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Title: The Twentieth Century Reanalysis Project

Journal Article · · Quarterly Journal of the Royal Meteorological Society
DOI:https://doi.org/10.1002/qj.776· OSTI ID:1564728

The Twentieth Century Reanalysis (20CR) project is an international effort to produce a comprehensive global atmospheric circulation dataset spanning the twentieth century, assimilating only surface pressure reports and using observed monthly sea-surface temperature and sea-ice distributions as boundary conditions. It is chiefly motivated by a need to provide an observational dataset with quantified uncertainties for validations of climate model simulations of the twentieth century onall time-scales,with emphasisonthe statistics of daily weather. It uses an Ensemble Kalman Filter data assimilation method with background ‘first guess’ fields supplied by an ensemble of forecasts from a global numerical weather prediction model. This directly yields a global analysis every 6 hours as the most likely state of the atmosphere, and also an uncertainty estimate of that analysis. The 20CR dataset provides the first estimates of global tropospheric variability, and of the dataset’s time-varying quality, from 1871 to the present at 6-hourly temporal and 2° spatial resolutions. Intercomparisons with independent radiosonde data indicate that the reanalyses are generally of high quality. The quality in the extratropical Northern Hemisphere throughout the century is similar to that of current three-day operational NWP forecasts. Intercomparisons over the second half-century of these surface-based reanalyses with other reanalyses that also make use of upper-air and satellite data are equally encouraging. It is anticipated that the 20CR dataset will be a valuable resource to the climate research community for both model validations and diagnostic studies. Some surprising results are already evident. For instance, the long-term trends of indices representing the North Atlantic Oscillation, the tropical Pacific Walker Circulation, and the Pacific–North American pattern are weak or non-existent over the full period of record. The long-term trends of zonally averaged precipitation minus evaporation also differ in character from those in climate model simulations of the twentieth century.

Research Organization:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF); Univ. of California, Oakland, CA (United States); UT-Battelle LLC/ORNL, Oak Ridge, TN (United States)
Sponsoring Organization:
USDOE Office of Science (SC)
DOE Contract Number:
AC02-05CH11231; AC05-00OR22725
OSTI ID:
1564728
Journal Information:
Quarterly Journal of the Royal Meteorological Society, Vol. 137, Issue 654; ISSN 0035-9009
Publisher:
Royal Meteorological Society
Country of Publication:
United States
Language:
English

References (108)

