SST产品误差在海-气CO_2通量计算中的传递及贡献分析     

窦文洁  蒋锦刚  周斌  于之锋  白雁  何贤强 《海洋与湖沼》2014,(1)

海-气界面CO2通量的估算对于碳的生物地球化学循环和全球气候变化等研究具有重要的意义,利用遥感手段是进行全球尺度海表面碳通量估算的唯一手段,但是由于不确定性的存在限制了海-气界面CO2通量遥感估算产品在决策应用上的可靠性。本文通过建立海-气界面CO2通量直接控制参量(气体交换速率k、海表面CO2溶解度S和海表面CO2分压pCO2sw)误差结构图,以通量估算的主要影响因子——海表温度(SST)为例,建立了SST在通量计算中的误差传递流程图,并采用Monte Carlo方法模拟了SST误差在通量计算中的传递规律和对最终误差的贡献。结果表明在遥感SST误差为±0.5°C并为正态分布的假设下,误差在k、S计算中的传递为指数分布和近似指数分布,而在pCO2sw模型计算中为正态分布,最终在通量FC O中的传递为指数分布;在大气CO22分压为固定值370μatm的情况下,SST对最终的通量结果带来的误差为±1.2mmol/(m2·d)左右。本文以SST为例,提供了一种通量计算中遥感参数误差传递和贡献的计算方法,可以为其它遥感获取的参量提供分析依据和参考。  相似文献   

遥感SST产品误差在海-气CO2通量计算中的传递及贡献分析     

窦文洁 《海洋与湖沼》2014,45(1):148-156

海-气界面CO2通量的估算对于碳的生物地球化学循环和全球气候变化等研究具有重要的意义,利用遥感手段是进行全球尺度海表面碳通量估算的唯一手段,但是由于不确定性的存在限制了海-气界面CO2通量遥感估算产品在决策应用上的可靠性。本文通过建立海-气界面CO2通量直接控制参量(气体交换速率k、海表面CO2溶解度S和海表面CO2分压pCO2sw)误差结构图,以通量估算的主要影响因子—海表温度（SST）为例,建立了SST在通量计算中的误差传递流程图,并采用Monte Carlo方法模拟了SST误差在通量计算中的传递规律和对最终误差的贡献。结果表明在遥感SST误差为0.5℃并为正态分布的假设下,误差在k、S计算中的传递为指数分布和近似指数分布,而在pCO2sw模型计算中为正态分布,最终在通量FCO2中的传递为指数分布;在大气CO2分压为固定值370μatm的情况下,SST对最终的通量结果带来的误差为1.2mmol?m-2?day-1左右。本文以SST为例,提供了一种通量计算中遥感参数误差传递和贡献的计算方法,可以为其他遥感获取的参量提供分析依据和参考。  相似文献   

基于浮标观测的春季青岛近岸海水pCO₂变化及海-气CO₂通量研究     

周学杭  张洪海  马昕  陈朝晖 《海洋学研究》2023,(3):14-21

利用海-气界面浮标观测得到的高频数据,分析了春季青岛近岸海域海表二氧化碳分压(pCO₂)的变化规律及驱动因素,并对海-气CO₂通量进行了估算。观测期间该海域由大气的碳汇转变为碳源,主要是由海表pCO₂的不断增长所致。对海表pCO₂控制因素进行分析,发现温度升高是pCO₂增长的主要驱动因素,生物过程起到一定的抑制作用。海表pCO₂呈现出日变化特征,温度和生物因素对海表pCO₂日变化的作用均与太阳辐射相关,但两者的作用相反。此外,分析发现浮标的不同采样频率会对海-气CO₂通量估算产生影响,缩短采样间隔能有效降低海-气CO₂通量估算的偏差,提高估算的准确性。  相似文献   

