How Temperature Trends Vary with Specific Humidity in the Tropical Lower Troposphere in ERA5

Paul E. Roundy aUniversity at Albany Albany, New York, United States

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Abstract

The rate of change of temperature during 1979-2020 is assessed as a continuous function of specific humidity for the tropical lower troposphere using ERA5 reanalysis data and a modulation regression technique. Statistical stability is assessed through a Monte Carlo experiment and for consistency with bulk data through bivariate histograms that show how the broader distributions of moisture and temperature have evolved together over time. Reanalysis ensemble spread is also assessed. Results show that warming rates exceed 2K/century in dry air over land and water at 900 hPa, but are significantly smaller in moist air over water, and near zero in the moistest air over land. Cooling at 900 hPa is demonstrated for the global tropics and for the tropical oceans near 1000 hPa at specific humidities near a mass fraction of 0.01. These cooling results may be driven by decadal internal variability or a forced response to CO2 in the southeast Pacific Basin. Similar cooling does not occur over land.

© 2025 American Meteorological Society. This is an Author Accepted Manuscript distributed under the terms of the default AMS reuse license. For information regarding reuse and general copyright information, consult the AMS Copyright Policy (www.ametsoc.org/PUBSReuseLicenses).

Corresponding Author, Paul E. Roundy, proundy@albany.edu

Abstract

The rate of change of temperature during 1979-2020 is assessed as a continuous function of specific humidity for the tropical lower troposphere using ERA5 reanalysis data and a modulation regression technique. Statistical stability is assessed through a Monte Carlo experiment and for consistency with bulk data through bivariate histograms that show how the broader distributions of moisture and temperature have evolved together over time. Reanalysis ensemble spread is also assessed. Results show that warming rates exceed 2K/century in dry air over land and water at 900 hPa, but are significantly smaller in moist air over water, and near zero in the moistest air over land. Cooling at 900 hPa is demonstrated for the global tropics and for the tropical oceans near 1000 hPa at specific humidities near a mass fraction of 0.01. These cooling results may be driven by decadal internal variability or a forced response to CO2 in the southeast Pacific Basin. Similar cooling does not occur over land.

© 2025 American Meteorological Society. This is an Author Accepted Manuscript distributed under the terms of the default AMS reuse license. For information regarding reuse and general copyright information, consult the AMS Copyright Policy (www.ametsoc.org/PUBSReuseLicenses).

Corresponding Author, Paul E. Roundy, proundy@albany.edu
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