Integration of Space and In Situ Observations to Study Global Climate Change journal October 1988
A Comparison of Recent Reanalysis Datasets Using Objective Feature Tracking: Storm Tracks and Tropical Easterly Waves journal September 2003
Observed Interannual Variability in the Hadley Circulation and Its Connection to ENSO journal November 1996
Variability of large-scale atmospheric circulation indices for the northern hemisphere during the past 100 years [Variability of large-scale atmospheric circulation indices for the northern hemisphere during the past 100 years] journal August 2009
A closer look at the climatological discontinuities present in the NCEP/NCAR reanalysis temperature due to the introduction of satellite data journal September 2003
The Dynamical Simulation of the Community Atmosphere Model Version 3 (CAM3) journal June 2006
Strong Trends in the Skill of the ERA-40 and NCEP–NCAR Reanalyses in the High and Midlatitudes of the Southern Hemisphere, 1958–2001 journal December 2004
The Comprehensive Historical Upper-Air Network journal June 2010
Homogenization of Radiosonde Temperature Time Series Using Innovation Statistics journal April 2007
An Assessment of the NCEP, NASA, and ECMWF Reanalyses over the Tropical West Pacific Warm Pool journal January 2000
A closer look at United States and global surface temperature change journal October 2001
Metadata from WMO Publication No. 47 and an Assessment of Voluntary Observing Ship Observation Heights in ICOADS journal February 2007
Analysis Scheme in the Ensemble Kalman Filter journal June 1998
Atmospheric circulation anomalies during two persistent north american droughts: 1932–1939 and 1948–1957 journal April 2010
The Atmospheric Bridge: The Influence of ENSO Teleconnections on Air–Sea Interaction over the Global Oceans journal August 2002
Storm Track Predictability on Seasonal and Decadal Scales journal October 2004
Reconstruction of Global Monthly Upper-Level Temperature and Geopotential Height Fields Back to 1880 journal November 2010
Ensemble Data Assimilation with the NCEP Global Forecast System journal February 2008
Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave journal July 1997
Assessing the Increasing Trend in Northern Hemisphere Winter Storm Track Activity Using Surface Ship Observations and a Statistical Storm Track Model journal November 2007
Analysis of southeast Australian zooplankton observations of 1938–42 using synoptic oceanographic conditions journal March 2011
Unified Notation for Data Assimilation : Operational, Sequential and Variational (gtSpecial IssueltData Assimilation in Meteology and Oceanography: Theory and Practice) journal January 1997
The effect of Doppler correction on measures of storm track intensity journal May 2006
The International Best Track Archive for Climate Stewardship (IBTrACS): Unifying Tropical Cyclone Data journal March 2010
Ensemble Square Root Filters* journal July 2003
Data Assimilation book January 2009
An Assimilated Dataset for Earth Science Applications journal December 1993
Effects of Secular Changes in Frequency of Observations and Observational Errors on Monthly Mean MSLP Summary Statistics Derived from ICOADS journal September 2005
Ensemble-based atmospheric data assimilation book July 2006
Data Assimilation Using an Ensemble Kalman Filter Technique journal March 1998
The Digitized Kobe Collection, Phase I: Historical Surface Marine Meteorological Observationsin the Archive of the Japan Meteorological Agency journal December 1999
Model Error Representation in an Operational Ensemble Kalman Filter journal July 2009
Technical Note: Chemistry-climate model SOCOL: version 2.0 with improved transport and chemistry/microphysics schemes journal January 2008
Scalable Implementations of Ensemble Filter Algorithms for Data Assimilation journal August 2007
Progress and Prospects for Reanalysis for Weather and Climate journal January 2008
Sensitivity of the ERA40 reanalysis to the observing system: determination of the global atmospheric circulation from reduced observations journal October 2004
Nonlocal Boundary Layer Vertical Diffusion in a Medium-Range Forecast Model journal October 1996
Feasibility of a 100-Year Reanalysis Using Only Surface Pressure Data journal February 2006
Results of the Wartime Historical and Normal Map Program journal April 1947
Assimilation of Surface Pressure Observations Using an Ensemble Filter in an Idealized Global Atmospheric Prediction System journal August 2005
A Climatological Spectral Study of the 500 mb Geopotential Height of the Northern Hemisphere journal August 1976
An adaptive buddy check for observational quality control journal October 2001
A new subgrid-scale orographic drag parametrization: Its formulation and testing journal January 1997
The Need for a Dynamical Climate Reanalysis journal April 2007
On the use of a time sequence of surface pressures in four-dimensional data assimilation journal June 1980
An Evaluation and Intercomparison of Global Analyses from the National Meteorological Center and the European Centre for Medium Range Weather Forecasts journal September 1988
ICOADS Release 2.5: extensions and enhancements to the surface marine meteorological archive journal March 2010
The JRA-25 Reanalysis journal January 2007
The CLIVAR C20C project: selected twentieth century climate events journal August 2008
Recovery of logbooks and international marine data: the RECLAIM project journal March 2010
Global Atmospheric Sensitivity to Tropical SST Anomalies throughout the Indo-Pacific Basin journal December 2002
The Role of Sea Surface Temperature in Reanalysis journal February 2006
Asynchronous data assimilation with the EnKF journal January 2010
