How Convective Mass Flux Responds to Environmental Humidity

Abstract Our goal in this study is to characterize the relationship between lower tropospheric environmental humidity and convective mass flux in the tropics. To do so, we have created gridded convective mass flux data sets from five global storm‐resolving models (GSRMs). We have three principal findings. First, in humid environments, mass flux increases with height from the surface through the depth of the lower free troposphere, forming a “deep‐inflow.” In dry environments, mass flux does not increase with height in the lower free troposphere. Second, mid‐tropospheric mass flux increases nonlinearly with increasing lower tropospheric humidity, resembling a widely reported pickup in tropical precipitation. Third, increased lower tropospheric humidity is associated with reduced updraft buoyancy. To interpret these findings, we employ a simple three‐equation parcel model with stochastic entrainment. The parcel model suggests that the response of convective mass flux to lower tropospheric humidity is governed by two effects: (a) survival, in which a greater share of entraining parcels ascend rather than detrain with greater humidity; and (b) dilution, in which the average entrainment rate among surviving parcels increases with environmental humidity. Together, survival and dilution account for the three mass flux responses to humidity.

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Publication Details

Journal
Journal of Advances in Modeling Earth Systems
Published
2026-01-30
DOI
https://doi.org/10.1029/2025ms005289
Primary Topic
Climate variability and models
Type
article
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article

How Convective Mass Flux Responds to Environmental Humidity

Nathan Arnold, Seth Seidel, Brandon Wolding
Journal of Advances in Modeling Earth Systems
Climate variability and models
article

How Convective Mass Flux Responds to Environmental Humidity

Nathan Arnold, Seth Seidel, Brandon Wolding
article en

Abstract

Abstract Our goal in this study is to characterize the relationship between lower tropospheric environmental humidity and convective mass flux in the tropics. To do so, we have created gridded convective mass flux data sets from five global storm‐resolving models (GSRMs). We have three principal findings. First, in humid environments, mass flux increases with height from the surface through the depth of the lower free troposphere, forming a “deep‐inflow.” In dry environments, mass flux does not increase with height in the lower free troposphere. Second, mid‐tropospheric mass flux increases nonlinearly with increasing lower tropospheric humidity, resembling a widely reported pickup in tropical precipitation. Third, increased lower tropospheric humidity is associated with reduced updraft buoyancy. To interpret these findings, we employ a simple three‐equation parcel model with stochastic entrainment. The parcel model suggests that the response of convective mass flux to lower tropospheric humidity is governed by two effects: (a) survival, in which a greater share of entraining parcels ascend rather than detrain with greater humidity; and (b) dilution, in which the average entrainment rate among surviving parcels increases with environmental humidity. Together, survival and dilution account for the three mass flux responses to humidity.

Journal of Advances in Modeling Earth SystemsVol. 18(2)
Cooperative Institute for Research in Environmental Sciences (US), University of Colorado Boulder (US), Global Science & Technology (United States) (US), NOAA Earth System Research Laboratory (US)
Openalex Percentile: Top 80%
Climate variability and models
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How Convective Mass Flux Responds to Environmental Humidity — Nathan Arnold, Seth Seidel, et al. · Journal of Advances in Modeling Earth Systems (2026) | TGRS Research Map | TGRS