1D shallow convective case studies and comparisons with LES

Size: px
Start display at page:

Download "1D shallow convective case studies and comparisons with LES"

Transcription

1 1D shallow convective case studies and comparisons with CNRM/GMME/Méso-NH 24 novembre / 17

2 Contents 1 5h-6h time average vertical profils 2 2 / 17

3 Case description 5h-6h time average vertical profils Météorological situation : stationnary cumuli Non-precipitating cumuli which were the only type of cumulus convection that was observed during the undisturbed BOMEX period of phase 3 from 22 to 26 June 1969 over the ocean near Barbados. Prescribed forcings Large scale subsidence Radiative cooling Large scale horizontal advection of moisture Geostrophic wind 3 / 17

4 A new closure 5h-6h time average vertical profils Convective vertical velocity w Instead of the CAPE iterative closure, we directly compute the cloud bottom mass flux with a convective vertical velocity proportionnal to the shallow convective activity in the boundary layer (for exemple, Grant et al, 1999) M u (LCL) = ρ w S with w computed in the turbulence scheme as a function of the surface fluxes and the depth of the boundary layer. 4 / 17

5 θ l vertical flux 5h-6h time average vertical profils τ = 1h 5 / 17

6 r t vertical flux 5h-6h time average vertical profils τ = 1h 6 / 17

7 θ l vertical flux 5h-6h time average vertical profils τ = 1h 7 / 17

8 r t vertical flux 5h-6h time average vertical profils τ = 1h 8 / 17

9 5h-6h time average vertical profils Cloud mixing ratio r c τ = 1h 9 / 17

10 Case description Meteorological situation : diurnal cycle of cumuli This case is based on observations at the ARM site on the Southern Great Plains (USA) on 21st june During that day, Cumulus clouds developed at the top of an initially clear convective boundary layer. Prescibed forcings Prescibed surface fluxes Large-scale forcings and radiation Geostrophic wind 10 / 17

11 θ l vertical flux τ = 1/2h 11 / 17

12 r t vertical flux τ = 1/2h 12 / 17

13 θ l vertical flux τ = 1/2h 13 / 17

14 r t vertical flux τ = 1/2h 14 / 17

15 Cloud mixing ratio r c τ = 1/2h 15 / 17

16 Summary of «cloud physics for subgrid motions» In Arome/Méso-NH, the microphysics is the cloud/precipitation physics of grid scale motions. In Arome/Méso-NH, the turbulence scheme and the shallow convection scheme are quite well tuned for the subgrid transport of conservative variables (good pronostic evolution of conservative variables), but the «projection» of these variables on the cloud variables and θ is not yet well tuned. And it is an important problem for the interaction with radiation and with the surface. we are still working to improve the current schemes (see Christine s presentation) we cooparate with other communities (P.Soares/KNMI, Hirlam) 16 / 17

17 Summary of «cloud physics for subgrid motions» Everybody is welcome to help for the objective of a pre-operational model in 2006 or for a longer term evolution of Arome 17 / 17

Using Cloud-Resolving Model Simulations of Deep Convection to Inform Cloud Parameterizations in Large-Scale Models

Using Cloud-Resolving Model Simulations of Deep Convection to Inform Cloud Parameterizations in Large-Scale Models Using Cloud-Resolving Model Simulations of Deep Convection to Inform Cloud Parameterizations in Large-Scale Models S. A. Klein National Oceanic and Atmospheric Administration Geophysical Fluid Dynamics

More information

Improving Representation of Turbulence and Clouds In Coarse-Grid CRMs

Improving Representation of Turbulence and Clouds In Coarse-Grid CRMs Improving Representation of Turbulence and Clouds In CoarseGrid CRMs Peter A. Bogenschutz and Steven K. Krueger University of Utah, Salt Lake City, UT Motivation Embedded CRMs in MMF typically have horizontal

More information

Long-term Observations of the Convective Boundary Layer (CBL) and Shallow cumulus Clouds using Cloud Radar at the SGP ARM Climate Research Facility

Long-term Observations of the Convective Boundary Layer (CBL) and Shallow cumulus Clouds using Cloud Radar at the SGP ARM Climate Research Facility Long-term Observations of the Convective Boundary Layer (CBL) and Shallow cumulus Clouds using Cloud Radar at the SGP ARM Climate Research Facility Arunchandra S. Chandra Pavlos Kollias Department of Atmospheric

More information

Research Objective 4: Develop improved parameterizations of boundary-layer clouds and turbulence for use in MMFs and GCRMs

Research Objective 4: Develop improved parameterizations of boundary-layer clouds and turbulence for use in MMFs and GCRMs Research Objective 4: Develop improved parameterizations of boundary-layer clouds and turbulence for use in MMFs and GCRMs Steve Krueger and Chin-Hoh Moeng CMMAP Site Review 31 May 2007 Scales of Atmospheric

More information

Evalua&ng Downdra/ Parameteriza&ons with High Resolu&on CRM Data

Evalua&ng Downdra/ Parameteriza&ons with High Resolu&on CRM Data Evalua&ng Downdra/ Parameteriza&ons with High Resolu&on CRM Data Kate Thayer-Calder and Dave Randall Colorado State University October 24, 2012 NOAA's 37th Climate Diagnostics and Prediction Workshop Convective

More information

Unified Cloud and Mixing Parameterizations of the Marine Boundary Layer: EDMF and PDF-based cloud approaches

