Influence of Soil Moisture on Surface Air Temperature in Monsoons

Abstract Land plays a pivotal role in modulating weather and climate in monsoon regions, yet our understanding of land–atmosphere interactions remains incomplete. Here we present the information‐theoretic causal analysis, the Liang‐Kleeman information flow, for quantifying the strength of soil moisture (SM) influence on surface air temperature (SAT). We revealed that SM exerts significant influence on SAT across monsoon regions, intricately linked to the seasonal monsoon cycle. Notably, prominent influence of SM on SAT was found, even under typical wet conditions in the tropics when intense solar radiation is present. Furthermore, this study highlights a strong connection between land desiccation and the occurrence of hot days in pre‐monsoon periods. The proposed measure of SM influence strength enhances our understanding of land–atmosphere interactions and provides new insights into seasonally evolving predictability arising from SM variability across monsoon systems.

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Publication Details

Journal
Geophysical Research Letters
Published
2025-10-16
DOI
https://doi.org/10.1029/2025gl115760
Primary Topic
Climate change and permafrost
Type
article
Field-Weighted Citation Impact
0.00

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article

Influence of Soil Moisture on Surface Air Temperature in Monsoons

Naresh Ganeshi, Yu Kosaka, Yuhei Takaya, Xinfeng Liang et al.
Geophysical Research Letters
Climate change and permafrost
article

Influence of Soil Moisture on Surface Air Temperature in Monsoons

Naresh Ganeshi, Yu Kosaka, Yuhei Takaya, Xinfeng Liang, Tomonori Sato
article en

Abstract

Abstract Land plays a pivotal role in modulating weather and climate in monsoon regions, yet our understanding of land–atmosphere interactions remains incomplete. Here we present the information‐theoretic causal analysis, the Liang‐Kleeman information flow, for quantifying the strength of soil moisture (SM) influence on surface air temperature (SAT). We revealed that SM exerts significant influence on SAT across monsoon regions, intricately linked to the seasonal monsoon cycle. Notably, prominent influence of SM on SAT was found, even under typical wet conditions in the tropics when intense solar radiation is present. Furthermore, this study highlights a strong connection between land desiccation and the occurrence of hot days in pre‐monsoon periods. The proposed measure of SM influence strength enhances our understanding of land–atmosphere interactions and provides new insights into seasonally evolving predictability arising from SM variability across monsoon systems.

Geophysical Research LettersVol. 52(20)
Hokkaido University (JP), Japan Meteorological Agency (JP), Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou) (CN), Shanghai Meteorological Bureau (CN), Sphere Institute (US), Meteorological Research Institute (JP), Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai) (CN), The University of Tokyo (JP)
Environmental Restoration and Conservation Agency, Ministry of Education, Culture, Sports, Science and Technology, Japan Society for the Promotion of Science
Openalex Percentile: Top 66%
Climate change and permafrost
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