An Observational Study on Cloud Spectral Width in North China
Abstract
Cloud droplet size distribution (CDSD) is a critical characteristic for a number of processes related to clouds, considering that cloud droplets are formed in different sizes above the cloud-base. This paper analyzes the in-situ aircraft measurements of CDSDs and aerosol concentration ( Na ) performed in stratiform clouds in Hebei, China, in 2015 to reveal the characteristics of cloud spectral width, commonly known as relative dispersion ( ฮต , ratio of standard deviation (ฯ) to mean radius (r) of the CDSD). A new algorithm is developed to calculate the contributions of droplets of different sizes to ฮต . It is found that small droplets with the size range of 1 to 5.5 ฮผm and medium droplets with the size range of 5.5 to 10 ฮผm are the major contributors to ฮต, and the medium droplets generally dominate the change of ฮต. The variation of ฮต with Na can be well explained by comparing the normalized changes of ฯ and r ( kฯ/ฯ and kr/r ), rather than kฯ and k r only ( kฯ is ฮฯ/ฮ Na and kr is ฮr/ฮ Na ). From the perspective of external factors affecting ฮต change, the effects of Na and condensation are examined.more »
- Authors:
-
- Nanjing Univ. of Information Science & Technology, Nanjing (China)
- Brookhaven National Lab. (BNL), Upton, NY (United States)
- Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
- Hebei Weather Modification Office, Shijiazhuang (China)
- Publication Date:
- Research Org.:
- Brookhaven National Lab. (BNL), Upton, NY (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Biological and Environmental Research (BER)
- OSTI Identifier:
- 1497378
- Report Number(s):
- BNL-211312-2019-JAAM
Journal ID: ISSN 2073-4433; ATMOCZ
- Grant/Contract Number:
- SC0012704
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Atmosphere (Basel)
- Additional Journal Information:
- Journal Name: Atmosphere (Basel); Journal Volume: 10; Journal Issue: 3; Journal ID: ISSN 2073-4433
- Publisher:
- MDPI
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES; cloud droplet spectral dispersion; aerosol concentration; height above cloud-base; aircraft observations
Citation Formats
Wang, Yuan, Niu, Shengjie, Lu, Chunsong, Liu, Yangang, Chen, Jingyi, and Yang, Wenxia. An Observational Study on Cloud Spectral Width in North China. United States: N. p., 2019.
Web. doi:10.3390/atmos10030109.
Wang, Yuan, Niu, Shengjie, Lu, Chunsong, Liu, Yangang, Chen, Jingyi, & Yang, Wenxia. An Observational Study on Cloud Spectral Width in North China. United States. https://doi.org/10.3390/atmos10030109
Wang, Yuan, Niu, Shengjie, Lu, Chunsong, Liu, Yangang, Chen, Jingyi, and Yang, Wenxia. Fri .
"An Observational Study on Cloud Spectral Width in North China". United States. https://doi.org/10.3390/atmos10030109. https://www.osti.gov/servlets/purl/1497378.
@article{osti_1497378,
title = {An Observational Study on Cloud Spectral Width in North China},
author = {Wang, Yuan and Niu, Shengjie and Lu, Chunsong and Liu, Yangang and Chen, Jingyi and Yang, Wenxia},
abstractNote = {Cloud droplet size distribution (CDSD) is a critical characteristic for a number of processes related to clouds, considering that cloud droplets are formed in different sizes above the cloud-base. This paper analyzes the in-situ aircraft measurements of CDSDs and aerosol concentration ( Na ) performed in stratiform clouds in Hebei, China, in 2015 to reveal the characteristics of cloud spectral width, commonly known as relative dispersion ( ฮต , ratio of standard deviation (ฯ) to mean radius (r) of the CDSD). A new algorithm is developed to calculate the contributions of droplets of different sizes to ฮต . It is found that small droplets with the size range of 1 to 5.5 ฮผm and medium droplets with the size range of 5.5 to 10 ฮผm are the major contributors to ฮต, and the medium droplets generally dominate the change of ฮต. The variation of ฮต with Na can be well explained by comparing the normalized changes of ฯ and r ( kฯ/ฯ and kr/r ), rather than kฯ and k r only ( kฯ is ฮฯ/ฮ Na and kr is ฮr/ฮ Na ). From the perspective of external factors affecting ฮต change, the effects of Na and condensation are examined. As a result, it is found that ฮต increases initially and decreases afterward as Na increases, and โcondensational broadeningโ occurs up to 1 km above cloud-base, potentially providing observational evidence for recent numerical simulations in the literature.},
doi = {10.3390/atmos10030109},
journal = {Atmosphere (Basel)},
number = 3,
volume = 10,
place = {United States},
year = {Fri Mar 01 00:00:00 EST 2019},
month = {Fri Mar 01 00:00:00 EST 2019}
}
Web of Science
Figures / Tables:
Works referenced in this record:
The Influence of Pollution on the Shortwave Albedo of Clouds
journal, July 1977
- Twomey, S.
