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XAIDA · EXTREME EVENTS: ARTIFICIAL INTELLIGENCE FOR DETECTION AND ATTRIBUTION

cordis:101003469

EXTREME EVENTS: ARTIFICIAL INTELLIGENCE FOR DETECTION AND ATTRIBUTION

Entity type · ProjectPublic dossier · indexable01 Oct 2026, 10:35

Identity extends only as far as the published stable identifier or explicit mapping. Similar names are not merged. Missing links mean not observed in the bounded sources—not absent in reality.

identity ≠ name similarity · edge ≠ causality

57direct evidenced connections

57exact-identifier edges

58referenced source snapshots

7published attributes

ONE-HOP EVIDENCE

Every direct connection and its proof

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Exact identifieredge:project-output:101003469:01e219e93f9ccad42d6db239

Relationshiphas an observed research output

Research outputEvolution of the Dynamics of Centennial Hot Summers in Western Europe With Climate Change

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Exact identifieredge:project-output:101003469:052a3700157b56d7a95e4eb3

Relationshiphas an observed research output

Research outputEuropean compound flood-heat-flood events associated with Omega patterns cannot be easily reproduced by a fully coupled model

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Exact identifieredge:project-output:101003469:08b1170d8d523dac20df4e52

Relationshiphas an observed research output

Research outputOne-third of the global soybean production failure in 2012 is attributable to climate change

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Exact identifieredge:project-output:101003469:08de0fe7674eae3b5760cc1f

Relationshiphas an observed research output

Research outputHow to stop being surprised by unprecedented weather

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Exact identifieredge:project-output:101003469:0afce39654b4f0347708497a

Relationshiphas an observed research output

Research outputRegularization in Machine Learning: Advances for Earth Sciences

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Exact identifieredge:project-output:101003469:0c184a3d621f76d2c38ec6bb

Relationshiphas an observed research output

Research outputUnderstanding European Heatwaves with Variational Autoencoders

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Exact identifieredge:project-output:101003469:19d9352f719bb16134c69df7

Relationshiphas an observed research output

Research outputUsing Artificial Intelligence to identify CMIP6 models from daily SLP maps

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Exact identifieredge:project-output:101003469:1e09bd7a98ff6acb78ae8dea

Relationshiphas an observed research output

Research outputDiverging trends in large floods across Europe in a warming climate

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Exact identifieredge:project-output:101003469:2031e80ad3eb2173adb5ecf5

Relationshiphas an observed research output

Research outputIncreased persistence of warm and wet winter weather in recent decades in north-western Europe

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Exact identifieredge:project-output:101003469:283ba3fc0966917245aa824b

Relationshiphas an observed research output

Research outputEarly warning of complex climate risk with integrated artificial intelligence

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Exact identifieredge:project-output:101003469:28dc6265738185d743b9f1b0

Relationshiphas an observed research output

Research outputEnsemble random forest for tropical cyclone tracking

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Exact identifieredge:project-output:101003469:29aed4ccc676ea6d03b3230e

Relationshiphas an observed research output

Research outputGraph neural networks for hourly precipitation projections at the convection permitting scale with a novel hybrid imperfect framework

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Exact identifieredge:project-output:101003469:2ad5f6cacb5cacf4ffdde639

Relationshiphas an observed research output

Research outputLearning predictable and informative dynamical drivers of extreme precipitation using variational autoencoders

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Exact identifieredge:project-output:101003469:2afd59fce8b4608258560ddf

Relationshiphas an observed research output

Research outputEstimating return periods for extreme events in climate models through Ensemble Boosting

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Exact identifieredge:project-output:101003469:2c50d0f58be9128055aa7705

Relationshiphas an observed research output

Research outputAssessing Climate Change Impacts on the March 2024 Compound Floods and Saharan Dust Outbreak in Europe

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Exact identifieredge:project-output:101003469:3110442263fcb2634662fa39

Relationshiphas an observed research output

Research outputKernel detrended fluctuation analysis: A nonlinear, multivariate method for detecting long-range persistence

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Exact identifieredge:project-output:101003469:3b4265ae31fe9f204cc26855

Relationshiphas an observed research output

Research outputSpatial structures of emerging hot and dry compound events over Europe from 1950 to 2023

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Exact identifieredge:project-output:101003469:4040cae6556eccf2083610af

Relationshiphas an observed research output

Research outputAlternative rainfall storylines for the Western European July 2021 floods from ensemble boosting

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Exact identifieredge:project-output:101003469:4156348bf7f9e797994dc77d

Relationshiphas an observed research output

Research outputAttributing heat-related mortality to climate change

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Exact identifieredge:project-output:101003469:47f60d57838c3822a2d698bc

Relationshiphas an observed research output

Research outputGrowing human-induced climate change fingerprint in regional weekly fire extremes

CORDIS project code

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Exact identifieredge:project-output:101003469:5127e32d2a306aac13b4a680

Relationshiphas an observed research output

Research outputA year above 1.5 °C signals that Earth is most probably within the 20-year period that will reach the Paris Agreement limit

CORDIS project code

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Exact identifieredge:project-output:101003469:5247c891e947f93b5f0ad49d

Relationshiphas an observed research output

Research outputAmplified agricultural impacts from more frequent and intense sequential heat events

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Exact identifieredge:project-output:101003469:59b0f08e722cbbf0ee252ead

Relationshiphas an observed research output

Research outputEnhancing public understanding of extreme weather events in a changing climate through ClimaMeter

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Exact identifieredge:project-output:101003469:5e89428c384f5bb503ebce0c

Relationshiphas an observed research output

Research outputA Pollutant’s Tale: An Interactive Talk on the Chemistry of the Earth’s Climate and Its Response to Pollutants

CORDIS project code

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Exact identifieredge:project-output:101003469:65d088f57ef83f3e70b281cb

Relationshiphas an observed research output

Research outputExtreme Event Attribution in the Mediterranean

CORDIS project code

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Exact identifieredge:project-output:101003469:684af7302de500e9fe33dc9c

Relationshiphas an observed research output

Research outputA warming adjustment method for CORDEX RCM simulations

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Exact identifieredge:project-output:101003469:69893b788c3d6668330a9667

Relationshiphas an observed research output

Research outputCompound weather and climate events in 2024

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Exact identifieredge:project-output:101003469:70c67df3dc241c4733d02436

Relationshiphas an observed research output

Research outputThe influence of spatial correlations in crop production on global crop failures in model simulations

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101003469:776dde5967d2c98a4fedab97

Relationshiphas an observed research output

Research outputMERCURY: A Fast and Versatile Multi‐Resolution Based Global Emulator of Compound Climate Hazards

CORDIS project code

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Exact identifieredge:project-output:101003469:90ea1534d457b12bbb9acce6

Relationshiphas an observed research output

Research outputDeepExtremes/ExtremeEvents: v4.0.1

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Exact identifieredge:project-output:101003469:92c4bfeda838061a443e2f97

Relationshiphas an observed research output

Research outputCold-air outbreaks in the continental US: Connections with stratospheric variations

CORDIS project code

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Exact identifieredge:project-output:101003469:94f486fbf928e65ff9329d99

Relationshiphas an observed research output

Research outputEl Niño and droughts in Southeast Asia: A stochastic-chaotic modeling approach

CORDIS project code

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Exact identifieredge:project-output:101003469:9611eeef00607501e3dff16b

Relationshiphas an observed research output

Research outputDheed: an ERA5 based global database of compound dry and hot extreme events from 1950 to 2023

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101003469:9a14e90fa6c7833e1db09b27

Relationshiphas an observed research output

Research outputThe observed September 2023 temperature jump was nearly impossible under standard anthropogenic forcing

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101003469:9e97b00865863a5451b6d03f

Relationshiphas an observed research output

Research outputRHITA: a web tool for real-time detection of extreme weather events

CORDIS project code

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Exact identifieredge:project-output:101003469:a0c19b40633acb7049d39703

Relationshiphas an observed research output

Research outputEmergent constraints on global soil moisture projections under climate change

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101003469:a56eb6585c1532d3dc4a270d

Relationshiphas an observed research output

Research outputGeo-Disasters: Geocoding climate-related events in the international disaster database EM-DAT

CORDIS project code

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Exact identifieredge:project-output:101003469:a91b7576e14fcefe14695261

Relationshiphas an observed research output

Research outputQuantifying the state-dependent causal effect of Barents–Kara Sea ice loss on the stratospheric polar vortex in a large ensemble simulation

CORDIS project code

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Exact identifieredge:project-output:101003469:bb33d78d1d7f2eb16846e767

Relationshiphas an observed research output

Research outputEstimating the contribution of Arctic sea-ice loss to central Asia temperature anomalies: the case of winter 2020/2021

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101003469:c75f3a00444fc78a3f71e91f

Relationshiphas an observed research output

Research outputEuropean compound flood-heat-flood events associated with Omega patterns cannot be easily reproduced by a fully coupled model

CORDIS project code

No additional excerpt published.

Open source ↗

Exact identifieredge:project-output:101003469:c7e2d92859118146fc0187d3

Relationshiphas an observed research output

Research outputDrought decreases annual streamflow response to precipitation, especially in arid regions

CORDIS project code

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Exact identifieredge:project-output:101003469:c82a47bd892d61868b29f834

Relationshiphas an observed research output

Research outputA Statistical Method to Model Non‐stationarity in Precipitation Records Changes

CORDIS project code

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Exact identifieredge:project-output:101003469:cd40b7f28e0a44dc7b922730

Relationshiphas an observed research output

Research outputHow to stop being surprised by unprecedented weather

CORDIS project code

No additional excerpt published.

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Exact identifieredge:project-output:101003469:d466e198d7353d933d312151

Relationshiphas an observed research output

Research outputDeepExtremeCubes: Earth system spatio-temporal data for assessing compound heatwave and drought impacts

CORDIS project code

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Exact identifieredge:project-output:101003469:d95fdff31f3e92866163ea67

Relationshiphas an observed research output

Research outputImproving analogues-based detection & attribution approaches for hurricanes

CORDIS project code

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Exact identifieredge:project-output:101003469:e442e08170589cd3cf41290a

Relationshiphas an observed research output

Research outputGeo-Disasters v 1.0.0 – Geocoded EM-DAT climate-disaster footprints (1990 – 2023)

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Exact identifieredge:project-output:101003469:e66bc558f84dc431f52b90fc

Relationshiphas an observed research output

Research outputData and code for "The observed September 2023 temperature jump was near impossible under standard anthropogenic forcing", submitted to Communications Earth & Environment

CORDIS project code

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Exact identifieredge:project-output:101003469:eb1dfdc00f495b7047a2b11f

Relationshiphas an observed research output

Research outputAnthropogenic climate change has increased severity of mid-latitude storms and impacted airport operations

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Exact identifieredge:project-output:101003469:f246f619dd21bd72b5a07262

Relationshiphas an observed research output

Research outputA Bayesian statistical method to estimate the climatology of extreme temperature under multiple scenarios: the ANKIALE package

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Exact identifieredge:project-output:101003469:fcc8a8eec9b51b342aff31a9

Relationshiphas an observed research output

Research outputEvaluation of Binary Classifiers for Asymptotically Dependent and Independent Extremes

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Exact identifieredge:project-output:101003469:fe009680703e7e5c1689c360

Relationshiphas an observed research output

Research outputDeep learning meets teleconnections: improving S2S predictions for European winter weather

CORDIS project code

No additional excerpt published.

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Exact identifierclaim:funding:101003469:999854564

Relationshipparticipates in

ActorUNIVERSITAET LEIPZIG

CORDIS project code and participant PIC

No additional excerpt published.

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Exact identifierclaim:funding:101003469:999854855

Relationshipparticipates in

ActorUNIVERSITAET POTSDAM

CORDIS project code and participant PIC

No additional excerpt published.

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Exact identifierclaim:funding:101003469:999897729

Relationshipparticipates in

ActorTECHNISCHE UNIVERSITAET DRESDEN

CORDIS project code and participant PIC

No additional excerpt published.

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Exact identifierclaim:funding:101003469:999981731

Relationshipparticipates in

ActorDEUTSCHES ZENTRUM FUR LUFT - UND RAUMFAHRT EV

CORDIS project code and participant PIC

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Exact identifierclaim:funding:101003469:999990267

Relationshipparticipates in

ActorMAX-PLANCK-GESELLSCHAFT ZUR FORDERUNG DER WISSENSCHAFTEN EV

CORDIS project code and participant PIC

No additional excerpt published.

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Exact identifierclaim:funding:101003469:999994632

Relationshipparticipates in

ActorHELMHOLTZ-ZENTRUM FUR UMWELTFORSCHUNG GMBH - UFZ

CORDIS project code and participant PIC

No additional excerpt published.

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PUBLISHED ATTRIBUTES

Fields retained with this identity

Attributes are descriptive source fields. They do not create cross-dataset identity unless an edge states that join explicitly.

Acronym: XAIDA
Code: 101003469
End Date: 2026-02-28
Framework Programme: H2020
Funding: Currency: EUR · German Net Eu Contribution Cents: 131470500 · Participant Edge Count: 6 · Status: linked
Research: Citation Data Output Count: 283 · Cited Output Count: 188 · First Publication Date: 2021-01-01 · Last Publication Date: 2026-03-18 · Open Access Output Count: 262 · Output Count: 283 · Status: linked · Total Citations: 4951
Start Date: 2021-09-01

PROVENANCE

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