Unified Cloud and Mixing Parameterizations of the Marine Boundary Layer: EDMF and PDF-based cloud approaches DISTRIBUTION STATEMENT A. Approved for public release; distribution is unlimited. Unified Cloud and Mixing Parameterizations of the Marine Boundary Layer: EDMF and PDF-based cloud approaches Joao Teixeira

More information

Large Eddy Simulation (LES) & Cloud Resolving Model (CRM) Françoise Guichard and Fleur Couvreux

Large Eddy Simulation (LES) & Cloud Resolving Model (CRM) Françoise Guichard and Fleur Couvreux Large Eddy Simulation (LES) & Cloud Resolving Model (CRM) Françoise Guichard and Fleur Couvreux Cloud-resolving modelling : perspectives Improvement of models, new ways of using them, renewed views And

More information

Evaluation of precipitation simulated over mid-latitude land by CPTEC AGCM single-column model

Evaluation of precipitation simulated over mid-latitude land by CPTEC AGCM single-column model Evaluation of precipitation simulated over mid-latitude land by CPTEC AGCM single-column model Enver Ramírez Gutiérrez 1, Silvio Nilo Figueroa 2, Paulo Kubota 2 1 CCST, 2 CPTEC INPE Cachoeira Paulista,

More information

Diurnal Cycle of Convection at the ARM SGP Site: Role of Large-Scale Forcing, Surface Fluxes, and Convective Inhibition

Diurnal Cycle of Convection at the ARM SGP Site: Role of Large-Scale Forcing, Surface Fluxes, and Convective Inhibition Thirteenth ARM Science Team Meeting Proceedings, Broomfield, Colorado, March 31-April 4, 23 Diurnal Cycle of Convection at the ARM SGP Site: Role of Large-Scale Forcing, Surface Fluxes, and Convective

More information

Turbulence-microphysics interactions in boundary layer clouds

Turbulence-microphysics interactions in boundary layer clouds Turbulence-microphysics interactions in boundary layer clouds Wojciech W. Grabowski 1 with contributions from D. Jarecka 2, H. Morrison 1, H. Pawlowska 2, J.Slawinska 3, L.-P. Wang 4 A. A. Wyszogrodzki

More information

How To Model An Ac Cloud

How To Model An Ac Cloud Development of an Elevated Mixed Layer Model for Parameterizing Altocumulus Cloud Layers S. Liu and S. K. Krueger Department of Meteorology University of Utah, Salt Lake City, Utah Introduction Altocumulus

More information

Convective Clouds. Convective clouds 1

Convective Clouds. Convective clouds 1 Convective clouds 1 Convective Clouds Introduction Convective clouds are formed in vertical motions that result from the instability of the atmosphere. This instability can be caused by: a. heating at

More information

Developing Continuous SCM/CRM Forcing Using NWP Products Constrained by ARM Observations

Developing Continuous SCM/CRM Forcing Using NWP Products Constrained by ARM Observations Developing Continuous SCM/CRM Forcing Using NWP Products Constrained by ARM Observations S. C. Xie, R. T. Cederwall, and J. J. Yio Lawrence Livermore National Laboratory Livermore, California M. H. Zhang

More information

Trimodal cloudiness and tropical stable layers in simulations of radiative convective equilibrium

Trimodal cloudiness and tropical stable layers in simulations of radiative convective equilibrium GEOPHYSICAL RESEARCH LETTERS, VOL. 35, L08802, doi:10.1029/2007gl033029, 2008 Trimodal cloudiness and tropical stable layers in simulations of radiative convective equilibrium D. J. Posselt, 1 S. C. van

More information

An economical scale-aware parameterization for representing subgrid-scale clouds and turbulence in cloud-resolving models and global models

An economical scale-aware parameterization for representing subgrid-scale clouds and turbulence in cloud-resolving models and global models An economical scale-aware parameterization for representing subgrid-scale clouds and turbulence in cloud-resolving models and global models Steven Krueger1 and Peter Bogenschutz2 1University of Utah, 2National

More information

Limitations of Equilibrium Or: What if τ LS τ adj?

Limitations of Equilibrium Or: What if τ LS τ adj? Limitations of Equilibrium Or: What if τ LS τ adj? Bob Plant, Laura Davies Department of Meteorology, University of Reading, UK With thanks to: Steve Derbyshire, Alan Grant, Steve Woolnough and Jeff Chagnon

More information

A Review on the Uses of Cloud-(System-)Resolving Models

A Review on the Uses of Cloud-(System-)Resolving Models A Review on the Uses of Cloud-(System-)Resolving Models Jeffrey D. Duda Since their advent into the meteorological modeling world, cloud-(system)-resolving models (CRMs or CSRMs) have become very important

More information

GCMs with Implicit and Explicit cloudrain processes for simulation of extreme precipitation frequency

GCMs with Implicit and Explicit cloudrain processes for simulation of extreme precipitation frequency GCMs with Implicit and Explicit cloudrain processes for simulation of extreme precipitation frequency In Sik Kang Seoul National University Young Min Yang (UH) and Wei Kuo Tao (GSFC) Content 1. Conventional

More information

Lecture 3. Turbulent fluxes and TKE budgets (Garratt, Ch 2)

Lecture 3. Turbulent fluxes and TKE budgets (Garratt, Ch 2) Lecture 3. Turbulent fluxes and TKE budgets (Garratt, Ch 2) In this lecture How does turbulence affect the ensemble-mean equations of fluid motion/transport? Force balance in a quasi-steady turbulent boundary

More information

Frank and Charles Cohen Department of Meteorology The Pennsylvania State University University Park, PA, 16801 -U.S.A.

