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Dive into the research topics where Sayaka Yasunaka is active.

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Featured researches published by Sayaka Yasunaka.


Climate Dynamics | 2013

An overview of decadal climate predictability in a multi-model ensemble by climate model MIROC

Yoshimitsu Chikamoto; Masahide Kimoto; Masayoshi Ishii; Takashi Mochizuki; Takashi T. Sakamoto; Hiroaki Tatebe; Yoshiki Komuro; Masahiro Watanabe; Toru Nozawa; Hideo Shiogama; Masato Mori; Sayaka Yasunaka; Yukiko Imada

Decadal climate predictability is examined in hindcast experiments by a multi-model ensemble using three versions of the coupled atmosphere-ocean model MIROC. In these hindcast experiments, initial conditions are obtained from an anomaly assimilation procedure using the observed oceanic temperature and salinity with prescribed natural and anthropogenic forcings on the basis of the historical data and future emission scenarios in the Intergovernmental Panel of Climate Change. Results of the multi-model ensemble in our hindcast experiments show that predictability of surface air temperature (SAT) anomalies on decadal timescales mostly originates from externally forced variability. Although the predictable component of internally generated variability has considerably smaller SAT variance than that of externally forced variability, ocean subsurface temperature variability has predictive skills over almost a decade, particularly in the North Pacific and the North Atlantic where dominant signals associated with Pacific decadal oscillation (PDO) and the Atlantic multidecadal oscillation (AMO) are observed. Initialization enhances the predictive skills of AMO and PDO indices and slightly improves those of global mean temperature anomalies. Improvement of these predictive skills in the multi-model ensemble is higher than that in a single-model ensemble.


Geophysical Research Letters | 2014

North Pacific dissolved inorganic carbon variations related to the Pacific Decadal Oscillation

Sayaka Yasunaka; Yukihiro Nojiri; S. Nakaoka; Tsuneo Ono; Hitoshi Mukai; Norihisa Usui

We elucidated multiyear variations of sea surface dissolved inorganic carbon (DIC) concentrations in the North Pacific from 2002 to 2008 by using monthly DIC maps derived from partial pressure CO2 observations. The Pacific Decadal Oscillation (PDO) was related to an east-west seesaw pattern in the North Pacific DIC anomaly field. In the western North Pacific, DIC concentrations were relatively high from mid-2002 to mid-2005 and low after late 2007 compared with climatological values, and in the eastern North Pacific the opposite change was observed. Changes of the forcing factors associated with the PDO could explain the DIC east-west seesaw pattern: horizontal advection, freshwater fluxes and vertical mixing in most regions, CO2 fluxes south of 40°N, and biological production in the subarctic.


Journal of The Meteorological Society of Japan | 2012

The Initialization of the MIROC Climate Models with Hydrographic Data Assimilation for Decadal Prediction

Hiroaki Tatebe; Masayoshi Ishii; Takashi Mochizuki; Yoshimitsu Chikamoto; Takashi T. Sakamoto; Yoshiki Komuro; Masato Mori; Sayaka Yasunaka; Masahiro Watanabe; Koji Ogochi; Tatsuo Suzuki; Teruyuki Nishimura; Masahide Kimoto


Biogeosciences | 2013

Estimating temporal and spatial variation of ocean surface p CO 2 in the North Pacific using a self-organizing map neural network technique

S. Nakaoka; M. Telszewski; Yukihiro Nojiri; Sayaka Yasunaka; C. Miyazaki; Hitoshi Mukai; N. Usui


Journal of Geophysical Research | 2013

Monthly maps of sea surface dissolved inorganic carbon in the North Pacific: Basin‐wide distribution and seasonal variation

Sayaka Yasunaka; Yukihiro Nojiri; S. Nakaoka; Tsuneo Ono; Hitoshi Mukai; Norihisa Usui


Journal of Oceanography | 2013

Upper ocean warming pattern in the past 50 years

Sayaka Yasunaka; Masahide Kimoto


Japan Geoscience Union | 2017

Multi-year estimate of the air-sea CO2 flux in the Arctic with the use of the chlorophyll-a concentration

Sayaka Yasunaka; Eko Siswanto; Are Olsen; Mario Hoppema; Eiji Watanabe; Agneta Fransson; Melissa Chierici; Akihiko Murata; Naohiro Kosugi; S. K. Lauvset; Jeremy T. Mathis


Japan Geoscience Union | 2017

Mapping of monthly climatology of global ocean surface nutrient by a feed forward neural network

Yukihiro Nojiri; Chika Kusakabe; Yoko Ohaga; Chisato Wada; Jiye Zeng; S. Nakaoka; Sayaka Yasunaka


Japan Geoscience Union | 2017

Surface nutrients in the North Pacific from ship-of-opportunity observation

Sayaka Yasunaka; Yukihiro Nojiri; Tsuneo Ono; Shin-Ichiro Nakaoka; Frank A. Whitney


Geophysical Research Letters | 2014

North Pacific dissolved inorganic carbon variations related to the Pacific Decadal Oscillation: YASUNAKA ET. AL.; DIC VARIATIONS RELATED TO THE PDO

Sayaka Yasunaka; Yukihiro Nojiri; S. Nakaoka; Tsuneo Ono; Hitoshi Mukai; Norihisa Usui

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Yukihiro Nojiri

National Institute for Environmental Studies

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S. Nakaoka

National Institute for Environmental Studies

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Hitoshi Mukai

National Institute for Environmental Studies

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Norihisa Usui

Japan Meteorological Agency

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Hiroaki Tatebe

Japan Agency for Marine-Earth Science and Technology

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Masayoshi Ishii

Japan Meteorological Agency

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