Earth System Modeling 2.0: A Blueprint for Models That Learn From Observations and Targeted High-Resolution Simulations
出版年份 2017 全文链接
标题
Earth System Modeling 2.0: A Blueprint for Models That Learn From Observations and Targeted High-Resolution Simulations
作者
关键词
-
出版物
GEOPHYSICAL RESEARCH LETTERS
Volume 44, Issue 24, Pages 12,396-12,417
出版商
American Geophysical Union (AGU)
发表日期
2017-12-01
DOI
10.1002/2017gl076101
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注意：仅列出部分参考文献，下载原文获取全部文献信息。- CloudSat and CALIPSO within the A-Train: Ten Years of Actively Observing the Earth System
- (2018) Graeme Stephens et al. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
- Geometric MCMC for infinite-dimensional inverse problems
- (2017) Alexandros Beskos et al. JOURNAL OF COMPUTATIONAL PHYSICS
- Estimating model evidence using data assimilation
- (2017) A. Carrassi et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- The Orbiting Carbon Observatory-2 early science investigations of regional carbon dioxide fluxes
- (2017) A. Eldering et al. SCIENCE
- OCO-2 advances photosynthesis observation from space via solar-induced chlorophyll fluorescence
- (2017) Y. Sun et al. SCIENCE
- Contrasting carbon cycle responses of the tropical continents to the 2015–2016 El Niño
- (2017) Junjie Liu et al. SCIENCE
- Climate goals and computing the future of clouds
- (2017) Tapio Schneider et al. Nature Climate Change
- Numerics and subgrid-scale modeling in large eddy simulations of stratocumulus clouds
- (2017) Kyle G. Pressel et al. Journal of Advances in Modeling Earth Systems
- Toward low-cloud-permitting cloud superparameterization with explicit boundary layer turbulence
- (2017) Hossein Parishani et al. Journal of Advances in Modeling Earth Systems
- Observation and integrated Earth-system science: A roadmap for 2016–2025
- (2016) Adrian Simmons et al. ADVANCES IN SPACE RESEARCH
- Relation of the double-ITCZ bias to the atmospheric energy budget in climate models
- (2016) Ori Adam et al. GEOPHYSICAL RESEARCH LETTERS
- Constraints on Climate Sensitivity from Space-Based Measurements of Low-Cloud Reflection
- (2016) Florent Brient et al. JOURNAL OF CLIMATE
- Global Climate Impacts of Fixing the Southern Ocean Shortwave Radiation Bias in the Community Earth System Model (CESM)
- (2016) Jennifer E. Kay et al. JOURNAL OF CLIMATE
- Uncertainty in Model Climate Sensitivity Traced to Representations of Cumulus Precipitation Microphysics
- (2016) Ming Zhao et al. JOURNAL OF CLIMATE
- A paradigm for data-driven predictive modeling using field inversion and machine learning
- (2016) Eric J. Parish et al. JOURNAL OF COMPUTATIONAL PHYSICS
- Warm Cores, Eyewall Slopes, and Intensities of Tropical Cyclones Simulated by a 7-km-Mesh Global Nonhydrostatic Model
- (2016) Tomoki Ohno et al. JOURNAL OF THE ATMOSPHERIC SCIENCES
- Towards Global Large Eddy Simulation: Super-Parameterization Revisited
- (2016) Wojciech W. GRABOWSKI JOURNAL OF THE METEOROLOGICAL SOCIETY OF JAPAN
- Review of the Ensemble Kalman Filter for Atmospheric Data Assimilation
- (2016) P. L. Houtekamer et al. MONTHLY WEATHER REVIEW
- Projected land photosynthesis constrained by changes in the seasonal cycle of atmospheric CO2
- (2016) Sabrina Wenzel et al. NATURE
- The decadal state of the terrestrial carbon cycle: Global retrievals of terrestrial carbon allocation, pools, and residence times
- (2016) A. Anthony Bloom et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- A Fast and Scalable Method for A-Optimal Design of Experiments for Infinite-dimensional Bayesian Nonlinear Inverse Problems
- (2016) Alen Alexanderian et al. SIAM JOURNAL ON SCIENTIFIC COMPUTING
- The Stochastic Parcel Model: A deterministic parameterization of stochastically entraining convection
- (2016) David M. Romps Journal of Advances in Modeling Earth Systems
- Weather Forecasting Using GPU-Based Large-Eddy Simulations
- (2015) Jerôme Schalkwijk et al. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
- Double ITCZ in Coupled Ocean-Atmosphere Models: From CMIP3 to CMIP5
- (2015) Xiaoxiao Zhang et al. GEOPHYSICAL RESEARCH LETTERS
- Positive tropical marine low-cloud cover feedback inferred from cloud-controlling factors
- (2015) Xin Qu et al. GEOPHYSICAL RESEARCH LETTERS
- CLUBB as a unified cloud parameterization: Opportunities and challenges
- (2015) H. Guo et al. GEOPHYSICAL RESEARCH LETTERS
- Spread of model climate sensitivity linked to double-Intertropical Convergence Zone bias
- (2015) Baijun Tian GEOPHYSICAL RESEARCH LETTERS
- Heavy precipitation in a changing climate: Does short-term summer precipitation increase faster?
