard estimate of yield loss per degree for the four main crops.
- Paper
Hultgren et al. — Impacts of climate change on global agriculture accounting for adaptation (Nature, 2025)
How much farmers’ own adaptation offsets warming losses, from 12,658 locations.
- Paper
Ray et al. — Yield trends are insufficient to double global crop production by 2050 (PLOS ONE, 2013)
The yield growth rates the world is achieving, and the rate it would need.
- Paper
Watson et al. — Speed breeding is a powerful tool to accelerate crop research and breeding (2018)
How extended light shortens crop generations to as many as six a year.
Across the fields: learning curves, deployment, and rebound
- Theodore Wright — Factors Affecting the Cost of Airplanes (1936)
The original experience-curve formulation: costs change with accumulated production.
- Kenneth Arrow — The Economic Implications of Learning by Doing (1962)
The economics of productivity improvement through production experience.
- William Stanley Jevons — The Coal Question (1865)
The classic rebound argument: lower effective costs can expand total demand.
- Arnulf Grübler — The costs of the French nuclear scale-up: A case of negative learning by doing (2010)
A counterexample to assuming that greater deployment always lowers costs.



















