Art

J-GLOBAL ID：201702251875666036   Reference number：17A0884545

New data-driven estimation of terrestrial CO₂ fluxes in Asia using a standardized database of eddy covariance measurements, remote sensing data, and support vector regression

渦共分散測定,リモートセンシングデータおよびサポートベクター回帰の標準化されたデータベースを用いたアジアの地上CO_2フラックスの新しいデータ駆動型推定【Powered by NICT】

Author (39)： Ichii Kazuhito (Department of Environmental Geochemical Cycle Research, Japan Agency for Marine-Earth Science and Technology, Yokohama, Japan) ,  Ichii Kazuhito (Center for Global Environmental Research, National Institute for Environmental Studies, Tsukuba, Japan) ,  Ichii Kazuhito (Now at Center for Environmental Remote Sensing, Chiba University, Chiba, Japan) ,  Ueyama Masahito (Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Sakai, Japan) ,  Kondo Masayuki (Department of Environmental Geochemical Cycle Research, Japan Agency for Marine-Earth Science and Technology, Yokohama, Japan) ,  Kondo Masayuki (Now at Center for Environmental Remote Sensing, Chiba University, Chiba, Japan) ,  Saigusa Nobuko (Center for Global Environmental Research, National Institute for Environmental Studies, Tsukuba, Japan) ,  Kim Joon (Department of Landscape Architecture and Rural Systems Engineering, Interdisciplinary Program in Agricultural and Forest Meteorology, Seoul National University, Seoul, South Korea) ,  Kim Joon (National Center for AgroMeteorology, Seoul, South Korea) ,  Alberto Ma. Carmelita (International Rice Research Institute, Los Banos, Philippines) ,  Ardo Jonas (Department of Physical Geography and Ecosystem Science, Lund University, Lund, Sweden) ,  Euskirchen Eugenie S. (Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, Alaska, USA) ,  Kang Minseok (National Center for AgroMeteorology, Seoul, South Korea) ,  Hirano Takashi (Research Faculty of Agriculture, Hokkaido University, Sapporo, Japan) ,  Joiner Joanna (NASA Goddard Space Flight Center, Greenbelt, Maryland, USA) ,  Kobayashi Hideki (Department of Environmental Geochemical Cycle Research, Japan Agency for Marine-Earth Science and Technology, Yokohama, Japan) ,  Marchesini Luca Belelli (Earth and Climate Cluster, Department of Earth Sciences, VU University Amsterdam, Amsterdam, Netherlands) ,  Marchesini Luca Belelli (School of Natural Sciences, Far Eastern Federal University, Vladivostok, Russia) ,  Merbold Lutz (Mazingira Centre, International Livestock Research Institute, Nairobi, Kenya) ,  Merbold Lutz (Department of Environmental Systems Science, Institute of Agricultural Sciences, Grassland Sciences, ETH Zurich, Zurich, Switzerland) ,  Miyata Akira (Institute for Agro-Environmental Sciences, NARO, Tsukuba, Japan) ,  Saitoh Taku M. (River Basin Research Center, Gifu University, Gifu, Japan) ,  Takagi Kentaro (Field Science Center for Northern Biosphere, Hokkaido University, Sapporo, Japan) ,  Varlagin Andrej (A.N. Severtsov Institute of Ecology and Evolution RAS, Moscow, Russia) ,  Bret-Harte M. Syndonia (Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, Alaska, USA) ,  Kitamura Kenzo (Kyushu Research Center, Forestry and Forest Products Research Institute, Kumamoto, Japan) ,  Kosugi Yoshiko (Graduate School of Agriculture, Kyoto University, Kyoto, Japan) ,  Kotani Ayumi (Graduate School of Bioagricultural Sciences, Nagoya University, Nagoya, Japan) ,  Kumar Kireet (GBP National Institute of Himalayan Environment and Sustainable Development, Almora, India) ,  Li Sheng-Gong (Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China) ,  Machimura Takashi (Graduate School of Engineering, Osaka University, Suita, Japan) ,  Matsuura Yojiro (Center for International Partnerships and Research on Climate Change, Forestry and Forest Products Research Institute, Tsukuba, Japan) ,  Mizoguchi Yasuko (Hokkaido Research Center, Forestry and Forest Products Research Institute, Sapporo, Japan) ,  Ohta Takeshi (Graduate School of Bioagricultural Sciences, Nagoya University, Nagoya, Japan) ,  Mukherjee Sandipan (GBP National Institute of Himalayan Environment and Sustainable Development, Almora, India) ,  Yanagi Yuji (Department of Environmental Geochemical Cycle Research, Japan Agency for Marine-Earth Science and Technology, Yokohama, Japan) ,  Yasuda Yukio (Department of Meteorological Environment, Forestry and Forest Products Research Institute, Tsukuba, Japan) ,  Zhang Yiping (Key Laboratory of Tropical Forest Ecology, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Mengla County, China) ,  Zhao Fenghua (Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China)
Material： Journal of Geophysical Research: Biogeosciences  (J Geophys Res Biogeosci)
Volume： 122  Issue： 4  Page： 767-795  Publication year： 2017 
JST Material Number： W2384A  ISSN： 2169-8953  CODEN： JGREA2  Document type： Article
Article type： 原著論文  Country of issue： United States (USA)  Language： ENGLISH (EN)

Abstract/Point： The lack of a standardized dat...

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Thesaurus term： Siberia ,  *standardization ,  greenhouse effect gas ,  East Asia ,  *database ,  *remote sensing ,  model ,  South Asia ,  climate ,  *Asia ,  ecosystem ,  Southeast Asia ,  sensor
Semi thesaurus term： *データ駆動 ,  *渦共分散 , 【Automatic Indexing@JST】

Author keywords (6)： terrestrial CO2 flux ,  data-driven model ,  eddy covariance data ,  remote sensing ,  Asia ,  upscaling

JST classification (2)： Forest mensuration(=dendrometry)  (FF01040T) ,  Remote sensing in general  (AD04000L)

Terms in the title (10)： 渦共分散 ,  リモートセンシングデータ ,  サポートベクター回帰 ,  標準化 ,  データベース ,  アジア ,  地上 ,  フラックス ,  データ駆動 ,  推定