Frank and Charles Cohen Department of Meteorology The Pennsylvania State University University Park, PA, 16801 -U.S.A. 376 THE SIMULATION OF TROPICAL CONVECTIVE SYSTEMS William M. Frank and Charles Cohen Department of Meteorology The Pennsylvania State University University Park, PA, 16801 -U.S.A. ABSTRACT IN NUMERICAL

More information

Sensitivity studies of developing convection in a cloud-resolving model

Sensitivity studies of developing convection in a cloud-resolving model Q. J. R. Meteorol. Soc. (26), 32, pp. 345 358 doi:.256/qj.5.7 Sensitivity studies of developing convection in a cloud-resolving model By J. C. PETCH Atmospheric Processes and Parametrizations, Met Office,

More information

Science Goals for the ARM Recovery Act Radars

Science Goals for the ARM Recovery Act Radars DOE/SC-ARM-12-010 Science Goals for the ARM Recovery Act Radars JH Mather May 2012 DISCLAIMER This report was prepared as an account of work sponsored by the U.S. Government. Neither the United States

More information

Comparison of the Vertical Velocity used to Calculate the Cloud Droplet Number Concentration in a Cloud-Resolving and a Global Climate Model

Comparison of the Vertical Velocity used to Calculate the Cloud Droplet Number Concentration in a Cloud-Resolving and a Global Climate Model Comparison of the Vertical Velocity used to Calculate the Cloud Droplet Number Concentration in a Cloud-Resolving and a Global Climate Model H. Guo, J. E. Penner, M. Herzog, and X. Liu Department of Atmospheric,

More information

Sub-grid cloud parametrization issues in Met Office Unified Model

Sub-grid cloud parametrization issues in Met Office Unified Model Sub-grid cloud parametrization issues in Met Office Unified Model Cyril Morcrette Workshop on Parametrization of clouds and precipitation across model resolutions, ECMWF, Reading, November 2012 Table of

More information

Parameterization of Cumulus Convective Cloud Systems in Mesoscale Forecast Models

Parameterization of Cumulus Convective Cloud Systems in Mesoscale Forecast Models DISTRIBUTION STATEMENT A. Approved for public release; distribution is unlimited. Parameterization of Cumulus Convective Cloud Systems in Mesoscale Forecast Models Yefim L. Kogan Cooperative Institute

More information

The horizontal diffusion issue in CRM simulations of moist convection

The horizontal diffusion issue in CRM simulations of moist convection The horizontal diffusion issue in CRM simulations of moist convection Wolfgang Langhans Institute for Atmospheric and Climate Science, ETH Zurich June 9, 2009 Wolfgang Langhans Group retreat/bergell June

More information

Stability and Cloud Development. Stability in the atmosphere AT350. Why did this cloud form, whereas the sky was clear 4 hours ago?

Stability and Cloud Development. Stability in the atmosphere AT350. Why did this cloud form, whereas the sky was clear 4 hours ago? Stability and Cloud Development AT350 Why did this cloud form, whereas the sky was clear 4 hours ago? Stability in the atmosphere An Initial Perturbation Stable Unstable Neutral If an air parcel is displaced

More information

Various Implementations of a Statistical Cloud Scheme in COSMO model

Various Implementations of a Statistical Cloud Scheme in COSMO model 2 Working Group on Physical Aspects 61 Various Implementations of a Statistical Cloud Scheme in COSMO model Euripides Avgoustoglou Hellenic National Meteorological Service, El. Venizelou 14, Hellinikon,

More information

CHARACTERISTICS OF CLOUDS AND THE NEAR CLOUD ENVIRONMENT IN A SIMULATION OF TROPICAL CONVECTION

CHARACTERISTICS OF CLOUDS AND THE NEAR CLOUD ENVIRONMENT IN A SIMULATION OF TROPICAL CONVECTION CHARACTERISTICS OF CLOUDS AND THE NEAR CLOUD ENVIRONMENT IN A SIMULATION OF TROPICAL CONVECTION by Ian Bruce Glenn A thesis submitted to the faculty of The University of Utah in partial fulfillment of

More information

Chapter 6 - Cloud Development and Forms. Interesting Cloud

Chapter 6 - Cloud Development and Forms. Interesting Cloud Chapter 6 - Cloud Development and Forms Understanding Weather and Climate Aguado and Burt Interesting Cloud 1 Mechanisms that Lift Air Orographic lifting Frontal Lifting Convergence Localized convective

More information

A Mass-Flux Scheme View of a High-Resolution Simulation of a Transition from Shallow to Deep Cumulus Convection

A Mass-Flux Scheme View of a High-Resolution Simulation of a Transition from Shallow to Deep Cumulus Convection JULY 2006 K U A N G A N D BRETHERTON 1895 A Mass-Flux Scheme View of a High-Resolution Simulation of a Transition from Shallow to Deep Cumulus Convection ZHIMING KUANG* Division of Geological and Planetary

More information

Assessing the performance of a prognostic and a diagnostic cloud scheme using single column model simulations of TWP ICE

Assessing the performance of a prognostic and a diagnostic cloud scheme using single column model simulations of TWP ICE Quarterly Journal of the Royal Meteorological Society Q. J. R. Meteorol. Soc. 138: 734 754, April 2012 A Assessing the performance of a prognostic and a diagnostic cloud scheme using single column model

More information

Continental and Marine Low-level Cloud Processes and Properties (ARM SGP and AZORES) Xiquan Dong University of North Dakota

Continental and Marine Low-level Cloud Processes and Properties (ARM SGP and AZORES) Xiquan Dong University of North Dakota Continental and Marine Low-level Cloud Processes and Properties (ARM SGP and AZORES) Xiquan Dong University of North Dakota Outline 1) Statistical results from SGP and AZORES 2) Challenge and Difficult

More information

A new positive cloud feedback?

