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

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 2 K century −1 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 CO 2 in the southeast Pacific basin. Similar cooling does not occur over land. Significance Statement Warming of the tropical lower troposphere in the ERA5 reanalysis is occurring several times faster in dry air than in moist air. Moist air over land warms relatively little, while moist air over the oceans has been averaging warming at about a degree per century.

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Publication Details

Journal
Journal of Climate
Published
2025-05-23
DOI
https://doi.org/10.1175/jcli-d-24-0723.1
Primary Topic
Climate variability and models
Type
article
Field-Weighted Citation Impact
0.00

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article

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

Paul E. Roundy
Journal of Climate
Climate variability and models
article

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

Paul E. Roundy
article en

Abstract

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 2 K century −1 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 CO 2 in the southeast Pacific basin. Similar cooling does not occur over land. Significance Statement Warming of the tropical lower troposphere in the ERA5 reanalysis is occurring several times faster in dry air than in moist air. Moist air over land warms relatively little, while moist air over the oceans has been averaging warming at about a degree per century.

Journal of ClimateVol. 38(15)
Albany State University (US), University at Albany, State University of New York (US)
National Science Foundation, National Oceanic and Atmospheric Administration
Openalex Percentile: Top 89%
Climate variability and models
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How Temperature Trends Vary with Specific Humidity in the Tropical Lower Troposphere in ERA5 — Paul E. Roundy · Journal of Climate (2025) | TGRS Research Map | TGRS