Early Ship Observational Data and Icoads journal November 2005
Tropical cyclone activity downscaled from NOAA-CIRES Reanalysis, 1908–1958 journal January 2010
Improvements to NOAA’s Historical Merged Land–Ocean Surface Temperature Analysis (1880–2006) journal May 2008
The Version-2 Global Precipitation Climatology Project (GPCP) Monthly Precipitation Analysis (1979–Present) journal December 2003
Implementation of Noah land surface model advances in the National Centers for Environmental Prediction operational mesoscale Eta model journal November 2003
Reanalyses Suitable for Characterizing Long-Term Trends journal March 2010
CLIWOC: A Climatological Database for the World's Oceans 1750–1854 journal November 2005
Canadian pressure observations and circulation variability: links to air temperature journal January 2005
Distance-Dependent Filtering of Background Error Covariance Estimates in an Ensemble Kalman Filter journal November 2001
The Ensemble Kalman Filter: theoretical formulation and practical implementation journal November 2003
A Sequential Ensemble Kalman Filter for Atmospheric Data Assimilation journal January 2001
RESOURCES - NOAA's Climate Database Modernization Program: Rescuing, Archiving, and Digitizing History journal July 2007
Uncertainty estimates in regional and global observed temperature changes: A new data set from 1850 journal January 2006
Construction of correlation functions in two and three dimensions journal January 1999
A historical upper air-data set for the 1939-44 period: HISTORICAL UPPER-AIR DATA SET journal June 2003
A New Globally Complete Monthly Historical Gridded Mean Sea Level Pressure Dataset (HadSLP2): 1850–2004 journal November 2006
Invention and Development of the Radiosonde with a Catalog of Upper-Atmospheric Telemetering Probes in the National Museum of American History, Smithsonian Institution journal January 2002
An Alternative Sea Level Pressure Reduction and a Statistical Comparison of Geostrophic Wind Estimates with Observed Surface Winds journal October 1990
Atmospheric Data Assimilation with an Ensemble Kalman Filter: Results with Real Observations journal March 2005
Are band-pass variance statistics useful measures of storm track activity? Re-examining storm track variability associated with the NAO using multiple storm track measures journal February 2009
Comparisons of Soundings with Radio-Meteorographs, Aerographs and Meteorographs. journal April 1938
Ensemble Data Assimilation without Perturbed Observations journal July 2002
Daily Mean Sea Level Pressure Reconstructions for the European–North Atlantic Region for the Period 1850–2003 journal June 2006
Robust Responses of the Hydrological Cycle to Global Warming journal November 2006
Changes of Subseasonal Variability Associated with El Niño journal August 2001
Teleconnections in the Geopotential Height Field during the Northern Hemisphere Winter journal April 1981
Interannual-to-decadal variability of the stratosphere during the 20th century: ensemble simulations with a chemistry-climate model journal January 2008
The NCEP Climate Forecast System journal August 2006
Storm Track Variations As Seen in Radiosonde Observations and Reanalysis Data journal February 2003
Variational bias correction of satellite radiance data in the ERA-Interim reanalysis journal October 2009
An Overview of the Results of the Atmospheric Model Intercomparison Project (AMIP I) journal January 1999
Recent Changes Implemented into the Global Forecast System at NMC journal September 1991
Simultaneous estimation of covariance inflation and observation errors within an ensemble Kalman filter
  • Li, Hong; Kalnay, Eugenia; Miyoshi, Takemasa
  • Quarterly Journal of the Royal Meteorological Society, Vol. 135, Issue 639 https://doi.org/10.1002/qj.371
journal January 2009
Analysis methods for numerical weather prediction journal October 1986
Overview of the Integrated Global Radiosonde Archive journal January 2006
The ERA-40 re-analysis journal October 2005
Quantifying random measurement errors in Voluntary Observing Ships' meteorological observations journal January 2005
Evaluation of Global Precipitation in Reanalyses journal September 2008
ICOADS release 2.1 data and products journal January 2005
An Evaluation of the Apparent Interdecadal Shift in the Tropical Divergent Circulation in the NCEP–NCAR Reanalysis journal January 2004
Can climate trends be calculated from reanalysis data? journal January 2004
A Monte Carlo Implementation of the Nonlinear Filtering Problem to Produce Ensemble Assimilations and Forecasts journal December 1999
The NCEP–NCAR 50–Year Reanalysis: Monthly Means CD–ROM and Documentation journal February 2001
New approaches for extending the twentieth century climate record journal January 2005
Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century journal January 2003
Assimilation of Station Level Pressure and Errors in Station Height journal March 1995
An investigation into the application of an ensemble Kalman smoother to high-dimensional geophysical systems journal January 2008
The NCEP Climate Forecast System Reanalysis journal August 2010
Ensemble Size, Balance, and Model-Error Representation in an Ensemble Kalman Filter* journal November 2002
The NCEP/NCAR 40-Year Reanalysis Project journal March 1996
The Mass of the Atmosphere: A Constraint on Global Analyses journal March 2005
Ensemble Kalman filtering journal October 2005
A Comparison of Variational and Ensemble-Based Data Assimilation Systems for Reanalysis of Sparse Observations journal June 2009
The 1918/19 El Niño journal February 2010
The Baroclinic χ Problem and Its Application to the Diagnosis of Atmospheric Heating Rates journal April 1993