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Polar Amplification: A Fractional Integration Analysis

Author

Listed:
  • Guglielmo Maria Caporale
  • Luis Alberiko Gil-Alana
  • Nieves Carmona-González

Abstract

This paper uses fractional integration methods to obtain new evidence on polar amplification. The adopted modelling framework is very general since it allows the differencing parameter to take any real value, including fractional ones, and provides useful information on both the short and the long run. The analysis is carried out using monthly temperature anomaly data for both the Arctic and the Antarctic, as well as the Northern and Southern Hemisphere, which have been obtained from the NOAA (National Center for Environmental Information) archive. The main findings can be summarised as follows. There is evidence of Arctic amplification, since the upward trend in the Arctic data is more pronounced compared to that in the Northern hemisphere series, but not of Antarctic amplification, where the opposite holds. Also, the effects of shocks are more long-lived in the Arctic/Northern hemisphere than in the other pole/hemisphere. These results are robust to whether or not seasonality is explicitly modelled. In addition, temperature changes in the poles have bigger effects on those in the corresponding hemisphere if they occur in the Antarctic rather than in the Arctic.

Suggested Citation

  • Guglielmo Maria Caporale & Luis Alberiko Gil-Alana & Nieves Carmona-González, 2024. "Polar Amplification: A Fractional Integration Analysis," CESifo Working Paper Series 11073, CESifo.
  • Handle: RePEc:ces:ceswps:_11073
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    File URL: https://www.cesifo.org/DocDL/cesifo1_wp11073.pdf
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    References listed on IDEAS

    as
    1. Christophe Kinnard & Christian M. Zdanowicz & David A. Fisher & Elisabeth Isaksson & Anne de Vernal & Lonnie G. Thompson, 2011. "Reconstructed changes in Arctic sea ice over the past 1,450 years," Nature, Nature, vol. 479(7374), pages 509-512, November.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    polar amplification; Arctic and Antarctic; Northern and Southern hemispheres; temperature anomalies; persistence; fractional integration;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

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