---
_id: '9151'
abstract:
- lang: eng
  text: "We investigate how mesoscale circulations associated with convective aggregation
    can modulate the sensitivity of the hydrologic cycle to warming. We quantify changes
    in the full distribution of rain across radiative‐convective equilibrium states
    in a cloud‐resolving model. For a given SST, the shift in mean rainfall between
    disorganized and organized states is associated with a shift in atmospheric radiative
    cooling, and is roughly analogous to the effect of a 4K SST increase. With rising
    temperatures, the increase in mean rain rate is insensitive to the presence of
    organization, while extremes can intensify faster in the aggregated state, leading
    to a faster amplification in the sporadic nature of rain. When convection aggregates,
    heavy rain is enhanced by 20‐30% and nonlinear behaviors are observed as a function
    of SST and strength of aggregation feedbacks. First, radiative‐ and surface‐flux
    aggregation feedbacks have multiplicative effects on extremes, illustrating a
    non‐trivial sensitivity to the degree of organization. Second, alternating Clausius‐Clapeyron
    and super‐Clausius‐Clapeyron regimes in extreme rainfall are found as a function
    of SST, corresponding to varying thermodynamic and dynamic contributions, and
    a large sensitivity to precipitation efficiency variations in some SST ranges.\r\nThe
    potential for mesoscale circulations in amplifying the hydrologic cycle is established.
    However these nonlinear distortions question the quantitative relevance of idealized
    self‐aggregation. This calls for a deeper investigation of relationships which
    capture the coupling between global energetics, aggregation feedbacks and local
    convection, and for systematic tests of their sensitivity to domain configurations,
    surface boundary conditions, microphysics and turbulence schemes."
article_number: e2020MS002256
article_processing_charge: No
article_type: original
author:
- first_name: Benjamin
  full_name: Fildier, Benjamin
  last_name: Fildier
- first_name: William D.
  full_name: Collins, William D.
  last_name: Collins
- first_name: Caroline J
  full_name: Muller, Caroline J
  id: f978ccb0-3f7f-11eb-b193-b0e2bd13182b
  last_name: Muller
  orcid: 0000-0001-5836-5350
citation:
  ama: Fildier B, Collins WD, Muller CJ. Distortions of the rain distribution with
    warming, with and without self‐aggregation. <i>Journal of Advances in Modeling
    Earth Systems</i>. 2021;13(2). doi:<a href="https://doi.org/10.1029/2020ms002256">10.1029/2020ms002256</a>
  apa: Fildier, B., Collins, W. D., &#38; Muller, C. J. (2021). Distortions of the
    rain distribution with warming, with and without self‐aggregation. <i>Journal
    of Advances in Modeling Earth Systems</i>. American Geophysical Union. <a href="https://doi.org/10.1029/2020ms002256">https://doi.org/10.1029/2020ms002256</a>
  chicago: Fildier, Benjamin, William D. Collins, and Caroline J Muller. “Distortions
    of the Rain Distribution with Warming, with and without Self‐aggregation.” <i>Journal
    of Advances in Modeling Earth Systems</i>. American Geophysical Union, 2021. <a
    href="https://doi.org/10.1029/2020ms002256">https://doi.org/10.1029/2020ms002256</a>.
  ieee: B. Fildier, W. D. Collins, and C. J. Muller, “Distortions of the rain distribution
    with warming, with and without self‐aggregation,” <i>Journal of Advances in Modeling
    Earth Systems</i>, vol. 13, no. 2. American Geophysical Union, 2021.
  ista: Fildier B, Collins WD, Muller CJ. 2021. Distortions of the rain distribution
    with warming, with and without self‐aggregation. Journal of Advances in Modeling
    Earth Systems. 13(2), e2020MS002256.
  mla: Fildier, Benjamin, et al. “Distortions of the Rain Distribution with Warming,
    with and without Self‐aggregation.” <i>Journal of Advances in Modeling Earth Systems</i>,
    vol. 13, no. 2, e2020MS002256, American Geophysical Union, 2021, doi:<a href="https://doi.org/10.1029/2020ms002256">10.1029/2020ms002256</a>.
