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Title: Precipitation–Moisture Coupling Over Tropical Oceans: Sequential Roles of Shallow, Deep, and Mesoscale Convective Systems

Abstract

Abstract Precipitation over tropical oceans rapidly increases when the environmental column saturation fraction (CSF) increases past a critical value of ∼0.7. Past studies suggested that increased stratiform rainfall greatly contributes to the rapid rainfall enhancement. In this study, the sequential roles of non‐deep convection, deep convection, and mesoscale convective system (MCS) in precipitation‐moisture interactions are examined using 19 years of satellite observations. When CSF is below ∼0.5, non‐deep convection dominates total rainfall, and predominantly contributes to moistening of the environment. Between the CSF range of 0.5–0.7, transition to deep convective rainfall begins. Meanwhile, MCS contribution to total rain rapidly increases, and the environment is further moistened. MCS becomes the major rainfall type above the critical CSF value (∼0.7), with the rapid increase of total rain mostly explained by the rapid increase in MCS rain area. Rainfall reduction at high CSF values is jointly contributed by MCS and non‐deep convection.

Authors:
ORCiD logo [1]; ORCiD logo [2]; ORCiD logo [2];  [2]
  1. Pennsylvania State University, University Park, PA (United States)
  2. Pacific Northwest National Laboratory (PNNL), Richland, WA (United States). Atmospheric Science and Global Change Div. (ASGC)
Publication Date:
Research Org.:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States); Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
OSTI Identifier:
1894783
Alternate Identifier(s):
OSTI ID: 1859804
Report Number(s):
PNNL-SA-178872
Journal ID: ISSN 0094-8276
Grant/Contract Number:  
AC05-76RL01830; DE-AC02-05CH11231
Resource Type:
Accepted Manuscript
Journal Name:
Geophysical Research Letters
Additional Journal Information:
Journal Volume: 49; Journal Issue: 7; Journal ID: ISSN 0094-8276
Publisher:
American Geophysical Union (AGU)
Country of Publication:
United States
Language:
English
Subject:
58 GEOSCIENCES

Citation Formats

Chen, Xingchao, Leung, L. Ruby, Feng, Zhe, and Yang, Qiu. Precipitation–Moisture Coupling Over Tropical Oceans: Sequential Roles of Shallow, Deep, and Mesoscale Convective Systems. United States: N. p., 2022. Web. doi:10.1029/2022gl097836.
Chen, Xingchao, Leung, L. Ruby, Feng, Zhe, & Yang, Qiu. Precipitation–Moisture Coupling Over Tropical Oceans: Sequential Roles of Shallow, Deep, and Mesoscale Convective Systems. United States. https://doi.org/10.1029/2022gl097836
Chen, Xingchao, Leung, L. Ruby, Feng, Zhe, and Yang, Qiu. Mon . "Precipitation–Moisture Coupling Over Tropical Oceans: Sequential Roles of Shallow, Deep, and Mesoscale Convective Systems". United States. https://doi.org/10.1029/2022gl097836. https://www.osti.gov/servlets/purl/1894783.
@article{osti_1894783,
title = {Precipitation–Moisture Coupling Over Tropical Oceans: Sequential Roles of Shallow, Deep, and Mesoscale Convective Systems},
author = {Chen, Xingchao and Leung, L. Ruby and Feng, Zhe and Yang, Qiu},
abstractNote = {Abstract Precipitation over tropical oceans rapidly increases when the environmental column saturation fraction (CSF) increases past a critical value of ∼0.7. Past studies suggested that increased stratiform rainfall greatly contributes to the rapid rainfall enhancement. In this study, the sequential roles of non‐deep convection, deep convection, and mesoscale convective system (MCS) in precipitation‐moisture interactions are examined using 19 years of satellite observations. When CSF is below ∼0.5, non‐deep convection dominates total rainfall, and predominantly contributes to moistening of the environment. Between the CSF range of 0.5–0.7, transition to deep convective rainfall begins. Meanwhile, MCS contribution to total rain rapidly increases, and the environment is further moistened. MCS becomes the major rainfall type above the critical CSF value (∼0.7), with the rapid increase of total rain mostly explained by the rapid increase in MCS rain area. Rainfall reduction at high CSF values is jointly contributed by MCS and non‐deep convection.},
doi = {10.1029/2022gl097836},
journal = {Geophysical Research Letters},
number = 7,
volume = 49,
place = {United States},
year = {Mon Mar 21 00:00:00 EDT 2022},
month = {Mon Mar 21 00:00:00 EDT 2022}
}

Works referenced in this record:

Exploratory precipitation metrics: spatiotemporal characteristics, process-oriented, and phenomena-based
journal, February 2022


Convective and stratiform components of the precipitation-moisture relationship: PRECIPITATION AND COLUMN MOISTURE
journal, December 2015