高空间分辨率海表CO₂分压的卫星遥感反演算法：机器学习在秋季象山港的应用     

刘婷宇  白雁  朱伯仲  李腾  龚芳 《海洋学研究》2023,(1):82-95

近海海湾受人类活动及自然变化影响大,海水碳源汇格局变化影响机制极其复杂。由于海湾空间尺度小,需要使用宽波段的高空间分辨率卫星遥感对海-气CO₂通量进行监测评估。相对于传统公里级的水色卫星资料,海-气CO₂通量定量估算的关键参数——海表CO₂分压(sea surface partial pressure of CO₂,pCO₂)遥感反演在小尺度海湾具有极大的挑战性。该文以秋季象山港为例,利用走航观测pCO₂数据及近5年哨兵2号(Sentinel-2)卫星影像,采用支持向量机(support vector machine, SVM)机器学习的方法,基于Sentinel-2遥感反射率及其比值,建立了海表pCO₂的遥感反演算法。算法验证结果显示决定系数为0.92,均方根误差为23.23μatm,遥感反演结果与实测值具有较高一致性。在此基础上,制作了2017—2021年秋季(9—11月)象山港海表pCO₂遥感产品,结果表明...  相似文献   

气体交换速率和时间平均尺度对海-气碳通量估计的影响     

宋朝阳  赵栋梁  张宇铭 《海洋学报》2013,35(4):72-79

基于卫星资料建立的CCMP风场、ECMWF波浪和最新CO₂分压数据, 分别用4种以风速为单参数和2种包含海况影响的双参数气体交换速率公式, 估算了全球海-气CO₂通量, 发现前者的结果比后者平均小30%左右, 从整体上看, 与单参数公式相比, 双参数公式使得海洋中CO₂源和汇的强度均明显增强。在此基础上, 讨论了时间平均尺度对海-气CO₂通量估计的影响, 结果表明, 标量平均法比矢量平均具有更好的稳定性, 但依然使得短时间平均比长时间平均得到的CO₂通量值要大, 月平均与6 h平均相比, 单参数公式和双参数公式分别使海洋的净吸收量减少33%和5%, 说明双参数公式具有较好的稳定性。研究还发现, 1988-2009年间, 全球平均风速有增大的趋势, 2006年前后出现一个极大值, 但相应的CO₂年净通量基本保持稳定, 甚至其绝对值有所减小、海洋的吸收能力减弱的倾向。  相似文献   

海浪对北太平洋海-气二氧化碳通量的影响   总被引：1，自引：0，他引：1  

何海伦  李熠  陈大可 《海洋学报》2013,35(4):52-63

利用4种海-气界面气体传输速率公式对比研究了北太平洋气体传输速率及其CO₂通量的季节变化特征。与单纯依赖风速的算法相比, 考虑波浪影响的气体传输速率和CO₂通量在空间分布和季节变化上具有明显差异。在低纬度地区(0°～30°N), 波浪参数使气体传输速率下降, 海洋对大气CO₂的吸收减少, 而在30°N以北范围内则出现新的气体传输速率高值区, 海洋对大气的吸收增加。进一步研究了黑潮延伸体区域的气候态月平均气体传输速率和CO₂通量。结果表明, 该区域气体传输速率和CO₂通量最大值分别出现于冬季和春季, 引入波浪参数后, 虽然该区域气体传输速率和CO₂通量平均值没有明显差异, 但季节变化强度显著增强。  相似文献   

大风事件对长江口及邻近海域海-气CO2通量的影响          下载免费PDF全文

苗燕熠  王斌  李德望  金海燕  江志兵  马晓  于培松  陈建芳  王俊洋 《海洋学研究》2020,38(1):42-49

依托2017年8月23日至2017年9月6日在长江口及邻近海域连续走航测得的二氧化碳分压(pCO₂)值,结合温度、盐度、溶解氧等数据,阐述该海域pCO₂的分布特征,并利用一次大风事件前后一个断面的重复观测数据,讨论天气事件对长江口海-气CO₂通量的影响。夏季长江口及邻近海域表层海水pCO₂范围为145~929 μatm,总体呈近岸高远岸低的分布特征,在受长江冲淡水影响的区域,海表pCO₂较低,整体表现为大气CO₂的汇。大风事件(最大风速达9.7 m·s^-1)加强了水体的垂直混合,导致近岸区域从大气CO₂的弱源变为强源(CO₂通量从0.2±1.9上升到 55.0±12.4 mmol·m^-2·d^-1),而远岸区域的碳汇略有加强(CO₂通量从-12.7±2.3变为-16.8±2.5 mmol·m^-2·d^-1)。因此,在估算东海海-气CO₂通量时,台风、冷空气等短时间尺度天气事件的影响也不容忽视。  相似文献   