A new positive cloud feedback? A new positive cloud feedback? Bjorn Stevens Max-Planck-Institut für Meteorologie KlimaCampus, Hamburg (Based on joint work with Louise Nuijens and Malte Rieck) Slide 1/31 Prehistory [W]ater vapor, confessedly

More information

ME6130 An introduction to CFD 1-1

ME6130 An introduction to CFD 1-1 ME6130 An introduction to CFD 1-1 What is CFD? Computational fluid dynamics (CFD) is the science of predicting fluid flow, heat and mass transfer, chemical reactions, and related phenomena by solving numerically

More information

Description of zero-buoyancy entraining plume model

Description of zero-buoyancy entraining plume model Influence of entrainment on the thermal stratification in simulations of radiative-convective equilibrium Supplementary information Martin S. Singh & Paul A. O Gorman S1 CRM simulations Here we give more

More information

Dutch Atmospheric Large-Eddy Simulation Model (DALES v3.2) CGILS-S11 results

Dutch Atmospheric Large-Eddy Simulation Model (DALES v3.2) CGILS-S11 results Dutch Atmospheric Large-Eddy Simulation Model (DALES v3.2) CGILS-S11 results Stephan de Roode Delft University of Technology (TUD), Delft, Netherlands Mixed-layer model analysis: Melchior van Wessem (student,

More information

Boundary-Layer Cloud Feedbacks on Climate An MMF Perspective

Boundary-Layer Cloud Feedbacks on Climate An MMF Perspective Boundary-Layer Cloud Feedbacks on Climate An MMF Perspective Matthew E. Wyant Peter N. Blossey Christopher S. Bretherton University of Washington Marat Khairoutdinov Minghua Zhang Stony Brook University

More information

Cloud-Resolving Simulations of Convection during DYNAMO

Cloud-Resolving Simulations of Convection during DYNAMO Cloud-Resolving Simulations of Convection during DYNAMO Matthew A. Janiga and Chidong Zhang University of Miami, RSMAS 2013 Fall ASR Workshop Outline Overview of observations. Methodology. Simulation results.

More information

Month-Long 2D Cloud-Resolving Model Simulation and Resultant Statistics of Cloud Systems Over the ARM SGP

Month-Long 2D Cloud-Resolving Model Simulation and Resultant Statistics of Cloud Systems Over the ARM SGP Month-Long 2D Cloud-Resolving Model Simulation and Resultant Statistics of Cloud Systems Over the ARM SGP X. Wu Department of Geological and Atmospheric Sciences Iowa State University Ames, Iowa X.-Z.

More information

Atmospheric Stability & Cloud Development

Atmospheric Stability & Cloud Development Atmospheric Stability & Cloud Development Stable situations a small change is resisted and the system returns to its previous state Neutral situations a small change is neither resisted nor enlarged Unstable

More information

Cloud Correction and its Impact on Air Quality Simulations

Cloud Correction and its Impact on Air Quality Simulations Cloud Correction and its Impact on Air Quality Simulations Arastoo Pour Biazar 1, Richard T. McNider 1, Andrew White 1, Bright Dornblaser 3, Kevin Doty 1, Maudood Khan 2 1. University of Alabama in Huntsville

More information

Group Session 1-3 Rain and Cloud Observations

Group Session 1-3 Rain and Cloud Observations Group Session 1-3 Rain and Cloud Observations Targets in Science Plans CINDY Science Plan (Apr. 2009) DYNAMO SPO (Jul. 2009) Atmospheric Research a. Preconditioning processes b. Rossby wave c. Diabatic

More information

The formation of wider and deeper clouds through cold-pool dynamics

The formation of wider and deeper clouds through cold-pool dynamics The formation of wider and deeper clouds through cold-pool dynamics Linda Schlemmer, Cathy Hohenegger e for Meteorology, Hamburg 2013-09-03 Bergen COST Meeting Linda Schlemmer 1 / 27 1 Motivation 2 Simulations

More information

Measurement of the effect of biomass burning aerosol on inhibition of cloud formation over the Amazon

Measurement of the effect of biomass burning aerosol on inhibition of cloud formation over the Amazon Supporting Online Material for Koren et al. Measurement of the effect of biomass burning aerosol on inhibition of cloud formation over the Amazon 1. MODIS new cloud detection algorithm The operational

More information

The Marine Stratocumulus. Yi Lu Aerosol, Cloud, and Climate. Class Paper April 8th, 2013

The Marine Stratocumulus. Yi Lu Aerosol, Cloud, and Climate. Class Paper April 8th, 2013 The Marine Stratocumulus Yi Lu Aerosol, Cloud, and Climate. Class Paper April 8th, 2013 Aerosols Climate Clouds Dust Wildfire Volcano Bk/Brn Carbon SOA Aerosols Climate Clouds Dust Wildfire Volcano Bk/Brn

