Persistence of temperature and precipitation: from local to global anomalies

TL;DR

This study uses detrended fluctuation analysis to examine the persistence of temperature and precipitation anomalies across continents, revealing patterns related to geographic location and climate type.

Contribution

It provides a comprehensive analysis of the spatial and latitudinal variation in climate anomaly persistence using DFA, highlighting differences between temperature and precipitation.

Findings

Temperature persistence is higher in the Southern Hemisphere and near the equator.

Precipitation persistence varies less with latitude and is more climate-dependent.

Persistence disappears when data is randomized, confirming it is not an artifact.

Abstract

Using detrended fluctuation analysis (DFA) we find that all continents are persistent in temperature. The scaling exponents of the southern hemisphere (SH) continents, i.e., South America (0.77) and Oceania (0.72) are somewhat higher than scaling exponents of Europe (0.70), Asia (0.69) and North America (0.64), but the scaling of Africa is by far the highest (0.86). The reason for this is the location of Africa near the equator. The scaling exponents of the precipitation are much smaller, i.e. between 0.55 (Europe) and 0.68 (North America). The scaling exponent of Europe is near that of the random noise (0.5), while the other continents are slightly persistent in precipitation. We also show that the persistence disappears in all time series when shuffling the data randomly, showing that persistence is not an intrinsic property of the estimator. We find that the monthly temperature is the more persistent the more wide area is analyzed. The persistence of precipitation is also increasing as a function of area, although not so clearly. Furthermore, our analysis shows that the persistence of the temperature decreases poleward in both hemispheres. The persistence of precipitation is also highest at equatorial zones, and decreases poleward, but is less dependent on the latitude than temperature. It seems that the persistence of the precipitation is more dependent on the corresponding climate type than the persistence of the temperature.