The Representation Of Cumulus Convection In Numerical Models

This book presents descriptions of numerical models for testing cumulus in cloud fields. It is divided into six parts. Part I provides an overview of the problem, including descriptions of cumulus clouds and the effects of ensembles of cumulus clouds on mass, momentum, and vorticity distributions. A review of closure assumptions is also provided. A review of "classical" convection schemes in widespread use is provided in Part II. The special problems associated with the representation of convection in mesoscale models are discussed in Part III, along with descriptions of some of the commonly used mesoscale schemes. Part IV covers some of the problems associated with the representation of convection in climate models, while the parameterization of slantwise convection is the subject of Part V.

An up-to-date summary of our understanding of the dynamics and thermodynamics of moist atmospheric convection, with a strong focus on recent developments in the field. The book also reviews ways in which moist convection may be parameterised in large-scale numerical models - a field in which there is still some controversy - and discusses the implications of convection for large-scale flow. Audience: The book is aimed at the graduate level and research meteorologists as well as scientists in other disciplines who need to know more about moist convection and its representation in numerical models.

"[A]n excellent monograph by a leading atmospheric scientist...will be consulted by everyone interested in the complexities of dynamical meteorology and in the improvement of practical methods of climate and weather prediction."--Physics Today

This volume contains many original findings on mesoscale processes in atmospheric and oceanic systems through mathematical modeling, numerical simulations and field experiments. These scientific papers examine and provide the latest developments on a range of topics that include tropical cyclones/hurricanes, mesoscale variability and modeling, seasonal monsoons and land surface processes including atmospheric boundary layer.

General Circulation Models (GCMs) are rapidly assuming widespread use as powerful tools for predicting global events on time scales of months to decades, such as the onset of EL Nino, monsoons, soil moisture saturation indices, global warming estimates, and even snowfall predictions. While GCMs have been praised for helping to foretell the current El Nino and its impact on droughts in Indonesia, its full power is only now being recognized by international scientists and governments who seek to link GCMs to help them estimate fish harvests, risk of floods, landslides, and even forest fires. Scientists in oceanography, hydrology, meteorology, and climatology and civil, ocean, and geological engineers perceive a need for a reference on GCM design. In this compilation of information by an internationally recognized group of experts, Professor Randall brings together the knowledge base of the forerunners in theoretical and applied frontiers of GCM development. General Circulation Model Development focuses on the past, present, and future design of numerical methods for general circulation modeling, as well as the physical parameterizations required for their proper implementation. Additional chapters on climate simulation and other applications provide illustrative examples of state-of-the-art GCM design. Key Features * Foreword by Norman Phillips * Authoritative overviews of current issues and ideas on global circulation modeling by leading experts * Retrospective and forward-looking chapters by Akio Arakawa of UCLA * Historical perspectives on the early years of general circulation modeling * Indispensable reference for researchers and graduate students

This book deals primarily with monitoring, prediction and understanding of Tropical Cyclones (TCs). It was envisioned to serve as a teaching and reference resource at universities and academic institutions for researchers and post-graduate students. It has been designed to provide a broad outlook on recent advances in observations, assimilation and modeling of TCs with detailed and advanced information on genesis, intensification, movement and storm surge prediction. Specifically, it focuses on (i) state-of-the-art observations for advancing TC research, (ii) advances in numerical weather prediction for TCs, (iii) advanced assimilation and vortex initialization techniques, (iv) ocean coupling, (v) current capabilities to predict TCs, and (vi) advanced research in physical and dynamical processes in TCs. The chapters in the book are authored by leading international experts from academic, research and operational environments. The book is also expected to stimulate critical thinking for cyclone forecasters and researchers, managers, policy makers, and graduate and post-graduate students to carry out future research in the field of TCs.