基于航次观测和再分析资料的南海海表二氧化碳分压反演及变化机制分析*     

邱爽  叶海军  张玉红  唐世林 《热带海洋学报》2022,41(1):106-116

海表二氧化碳分压(pCO₂)是指海洋表层水和大气之间的二氧化碳(CO₂)交换处于动态平衡时CO₂的含量, 是描述海-气CO₂交换的一个主要因子。本文利用2008—2014年覆盖南海大部分海域的海表pCO₂观测资料, 结合现场海表温度和海表盐度以及卫星观测的叶绿素a数据, 构建了基于多元线性回归方法的分区域反演模型。模型在水深浅于30m的区域均方根误差为5.3μatm, 其余海区均方根误差为10.8μatm, 与前人基于个别航次的有限区域反演结果的均方根误差相当。利用该模型公式和HYbrid Coordinate Ocean Model(HYCOM)再分析海表温、盐数据及MODIS-Aqua卫星观测的叶绿素a数据进行反演, 得到了时空分辨率为5'×5'的2004—2016年的逐月南海海表pCO₂数据。该数据能较好地反映南海海表pCO₂在海表温度影响下, 春夏高、秋冬低的季节变化特征, 与前人基于航次观测的研究结果相似, 表明反演模型具有较高的可信度。进一步分析发现, 南海及邻近海域平均海表pCO₂具有显著的准十年振荡特征: 2012年附近出现了极小值, 之前表现为降低的趋势, 之后略有升高的趋势。受海表pCO₂的影响, 南海海盆平均海-气CO₂通量在2012年之前出现了显著降低的趋势, 表明南海释放到大气中的CO₂减少, 并在2007年之后的冬季出现了负值(从碳源变为碳汇), 2012年之后变化较为平缓。热带太平洋年代际振荡引起的南海区域海表盐度变化是造成海表pCO₂及海-气CO₂通量准十年变化的主要原因。分区分析的结果表明, 南海北部海表pCO₂变化最为显著, 在南海海表pCO₂的季节和准十年变化中都起到非常重要的作用。  相似文献   

北部湾东北部春、夏季表层海水CO₂分压的24 h变化及其调控机制研究          下载免费PDF全文

许欣  王翔  胡慧娜  向荣  蔡钰灿  刘长建  张伟杰  陈际雨  马玉 《海洋学报》2023,45(3):14-26

周日观测对掌握近海碳酸盐体系变化和海-气CO₂交换过程是必要的,有助于降低碳源汇评估的不确定性。针对北部湾东北部的英罗湾-安铺港海域,于2018年4月和8月利用24 h定点逐时采样观测了该区域表层海水碳酸盐体系及相关要素,分析了春、夏季的表层海水CO₂分压(p CO₂)24 h逐时变化规律及其调控因子。观测结果表明,春、夏季p CO₂变化范围分别为530～628μatm和427～748μatm,平均海-气CO2通量分别为(1.7±0.8)mmol/(m²·d)和(1.2±0.8)mmol/(m²·d),均表现为大气CO₂的弱源。其中春季p CO₂ 24 h逐时变化受温度的影响相比夏季更显著,而夏季p CO₂对潮汐作用以及区域内沿岸河流、地下水等淡水汇入引起的生物生产和呼吸代谢过程增强的响应更明显。海水升温主导了春季区域表层高p CO₂的形成,夏季咸淡水的物理混合过程中增...  相似文献   

海?气界面气体交换速率与二氧化碳气体通量的估算     

陈元瑞  赵栋梁  林子宽 《海洋学报》2021,43(9):8-20

海?气界面CO₂通量的估算采用块体公式,其等于气体交换速率、CO₂溶解度以及海水与大气的CO₂分压差的乘积,其中的气体交换速率通常与风速相联系,不同作者提出了气体交换速率为风速不同幂次多项式的参数化方案。本文对比了气体交换速率为风速函数的主要研究结果,发现与风速多项式的依赖关系相比,观测数据所基于的观测方法对于气体交换速率的影响更大。在此基础上,本文用多种不同的气体交换速率参数化公式计算了1982?2018年全球的CO₂通量,海洋整体上是大气CO₂的汇,赤道海区是源,南北半球40°附近的海域构成沿纬向的强吸收带。37 a间,海洋CO₂通量的年平均值(以碳计)为(?1.53±0.15) Pg/a, 1999年前,海洋吸收量逐年减小,1999年达到最小值,之后海洋吸收量开始增大,海洋吸收量的增大主要发生在南大洋。  相似文献   