  short: B. Fildier, W.D. Collins, C.J. Muller, Journal of Advances in Modeling Earth
    Systems 13 (2021).
date_created: 2021-02-15T15:10:01Z
date_published: 2021-02-01T00:00:00Z
date_updated: 2022-01-24T12:26:01Z
day: '01'
ddc:
- '550'
doi: 10.1029/2020ms002256
extern: '1'
file:
- access_level: open_access
  checksum: 591ce69b7a36f24346d2061ac712f0f4
  content_type: application/pdf
  creator: kschuh
  date_created: 2021-08-11T12:23:01Z
  date_updated: 2021-08-11T12:23:01Z
  file_id: '9881'
  file_name: 2021_JAMES_Fildier.pdf
  file_size: 1947936
  relation: main_file
  success: 1
file_date_updated: 2021-08-11T12:23:01Z
has_accepted_license: '1'
intvolume: '        13'
issue: '2'
keyword:
- Global and Planetary Change
- General Earth and Planetary Sciences
- Environmental Chemistry
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc/4.0/
month: '02'
oa: 1
oa_version: Published Version
publication: Journal of Advances in Modeling Earth Systems
publication_identifier:
  issn:
  - 1942-2466
  - 1942-2466
publication_status: published
publisher: American Geophysical Union
quality_controlled: '1'
scopus_import: '1'
status: public
title: Distortions of the rain distribution with warming, with and without self‐aggregation
tmp:
  image: /images/cc_by_nc.png
  legal_code_url: https://creativecommons.org/licenses/by-nc/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)
  short: CC BY-NC (4.0)
type: journal_article
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
volume: 13
year: '2021'
...
---
_id: '9125'
abstract:
- lang: eng
  text: This study investigates the feedbacks between an interactive sea surface temperature
    (SST) and the self‐aggregation of deep convective clouds, using a cloud‐resolving
    model in nonrotating radiative‐convective equilibrium. The ocean is modeled as
    one layer slab with a temporally fixed mean but spatially varying temperature.
    We find that the interactive SST decelerates the aggregation and that the deceleration
    is larger with a shallower slab, consistent with earlier studies. The surface
    temperature anomaly in dry regions is positive at first, thus opposing the diverging
    shallow circulation known to favor self‐aggregation, consistent with the slower
    aggregation. But surprisingly, the driest columns then have a negative SST anomaly,
    thus strengthening the diverging shallow circulation and favoring aggregation.
    This diverging circulation out of dry regions is found to be well correlated with
    the aggregation speed. It can be linked to a positive surface pressure anomaly
    (PSFC), itself the consequence of SST anomalies and boundary layer radiative cooling.
    The latter cools and dries the boundary layer, thus increasing PSFC anomalies
    through virtual effects and hydrostasy. Sensitivity experiments confirm the key
    role played by boundary layer radiative cooling in determining PSFC anomalies
    in dry regions, and thus the shallow diverging circulation and the aggregation
    speed.
article_number: e2020MS002164
article_processing_charge: No
article_type: original
author:
- first_name: S.
  full_name: Shamekh, S.
  last_name: Shamekh
- first_name: Caroline J
  full_name: Muller, Caroline J
  id: f978ccb0-3f7f-11eb-b193-b0e2bd13182b
  last_name: Muller
  orcid: 0000-0001-5836-5350
- first_name: J.‐P.
  full_name: Duvel, J.‐P.
  last_name: Duvel
- first_name: F.
  full_name: D'Andrea, F.