- Journal of the Atmospheric Sciences, Vol. 34, Issue 7
Sensitivity study of the spectral dispersion of the cloud droplet size distribution on the indirect aerosol effect: CLOUD DROPLET DISPERSION EFFECT
journal, May 2003
- Peng, Yiran; Lohmann, Ulrike
- Geophysical Research Letters, Vol. 30, Issue 10
Constraining the total aerosol indirect effect in the LMDZ and ECHAM4 GCMs using MODIS satellite data
journal, January 2006
- Quaas, J.; Boucher, O.; Lohmann, U.
- Atmospheric Chemistry and Physics, Vol. 6, Issue 4
Cloud droplet spectral dispersion and the indirect aerosol effect: Comparison of two treatments in a GCM
journal, January 2009
- Rotstayn, Leon D.; Liu, Yangang
- Geophysical Research Letters, Vol. 36, Issue 10
Flood or Drought: How Do Aerosols Affect Precipitation?
journal, September 2008
- Rosenfeld, D.; Lohmann, U.; Raga, G. B.
- Science, Vol. 321, Issue 5894
Indirect warming effect from dispersion forcing
journal, October 2002
- Liu, Yangang; Daum, Peter H.
- Nature, Vol. 419, Issue 6907
Dispersion bias, dispersion effect, and the aerosolโcloud conundrum
journal, October 2008
- Liu, Yangang; Daum, Peter H.; Guo, Huan
- Environmental Research Letters, Vol. 3, Issue 4
Aerosols, Climate, and the Hydrological Cycle
journal, December 2001
- Ramanathan, V.
- Science, Vol. 294, Issue 5549
Empirical relationship between entrainment rate and microphysics in cumulus clouds: ENTRAINMENT RATE AND MICROPHYSICS
journal, May 2013
- Lu, Chunsong; Niu, Shengjie; Liu, Yangang
- Geophysical Research Letters, Vol. 40, Issue 10
How Important Is the Spectral Ripening Effect in Stratiform Boundary Layer Clouds? Studies Using Simple Trajectory Analysis
journal, September 2002
- Wood, R.; Irons, S.; Jonas, P. R.
- Journal of the Atmospheric Sciences, Vol. 59, Issue 18
Aircraft measurements of cloud droplet spectral dispersion and implications for indirect aerosol radiative forcing
journal, January 2006
- Zhao, Chunsheng; Tie, Xuexi; Brasseur, Guy
- Geophysical Research Letters, Vol. 33, Issue 16
Cloud-edge mixing: Direct numerical simulation and observations in Indian Monsoon clouds: DNS FOR CLOUD-EDGE MIXING
journal, February 2017
- Kumar, Bipin; Bera, Sudarsan; Prabha, Thara V.
- Journal of Advances in Modeling Earth Systems, Vol. 9, Issue 1
Analytical studies of the cloud droplet spectral dispersion influence on the first indirect aerosol effect
journal, August 2013
- Xie, Xiaoning; Liu, Xiaodong
- Advances in Atmospheric Sciences, Vol. 30, Issue 5
On the sensitivity of droplet size relative dispersion to warm cumulus cloud evolution: CLOUD DROPLET SIZE RELATIVE DISPERSION
journal, July 2012
- Tas, E.; Koren, I.; Altaratz, O.