More information

Clouds and Convection

Clouds and Convection Max-Planck-Institut Clouds and Convection Cathy Hohenegger, Axel Seifert, Bjorn Stevens, Verena Grützun, Thijs Heus, Linda Schlemmer, Malte Rieck Max-Planck-Institut Shallow convection Deep convection

More information

This chapter discusses: 1. Definitions and causes of stable and unstable atmospheric air. 2. Processes that cause instability and cloud development

This chapter discusses: 1. Definitions and causes of stable and unstable atmospheric air. 2. Processes that cause instability and cloud development Stability & Cloud Development This chapter discusses: 1. Definitions and causes of stable and unstable atmospheric air 2. Processes that cause instability and cloud development Stability & Movement A rock,

More information

A glance at compensating errors between low-level cloud fraction and cloud optical properties using satellite retrievals

A glance at compensating errors between low-level cloud fraction and cloud optical properties using satellite retrievals A glance at compensating errors between low-level cloud fraction and cloud optical properties using satellite retrievals Christine Nam & Sandrine Bony Laboratoire de Météorologie Dynamique Structure Overview

More information

MICROPHYSICS COMPLEXITY EFFECTS ON STORM EVOLUTION AND ELECTRIFICATION

MICROPHYSICS COMPLEXITY EFFECTS ON STORM EVOLUTION AND ELECTRIFICATION MICROPHYSICS COMPLEXITY EFFECTS ON STORM EVOLUTION AND ELECTRIFICATION Blake J. Allen National Weather Center Research Experience For Undergraduates, Norman, Oklahoma and Pittsburg State University, Pittsburg,

More information

SPOOKIE: The Selected Process On/Off Klima Intercomparison Experiment

SPOOKIE: The Selected Process On/Off Klima Intercomparison Experiment SPOOKIE: The Selected Process On/Off Klima Intercomparison Experiment Mark Webb, Adrian Lock (Met Office), Sandrine Bony (IPSL), Chris Bretherton (UW), Tsuyoshi Koshiro, Hideaki Kawai (MRI), Thorsten Mauritsen

More information

Can latent heat release have a negative effect on polar low intensity?

Can latent heat release have a negative effect on polar low intensity? Can latent heat release have a negative effect on polar low intensity? Ivan Føre, Jon Egill Kristjansson, Erik W. Kolstad, Thomas J. Bracegirdle and Øyvind Sætra Polar lows: are intense mesoscale cyclones

More information

What the Heck are Low-Cloud Feedbacks? Takanobu Yamaguchi Rachel R. McCrary Anna B. Harper

What the Heck are Low-Cloud Feedbacks? Takanobu Yamaguchi Rachel R. McCrary Anna B. Harper What the Heck are Low-Cloud Feedbacks? Takanobu Yamaguchi Rachel R. McCrary Anna B. Harper IPCC Cloud feedbacks remain the largest source of uncertainty. Roadmap 1. Low cloud primer 2. Radiation and low

More information

Indian Ocean and Monsoon

Indian Ocean and Monsoon Indo-French Workshop on Atmospheric Sciences 3-5 October 2013, New Delhi (Organised by MoES and CEFIPRA) Indian Ocean and Monsoon Satheesh C. Shenoi Indian National Center for Ocean Information Services

More information

Chapter 7 Stability and Cloud Development. Atmospheric Stability

Chapter 7 Stability and Cloud Development. Atmospheric Stability Chapter 7 Stability and Cloud Development Atmospheric Stability 1 Cloud Development - stable environment Stable air (parcel) - vertical motion is inhibited if clouds form, they will be shallow, layered

More information

STRATEGY & Parametrized Convection

STRATEGY & Parametrized Convection for WP4.1.3 // meeting, 22 Sept 2005 morning, Francoise Guichard some inferences from the EUROCS project EUROCS: european project on cloud systems in NWP/climate models European Component of GCSS (GEWEX

More information

Verification working group

Verification working group Verification working group Sander Tijm Gwenaelle Hello With contributions from Mariska Derkova and Doinia Banciu Contents of talk Plans of cooperation between Hirlam and Aladin in physics Why verification

More information

How do Scientists Forecast Thunderstorms?

How do Scientists Forecast Thunderstorms? How do Scientists Forecast Thunderstorms? Objective In the summer, over the Great Plains, weather predictions often call for afternoon thunderstorms. While most of us use weather forecasts to help pick

More information

Project Title: Quantifying Uncertainties of High-Resolution WRF Modeling on Downslope Wind Forecasts in the Las Vegas Valley

Project Title: Quantifying Uncertainties of High-Resolution WRF Modeling on Downslope Wind Forecasts in the Las Vegas Valley University: Florida Institute of Technology Name of University Researcher Preparing Report: Sen Chiao NWS Office: Las Vegas Name of NWS Researcher Preparing Report: Stanley Czyzyk Type of Project (Partners

More information

The ARM-GCSS Intercomparison Study of Single-Column Models and Cloud System Models

The ARM-GCSS Intercomparison Study of Single-Column Models and Cloud System Models The ARM-GCSS Intercomparison Study of Single-Column Models and Cloud System Models R. T. Cederwall and D. J. Rodriguez Atmospheric Science Division Lawrence Livermore National Laboratory Livermore, California

More information

MOGREPS status and activities

MOGREPS status and activities MOGREPS status and activities by Warren Tennant with contributions from Rob Neal, Sarah Beare, Neill Bowler & Richard Swinbank Crown copyright Met Office 32 nd EWGLAM and 17 th SRNWP meetings 1 Contents

