A panel data study of causality links between CO<sub>2</sub> concentration and temperature

Abstract While the role of rising CO 2 concentration in increasing the temperature is well known, the opposite causality link, from temperature to CO 2 concentration, received far less scrutiny. In this paper, we address the relation between the two variables using the Dumitrescu–Hurlin panel causality test for a panel of individual areas of the planet. We also run individual areas-level Granger causality tests to determine the geographical distribution of the local causal links between the CO 2 concentration and temperature. We find evidence of both causality directions at the global level, suggesting potential feedback between CO 2 concentration and temperature. We also find that the global phenomenon results from a very fragmented geographical distribution of mostly unidirectional causality links at the local level. Considering the two results jointly, this work potentially provides insights into the connection between average trends of human-induced global warming and particular local conditions experiencing extreme meteorological conditions.

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Publication Details

Journal
Environmental Research Letters
Published
2025-05-20
DOI
https://doi.org/10.1088/1748-9326/addad9
Citations
2
Primary Topic
Energy, Environment, Economic Growth
Type
article
Field-Weighted Citation Impact
6.26
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article

A panel data study of causality links between CO2 concentration and temperature

Umberto Triacca, Marco Amendola, Marco Valente
2 citations
Environmental Research Letters
Energy, Environment, Economic Growth
6.26
article

A panel data study of causality links between CO2 concentration and temperature

Umberto Triacca, Marco Amendola, Marco Valente
article en
2 citations

Abstract

Abstract While the role of rising CO 2 concentration in increasing the temperature is well known, the opposite causality link, from temperature to CO 2 concentration, received far less scrutiny. In this paper, we address the relation between the two variables using the Dumitrescu–Hurlin panel causality test for a panel of individual areas of the planet. We also run individual areas-level Granger causality tests to determine the geographical distribution of the local causal links between the CO 2 concentration and temperature. We find evidence of both causality directions at the global level, suggesting potential feedback between CO 2 concentration and temperature. We also find that the global phenomenon results from a very fragmented geographical distribution of mostly unidirectional causality links at the local level. Considering the two results jointly, this work potentially provides insights into the connection between average trends of human-induced global warming and particular local conditions experiencing extreme meteorological conditions.

Environmental Research LettersVol. 20(7)
University of L'Aquila (IT)
Openalex Percentile: Top 4%
Energy, Environment, Economic Growth
6.26
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A panel data study of causality links between CO<sub>2</sub> concentration and temperature — Umberto Triacca, Marco Amendola, et al. · Environmental Research Letters (2025) | TGRS Research Map | TGRS