- (2015) Nikolina Ban et al. GEOPHYSICAL RESEARCH LETTERS
- The Observed State of the Energy Budget in the Early Twenty-First Century
- (2015) Tristan S. L’Ecuyer et al. JOURNAL OF CLIMATE
- Fitting and Analyzing LES Using Multiple Trivariate Gaussians
- (2015) Grant J. Firl et al. JOURNAL OF THE ATMOSPHERIC SCIENCES
- Parameter Estimation Using Ensemble-Based Data Assimilation in the Presence of Model Error
- (2015) Juan Ruiz et al. MONTHLY WEATHER REVIEW
- The quiet revolution of numerical weather prediction
- (2015) Peter Bauer et al. NATURE
- Programming revisited
- (2015) Thomas C. Schulthess Nature Physics
- The $10 trillion value of better information about the transient climate response
- (2015) Chris Hope PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
- Carbon cycle feedbacks and future climate change
- (2015) Pierre Friedlingstein PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
- Large-eddy simulation in an anelastic framework with closed water and entropy balances
- (2015) Kyle G. Pressel et al. Journal of Advances in Modeling Earth Systems
- Stratocumulus Clouds in Southeastern Pacific Simulated by Eight CMIP5–CFMIP Global Climate Models
- (2014) Jia-Lin Lin et al. JOURNAL OF CLIMATE
- Least Squares Shadowing sensitivity analysis of chaotic limit cycle oscillations
- (2014) Qiqi Wang et al. JOURNAL OF COMPUTATIONAL PHYSICS
- Large-Eddy Simulation of Stratified Turbulence. Part II: Application of the Stretched-Vortex Model to the Atmospheric Boundary Layer
- (2014) Georgios Matheou et al. JOURNAL OF THE ATMOSPHERIC SCIENCES
- A Unified Convection Scheme (UNICON). Part II: Simulation
- (2014) Sungsu Park JOURNAL OF THE ATMOSPHERIC SCIENCES
- A Unified Convection Scheme (UNICON). Part I: Formulation
- (2014) Sungsu Park JOURNAL OF THE ATMOSPHERIC SCIENCES
- Climate forecasting: Build high-resolution global climate models
- (2014) Tim Palmer NATURE
- Prospects for chlorophyll fluorescence remote sensing from the Orbiting Carbon Observatory-2
- (2014) Christian Frankenberg et al. REMOTE SENSING OF ENVIRONMENT
- Mathematical and physical ideas for climate science
- (2014) Valerio Lucarini et al. REVIEWS OF GEOPHYSICS
- On the interpretation of inter-model spread in CMIP5 climate sensitivity estimates
- (2013) Jessica Vial et al. CLIMATE DYNAMICS
- On the spread of changes in marine low cloud cover in climate model simulations of the 21st century
- (2013) Xin Qu et al. CLIMATE DYNAMICS
- Beyond deadlock
- (2013) David A. Randall GEOPHYSICAL RESEARCH LETTERS
- Cloud tuning in a coupled climate model: Impact on 20th century warming
- (2013) Jean-Christophe Golaz et al. GEOPHYSICAL RESEARCH LETTERS
- Evaluating cloud tuning in a climate model with satellite observations
- (2013) Kentaroh Suzuki et al. GEOPHYSICAL RESEARCH LETTERS
- Consequences of poor representation of Arctic sea-ice albedo and cloud-radiation interactions in the CMIP5 model ensemble
- (2013) J. Karlsson et al. GEOPHYSICAL RESEARCH LETTERS
- Ensemble Kalman methods for inverse problems
- (2013) Marco A Iglesias et al. INVERSE PROBLEMS
- Can Top-of-Atmosphere Radiation Measurements Constrain Climate Predictions? Part I: Tuning
- (2013) Simon F. B. Tett et al. JOURNAL OF CLIMATE
- MJO and Convectively Coupled Equatorial Waves Simulated by CMIP5 Climate Models
- (2013) Meng-Pai Hung et al. JOURNAL OF CLIMATE
- Origins of the Solar Radiation Biases over the Southern Ocean in CFMIP2 Models*
- (2013) A. Bodas-Salcedo et al. JOURNAL OF CLIMATE
- Uncertainties in CMIP5 Climate Projections due to Carbon Cycle Feedbacks
- (2013) Pierre Friedlingstein et al. JOURNAL OF CLIMATE
- Tropical Biases in CMIP5 Multimodel Ensemble: The Excessive Equatorial Pacific Cold Tongue and Double ITCZ Problems*
- (2013) Gen Li et al. JOURNAL OF CLIMATE