  • Ahmed, Fiaz; Schumacher, Courtney
  • Geophysical Research Letters, Vol. 42, Issue 23
  • DOI: 10.1002/2015gl066957

Structure and Evolution of Mesoscale Convective Systems: Sensitivity to Cloud Microphysics in Convection‐Permitting Simulations Over the United States
journal, July 2018

  • Feng, Zhe; Leung, L. Ruby; Houze, Robert A.
  • Journal of Advances in Modeling Earth Systems, Vol. 10, Issue 7
  • DOI: 10.1029/2018ms001305

Observing Possible Thermodynamic Controls on Tropical Marine Rainfall in Moist Environments
journal, November 2019


Mesoscale Convective Systems Dominate the Energetics of the South Asian Summer Monsoon Onset
journal, September 2021

  • Chen, Xingchao; Leung, L. Ruby; Feng, Zhe
  • Geophysical Research Letters, Vol. 48, Issue 17
  • DOI: 10.1029/2021gl094873

Deep convective cloud-top heights and their thermodynamic control during CRYSTAL-FACE
journal, January 2004

  • Sherwood, Steven C.
  • Journal of Geophysical Research, Vol. 109, Issue D20
  • DOI: 10.1029/2004jd004811

Convective Precursors and Predictability in the Tropical Western Pacific
journal, December 1999


Trimodal Characteristics of Tropical Convection
journal, August 1999


Interactions between Moisture and Tropical Convection. Part I: The Coevolution of Moisture and Convection
journal, May 2020

  • Wolding, Brandon; Dias, Juliana; Kiladis, George
  • Journal of the Atmospheric Sciences, Vol. 77, Issue 5
  • DOI: 10.1175/jas-d-19-0225.1

A Global High‐Resolution Mesoscale Convective System Database Using Satellite‐Derived Cloud Tops, Surface Precipitation, and Tracking
journal, April 2021

  • Feng, Zhe; Leung, L. Ruby; Liu, Nana
  • Journal of Geophysical Research: Atmospheres, Vol. 126, Issue 8
  • DOI: 10.1029/2020jd034202

Changes in Tropical Clouds and Radiation
journal, June 2002


The mesoscale convection life cycle: Building block or prototype for large-scale tropical waves?
journal, December 2006


Evaluation of IMERG satellite precipitation over the land-coast-ocean continuum – Part I: Detection
journal, August 2021

  • Derin, Yagmur; Kirstetter, Pierre-Emmanuel; Gourley, Jonathan J.
  • Journal of Hydrometeorology
  • DOI: 10.1175/JHM-D-21-0058.1

Moisture Vertical Structure, Column Water Vapor, and Tropical Deep Convection
journal, June 2009

  • Holloway, Christopher E.; Neelin, J. David
  • Journal of the Atmospheric Sciences, Vol. 66, Issue 6
  • DOI: 10.1175/2008jas2806.1

Process-Oriented MJO Simulation Diagnostic: Moisture Sensitivity of Simulated Convection
journal, July 2014


Effects of Organized Convection Parameterization on the MJO and Precipitation in E3SMv1. Part I: Mesoscale Heating
journal, June 2021

  • Chen, C. ‐C.; Richter, J. H.; Liu, C.
  • Journal of Advances in Modeling Earth Systems, Vol. 13, Issue 6
  • DOI: 10.1029/2020ms002401

Cloud Clusters and Superclusters over the Oceanic Warm Pool
journal, May 1993


Idealized numerical simulations of Mesoscale Convective Systems and their implications for forecast error
journal, April 2017

  • Shutts, Glenn
  • Quarterly Journal of the Royal Meteorological Society, Vol. 143, Issue 704
  • DOI: 10.1002/qj.3031

Storm Morphology and Rainfall Characteristics of TRMM Precipitation Features
journal, October 2006

  • Nesbitt, Stephen W.; Cifelli, Robert; Rutledge, Steven A.
  • Monthly Weather Review, Vol. 134, Issue 10
  • DOI: 10.1175/mwr3200.1

Toward a Dynamical Foundation for Organized Convection Parameterization in GCMs
journal, December 2019


From ERA-Interim to ERA5: the considerable impact of ECMWF's next-generation reanalysis on Lagrangian transport simulations
journal, January 2019

  • Hoffmann, Lars; Günther, Gebhard; Li, Dan
  • Atmospheric Chemistry and Physics, Vol. 19, Issue 5
  • DOI: 10.5194/acp-19-3097-2019

Reverse Engineering the Tropical Precipitation–Buoyancy Relationship
journal, May 2018


Significant Contribution of Mesoscale Overturning to Tropical Mass and Energy Transport Revealed by the ERA5 Reanalysis
journal, January 2020

  • Chen, Xingchao; Pauluis, Olivier M.; Leung, L. Ruby
  • Geophysical Research Letters, Vol. 47, Issue 1
  • DOI: 10.1029/2019gl085333

