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Days a year at 35 °C or more by state or province, projected for 20-year windows to 2099 (CMIP6, World Bank CCKP)

Days a year at 35 °C or more, 1995–2014 as the models simulate it and projected for 2020–2039, 2040–2059, 2060–2079 and 2080–2099 under low, middle and very high emissions, for every state or province, from the CMIP6 climate models as bias-corrected, downscaled and aggregated by the World Bank's Climate Change Knowledge Portal. Each value is averaged over the land of the place, not weighted by where people live. The value is the median of the models and the range runs from the 10th to the 90th percentile of the models. The 1995–2014 values are the models' simulation of the recent past, not observations.

Latest value

147days

Each state, province or other first-level region as CCKP draws it on the World Bank's official boundaries: the area-weighted mean of the 0.25° grid cells inside it, averaged over the land, not weighted by where people live. Left out: the 32 areas the World Bank assigns to no country, and the three units CCKP lists under China for Hong Kong, Macao and Taiwan, places with their own values in the country indicator, and their own region where CCKP lists one., 2080–2099 (projection). Version cmip6-x0.25 hd35 climatology, fetched 2026-10-16.

Days a year at 35 °C or more by state or province, projected for 20-year windows to 2099 (CMIP6, World Bank CCKP) (days a year with a daily maximum temperature of 35 °C or more)

13 values from 1995–2014 to 2080–2099. Lines: Model simulation of 1995–2014, not observations, SSP1-2.6, low emissions, SSP2-4.5, middle emissions, SSP5-8.5, very high emissions. The shaded band is the uncertainty range the producer gives.
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Days a year at 35 °C or more by state or province, projected for 20-year windows to 2099 (CMIP6, World Bank CCKP), every value
PeriodEmissions scenarioValue (days)RangeStatus
1995/2014Model simulation of 1995–2014, not observations10290 to 115final
2020/2039SSP1-2.6, low emissions11392 to 138projection
2040/2059SSP1-2.6, low emissions12598 to 159projection
2060/2079SSP1-2.6, low emissions12998 to 168projection
2080/2099SSP1-2.6, low emissions13398 to 170projection
2020/2039SSP2-4.5, middle emissions11088 to 131projection
2040/2059SSP2-4.5, middle emissions12398 to 157projection
2060/2079SSP2-4.5, middle emissions133105 to 171projection
2080/2099SSP2-4.5, middle emissions147106 to 196projection
2020/2039SSP5-8.5, very high emissions11390 to 134projection
2040/2059SSP5-8.5, very high emissions136103 to 172projection
2060/2079SSP5-8.5, very high emissions164113 to 206projection
2080/2099SSP5-8.5, very high emissions196125 to 237projection
The World Bank: Climate Change Knowledge Portal: Observed Climate Data, ERA5 0.25-Degree (doi:10.57966/128g-6s70): Copernicus Climate Change Service ERA5. The World Bank: Climate Change Knowledge Portal: Projected Climate Data, CMIP6 0.25-Degree (doi:10.57966/b54h-7s87): CMIP6 multi-model ensemble (World Climate Research Programme). CC BY 4.0 with the World Bank Dataset Terms.