- Multi-level Dynamical Systems: Connecting the Ruelle Response Theory and the Mori-Zwanzig Approach
- (2013) Jeroen Wouters et al. JOURNAL OF STATISTICAL PHYSICS
- A Unified Model for Moist Convective Boundary Layers Based on a Stochastic Eddy-Diffusivity/Mass-Flux Parameterization
- (2013) Kay Sušelj et al. JOURNAL OF THE ATMOSPHERIC SCIENCES
- Estimating Model Parameters with Ensemble-Based Data Assimilation: A Review
- (2013) Juan Jose RUIZ et al. JOURNAL OF THE METEOROLOGICAL SOCIETY OF JAPAN
- Sensitivity of tropical carbon to climate change constrained by carbon dioxide variability
- (2013) Peter M. Cox et al. NATURE
- Carbon residence time dominates uncertainty in terrestrial vegetation responses to future climate and atmospheric CO2
- (2013) Andrew D. Friend et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Estimating interchannel observation-error correlations for IASI radiance data in the Met Office system†
- (2013) L. M. Stewart et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- A comparison of two numerical weather prediction methods for diagnosing fast-physics errors in climate models
- (2013) D. Klocke et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- An iterative ensemble Kalman smoother
- (2013) M. Bocquet et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- A Reconciled Estimate of Glacier Contributions to Sea Level Rise: 2003 to 2009
- (2013) A. S. Gardner et al. SCIENCE
- MCMC Methods for Functions: Modifying Old Algorithms to Make Them Faster
- (2013) S. L. Cotter et al. STATISTICAL SCIENCE
- Growth of Cloud Droplets in a Turbulent Environment
- (2012) Wojciech W. Grabowski et al. Annual Review of Fluid Mechanics
- Continuous Single-Column Model Evaluation at a Permanent Meteorological Supersite
- (2012) R. A. J. Neggers et al. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
- LMDZ5B: the atmospheric component of the IPSL climate model with revisited parameterizations for clouds and convection
- (2012) Frédéric Hourdin et al. CLIMATE DYNAMICS
- Origins of differences in climate sensitivity, forcing and feedback in climate models
- (2012) Mark J. Webb et al. CLIMATE DYNAMICS
- Challenges in Climate Science and Contemporary Applied Mathematics
- (2012) Andrew J. Majda COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS
- The ‘too few, too bright’ tropical low-cloud problem in CMIP5 models
- (2012) C. Nam et al. GEOPHYSICAL RESEARCH LETTERS
- On the Correspondence between Short- and Long-Time-Scale Systematic Errors in CAM4/CAM5 for the Year of Tropical Convection
- (2012) Shaocheng Xie et al. JOURNAL OF CLIMATE
- Northward Propagation Mechanisms of the Boreal Summer Intraseasonal Oscillation in the ERA-Interim and SP-CCSM
- (2012) Charlotte A. DeMott et al. JOURNAL OF CLIMATE
- Metrics and Diagnostics for Precipitation-Related Processes in Climate Model Short-Range Hindcasts
- (2012) H.-Y. Ma et al. JOURNAL OF CLIMATE
- Evaluation of cloud and water vapor simulations in CMIP5 climate models using NASA “A-Train” satellite observations
- (2012) Jonathan H. Jiang et al. JOURNAL OF GEOPHYSICAL RESEARCH
- Responses of Shallow Cumulus Convection to Large-Scale Temperature and Moisture Perturbations: A Comparison of Large-Eddy Simulations and a Convective Parameterization Based on Stochastically Entraining Parcels
- (2012) Ji Nie et al. JOURNAL OF THE ATMOSPHERIC SCIENCES
- Evaluating Data Assimilation Algorithms
- (2012) K. J. H. Law et al. MONTHLY WEATHER REVIEW
- Stratocumulus Clouds
- (2012) Robert Wood MONTHLY WEATHER REVIEW
- Droplet growth in warm turbulent clouds
- (2012) B. J. Devenish et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Entrainment and detrainment in cumulus convection: an overview