More information

Impact of microphysics on cloud-system resolving model simulations of deep convection and SpCAM

Impact of microphysics on cloud-system resolving model simulations of deep convection and SpCAM Impact of microphysics on cloud-system resolving model simulations of deep convection and SpCAM Hugh Morrison and Wojciech Grabowski NCAR* (MMM Division, NESL) Marat Khairoutdinov Stony Brook University

More information

Turbulence in Continental Stratocumulus, Part I: External Forcings and Turbulence Structures

Turbulence in Continental Stratocumulus, Part I: External Forcings and Turbulence Structures Boundary-Layer Meteorol DOI 10.1007/s10546-013-9873-3 ARTICLE Turbulence in Continental Stratocumulus, Part I: External Forcings and Turbulence Structures Ming Fang BruceA.Albrecht Virendra P. Ghate Pavlos

More information

Evaluation of clouds in GCMs using ARM-data: A time-step approach

Evaluation of clouds in GCMs using ARM-data: A time-step approach Evaluation of clouds in GCMs using ARM-data: A time-step approach K. Van Weverberg 1, C. Morcrette 1, H.-Y. Ma 2, S. Klein 2, M. Ahlgrimm 3, R. Forbes 3 and J. Petch 1 MACCBET Symposium, Royal Meteorological

More information

Basic Concepts for Convection Parameterization in Weather Forecast and Climate Models: COST Action ES0905 Final Report

Basic Concepts for Convection Parameterization in Weather Forecast and Climate Models: COST Action ES0905 Final Report Atmosphere 2015, 6, 88-147; doi:10.3390/atmos6010088 OPEN ACCESS atmosphere ISSN 2073-4433 www.mdpi.com/journal/atmosphere Project Report Basic Concepts for Convection Parameterization in Weather Forecast

More information

Very High Resolution Arctic System Reanalysis for 2000-2011

Very High Resolution Arctic System Reanalysis for 2000-2011 Very High Resolution Arctic System Reanalysis for 2000-2011 David H. Bromwich, Lesheng Bai,, Keith Hines, and Sheng-Hung Wang Polar Meteorology Group, Byrd Polar Research Center The Ohio State University

More information

Atmospheric kinetic energy spectra from high-resolution GEM models

Atmospheric kinetic energy spectra from high-resolution GEM models Atmospheric kinetic energy spectra from high-resolution GEM models Bertrand Denis NWP Section Canadian Meteorological Centre Environment Canada SRNWP 2009 Bad Orb, Germany Outline Introduction What we

More information

Evaluating the Impact of Cloud-Aerosol- Precipitation Interaction (CAPI) Schemes on Rainfall Forecast in the NGGPS

Evaluating the Impact of Cloud-Aerosol- Precipitation Interaction (CAPI) Schemes on Rainfall Forecast in the NGGPS Introduction Evaluating the Impact of Cloud-Aerosol- Precipitation Interaction (CAPI) Schemes on Rainfall Forecast in the NGGPS Zhanqing Li and Seoung-Soo Lee University of Maryland NOAA/NCEP/EMC Collaborators

More information

Dynamics IV: Geostrophy SIO 210 Fall, 2014

Dynamics IV: Geostrophy SIO 210 Fall, 2014 Dynamics IV: Geostrophy SIO 210 Fall, 2014 Geostrophic balance Thermal wind Dynamic height READING: DPO: Chapter (S)7.6.1 to (S)7.6.3 Stewart chapter 10.3, 10.5, 10.6 (other sections are useful for those

More information

Evolution of convective cloud top height: entrainment and humidifying processes. EUROCS Workshop, Madrid, 16-19/12/2002

Evolution of convective cloud top height: entrainment and humidifying processes. EUROCS Workshop, Madrid, 16-19/12/2002 Jean-Marcel Piriou Centre National de Recherches Météorologiques Groupe de Modélisation pour l Assimilation et la Prévision Evolution of convective cloud top height: entrainment and humidifying processes

More information

Overview and Cloud Cover Parameterization

Overview and Cloud Cover Parameterization Overview and Cloud Cover Parameterization Bob Plant With thanks to: C. Morcrette, A. Tompkins, E. Machulskaya and D. Mironov NWP Physics Lecture 1 Nanjing Summer School July 2014 Outline Introduction and

More information

Cloud Thickness Estimation from GOES-8 Satellite Data Over the ARM-SGP Site

Cloud Thickness Estimation from GOES-8 Satellite Data Over the ARM-SGP Site Cloud Thickness Estimation from GOES-8 Satellite Data Over the ARM-SGP Site V. Chakrapani, D. R. Doelling, and A. D. Rapp Analytical Services and Materials, Inc. Hampton, Virginia P. Minnis National Aeronautics

More information

How To Write A New Vertical Diffusion Package

How To Write A New Vertical Diffusion Package 2318 M O N T H L Y W E A T H E R R E V I E W VOLUME 134 A New Vertical Diffusion Package with an Explicit Treatment of Entrainment Processes SONG-YOU HONG AND YIGN NOH Department of Atmospheric Sciences,

More information

Fog and Cloud Development. Bows and Flows of Angel Hair

Fog and Cloud Development. Bows and Flows of Angel Hair Fog and Cloud Development Bows and Flows of Angel Hair 1 Ch. 5: Condensation Achieving Saturation Evaporation Cooling of Air Adiabatic and Diabatic Processes Lapse Rates Condensation Condensation Nuclei

