Application of Japanese Reanalysis JRA-25 for climate information - - PowerPoint PPT Presentation

application of japanese reanalysis jra 25 for climate
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Application of Japanese Reanalysis JRA-25 for climate information - - PowerPoint PPT Presentation

Application of Japanese Reanalysis JRA-25 for climate information Kazutoshi Onogi Climate Prediction Division, JMA 21 Feb. 2007, OPRF Contents Introduction of reanalysis and JRA-25 Performance of JRA-25 JRA-25 applications


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Application of Japanese Reanalysis JRA-25 for climate information

Kazutoshi Onogi Climate Prediction Division, JMA

21 Feb. 2007, OPRF

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Contents

  • Introduction of reanalysis and JRA-25
  • Performance of JRA-25
  • JRA-25 applications
  • Data service and announcement
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Conception of Long-term Reanalysis

Observation for decades

★Satellite (1979~2004) ★Conventional (1958~2004)

地上気象観測

TOVS SSM/I

★Tropical Cyclone Wind Retrieval

Operational Numerical Analysis & Prediction System Super Computer System

Japanese 25-year Reanalysis

JRA-25

(1979-2004)

Consistent Best Estimation of Global Atmospheric & Surface Climate

Temporally Consistent Global Coverage Comprehensive Archives Many physical variables

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Long-term Reanalyses

1960 1970 1980 1990 2000 1950

NCEP/NCAR

R1

NCEP/DOE

R2

ECMWF

ERA-15

ECMWF

ERA-40

JMA/CRIEPI

JRA-25

Real Time 1948 1979 1979 1979 1993 1957.9 2002.8 NASA/DAO

GEOS-I

1980 1995 Thickness: Resolution, Allow of a Bar: Operational Climate Data Assimilation System

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  • Joint research project of JMA and CRIEPI
  • The first reanalysis project in Asia
  • Assimilation & Forecast Model:

JMA’s Operational 3-Dimensional Variational

DA Scheme JMA GSM T106, 40 layers with top at 0.4hPa Land model : JMA SiB and Snow Analysis

  • Reanalysis Period : 1979-2004 (26 years)

The analysis cycle was transitioned to JCDAS(JMA CDAS) after JRA-25 completion.

Outline of JRA-25

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Source Data

  • JMA historical conventional observation dataset
  • ECMWF & NCEP merged data (ERA-40 observation)
  • TOVS/ATOVS brightness temperature (level 1c)
  • SSM/I (SMMR) retrieved precipitable water and snow coverage
  • GMS/METEOSAT re-processed atmospheric motion winds
  • COBE SST and sea ice produced by JMA
  • 3-Dimensional historical daily ozone data
  • Tropical cyclone wind retrieval from best tracks by Dr M. Fiorino
  • Chinese snow depth digitized from printed reports
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Courtesy: H. Koide

SSM/I PW assimilated

Correlation of Monthly Precipitation with GPCPv2

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Global Detection rate of Tropical Cyclones

Grey:Observed TC (Best track) Blue : Detected TC

The detecting method is based on relative vorticity, sea level pressure (SLP) and middle to upper tropospheric thickness.

Courtesy: H. Hatsushika

JRA-25 and ERA-40

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Trend of Surface temperature

Global Temperature Anomaly

JRA-25, ERA-40, CRU(Jones) Top : monthly mean, Bottom : 5-year moving avarage

Distribution of tendency (K/decade)

JRA-25 and ERA-40

Courtesy: J. Tsutsui

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Unrealistic positive anomaly area due to the difference of the models is found in (b).

Monthly mean 850hPa temperature and anomaly (July 2004)

(a)

(℃)

(b)

(℃)

New (JRA-25 both for normal and analysis) Old (ERA-15 for normal and Pre-JCDAS for analysis)

Climate monitoring

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  • The index is defined as regional mean (5S-5N, 130W-100W) zonal

wind anomalies normalized its standard deviation at 850hPa.

  • The old product was combined the 3 data sources.
  • The index should be positive (westerly) anomaly in El Nino periods.

Negative bias is found in the old after 1994 while no bias in the new.