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sha256 291585a538affeedcbf68536025687f8c1a9ea95c152025110e7b9781f42f964
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Climate Change Knowledge Portal: Observed Climate Data, ERA5 0.25-Degree, DOI: https://doi.org/10.57966/128g-6s70. Climate Change Knowledge Portal: Projected Climate Data, CMIP6 0.25-Degree. DOI: https://doi.org/10.57966/b54h-7s87
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World Bank Group · Climate Change Knowledge Portal country climate data
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cmip6-x0.25 hd35 climatology, fetched 2026-10-16
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2026-10-16 (automatically), 110,581 bytes
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sha256 21d856daf2da8bcd820e3ca2a5b37becd20518e86cee75e2ea008e5a7782f5e0
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Climate Change Knowledge Portal: Observed Climate Data, ERA5 0.25-Degree, DOI: https://doi.org/10.57966/128g-6s70. Climate Change Knowledge Portal: Projected Climate Data, CMIP6 0.25-Degree. DOI: https://doi.org/10.57966/b54h-7s87
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World Bank Group · Climate Change Knowledge Portal country climate data
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cmip6-x0.25 hd35 climatology, fetched 2026-10-16
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2026-10-16 (automatically), 113,431 bytes
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sha256 ce313d844627a19cd46b44f3abb5a444e7f17ea2d766ec0ead1763615b400539
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Climate Change Knowledge Portal: Observed Climate Data, ERA5 0.25-Degree, DOI: https://doi.org/10.57966/128g-6s70. Climate Change Knowledge Portal: Projected Climate Data, CMIP6 0.25-Degree. DOI: https://doi.org/10.57966/b54h-7s87
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World Bank Group · Climate Change Knowledge Portal country climate data
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cmip6-x0.25 hd35 climatology, fetched 2026-10-16
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2026-10-16 (automatically), 113,396 bytes
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sha256 a9fb37c3ae8dc0da6aa8889c3766f29a743ac0bef45daca6a0aee33c21df9510
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Climate Change Knowledge Portal: Observed Climate Data, ERA5 0.25-Degree, DOI: https://doi.org/10.57966/128g-6s70. Climate Change Knowledge Portal: Projected Climate Data, CMIP6 0.25-Degree. DOI: https://doi.org/10.57966/b54h-7s87
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World Bank Group · Climate Change Knowledge Portal country climate data
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cmip6-x0.25 hd35 climatology, fetched 2026-10-16
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2026-10-16 (automatically), 111,453 bytes
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sha256 41b8785890db31b92663899dcd45b94ad735aa1ae8de473bd1b43d0d102f46be
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Climate Change Knowledge Portal: Observed Climate Data, ERA5 0.25-Degree, DOI: https://doi.org/10.57966/128g-6s70. Climate Change Knowledge Portal: Projected Climate Data, CMIP6 0.25-Degree. DOI: https://doi.org/10.57966/b54h-7s87
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World Bank Group · Climate Change Knowledge Portal country climate data
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cmip6-x0.25 hd35 climatology, fetched 2026-10-16
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2026-10-16 (automatically), 114,737 bytes
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sha256 27deb839230fbe7055919684696ad309c003c3ecb879b2b4a0ff6b4bfa8cd5d0
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Climate Change Knowledge Portal: Observed Climate Data, ERA5 0.25-Degree, DOI: https://doi.org/10.57966/128g-6s70. Climate Change Knowledge Portal: Projected Climate Data, CMIP6 0.25-Degree. DOI: https://doi.org/10.57966/b54h-7s87

What was done to it

  1. Read CCKP's 39 CMIP6 0.25° all_countries_subnationals files of hd35 (climatology): the multi-model ensemble median, 10th and 90th percentiles for the 1995–2014 historical runs and 2020–2039, 2040–2059, 2060–2079 and 2080–2099 under SSP1-2.6, SSP2-4.5 and SSP5-8.5. Every file holds the same 246 countries and 3,527 regions.

    Code: pipeline/src/envdash/transforms/future/cckp_projections.py · code sha256 5c4361ac9b2983cd… · inputs 238acfa0f6cc… 27d4dc3ea464… 0afe77b931df… 56022c113996… 505676dadad8… 94eff9467808… 516adc8762dc… 397158997093… 39bb32f21141… ec1d22b7bb74… 3fcfb219382b… 19ad6e69cc7a… c94680628135… 50fa750291db… 27eba0601e5f… eedb4c59f99c… a9cbac7afe9b… f72ea5466ca1… 323022b77035… 72d49d46ff9c… 0fa72500fc7f… 3d567e4da3d6… 89adbd081f83… 0782f946d5c8… 5f1647fad5d5… 7dce728a722e… 4ee036f8d093… 273f2fd3a463… ae4f4224e0f1… 66f066d67ff2… f4d48cbc13d4… 0f62fd33116e… cc31f581466f… 291585a538af… 21d856daf2da… ce313d844627… a9fb37c3ae8d… 41b8785890db… 27deb839230f…

  2. Checked every country's value against its own regions' values in the same file: within the lowest and highest region (±0.01, rounding), or equal to its one region. It holds for every country in every file.