More information

Cloud Development and Forms. LIFTING MECHANISMS 1. Orographic 2. Frontal 3. Convergence 4. Convection. Orographic Cloud. The Orographic Cloud

Cloud Development and Forms. LIFTING MECHANISMS 1. Orographic 2. Frontal 3. Convergence 4. Convection. Orographic Cloud. The Orographic Cloud Introduction to Climatology GEOGRAPHY 300 Cloud Development and Forms Tom Giambelluca University of Hawai i at Mānoa LIFTING MECHANISMS 1. Orographic 2. Frontal 3. Convergence 4. Convection Cloud Development

More information

Formation & Classification

Formation & Classification CLOUDS Formation & Classification DR. K. K. CHANDRA Department of forestry, Wildlife & Environmental Sciences, GGV, Bilaspur What is Cloud It is mass of tiny water droplets or ice crystals or both of size

More information

Cloud-resolving simulation of TOGA-COARE using parameterized largescale

Cloud-resolving simulation of TOGA-COARE using parameterized largescale Cloud-resolving simulation of TOGA-COARE using parameterized largescale dynamics Shuguang Wang 1, Adam H. Sobel 2, and Zhiming Kuang 3 -------------- Shuguang Wang, Department of Applied Physics and Applied

More information

Use of numerical weather forecast predictions in soil moisture modelling

Use of numerical weather forecast predictions in soil moisture modelling Use of numerical weather forecast predictions in soil moisture modelling Ari Venäläinen Finnish Meteorological Institute Meteorological research ari.venalainen@fmi.fi OBJECTIVE The weather forecast models

More information

ATMOSPHERIC SCIENCES (ATS) Program Director: Joseph A. Zehnder Department Office: Hixson-Lied Science Building, Room 504

ATMOSPHERIC SCIENCES (ATS) Program Director: Joseph A. Zehnder Department Office: Hixson-Lied Science Building, Room 504 (ATS) Program Director: Joseph A. Zehnder Department Office: Hixson-Lied Science Building, Room 504 Graduate Study in Atmospheric Sciences Creighton University offers courses and experience leading to

More information

Harvard wet deposition scheme for GMI

Harvard wet deposition scheme for GMI 1 Harvard wet deposition scheme for GMI by D.J. Jacob, H. Liu,.Mari, and R.M. Yantosca Harvard University Atmospheric hemistry Modeling Group Februrary 2000 revised: March 2000 (with many useful comments

More information

What Controls Stratocumulus Radiative Properties? Lagrangian Observations of Cloud Evolution

What Controls Stratocumulus Radiative Properties? Lagrangian Observations of Cloud Evolution 1SEPTEMBER 1997 PINCUS ET AL. 2215 What Controls Stratocumulus Radiative Properties? Lagrangian Observations of Cloud Evolution ROBERT PINCUS* AND MARCIA B. BAKER Geophysics Program, University of Washington,

More information

Usama Anber 1, Shuguang Wang 2, and Adam Sobel 1,2,3

Usama Anber 1, Shuguang Wang 2, and Adam Sobel 1,2,3 Response of Atmospheric Convection to Vertical Wind Shear: Cloud Resolving Simulations with Parameterized Large-Scale Circulation. Part I: Specified Radiative Cooling. Usama Anber 1, Shuguang Wang 2, and

More information

Titelmasterformat durch Klicken. bearbeiten

Titelmasterformat durch Klicken. bearbeiten Evaluation of a Fully Coupled Atmospheric Hydrological Modeling System for the Sissili Watershed in the West African Sudanian Savannah Titelmasterformat durch Klicken June, 11, 2014 1 st European Fully

More information

39th International Physics Olympiad - Hanoi - Vietnam - 2008. Theoretical Problem No. 3

39th International Physics Olympiad - Hanoi - Vietnam - 2008. Theoretical Problem No. 3 CHANGE OF AIR TEMPERATURE WITH ALTITUDE, ATMOSPHERIC STABILITY AND AIR POLLUTION Vertical motion of air governs many atmospheric processes, such as the formation of clouds and precipitation and the dispersal

More information

Eco Pelmet Modelling and Assessment. CFD Based Study. Report Number 610.14351-R1D1. 13 January 2015

Eco Pelmet Modelling and Assessment. CFD Based Study. Report Number 610.14351-R1D1. 13 January 2015 EcoPelmet Pty Ltd c/- Geoff Hesford Engineering 45 Market Street FREMANTLE WA 6160 Version: Page 2 PREPARED BY: ABN 29 001 584 612 2 Lincoln Street Lane Cove NSW 2066 Australia (PO Box 176 Lane Cove NSW

More information

The impact of parametrized convection on cloud feedback.

The impact of parametrized convection on cloud feedback. The impact of parametrized convection on cloud feedback. Mark Webb, Adrian Lock (Met Office) Thanks also to Chris Bretherton (UW), Sandrine Bony (IPSL),Jason Cole (CCCma), Abderrahmane Idelkadi (IPSL),

More information

Simulations of Clouds and Sensitivity Study by Wearther Research and Forecast Model for Atmospheric Radiation Measurement Case 4

Simulations of Clouds and Sensitivity Study by Wearther Research and Forecast Model for Atmospheric Radiation Measurement Case 4 Simulations of Clouds and Sensitivity Study by Wearther Research and Forecast Model for Atmospheric Radiation Measurement Case 4 Jingbo Wu and Minghua Zhang Institute for Terrestrial and Planetary Atmospheres

More information

Chapter 6: Cloud Development and Forms

Chapter 6: Cloud Development and Forms Chapter 6: Cloud Development and Forms (from The Blue Planet ) Why Clouds Form Static Stability Cloud Types Why Clouds Form? Clouds form when air rises and becomes saturated in response to adiabatic cooling.