Time series of monthly mean equatorial zonal index in the Eastern Pacific

  • 2
  • 1.5
  • 1
  • 0.5

0.5 1 1.5 2 2.5 3 1979 1981 1983 1985 1987 1989 1991 1993 1995 1997 1999 2001 2003 2005 new product

  • ld product

ERA-15 GANAL PreJCDAS JRA-25

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Extremely Cool: central Asia Extremely hot: central to southern China Heavy rain: Korea to Japan Heat Waves: western North America

The active Rossby wave propagation brought large circulation anomalies resulting in extreme weather. The propagation is well represented in JCDAS.

Time-longitude cross section of 250hPa stream function anomaly averaged in 40-50N (July 2006)

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SVSLRF

Standard Verification System for Long Range Forecast of WMO

ROC areas of predicted categories probabilities of 3-monthly mean T2m in the Northern extra-tropics for each season. Left : upper category, Right : lower category CRU and ERA-40 are currently recommended as reference data. Quality of JRA-25 is comparable to them, also JRA-25 can be used as reference.

% %

( ROC : Relative Operating Characteristics )

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OHC anomaly SST anomaly

(COBE-SST)

Previous New (using JRA-25) Warm water Kelvin wave in May 1986 triggered the 1986/87 El Nino event.

( OHC : Ocean Heat Content )

Sea surface wind, heat flux and precipitation of JRA-25 are used in the New.

Reproduction of El Nino event in 1986/87

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Downscaling application

TCC (Tokyo Climate Center)

Statistic relationships are estimated between local observations and large scale atmospheric field using JRA-25. Monthly averaged temperature and precipitation are estimated from the nearest JRA-25 GPV of each station.

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Application of JRA-25 for operation and research

Extreme Event / Seasonal Forecast

Monitoring worldwide extreme events and climate system Atmospheric, terrestrial and oceanic initial and verification data for seasonal prediction model, El Nino prediction model Forcing data for ocean models

Earth Environment

Carbon cycle, reference data for ozone analysis Forcing data for a chemical transport model

Climate and environmental research

Extreme events, climate change, development and improvement of seasonal prediction model Analysis of Energy and water cycle, for any research

JRA-25+JCDAS

Climate information

・Time series of a station ・JRA-25 Atlas

JRA-25 & JCDAS data are available for research use through the internet.

To provide proper initial and boundary data to perform numerical experiments for severe events in the past.

For meso-scale regional models

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Extended applications

  • Exhibition of ‘Miraikan’ museum

– Estimation of possibility of solar power plant

  • Atmospheric reference for launching a

rocket (JAXA)

– Estimation of strength of rocket body

  • Precipitation climatology map

(Chronological Scientific : “Rika Nenpyo”)

– Japanese general science handbook

  • Database for agricultural meteorological

application

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JRA-25 official page http://jra.kishou.go.jp/

Data Service

JRA-25 & JCDAS official data

The data are available for research purpose.

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JRA-25 paper / report

  • The JRA-25 Reanalysis

JMSJ (Journal of Meteorological Society of Japan), likely to be

accepted in March.

  • K. Onogi, J. Tsusui, H. Koide, M. Sakamoto, S. Kobayashi, H. Hatsushika,
  • T. Matsumoto, N. Yamazaki, H. Kamahori, K. Takahashi, S. Kadokura,
  • K. Wada, K. Kato, R. Oyama, T. Ose, N. Mannoji and R. Taira
  • JRA-25 : Japanese 25-year Reanalysis

– progress and status –

Onogi et al. (2005), QJRMS, 131, 3259-3268. Special issue of the WMO 4th DA workshop (April 2005)

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The 3rd WCRP International The 3rd WCRP International Conference on Reanalysis Conference on Reanalysis

To be held in Tokyo from 28th Jan. to 1st Feb. 2008

Announcement

Co-host : JMA, CRIEPI and the University of Tokyo

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The 3rd WCRP Reanalysis Conference

Agenda

  • Introduction of reanalysis
  • Applications of reanalysis products
  • Characteristics of reanalysis products
  • Data assimilation techniques for

reanalysis

  • Future reanalysis
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The 3rd WCRP Reanalysis Conference

  • No registration fee is charged.
  • Financial supports from WCRP, GCOS and

GEO are available.

  • Many participants from Asian countries are

expected.

– Probably many participants come from the US and Europe.