Air-sea CO<Subscript>2</Subscript> flux by eddy covariance technique in the equatorial Indian Ocean     

Fumiyoshi Kondo  Osamu Tsukamoto 《Journal of Oceanography》2007,63(3):449-456

Direct measurements of the air-sea CO₂ flux by the eddy covariance technique were carried out in the equatorial Indian Ocean. The turbulent flux observation system was installed at the top of the foremast of the R/V MIRAI, thus minimizing dynamical and thermal effects of the ship body. During the turbulent flux runs around the two stations, the vessel was steered into the wind at constant speed. The power spectra of the temperature or water vapor density fluctuations followed the Kolmogorov −5/3 power law, although that of the CO₂ density fluctuation showed white noise in the high frequency range. However, the cospectrum of the vertical wind velocity and CO₂ density was well matched with those of the vertical velocity and temperature or water vapor density in this frequency range, and the CO₂ white noise did not influence the CO₂ flux. The raw CO₂ fluxes due to the turbulent transport showed a sink from the air to the ocean, and had almost the same value as the source CO₂ fluxes due to the mean vertical flow, corrected by the sensible and latent heat fluxes (called the Webb correction). The total CO₂ fluxes including the Webb correction terms showed a source from the ocean to the air, and were larger than the bulk CO₂ fluxes estimated using the gas transfer velocity by mass balance techniques.  相似文献   

Global air-sea surface carbon dioxide transfer velocity and flux estimated using 17 a altimeter data and a new algorithm   总被引：1，自引：1，他引：0  

YU Tan  HE Yijun  YAN Xiaohai 《海洋学报(英文版)》2013,32(10):24-33

The global distributions of the air-sea CO2 transfer velocity and flux are retrieved from TOPEX/Poseidon and Jason altimeter data from October 1992 to December 2009 using a combined algorithm. The 17 a average global, area-weighted, Schmidt number-corrected mean gas transfer velocity is 21.26 cm/h, and the full exploration of the uncertainty of this estimate awaits further data. The average total CO2 flux （calculated by carbon） from atmosphere to ocean during the 17 a was 2.58 Pg/a. The highest transfer velocity is in the circumpolar current area, because of constant high wind speeds and currents there. This results in strong CO2 fluxes. CO2 fluxes are strong but opposite direction in the equatorial east Pacific Ocean, because the air-sea CO2 partial pressure difference is the largest in the global cceans. The results differ from the previous studies calculated using the wind speed. It is demonstrated that the air-sea transfer velocity is very important for estimating air-sea CO2 flux. It is critical to have an accurate estimation for improving calculation of CO2 flux within climate change studies.  相似文献   

Air-sea carbon-dioxide flux estimated by eddy covariance method from a buoy observation   总被引：1，自引：0，他引：1  

HUANG Yansong  SONG Jinbao  WANG Juanjuan  FAN Conghui 《海洋学报(英文版)》2012,31(6):66-71

Precise measurements of the CO2 gas transfer across the air-sea interface provide a better understanding of the global carbon cycle.The air-sea CO2 fluxes are obtained by the eddy covariance method and the bulk method from a buoy observation in the northern Huanghai sea.The effects of buoy motion on flux calculated by the eddy covariance method are demonstrated.The research shows that a motion correction can improve the correlation coefficient between the CO2 fluxes estimated from two different levels.Without the CO2-H2 O cross-correlation correction which is termed as PKT correction,the air-sea CO2 fluxes estimated by eddy covariance method using the motion corrected data are nearly an order of magnitude larger than those estimated by the bulk method.After the CO2-H2 O cross-correlation correction,some eddy covariance CO2 fluxes indeed become closer to the bulk CO2 flux,whereas some are overcorrected which are in response to small water vapor flux.  相似文献   