  last_name: D'Andrea
citation:
  ama: Shamekh S, Muller CJ, Duvel J ‐P., D’Andrea F. Self‐aggregation of convective
    clouds with interactive sea surface temperature. <i>Journal of Advances in Modeling
    Earth Systems</i>. 2020;12(11). doi:<a href="https://doi.org/10.1029/2020ms002164">10.1029/2020ms002164</a>
  apa: Shamekh, S., Muller, C. J., Duvel, J. ‐P., &#38; D’Andrea, F. (2020). Self‐aggregation
    of convective clouds with interactive sea surface temperature. <i>Journal of Advances
    in Modeling Earth Systems</i>. American Geophysical Union. <a href="https://doi.org/10.1029/2020ms002164">https://doi.org/10.1029/2020ms002164</a>
  chicago: Shamekh, S., Caroline J Muller, J.‐P. Duvel, and F. D’Andrea. “Self‐aggregation
    of Convective Clouds with Interactive Sea Surface Temperature.” <i>Journal of
    Advances in Modeling Earth Systems</i>. American Geophysical Union, 2020. <a href="https://doi.org/10.1029/2020ms002164">https://doi.org/10.1029/2020ms002164</a>.
  ieee: S. Shamekh, C. J. Muller, J. ‐P. Duvel, and F. D’Andrea, “Self‐aggregation
    of convective clouds with interactive sea surface temperature,” <i>Journal of
    Advances in Modeling Earth Systems</i>, vol. 12, no. 11. American Geophysical
    Union, 2020.
  ista: Shamekh S, Muller CJ, Duvel J ‐P., D’Andrea F. 2020. Self‐aggregation of convective
    clouds with interactive sea surface temperature. Journal of Advances in Modeling
    Earth Systems. 12(11), e2020MS002164.
  mla: Shamekh, S., et al. “Self‐aggregation of Convective Clouds with Interactive
    Sea Surface Temperature.” <i>Journal of Advances in Modeling Earth Systems</i>,
    vol. 12, no. 11, e2020MS002164, American Geophysical Union, 2020, doi:<a href="https://doi.org/10.1029/2020ms002164">10.1029/2020ms002164</a>.
  short: S. Shamekh, C.J. Muller, J. ‐P. Duvel, F. D’Andrea, Journal of Advances in
    Modeling Earth Systems 12 (2020).
date_created: 2021-02-15T14:06:23Z
date_published: 2020-11-01T00:00:00Z
date_updated: 2022-01-24T12:27:38Z
day: '01'
doi: 10.1029/2020ms002164
extern: '1'
intvolume: '        12'
issue: '11'
keyword:
- Global and Planetary Change
- General Earth and Planetary Sciences
- Environmental Chemistry
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1029/2020MS002164
month: '11'
oa: 1
oa_version: Published Version
publication: Journal of Advances in Modeling Earth Systems
publication_identifier:
  issn:
  - 1942-2466
  - 1942-2466
publication_status: published
publisher: American Geophysical Union
quality_controlled: '1'
status: public
title: Self‐aggregation of convective clouds with interactive sea surface temperature
type: journal_article
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
volume: 12
year: '2020'
...
---
_id: '9126'
abstract:
- lang: eng
  text: The goal of this study is to understand the mechanisms controlling the isotopic
    composition of the water vapor near the surface of tropical oceans, at the scale
    of about a hundred kilometers and a month. In the tropics, it has long been observed
    that the isotopic compositions of rain and vapor near the surface are more depleted
    when the precipitation rate is high. This is called the “amount effect.” Previous
    studies, based on observations or models with parameterized convection, have highlighted
    the roles of deep convective and mesoscale downdrafts and rain evaporation. But
    the relative importance of these processes has never been quantified. We hypothesize
    that it can be quantified using an analytical model constrained by large‐eddy
    simulations. Results from large‐eddy simulations confirm that the classical amount
    effect can be simulated only if precipitation rate changes result from changes
    in the large‐scale circulation. We find that the main process depleting the water
    vapor compared to the equilibrium with the ocean is the fact that updrafts stem
    from areas where the water vapor is more enriched. The main process responsible
    for the amount effect is the fact that when the large‐scale ascent increases,
    isotopic vertical gradients are steeper, so that updrafts and downdrafts deplete
    the subcloud layer more efficiently.