- (2012) Wim C. de Rooy et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- A Reconciled Estimate of Ice-Sheet Mass Balance
- (2012) A. Shepherd et al. SCIENCE
- Quantifying future climate change
- (2012) Matthew Collins et al. Nature Climate Change
- Tuning the climate of a global model
- (2012) Thorsten Mauritsen et al. Journal of Advances in Modeling Earth Systems
- Parameter estimation using data assimilation in an atmospheric general circulation model: From a perfect toward the real world
- (2012) Sebastian Schirber et al. Journal of Advances in Modeling Earth Systems
- New global observations of the terrestrial carbon cycle from GOSAT: Patterns of plant fluorescence with gross primary productivity
- (2011) Christian Frankenberg et al. GEOPHYSICAL RESEARCH LETTERS
- Unified treatment of dry convective and stratocumulus-topped boundary layers in the ECMWF model
- (2011) M. Köhler et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Accelerating Progress in Global Atmospheric Model Development through Improved Parameterizations
- (2010) Christian Jakob BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
- An ocean-atmosphere climate simulation with an embedded cloud resolving model
- (2010) Cristiana Stan et al. GEOPHYSICAL RESEARCH LETTERS
- Multiple-scale simulations of stratocumulus clouds
- (2010) Ping Zhu et al. JOURNAL OF GEOPHYSICAL RESEARCH
- Considerations for parameter optimization and sensitivity in climate models
- (2010) J. D. Neelin et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- The Data Assimilation Research Testbed: A Community Facility
- (2009) Jeffrey Anderson et al. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
- Empirical orthogonal function analysis of the diurnal cycle of precipitation in a multi-scale climate model
- (2009) Michael S. Pritchard et al. GEOPHYSICAL RESEARCH LETTERS
- Is the airborne fraction of anthropogenic CO2emissions increasing?
- (2009) Wolfgang Knorr GEOPHYSICAL RESEARCH LETTERS
- The Transition to Strong Convection
- (2009) J. David Neelin et al. JOURNAL OF THE ATMOSPHERIC SCIENCES
- Structure of the Madden–Julian Oscillation in the Superparameterized CAM
- (2009) James J. Benedict et al. JOURNAL OF THE ATMOSPHERIC SCIENCES
- Nature versus Nurture in Shallow Convection
- (2009) David M. Romps et al. JOURNAL OF THE ATMOSPHERIC SCIENCES
- Greenhouse-gas emission targets for limiting global warming to 2 °C
- (2009) Malte Meinshausen et al. NATURE
- Global Concentrations of CO2 and CH4 Retrieved from GOSAT: First Preliminary Results
- (2009) T. Yokota et al. SOLA
- Large-eddy simulation of maritime deep tropical convection
- (2009) Marat F. Khairoutdinov et al. Journal of Advances in Modeling Earth Systems
- Assessing the diurnal cycle of precipitation in a multi-scale climate model
- (2009) Michael S. Pritchard et al. Journal of Advances in Modeling Earth Systems
- Understanding El Niño in Ocean–Atmosphere General Circulation Models: Progress and Challenges
- (2008) Eric Guilyardi et al. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
- Error Reduction and Convergence in Climate Prediction
- (2008) Charles S. Jackson et al. JOURNAL OF CLIMATE
- A Review of Uncertainties in Global Temperature Projections over the Twenty-First Century
- (2008) R. Knutti et al. JOURNAL OF CLIMATE
- Subgrid-Scale Parameterization with Conditional Markov Chains
- (2008) Daan Crommelin et al. JOURNAL OF THE ATMOSPHERIC SCIENCES
- Moisture Vertical Structure, Column Water Vapor, and Tropical Deep Convection
- (2008) Christopher E. Holloway et al. JOURNAL OF THE ATMOSPHERIC SCIENCES
- An applied mathematics perspective on stochastic modelling for climate
- (2008) A. J Majda et al. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
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