海-气二氧化碳交换速度影响因子的定量估计     

于潭  潘德炉  白雁  何宜军  李大伟  梁超 《海洋学报(英文版)》2016,35(11):68-78

影响海-气二氧化碳（CO₂）交换速度的多种因子已经讨论了很多年,但对各种因子的贡献却很少进行定量估计。为了更好地了解海-气交换的机制,我们讨论了不同因子对海-气交换速度的影响,并对描述海-气交换现象的各种参数化模型进行了分类和比较。然后,基于GAS EX-98和ASGAMAGE数据,我们评估了风速模型,并使用分段平均法定量地讨论了一些因子的影响,包括泡沫,波浪,风等,并考虑了它们之间的相互作用。我们发现,海-气CO₂交换速度不仅仅是风速的函数,也会受到泡沫,波浪参数和其他因素的影响。我们使用了逐步回归法和线性回归法。当考虑风速,泡沫媒介和显著波高时,均方根误差由34.53 cm·h^-1减少到16.96 cm·h^-1。定量地讨论各种因子,对于将来评估大空间尺度和长时间序列的海-气CO₂通量和全球变化是有用的。  相似文献   

中国南海、东海及黄海海域海气二氧化碳通量与生产力的物理生物地球化学模拟研究     

季轩梁  刘桂梅  高姗  王辉  张苗茵 《海洋学报(英文版)》2017,36(12):1-10

Marginal seas play important roles in regulating the global carbon budget, but there are great uncertainties in estimating carbon sources and sinks in the continental margins. A Pacific basin-wide physical-biogeochemical model is used to estimate primary productivity and air-sea CO_2 flux in the South China Sea(SCS), the East China Sea(ECS), and the Yellow Sea(YS). The model is forced with daily air-sea fluxes which are derived from the NCEP2 reanalysis from 1982 to 2005. During the period of time, the modeled monthly-mean air-sea CO_2 fluxes in these three marginal seas altered from an atmospheric carbon sink in winter to a source in summer. On annualmean basis, the SCS acts as a source of carbon to the atmosphere(16 Tg/a, calculated by carbon, released to the atmosphere), and the ECS and the YS are sinks for atmospheric carbon(–6.73 Tg/a and –5.23 Tg/a, respectively,absorbed by the ocean). The model results suggest that the sea surface temperature(SST) controls the spatial and temporal variations of the oceanic pCO_2 in the SCS and ECS, and biological removal of carbon plays a compensating role in modulating the variability of the oceanic pCO_2 and determining its strength in each sea,especially in the ECS and the SCS. However, the biological activity is the dominating factor for controlling the oceanic pCO_2 in the YS. The modeled depth-integrated primary production(IPP) over the euphotic zone shows seasonal variation features with annual-mean values of 293, 297, and 315 mg/(m~2·d) in the SCS, the ECS, and the YS, respectively. The model-integrated annual-mean new production(uptake of nitrate) values, as in carbon units, are 103, 109, and 139 mg/(m~2·d), which yield the f-ratios of 0.35, 0.37, and 0.45 for the SCS, the ECS, and the YS, respectively. Compared to the productivity in the ECS and the YS, the seasonal variation of biological productivity in the SCS is rather weak. The atmospheric pCO_2 increases from 1982 to 2005, which is consistent with the anthropogenic CO_2 input to the atmosphere. The oceanic pCO_2 increases in responses to the atmospheric pCO_2 that drives air-sea CO_2 flux in the model. The modeled increase rate of oceanic pCO_2 is0.91 μatm/a in the YS, 1.04 μatm/a in the ECS, and 1.66 μatm/a in the SCS, respectively.  相似文献   