article_number: e2020MS002106
article_processing_charge: No
article_type: original
author:
- first_name: Camille
  full_name: Risi, Camille
  last_name: Risi
- first_name: Caroline J
  full_name: Muller, Caroline J
  id: f978ccb0-3f7f-11eb-b193-b0e2bd13182b
  last_name: Muller
  orcid: 0000-0001-5836-5350
- first_name: Peter
  full_name: Blossey, Peter
  last_name: Blossey
citation:
  ama: Risi C, Muller CJ, Blossey P. What controls the water vapor isotopic composition
    near the surface of tropical oceans? Results from an analytical model constrained
    by large‐eddy simulations. <i>Journal of Advances in Modeling Earth Systems</i>.
    2020;12(8). doi:<a href="https://doi.org/10.1029/2020ms002106">10.1029/2020ms002106</a>
  apa: Risi, C., Muller, C. J., &#38; Blossey, P. (2020). What controls the water
    vapor isotopic composition near the surface of tropical oceans? Results from an
    analytical model constrained by large‐eddy simulations. <i>Journal of Advances
    in Modeling Earth Systems</i>. American Geophysical Union. <a href="https://doi.org/10.1029/2020ms002106">https://doi.org/10.1029/2020ms002106</a>
  chicago: Risi, Camille, Caroline J Muller, and Peter Blossey. “What Controls the
    Water Vapor Isotopic Composition near the Surface of Tropical Oceans? Results
    from an Analytical Model Constrained by Large‐eddy Simulations.” <i>Journal of
    Advances in Modeling Earth Systems</i>. American Geophysical Union, 2020. <a href="https://doi.org/10.1029/2020ms002106">https://doi.org/10.1029/2020ms002106</a>.
  ieee: C. Risi, C. J. Muller, and P. Blossey, “What controls the water vapor isotopic
    composition near the surface of tropical oceans? Results from an analytical model
    constrained by large‐eddy simulations,” <i>Journal of Advances in Modeling Earth
    Systems</i>, vol. 12, no. 8. American Geophysical Union, 2020.
  ista: Risi C, Muller CJ, Blossey P. 2020. What controls the water vapor isotopic
    composition near the surface of tropical oceans? Results from an analytical model
    constrained by large‐eddy simulations. Journal of Advances in Modeling Earth Systems.
    12(8), e2020MS002106.
  mla: Risi, Camille, et al. “What Controls the Water Vapor Isotopic Composition near
    the Surface of Tropical Oceans? Results from an Analytical Model Constrained by
    Large‐eddy Simulations.” <i>Journal of Advances in Modeling Earth Systems</i>,
    vol. 12, no. 8, e2020MS002106, American Geophysical Union, 2020, doi:<a href="https://doi.org/10.1029/2020ms002106">10.1029/2020ms002106</a>.
  short: C. Risi, C.J. Muller, P. Blossey, Journal of Advances in Modeling Earth Systems
    12 (2020).
date_created: 2021-02-15T14:06:38Z
date_published: 2020-08-01T00:00:00Z
date_updated: 2022-01-24T12:28:12Z
day: '01'
doi: 10.1029/2020ms002106
extern: '1'
intvolume: '        12'
issue: '8'
keyword:
- Global and Planetary Change
- General Earth and Planetary Sciences
- Environmental Chemistry
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1029/2020MS002106
month: '08'
oa: 1
oa_version: Published Version
publication: Journal of Advances in Modeling Earth Systems
publication_identifier:
  issn:
  - 1942-2466
  - 1942-2466
publication_status: published
publisher: American Geophysical Union
quality_controlled: '1'
status: public
title: What controls the water vapor isotopic composition near the surface of tropical
  oceans? Results from an analytical model constrained by large‐eddy simulations
type: journal_article
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
volume: 12
year: '2020'
...