- Geophysical Research Letters, Vol. 39, Issue 13
Parameterizations of INDOEX microphysical measurements and calculations of cloud susceptibility: Applications for climate studies
journal, November 2001
- McFarquhar, Greg M.; Heymsfield, Andrew J.
- Journal of Geophysical Research: Atmospheres, Vol. 106, Issue D22
A Case Study of Stratus Cloud Properties Using In Situ Aircraft Observations over Huanghua, China
journal, January 2019
- Zhao, Chuanfeng; Zhao, Lijun; Dong, Xiaobo
- Atmosphere, Vol. 10, Issue 1
The impact of smoke from forest fires on the spectral dispersion of cloud droplet size distributions in the Amazonian region
journal, January 2009
- Martins, J. A.; Silva Dias, M. A. F.
- Environmental Research Letters, Vol. 4, Issue 1
Strong air pollution causes widespread haze-clouds over China
journal, January 2010
- Ma, Jianzhong; Chen, Yue; Wang, Wei
- Journal of Geophysical Research, Vol. 115, Issue D18
Cloud droplet spectral width relationship to CCN spectra and vertical velocity: DROP SPECTRAL WIDTH RELATIONSHIP TO CCN
journal, June 2012
- Hudson, James G.; Noble, Stephen; Jha, Vandana
- Journal of Geophysical Research: Atmospheres, Vol. 117, Issue D11
Uncertainty analysis for estimates of the first indirect aerosol effect
journal, January 2005
- Chen, Y.; Penner, J. E.
- Atmospheric Chemistry and Physics, Vol. 5, Issue 11
Field observations in continental stratiform clouds: Partitioning of cloud particles between droplets and unactivated interstitial aerosols
journal, January 1995
- Gillani, N. V.; Schwartz, S. E.; Leaitch, W. R.
- Journal of Geophysical Research, Vol. 100, Issue D9
Optical properties of urban aerosol from airborne and ground-based in situ measurements performed during the Etude et Simulation de la Qualitรฉ de l'air en Ile de France (ESQUIF) program
journal, January 2005
- Chazette, Patrick
- Journal of Geophysical Research, Vol. 110, Issue D2
Estimates of the direct and indirect radiative forcing due to tropospheric aerosols: A review
journal, November 2000
- Haywood, James; Boucher, Olivier
- Reviews of Geophysics, Vol. 38, Issue 4
Effect of aerosol number concentration on cloud droplet dispersion: A large-eddy simulation study and implications for aerosol indirect forcing
journal, January 2006
- Lu, Miao-Ling; Seinfeld, John H.
- Journal of Geophysical Research, Vol. 111, Issue D2
New understanding and quantification of the regime dependence of aerosol-cloud interaction for studying aerosol indirect effects: Aerosol-Cloud Interaction Regimes
journal, February 2016
- Chen, Jingyi; Liu, Yangang; Zhang, Minghua
- Geophysical Research Letters, Vol. 43, Issue 4
Observational study of the relationship between entrainment rate and relative dispersion in deep convective clouds
journal, January 2018
- Guo, Xiaohao; Lu, Chunsong; Zhao, Tianliang
- Atmospheric Research, Vol. 199
Statistical analysis of microphysical properties and the parameterization of effective radius of warm clouds in Beijing area
journal, August 2009
- Deng, Zhaoze; Zhao, Chunsheng; Zhang, Qiang
- Atmospheric Research, Vol. 93, Issue 4
A study of shallow cumulus cloud droplet dispersion by large eddy simulations
journal, April 2011
- Wang, Xiaofeng; Xue, Huiwen; Fang, Wen
- Acta Meteorologica Sinica, Vol. 25, Issue 2
Analytical expression for the relative dispersion of the cloud droplet size distribution
journal, January 2006
- Liu, Yangang; Daum, Peter H.; Yum, Seong Soo
- Geophysical Research Letters, Vol. 33, Issue 2
From aerosol-limited to invigoration of warm convective clouds
journal, June 2014
- Koren, I.; Dagan, G.; Altaratz, O.