东中国海碳循环时空变化特征:三维物理-生物地球化学数值模型研究   总被引：1，自引：1，他引：0  

季轩梁  刘桂梅  高姗  王辉  张苗茵 《海洋学报(英文版)》2017,36(3):60-71

In the east of China's seas, there is a wide range of the continental shelf. The nutrient cycle and the carbon cycle in the east of China's seas exhibit a strong variability on seasonal to decadal time scales. On the basis of a regional ocean modeling system(ROMS), a three dimensional physical-biogeochemical model including the carbon cycle with the resolution(1/12)°×(1/12)° is established to investigate the physical variations, ecosystem responses and carbon cycle consequences in the east of China's seas. The ROMS-Nutrient Phytoplankton Zooplankton Detritus(NPZD) model is driven by daily air-sea fluxes(wind stress, long wave radiation, short wave radiation, sensible heat and latent heat, freshwater fluxes) that derived from the National Centers for Environmental Prediction(NCEP) reanalysis2 from 1982 to 2005. The coupled model is capable of reproducing the observed seasonal variation characteristics over the same period in the East China Sea. The integrated air-sea CO_2 flux over the entire east of China's seas reveals a strong seasonal cycle, functioning as a source of CO_2 to the atmosphere from June to October, while serving as a sink of CO_2 to the atmosphere in the other months. The 24 a mean value of airsea CO_2 flux over the entire east of China's seas is about 1.06 mol/(m~2·a), which is equivalent to a regional total of3.22 Mt/a, indicating that in the east of China's seas there is a sink of CO_2 to the atmosphere. The partial pressure of carbon dioxide in sea water in the east of China's seas has an increasing rate of 1.15 μatm/a(1μtm/a=0.101 325Pa), but p H in sea water has an opposite tendency, which decreases with a rate of 0.001 3 a~(–1) from 1982 to 2005.Biological activity is a dominant factor that controls the pCO_2 air in the east of China's seas, and followed by a temperature. The inverse relationship between the interannual variability of air-sea CO_2 flux averaged from the domain area and Ni?o3 SST Index indicates that the carbon cycle in the east of China's seas has a high correlation with El Ni?o-Southern Oscillation(ENSO).  相似文献   

Interannual variations of the air-sea carbon dioxide exchange in the different regions of the Pacific Ocean     

LI Yangchun  XU Yongfu 《海洋学报(英文版)》2013,32(3):71-79

Interannual variations of the air-sea CO 2 exchange from 1965 to 2000 in the Pacific Ocean are studied with a Pacific Ocean model.Two numerical experiments are performed,including the control run that is forced by climatological monthly mean physical data and the climate-change run that is forced by interannually varying monthly mean physical data.Climatological monthly winds are used in both runs to calculate the coefficient of air-sea CO 2 exchange.The analysis through the differences between the two runs shows that in the tropical Pacific the variation of export production induced by interannual variations of the physical fields is negatively correlated with that of the air-sea CO 2 flux,while there is no correlation or a weak positive correlation in the subtropical North and South Pacific.It indicates that the variation of the physical fields can modulate the variation of the air-sea CO 2 flux in converse ways in the tropical Pacific by changing the direct transport and biochemical process.Under the interannually varying monthly mean forcing,the simulated EOF1 of the air-sea CO 2 flux is basically consistent with that of sea surface temperature(SST) in the tropical Pacific,but contrary in the two subtropical Pacific Ocean.The correlation coefficient between the regionally integrated air-sea CO 2 flux and area-mean SST shows that when the air-sea CO 2 flux lags SST by about 5 months,the positive coefficient in the three regions is largest,indicating that in the tropical Pacific or on the longer time scale in the three regions,physical processes control the flux-SST relationship.  相似文献   

The Air-Sea Exchange of CO2 in the East Sea (Japan Sea)     

Dong-Chan Oh  Mi-Kyung Park  Sang-Hwa Choi  Dong-Jin Kang  Sun Young Park  Jeom Shik Hwang  Andrey Andreev  Gi Hoon Hong  Kyung-Ryul Kim 《Journal of Oceanography》1999,55(2):157-169

