Causal counterfactual for the attribution of weather and climate-related events

Causal counterfactual for the attribution of weather and climate-related events

The emergence of clear semantics for causal claims and of a sound logic for causal reasoning is relatively recent, with the consolidation over the past decades of a coherent theoretical corpus of definitions, concepts and methods of general applicability (e.g. Pearl [2000]) which is anchored into co...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Hannart, A, Pearl, J, Otto, F, Naveau, P, Ghil, M
Fformat:	Journal article
Cyhoeddwyd:	American Meteorological Society 2016

Eitemau Tebyg

Attribution of weather and climate events
gan: Otto, F
Cyhoeddwyd: (2017)

Attribution of extreme weather and climate-related events
gan: Stott, P, et al.
Cyhoeddwyd: (2015)

An improved projection of climate observations for detection and attribution
gan: A. Hannart, et al.
Cyhoeddwyd: (2019-11-01)

Attribution of extreme weather events: how does climate change affect weather?
gan: Otto, F
Cyhoeddwyd: (2019)

Climate change: attribution of extreme weather
gan: Otto, F
Cyhoeddwyd: (2015)

A counterfactual simulation model of causal judgments for physical events.
gan: Gerstenberg, Tobias, et al.
Cyhoeddwyd: (2021)

Causal inference based on counterfactuals
gan: Höfler M
Cyhoeddwyd: (2005-09-01)

Framing the question of attribution of extreme weather events
gan: Otto, F, et al.
Cyhoeddwyd: (2016)

Causality, black holes, prediction, and counterfactuals in general relativity
gan: Lesourd, M
Cyhoeddwyd: (2019)

ATTRICI v1.1 – counterfactual climate for impact attribution
gan: M. Mengel, et al.
Cyhoeddwyd: (2021-08-01)

Interventionist Counterfactuals on Causal Teams
gan: Fausto Barbero, et al.
Cyhoeddwyd: (2019-01-01)

Causal Selection and Counterfactual Reasoning
gan: William Jiménez-Leal
Cyhoeddwyd: (2013-01-01)

Stakeholder perspectives on the attribution of extreme weather events: an explorative enquiry
gan: Sippel, S, et al.
Cyhoeddwyd: (2015)

Attributable fraction and related measures: Conceptual relations in the counterfactual framework
gan: Suzuki Etsuji, et al.
Cyhoeddwyd: (2023-02-01)

On the attribution of the impacts of extreme weather events to anthropogenic climate change
gan: S E Perkins-Kirkpatrick, et al.
Cyhoeddwyd: (2022-01-01)

Towards reliable extreme weather and climate event attribution
gan: Omar Bellprat, et al.
Cyhoeddwyd: (2019-04-01)

A counterfactual perspective on compound weather risk
gan: Gordon Woo
Cyhoeddwyd: (2021-06-01)

Extreme weather impacts of climate change: an attribution perspective
gan: Clarke, B, et al.
Cyhoeddwyd: (2022)

Causal influence of anthropogenic forcings on the Argentinian heat wave of December 2013
gan: Hannart, A, et al.
Cyhoeddwyd: (2016)

A Linear “Microscope” for Interventions and Counterfactuals
gan: Pearl Judea
Cyhoeddwyd: (2017-03-01)

Attribution of human-induced dynamical and thermodynamical contributions in extreme weather events
gan: R Vautard, et al.
Cyhoeddwyd: (2016-01-01)

Ethical and normative implications of weather event attribution for policy discussions concerning loss and damage
gan: Thompson, A, et al.
Cyhoeddwyd: (2015)

Attribution of human-induced dynamical and thermodynamical contributions in extreme weather events
gan: Vautard, R, et al.
Cyhoeddwyd: (2016)

Real-time extreme weather event attribution with forecast seasonal SSTs
gan: Haustein, K, et al.
Cyhoeddwyd: (2016)

Physical and Metaphysical Counterfactuals: Evaluating Disjunctive Actions
gan: Pearl Judea
Cyhoeddwyd: (2017-08-01)

Counterfactual policy introspection using structural causal models
gan: Oberst, Michael Karl.
Cyhoeddwyd: (2020)

The Bradford Hill considerations on causality: a counterfactual perspective
gan: Höfler Michael
Cyhoeddwyd: (2005-11-01)

Real-time extreme weather event attribution with forecast seasonal SSTs
gan: K Haustein, et al.
Cyhoeddwyd: (2016-01-01)

Downward Counterfactual Search for Extreme Events
gan: Gordon Woo
Cyhoeddwyd: (2019-12-01)

Ethical and normative implications of weather event attribution for policy discussions concerning loss and damage
gan: Thompson, A, et al.
Cyhoeddwyd: (2015)

Back to the Present: How Not to Use Counterfactuals to Explain Causal Asymmetry
gan: Alison Fernandes
Cyhoeddwyd: (2022-04-01)

Attribution of extreme weather events in Africa: a preliminary exploration of the science and policy implications
gan: Otto, F, et al.
Cyhoeddwyd: (2015)

Attribution of extreme weather events in Africa : a preliminary exploration of the science and policy implications
gan: Otto, F, et al.
Cyhoeddwyd: (2015)

CAUSAL SELECTION AND COUNTERFACTUAL REASONING/ SELECCIÓN CAUSAL Y RAZONAMIENTO CONTRAFACTUAL/ SELEÇÃO CAUSAL E RACIOCÍNIO CONTRAFACTUAL
gan: William Jiménez-Leal
Cyhoeddwyd: (2013-06-01)

Extreme weather and climate
gan: Otto, F
Cyhoeddwyd: (2017)

Counterfactual off-policy evaluation with gumbel-max structural causal models
gan: Oberst, Michael, et al.
Cyhoeddwyd: (2021)

Simulation-based counterfactual causal discovery on real world driver behaviour
gan: Howard, R, et al.
Cyhoeddwyd: (2023)

Causal estimation of FTX collapse on cryptocurrency: a counterfactual prediction analysis
gan: Khalid Khan, et al.
Cyhoeddwyd: (2025-01-01)

CausaLM: Causal Model Explanation Through Counterfactual Language Models
gan: Amir Feder, et al.
Cyhoeddwyd: (2021-07-01)

Attribution of extreme weather events in Africa: a preliminary exploration of the science and policy implications
gan: Otto, F, et al.
Cyhoeddwyd: (2015)