Precipitating atmospheric convection is fundamental to the Earth's weather and climate. It plays a leading role in the heat, moisture and momentum budgets. Appropriate modelling of convection is thus a prerequisite for reliable numerical weather prediction and climate modelling. The current standard approach is to represent it by subgrid-scale convection parameterization. Parameterization of Atmospheric Convection provides, for the first time, a comprehensive presentation of this important topic. The two-volume set equips readers with a firm grasp of the wide range of important issues, and thorough coverage is given of both the theoretical and practical aspects. This makes the parameterization problem accessible to a wider range of scientists than before. At the same time, by providing a solid bottom-up presentation of convection parameterization, this set is the definitive reference point for atmospheric scientists and modellers working on such problems. Volume 1 of this two-volume set focuses on the basic principles: introductions to atmospheric convection and tropical dynamics, explanations and discussions of key parameterization concepts, and a thorough and critical exploration of the mass-flux parameterization framework, which underlies the methods currently used in almost all operational models and at major climate modelling centres. Volume 2 focuses on the practice, which also leads to some more advanced fundamental issues. It includes: perspectives on operational implementations and model performance, tailored verification approaches, the role and representation of cloud microphysics, alternative parameterization approaches, stochasticity, criticality, and symmetry constraints. Contents:Volume 1:Basic Parameterization Concepts and Issues:Moist Atmospheric Convection: An Introduction and Overview (Á Horváth)Sub-Grid Parameterization Problem (J-I Yano)Scale Separation (J-I Yano)Quasi-Equilibrium (R S Plant and J-I Yano)Tropical Dynamics: Large-Scale Convectively Coupled Waves (Ž Fuchs)Mass-Flux Parameterization:Hot-Tower Hypothesis and Mass-Flux Formulation (J-I Yano)Formulation of the Mass-Flux Convective Parameterization (J-I Yano)Thermodynamic Effects of Convection under the Mass-Flux Formulation (J-I Yano)Spectral and Bulk Mass-Flux Representations (R S Plant and O Martínez-Alvarado)Entrainment and Detrainment Formulations for Mass-Flux Parameterization (W C de Rooy, J-I Yano, P Bechtold and S J Böing)Closure (J-I Yano and R S Plant)Convective Vertical Velocity (J-I Yano)Downdraughts (J-I Yano)Momentum Transfer (J-I Yano)Volume 2:Operational Issues:Convection in Global Numerical Weather Prediction (P Bechtold)Satellite Observations of Convection and Their Implications for Parameterizations (J Quaas and P Stier)Convection and Waves on Small Planets and the Real Earth (P Bechtold, N Semane and S Malardel)Microphysics of Convective Cloud and Its Treatment in Parameterization (V T J Phillips and J-I Yano)Model Resolution Issues and New Approaches in the Convection-Permitting Regimes (L Gerard)Stochastic Aspects of Convective Parameterization (R S Plant, L Bengtsson and M A Whitall)Verification of High-Resolution Precipitation Forecast with Radar-Based Data (D Řezáčová, B Szintai, B Jakubiak, J-I Yano and S Turner)Unification and Consistency:Formulations of Moist Thermodynamics for Atmospheric Modelling (P Marquet and J-F Geleyn)Representation of Microphysical Processes in Cloud-Resolving Models (A P Khain)Cumulus Convection as a Turbulent Flow (A Grant)Clouds and Convection as Subgrid-Scale Distributions (E Machulskaya)Towards a Unified and Self-Consistent Parameterization Framework (J-I Yano, L Bengtsson, J-F Geleyn and R Brozkova)Theoretical Physics Perspectives:Regimes of Self-Organized Criticality in Atmospheric Convection (F Spineanu, M Vlad and D Palade)Invariant and Conservative Parameterization Schemes (A Bihlo, E Dos Santos Cardoso-Bihlo and R O Popovych)Conclusions:Conclusions (R S Plant and J-I Yano) Readership: Atmospheric scientists and modellers. Key Features:The first coherent book to focus on convective parameterization for climate modelling and numerical weather predictionClear focus on the underpinning theory of parameterization, and its possible extensionsPlaces current efforts to improve parameterizations firmly into the theoretical context rather than focusing on details of the technical implementation or changes to overall model performanceKeywords:Atmospheric Convection;Parameterization;Numerical Modelling;Numerical Weather Prediction;Global Climate Modelling