    Code: pipeline/src/envdash/transforms/future/cckp_projections.py · code sha256 5c4361ac9b2983cd… · inputs 238acfa0f6cc… 27d4dc3ea464… 0afe77b931df… 56022c113996… 505676dadad8… 94eff9467808… 516adc8762dc… 397158997093… 39bb32f21141… ec1d22b7bb74… 3fcfb219382b… 19ad6e69cc7a… c94680628135… 50fa750291db… 27eba0601e5f… eedb4c59f99c… a9cbac7afe9b… f72ea5466ca1… 323022b77035… 72d49d46ff9c… 0fa72500fc7f… 3d567e4da3d6… 89adbd081f83… 0782f946d5c8… 5f1647fad5d5… 7dce728a722e… 4ee036f8d093… 273f2fd3a463… ae4f4224e0f1… 66f066d67ff2… f4d48cbc13d4… 0f62fd33116e… cc31f581466f… 291585a538af… 21d856daf2da… ce313d844627… a9fb37c3ae8d… 41b8785890db… 27deb839230f…

  3. Published 3,492 states, provinces and other first-level regions under CCKP's own codes, leaving out the 32 DIS.* units (areas the World Bank assigns to no country), and the 3 units CCKP lists under China for Hong Kong, Macao or Taiwan (CHN.147295925 'Taiwan Sheng'; CHN.1491879 'Macau, SAR'; CHN.33364910 'Hong Kong, SAR'), places this site publishes under their own codes: the median as the value and the 10th and 90th percentiles as the range, as printed, with the 20-year window as the period and the emissions scenario as a dimension.

    Code: pipeline/src/envdash/transforms/future/cckp_projections.py · code sha256 5c4361ac9b2983cd… · inputs 238acfa0f6cc… 27d4dc3ea464… 0afe77b931df… 56022c113996… 505676dadad8… 94eff9467808… 516adc8762dc… 397158997093… 39bb32f21141… ec1d22b7bb74… 3fcfb219382b… 19ad6e69cc7a… c94680628135… 50fa750291db… 27eba0601e5f… eedb4c59f99c… a9cbac7afe9b… f72ea5466ca1… 323022b77035… 72d49d46ff9c… 0fa72500fc7f… 3d567e4da3d6… 89adbd081f83… 0782f946d5c8… 5f1647fad5d5… 7dce728a722e… 4ee036f8d093… 273f2fd3a463… ae4f4224e0f1… 66f066d67ff2… f4d48cbc13d4… 0f62fd33116e… cc31f581466f… 291585a538af… 21d856daf2da… ce313d844627… a9fb37c3ae8d… 41b8785890db… 27deb839230f…

What it covers

Geography
Each state, province or other first-level region as CCKP draws it on the World Bank's official boundaries: the area-weighted mean of the 0.25° grid cells inside it, averaged over the land, not weighted by where people live. Left out: the 32 areas the World Bank assigns to no country, and the three units CCKP lists under China for Hong Kong, Macao and Taiwan, places with their own values in the country indicator, and their own region where CCKP lists one.
Basis
CMIP6 multi-model ensemble (bias-corrected and downscaled to 0.25° by CCKP): the median of the models, with their 10th–90th percentile as the range. Days with a daily maximum temperature of 35 °C or more (CCKP's hd35, Tmax >= 35 °C). 20-year averages: 1995–2014 from the historical runs; 2020–2039, 2040–2059, 2060–2079 and 2080–2099 under SSP1-2.6, SSP2-4.5 and SSP5-8.5. Projections, not forecasts of any one year.
Unit
days a year with a daily maximum temperature of 35 °C or more (days)