Simulation, Modeling, and Dynamically Based Parameterization of Organized Tropical Convection for Global Climate Models
journal, May 2017

  • Moncrieff, Mitchell W.; Liu, Changhai; Bogenschutz, Peter
  • Journal of the Atmospheric Sciences, Vol. 74, Issue 5
  • DOI: 10.1175/jas-d-16-0166.1

Deep Convective Organization, Moisture Vertical Structure, and Convective Transition Using Deep-Inflow Mixing
journal, April 2019

  • Schiro, Kathleen A.; Neelin, J. David
  • Journal of the Atmospheric Sciences, Vol. 76, Issue 4
  • DOI: 10.1175/jas-d-18-0122.1

Thermodynamic control of tropical rainfall
journal, April 2000

  • Raymond, D. J.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 126, Issue 564
  • DOI: 10.1002/qj.49712656406

A Novel Approach to Identify Sources of Errors in IMERG for GPM Ground Validation
journal, September 2016

  • Tan, Jackson; Petersen, Walter A.; Tokay, Ali
  • Journal of Hydrometeorology, Vol. 17, Issue 9
  • DOI: 10.1175/jhm-d-16-0079.1

Rain type classification algorithm for TRMM precipitation radar
conference, January 1997

  • Awaka, J.; Iguchi, T.; Kumagai, H.
  • IGARSS'97. 1997 IEEE International Geoscience and Remote Sensing Symposium Proceedings. Remote Sensing - A Scientific Vision for Sustainable Development
  • DOI: 10.1109/IGARSS.1997.608993

On the Identification of the Large-Scale Properties of Tropical Convection Using Cloud Regimes
journal, September 2013


Convective Transition Statistics over Tropical Oceans for Climate Model Diagnostics: Observational Baseline
journal, May 2018

  • Kuo, Yi-Hung; Schiro, Kathleen A.; Neelin, J. David
  • Journal of the Atmospheric Sciences, Vol. 75, Issue 5
  • DOI: 10.1175/jas-d-17-0287.1

How do different sensors impact IMERG precipitation estimates during hurricane days?
journal, June 2021


Response of Humidity and Clouds to Tropical Deep Convection
journal, May 2009


Parameterizing Convective Organization to Escape the Entrainment Dilemma: PARAMETERIZING CONVECTIVE ORGANIZATION
journal, February 2011

  • Mapes, Brian; Neale, Richard
  • Journal of Advances in Modeling Earth Systems, Vol. 3, Issue 2
  • DOI: 10.1029/2011ms000042

Relationships between Water Vapor Path and Precipitation over the Tropical Oceans
journal, April 2004


Spread in model climate sensitivity traced to atmospheric convective mixing
journal, January 2014

  • Sherwood, Steven C.; Bony, Sandrine; Dufresne, Jean-Louis
  • Nature, Vol. 505, Issue 7481
  • DOI: 10.1038/nature12829

Short-Term versus Climatological Relationship between Precipitation and Tropospheric Humidity
journal, November 2012


Reexamining the Nonlinear Moisture-Precipitation Relationship Over the Tropical Oceans
journal, January 2018

  • Rushley, S. S.; Kim, D.; Bretherton, C. S.
  • Geophysical Research Letters, Vol. 45, Issue 2
  • DOI: 10.1002/2017gl076296

Stratiform Rain in the Tropics as Seen by the TRMM Precipitation Radar*
journal, June 2003


Large-Scale Meteorology and Deep Convection during TRMM KWAJEX*
journal, February 2004


The Transition to Strong Convection
journal, August 2009

  • Neelin, J. David; Peters, Ole; Hales, Katrina
  • Journal of the Atmospheric Sciences, Vol. 66, Issue 8
  • DOI: 10.1175/2009jas2962.1

Critical phenomena in atmospheric precipitation
journal, May 2006

  • Peters, Ole; Neelin, J. David
  • Nature Physics, Vol. 2, Issue 6
  • DOI: 10.1038/nphys314

Tropical Convection and the Energy Balance at the Top of the Atmosphere
journal, December 2001


Sources of uncertainty in future changes in local precipitation
journal, October 2011


Clouds, Radiation, and the Diurnal Cycle of Sea Surface Temperature in the Tropical Western Pacific
journal, August 1996


Vertical structure and physical processes of the Madden-Julian oscillation: Exploring key model physics in climate simulations: KEY PHYSICS IN MODELING THE MJO
journal, May 2015

  • Jiang, Xianan; Waliser, Duane E.; Xavier, Prince K.
  • Journal of Geophysical Research: Atmospheres, Vol. 120, Issue 10
  • DOI: 10.1002/2014jd022375

Process-Oriented Evaluation of Climate and Weather Forecasting Models
journal, September 2019

  • Maloney, Eric D.; Gettelman, Andrew; Ming, Yi
  • Bulletin of the American Meteorological Society, Vol. 100, Issue 9
  • DOI: 10.1175/bams-d-18-0042.1