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近藤 俊明*; 寺本 宗正*; 中根 周歩*; 高木 健太郎*; 小嵐 淳; 安藤 麻里子; 高木 正博*; 石田 祐宣*; Liang, N.*
no journal, ,
The carbon stored belowground is transferred to the atmosphere by microbial decomposition of soil organic carbon. This phenomenon is called as soil respiration, and the global soil respiration is estimated at 98 
12 GtC, which is far more than that released by annual fossil-fuel CO
emissions. Because the amount of soil respiration increases with a rise in temperature mainly due to accelerated microbial decomposition of soil organic carbon, several simulations suggested that global warming-induced increases in soil respiration represent an important positive feedback loop to climate change. On the other hand, the deceleration of soil respiration under warming condition, i.e. negative feedback, was observed in some field experiments. Thus, the magnitude and timing of this feedback still remain unclear, because of the difficulty in measuring the response of diverse and huge soil microbiota to global warming. In this presentation, we measure the amount and species composition of soil microbiota in five soil warming experiment sites throughout Japan by using the Next Generation Sequencing, and discuss the response of soil microbiota to global warming.
寺本 宗正*; 近藤 俊明*; Liang, N.*; Zeng, J.*; 中根 周歩*; 小嵐 淳; 安藤 麻里子
no journal, ,
Soil respiration is the second largest carbon flux in terrestrial ecosystem, and it consists of soil organic carbon decomposition by microbiota (heterotrophic respiration, Rh) and plant root respiration. Rh corresponds to more than half of soil respiration and increases exponentially along with temperature rise. Therefore, it is possible that global warming increases Rh, and the increased Rh further accelerates global warming (positive feedback). To examine the long-term warming effect on Rh, we set multi-channel automated chamber and artificial warming system in a warm-temperate evergreen broad-leaved forest in Higashi Hiroshima, western Japan. Seasonal changes of CO effluxes in control (Rh) and warmed (Rhw) treatment were largely dependent on soil temperature. However, the influence of soil moisture was also strong during summer period from July to September due to low precipitation. Annual Q
values were ranged from 2.19 to 3.64 in Rh and from 2.11 to 3.57 in Rhw. Stimulatory warming effect on Rh was continuously confirmed over the 10 years of observation. The annual increased ratio of Rh due to soil warming by 1
C (annual warming effect) ranged from 4.2 to 13.5%. There was a marginally significant relationship between summer precipitation and annual warming effect. The result suggested that the annual warming effect was controlled by summer precipitation and resulting soil moisture level in this research site.
寺本 宗正*; 近藤 俊明*; Liang, N.*; Zeng, J.*; 中根 周歩*; 小嵐 淳; 安藤 麻里子
no journal, ,
Globally, soil contains around 3,000 GtC of soil organic carbon (SOC). SOC is decomposed by soil microbiota, and CO is released to the atmosphere (heterotrophic respiration, Rh). Global annual Rh is estimated as 51-57 GtC, and this large CO efflux increases exponentially along with temperature rise. Therefore, it is possible that global warming increases Rh, and the increased Rh further accelerates global warming (positive feedback). To examine the long-term feedback of SOC decomposition to global warming in Asian monsoon forest region, we set multi-channel automated chamber and artificial warming system in a warm-temperate evergreen broad-leaved forest in Higashi Hiroshima, western Japan, in September 2007. Remarkable exponential relationship between soil temperature and soil CO efflux was confirmed each year. However, significant and strong relationship between soil moisture and soil CO efflux was also observed during summer period from July to September. No decreasing trend of stimulatory warming effect on Rh was confirmed over the 10 years of observation. There was a marginally significant relationship between summer precipitation and annual warming effect. This study suggested the relationship between moist environment in Asian monsoon region and the sustained stimulatory soil warming effect on SOC decomposition.
寺本 宗正*; Liang, N.*; 高木 健太郎*; 近藤 俊明*; 近藤 俊明*; 小嵐 淳; 安藤 麻里子; 高木 正博*; 石田 祐宣*; 楢本 正明*; et al.
no journal, ,
Soil respiration (Rs) consists of root respiration and heterotrophic respiration (Rh, decomposition of soil organic carbon by soil microbiota). Rh contributes to more than the half of Rs. Because Rh exponentially increases with temperature, it is concerned that increased Rh under future warmer environment might be further accelerate global warming (positive feedback). Therefore, long-term response of Rh to global warming is one of the most important elements for precise prediction for future climate change. Soil warming experiment in field is one of the effective methods to examine the long-term response of Rh against global warming. However, such long-term monitoring data under warmed environment is totally limited, especially in Asian monsoon region. To examine long-term response of Rh in Asian monsoon forest soil, we installed the same multi-channel automated chamber measurement system in typical forests in Asian monsoon region, and we conducted several years of soil warming experiments. In this presentation, we show the long-term response of Rh against artificial soil warming and control factors for the seasonal and inter-annual variation of the warming effect on Rh in those several forest ecosystems.
寺本 宗正*; 近藤 俊明*; Liang, N.*; Zeng, J.*; 中根 周歩*; 小嵐 淳; 安藤 麻里子; 荒巻 能史*; 冨松 元*; Zhao, X.*
no journal, ,
温暖化が土壌有機炭素分解に与える影響を長期的に評価するため、東広島のアラカシ林において自動開閉チャンバーシステムと土壌を温暖化するための赤外線ヒーターを設置して、微生物による土壌有機炭素分解に由来するCOのフラックスを連続的に観測した。温暖化によって増加したCOフラックスの割合(温暖化効果)は、同様の手法によってアジアモンスーン地域の森林において行われた報告よりも相対的に小さかった。これには、本サイトにおける土壌が夏季に乾燥影響を強く受けることが関わっているものと考えられた。しかしながら、欧米における報告とは異なり、約12年の温暖化処理を経ても温暖化効果は低減の傾向を示さなかった。
寺本 宗正*; 近藤 俊明*; Liang, N.*; 小嵐 淳; 安藤 麻里子; Zeng, J.*; Sun, L.*; 中根 周歩*; 荒巻 能史*
no journal, ,
土壌からは多量の二酸化炭素(CO)が土壌呼吸として排出されており、土壌呼吸のうち半分以上は、土壌有機炭素の微生物による分解(微生物呼吸)に起因するものとされる。微生物呼吸は温度の上昇に対して指数関数的に上昇する性質をもつため、地球温暖化によって土壌呼吸および微生物呼吸が増加し、さらに温暖化に拍車をかけるという悪循環が懸念されている。その一方で、土壌はメタン(CH
)の吸収源としても機能しているが、土壌CHフラックスへの温暖化影響に関しては、統一的な見解が得られていない。これら土壌炭素フラックス(CO, CH)が、長期的な温暖化条件下でどのように変化するのかは、温暖化の将来予測の観点からも重要である。本講演では、長期的な温暖化が土壌炭素フラックスにおよぼす影響に関し、長期観測に基づく定量的な評価結果を紹介するとともに、その原因となるメカニズムに関しても議論したい。
市井 和仁*; 山貫 緋称*; Liang, N.*; 寺本 宗正*; 高橋 善幸*; Zeng, J.*; 高木 健太郎*; 平野 高司*; 石田 祐宣*; 高木 正博*; et al.
no journal, ,
陸域生態系のCO等のフラックスの推定には、近年はAsiaFluxやFLUXNETなど観測ネットワーク網や衛星リモートセンシングデータの充実により、観測データに基づく推定(データ駆動型(data-driven)の推定)が可能になってきた。一方、「土壌呼吸」に関しては、様々な課題を抱えており、広域推定は十分には実現されていない。国立環境研究所らのグループでは統一された観測手法・データ処理手法によるアジア域のチャンバー連続観測ネットワークを構築しており課題を解決できる可能性がある。そこで、我々は、衛星データと機械学習を用いることで土壌呼吸の広域推定を試みている。まずは、日本を対象にした8観測サイトのデータを用いた解析を進めている。本発表では、(1)AsiaFluxやFLUXNETデータベースと衛星観測データを利用して機械学習法を適用することによるCOフラックス(総一次生産量,生態系CO交換量)推定手法の紹介と、(2)土壌呼吸ネットワークと衛星観測データと機械学習を用いた土壌呼吸の広域推定と既存のデータセットとの比較解析について紹介し、今後の課題についても議論したい。
山貫 緋称*; 市井 和仁*; Liang, N.*; 寺本 宗正*; 高橋 善幸*; Zeng, J.*; 高木 健太郎*; 平野 高司*; 石田 祐宣*; 高木 正博*; et al.
no journal, ,
In this study, we updated our data-driven estimation of soil respiration (SR) across Japan with observation data (eight sites across Japan), remote sensing data (MODIS land products), and random forest regression. Our estimation shows a reasonable performance with R
=0.87 for remote sensing only model and R = 0.91 for remote sensing and in-situ combined model. Based on the established model, we also produced upscaled estimations of SR across Japan with 1km spatial resolution from 2000 to 2020. Intercomparison of our estimation with other available datasets was also conducted to understand advantages of our estimation. Our results show spatially more explicit variations compared with other global products. In addition, our advantage is to capture temporal variations (e.g. 8 days). We also confirmed that previous estimations do not reproduce our observation network datasets, indicating consistent observation approach is important to upscale soil respiration.