During CREAMS expeditions, fCO₂ for surface waters was measured continuously along the cruise tracks. The fCO₂ in surface waters in summer varied in the range 320–440 μatm, showing moderate supersaturation with respect to atmospheric CO₂. In winter, however, fCO₂ showed under-saturation of CO₂ in most of the area, while varying in a much wider range from 180 to 520 μatm. Some very high fCO₂ values observed in the northern East Sea (Japan Sea) appeared to be associated with the intensive convection system developed in the area. A gas-exchange model was developed for describing the annual variation of fCO₂ and for estimating the annual flux of CO₂ at the air-sea interface. The model incorporated annual variations in SST, the thickness of the mixed layer, gas exchange associated with wind velocity, biological activity and atmospheric concentration of CO₂. The model shows that the East Sea releases CO₂ into the atmosphere from June to September, and absorbs CO₂ during the rest of the year, from October through May. The net annual CO₂ flux at the air-sea interface was estimated to be 0.032 (±0.012) Gt-C per year from the atmosphere into the East Sea. Water column chemistry shows penetration of CO₂ into the whole water column, supporting a short turnover time for deep waters in the East Sea. This revised version was published online in August 2006 with corrections to the Cover Date.  相似文献   

Global air-sea surface carbon-dioxide transfer velocity and flux estimated using ERS-2 data and a new parametric formula   总被引：1，自引：1，他引：0  

YU Tan  HE Yijun  ZHA Guozhen  SONG Jinbao  LIU Guoqiang  GUO Jie 《海洋学报(英文版)》2013,32(7):78-87

Using data from the European remote sensing scatterometer（ERS-2） from July 1997 to August 1998,global distributions of the air-sea CO₂ transfer velocity and flux are retrieved.A new model of the air-sea CO₂ transfer velocity with surface wind speed and wave steepness is proposed.The wave steepness（5） is retrieved using a neural network（NN） model from ERS-2 scatterometer data,while the wind speed is directly derived by the ERS-2 scatterometer.The new model agrees well with the formulations based on the wind speed and the variation in the wind speed dependent relationships presented in many previous studies can be explained by this proposed relation with variation in wave steepness effect.Seasonally global maps of gas transfer velocity and llux are shown on the basis of the new model and the seasonal variations of the transfer velocity and llux during the 1 a period.The global mean gas transfer velocity is 30 cm/h after area-weighting and Schmidt number correction and its accuracy remains calculation with in situ data.The highest transfer velocity occurs around 60°N and 60°S,while the lowest on the equator.The total air to sea CO₂ llux（calculated by carbon） in that year is 1.77 Pg.The strongest source of CO₂ is in the equatorial east Pacific Ocean, while the strongest sink is in the 68°N.Full exploration of the uncertainty of this estimate awaits further data.An effectual method is provided to calculate the effect of waves on the determination of air-sea CO₂ transfer velocity and fluxes with ERS-2 scatterometer data.  相似文献   

Seasonal and interannual variability of oceanic carbon cycling in the western and central tropical-subtropical pacific: A physical-biogeochemical modeling study     

Masahiko Fujii  Fei Chai  Lei Shi  Hisayuki Y. Inoue  Masao Ishii 《Journal of Oceanography》2009,65(5):689-701

The oceanic carbon cycle in the tropical-subtropical Pacific is strongly affected by various physical processes with different temporal and spatial scales, yet the mechanisms that regulate air-sea CO₂ flux are not fully understood due to the paucity of both measurement and modeling. Using a 3-D physical-biogeochemical model, we simulate the partial pressure of CO₂ in surface water (pCO_2sea) and air-sea CO₂ flux in the tropical and subtropical regions from 1990 to 2004. The model reproduces well the observed spatial differences in physical and biogeochemical processes, such as: (1) relatively higher sea surface temperature (SST), and lower dissolved inorganic carbon (DIC) and pCO_2sea in the western than in the central tropical-subtropical Pacific, and (2) predominantly seasonal and interannual variations in the subtropical and tropical Pacific, respectively. Our model results suggest a non-negligible contribution of the wind variability to that of the air-sea CO₂ flux in the central tropical Pacific, but the modeled contribution of 7% is much less than that from a previous modeling study (30%; McKinley et al., 2004). While DIC increases in the entire region SST increases in the subtropical and western tropical Pacific but decreases in the central tropical Pacific from 1990 to 2004. As a result, the interannual pCO_2sea variability is different in different regions. The pCO_2sea temporal variation is found to be primarily controlled by SST and DIC, although the role of salinity and total alkalinity, both of which also control pCO_2sea, need to be elucidated by long-term observations and eddy-permitting models for better estimation of the interannual variability of air-sea CO₂ flux.  相似文献