More information

Role of the residual layer and large-scale subsidence on the development and evolution of the convective boundary layer

Role of the residual layer and large-scale subsidence on the development and evolution of the convective boundary layer Atmos. Chem. Phys., 14, 4515 453, 214 www.atmos-chem-phys.net/14/4515/214/ doi:1.5194/acp-14-4515-214 Author(s) 214. CC Attribution 3. License. Atmospheric Chemistry and Physics Open Access Role of the

More information

Environmental Science Science Curriculum Framework. Revised 2005

Environmental Science Science Curriculum Framework. Revised 2005 Environmental Science Science Curriculum Framework Revised 2005 Course Title: Environmental Science Course/Unit Credit: 1 Course Number: 424020 Teacher Licensure: Please refer to the Course Code Management

More information

Convective Vertical Velocities in GFDL AM3, Cloud Resolving Models, and Radar Retrievals

Convective Vertical Velocities in GFDL AM3, Cloud Resolving Models, and Radar Retrievals Convective Vertical Velocities in GFDL AM3, Cloud Resolving Models, and Radar Retrievals Leo Donner and Will Cooke GFDL/NOAA, Princeton University DOE ASR Meeting, Potomac, MD, 10-13 March 2013 Motivation

More information

The influence of radiation on cloud-surface feedback mechanisms using Large Eddy Simulation

The influence of radiation on cloud-surface feedback mechanisms using Large Eddy Simulation The influence of radiation on cloud-surface feedback mechanisms using Large Eddy Simulation Natalie Theeuwes Supervisor: Thijs Heus Max Planck Institute for Meteorology, Hamburg, Germany August 2010 Abstract

More information

Potential Climate Impact of Large-Scale Deployment of Renewable Energy Technologies. Chien Wang (MIT)

Potential Climate Impact of Large-Scale Deployment of Renewable Energy Technologies. Chien Wang (MIT) Potential Climate Impact of Large-Scale Deployment of Renewable Energy Technologies Chien Wang (MIT) 1. A large-scale installation of windmills Desired Energy Output: supply 10% of the estimated world

More information

Turbulence in Climate Studies

Turbulence in Climate Studies Turbulence in Climate Studies Ravi S Nanjundiah Centre For Atmospheric and Oceanic Sciences Indian Institute of Science Bangalore-560012 email:ravi@caos.iisc.ernet.in ICTS Turbulence Meeting Dec 2011 Climate:

More information

Seasonal & Daily Temperatures. Seasons & Sun's Distance. Solstice & Equinox. Seasons & Solar Intensity

Seasonal & Daily Temperatures. Seasons & Sun's Distance. Solstice & Equinox. Seasons & Solar Intensity Seasonal & Daily Temperatures Seasons & Sun's Distance The role of Earth's tilt, revolution, & rotation in causing spatial, seasonal, & daily temperature variations Please read Chapter 3 in Ahrens Figure

More information

Ecosystem-land-surface-BL-cloud coupling as climate changes

Ecosystem-land-surface-BL-cloud coupling as climate changes Ecosystem-land-surface-BL-cloud coupling as climate changes Alan K. Betts Atmospheric Research, akbetts@aol.com CMMAP August 19, 2009 Outline of Talk Land-surface climate: - surface, BL & cloud coupling

More information

The Ideal Gas Law. Gas Constant. Applications of the Gas law. P = ρ R T. Lecture 2: Atmospheric Thermodynamics

The Ideal Gas Law. Gas Constant. Applications of the Gas law. P = ρ R T. Lecture 2: Atmospheric Thermodynamics Lecture 2: Atmospheric Thermodynamics Ideal Gas Law (Equation of State) Hydrostatic Balance Heat and Temperature Conduction, Convection, Radiation Latent Heating Adiabatic Process Lapse Rate and Stability

More information

Turbulent mixing in clouds latent heat and cloud microphysics effects

Turbulent mixing in clouds latent heat and cloud microphysics effects Turbulent mixing in clouds latent heat and cloud microphysics effects Szymon P. Malinowski1*, Mirosław Andrejczuk2, Wojciech W. Grabowski3, Piotr Korczyk4, Tomasz A. Kowalewski4 and Piotr K. Smolarkiewicz3

More information

Ecosystem change and landsurface-cloud

Ecosystem change and landsurface-cloud Ecosystem change and landsurface-cloud coupling Alan K. Betts Atmospheric Research, akbetts@aol.com Congress on Climate Change 8)Earth System Feedbacks and Carbon Sequestration Copenhagen, March 10, 2009

More information

Simulation of low clouds from the CAM and the regional WRF with multiple nested resolutions

Simulation of low clouds from the CAM and the regional WRF with multiple nested resolutions Click Here for Full Article GEOPHYSICAL RESEARCH LETTERS, VOL. 36, L08813, doi:10.1029/2008gl037088, 2009 Simulation of low clouds from the CAM and the regional WRF with multiple nested resolutions Wuyin

More information