- Science, Vol. 344, Issue 6188
Aerosol concentration and size distribution measured below, in, and above cloud from the DOE G-1 during VOCALS-REx
journal, January 2012
- Kleinman, L. I.; Daum, P. H.; Lee, Y. -N.
- Atmospheric Chemistry and Physics, Vol. 12, Issue 1
Aerosol- and updraft-limited regimes of cloud droplet formation: influence of particle number, size and hygroscopicity on the activation of cloud condensation nuclei (CCN)
journal, January 2009
- Reutter, P.; Su, H.; Trentmann, J.
- Atmospheric Chemistry and Physics, Vol. 9, Issue 18
Adiabatic predictions and observations of cloud droplet spectral broadness
journal, February 2005
- Yum, Seong Soo; Hudson, James G.
- Atmospheric Research, Vol. 73, Issue 3-4
Height Dependency of Aerosol-Cloud Interaction Regimes: Height Dependency of ACI Regime
journal, January 2018
- Chen, Jingyi; Liu, Yangang; Zhang, Minghua
- Journal of Geophysical Research: Atmospheres, Vol. 123, Issue 1
Sensitivity of the First Indirect Aerosol Effect to an Increase of Cloud Droplet Spectral Dispersion with Droplet Number Concentration
journal, November 2003
- Rotstayn, Leon D.; Liu, Yangang
- Journal of Climate, Vol. 16, Issue 21
Negative Aerosol-Cloud r e Relationship From Aircraft Observations Over Hebei, China
journal, January 2018
- Zhao, Chuanfeng; Qiu, Yanmei; Dong, Xiaobo
- Earth and Space Science, Vol. 5, Issue 1
Pollution and the planetary albedo
journal, December 1974
- Twomey, S.
- Atmospheric Environment (1967), Vol. 8, Issue 12
Is there evidence for an aerosol indirect effect during the recent aerosol optical depth decline in Europe?
journal, January 2010
- Ruckstuhl, Christian; Norris, Joel R.; Philipona, Rolf
- Journal of Geophysical Research, Vol. 115, Issue D4
Observed impacts of vertical velocity on cloud microphysics and implications for aerosol indirect effects: IMPACTS OF UPDRAFT ON CLOUD MICROPHYSICS
journal, November 2012
- Lu, Chunsong; Liu, Yangang; Niu, Shengjie
- Geophysical Research Letters, Vol. 39, Issue 21
The Measurement and Parameterization of Effective Radius of Droplets in Warm Stratocumulus Clouds
journal, July 1994
- Martin, G. M.; Johnson, D. W.; Spice, A.
- Journal of the Atmospheric Sciences, Vol. 51, Issue 13
Approaches to Observe Anthropogenic Aerosol-Cloud Interactions
journal, November 2015
- Quaas, Johannes
- Current Climate Change Reports, Vol. 1, Issue 4
Aerosol concentration and size distribution measured below, in, and above cloud from the DOE G-1 during VOCALS-REx
journal, January 2011
- Kleinman, L. I.; Daum, P. H.; Lee, Y. -N.
- Atmospheric Chemistry and Physics Discussions, Vol. 11, Issue 6
Pollution and the Planetary Albedo
journal, January 2007
- Twomey, S.
- Atmospheric Environment, Vol. 41
Constraining the total aerosol indirect effect in the LMDZ and ECHAM4 GCMs using MODIS satellite data
text, January 2005
- Quaas, Johannes; Boucher, Olivier; Lohmann, Ulrike
- ETH Zurich
Constraining the total aerosol indirect effect in the LMDZ and ECHAM4 GCMs using MODIS satellite data
text, January 2006
- Quaas, Johannes; Boucher, O.; Lohmann, Ulrike
- ETH Zurich
Figures / Tables found in this record: