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1.
基于MODIS热红外数据的渤海海冰厚度反演   总被引:3,自引:1,他引:2  
Level ice thickness distribution pattern in the Bohai Sea in the winter of 2009–2010 was investigated in this paper using MODIS night-time thermal infrared imagery.The cloud cover in the imagery was masked out manually.Level ice thickness was calculated using MODIS ice surface temperature and an ice surface heat balance equation.Weather forcing data was from the European Centre for Medium-Range Weather Forecasts(ECMWF) analyses.The retrieved ice thickness agreed reasonable well with in situ observations from two off-shore oil platforms.The overall bias and the root mean square error of the MODIS ice thickness are –1.4 cm and 3.9 cm,respectively.The MODIS results under cold conditions(air temperature –10°C) also agree with the estimated ice growth from Lebedev and Zubov models.The MODIS ice thickness is sensitive to the changes of the sea ice and air temperature,in particular when the sea ice is relatively thin.It is less sensitive to the wind speed.Our method is feasible for the Bohai Sea operational ice thickness analyses during cold freezing seasons.  相似文献   

2.
Based on a coupled ocean-sea ice model, this study investigates how changes in the mean state of the atmosphere in different CO_2 emission scenarios(RCP 8.5, 6.0, 4.5 and 2.6) may affect the sea ice in the Bohai Sea, China,especially in the Liaodong Bay, the largest bay in the Bohai Sea. In the RCP 8.5 scenario, an abrupt change of the atmospheric state happens around 2070. Due to the abrupt change, wintertime sea ice of the Liaodong Bay can be divided into 3 periods: a mild decreasing period(2021–2060), in which the sea ice severity weakens at a nearconstant rate; a rapid decreasing period(2061–2080), in which the sea ice severity drops dramatically; and a stabilized period(2081–2100). During 2021–2060, the dates of first ice are approximately unchanged, suggesting that the onset of sea ice is probably determined by a cold-air event and is not sensitive to the mean state of the atmosphere. The mean and maximum sea ice thickness in the Liaodong Bay is relatively stable before 2060, and then drops rapidly in the following decade. Different from the RCP 8.5 scenario, atmospheric state changes smoothly in the RCP 6.0, 4.5 and 2.6 scenarios. In the RCP 6.0 scenario, the sea ice severity in the Bohai Sea weakens with time to the end of the twenty-first century. In the RCP 4.5 scenario, the sea ice severity weakens with time until reaching a stable state around the 2070 s. In the RCP 2.6 scenario, the sea ice severity weakens until the2040 s, stabilizes from then, and starts intensifying after the 2080 s. The sea ice condition in the other bays of the Bohai Sea is also discussed under the four CO_2 emissions scenarios. Among atmospheric factors, air temperature is the leading one for the decline of the sea ice extent. Specific humidity also plays an important role in the four scenarios. The surface downward shortwave/longwave radiation and meridional wind only matter in certain scenarios, while effects from the zonal wind and precipitation are negligible.  相似文献   

3.
The coupled ice-ocean model for the Bohai Sea is used for simulating the freezing, melting, and variation of ice cover and the heat balance at the sea-ice, air-ice, and air-sea interfaces of the Bohai Sea during the entire winter in 1998~1999 and 2000~2001. The coupled model is forced by real time numerical weather prediction fields. The results show that the thermodynamic effects of atmosphere and ocean are very important for the evolvement of ice in the Bohai Sea, especially in the period of ice freezing and melting. Ocean heat flux plays a key role in the thermodynamic coupling. The simulation also presents the different thermodynamic features in the ice covered region and the marginal ice zone. Ice thickness, heat budget at the interface, and surface sea temperature, etc. between the two representative points are discussed.  相似文献   

4.
Based on the monthly mean sea level data obtained from 3 years‘ (1999--2001) tide-gauge measurements, the annual variability of the sea level near Qingdao and Jiaozhou Bay is studied and discussed in this paper. Results show that the sea surface height at all the tide gauges becomes higher in summer than that in winter,with an obvious seasonal variability. Furthermore the sea surface height measured at a short distance outside the bay is lower than that in the bay, showing a sea surface slope downward from north to south. The reasons for the formation of the slope are explained as well. The dynamic action of the summer monsoon and the sea surface slope, and their effects on the monthly mean current are studied by means of dynamics principles. The importance of the summer monsoon and the pressure gradient generated by the sea surface slope, with their effects on the alongshore current, is pointed out and emphasized in this paper.  相似文献   

5.
基于高光谱遥感的渤海海冰厚度半经验模型   总被引:1,自引:0,他引:1  
Sea ice thickness is one of the most important input parameters for the prevention and mitigation of sea ice disasters and the prediction of local sea environments and climates. Estimating the sea ice thickness is currently the most important issue in the study of sea ice remote sensing. With the Bohai Sea as the study area, a semiempirical model of the sea ice thickness(SEMSIT) that can be used to estimate the thickness of first-year ice based on existing water depth estimation models and hyperspectral remote sensing data according to an optical radiative transfer process in sea ice is proposed. In the model, the absorption and scattering properties of sea ice in different bands(spectral dimension information) are utilized. An integrated attenuation coefficient at the pixel level is estimated using the height of the reflectance peak at 1 088 nm. In addition, the surface reflectance of sea ice at the pixel level is estimated using the 1 550–1 750 nm band reflectance. The model is used to estimate the sea ice thickness with Hyperion images. The first validation results suggest that the proposed model and parameterization scheme can effectively reduce the estimation error associated with the sea ice thickness that is caused by temporal and spatial heterogeneities in the integrated attenuation coefficient and sea ice surface. A practical semi-empirical model and parameterization scheme that may be feasible for the sea ice thickness estimation using hyperspectral remote sensing data are potentially provided.  相似文献   

6.
Based on 5 831 continuous in situ measurements of the partial pressure of carbon dioxide on the sea surface p(CO2),related parameters of the sea surface temperature(SST) and chlorophyll-a(Chl a) concentration in 2010 winter,spring and summer of the Huanghai Sea and the Bohai Sea,the inherent relations among them are investigated preliminarily.This study reveals that the seasonal variability of SST and Chl a concentration has a significant influence on p(CO2).The authors have proposed a new algorithm to estimate p(CO2) from SST and Chl a concentration measurements.Compared with the vessel data,the root mean square error(RMSE) of p(CO2) retrieved by using the new model is 13.45 μatm(1atm=101.325 kPa) and the relative error is less than 4%.Then,SST and Chl a concentration data observed by satellite are used to retrieve p(CO2) in the Huanghai Sea and the Bohai Sea;and a better accuracy can be obtained if the quality control for sea surface chlorophyll-a concentration observed by satellite is used.The RMSE of retrieved p(CO2) data with quality control and that without quality control are 15.82 μatm and 31.74 μatm,respectively.  相似文献   

7.
Long time series of wave field are experimentally simulated by JONSWAP spectra with random phases in a 2D wave flume. Statistic properties of wave surface, such as significant wave height, skewness and kurtosis, are analyzed, and the freak wave occurrence probability and its relations with Benjamin-Feir index (BFI) are also investigated. The results show that the skewness and the kurtosis are significantly dependent on the wave steepness, and the kurtosis increases along the flume when BFI is large. The freak waves are observed in random wave groups. They occur more frequently than expected, especially for the wave groups with large BFI.  相似文献   

8.
The impact of assimilating Argo data into an initial field on the short-term forecasting accuracy of temper- ature and salinity is quantitatively estimated by using a forecasting system of the western North Pacific, on the base of the Princeton ocean model with a generalized coordinate system (POMgcs). This system uses a sequential multigrid three-dimensional variational (3DVAR) analysis scheme to assimilate observation da- ta. Two numerical experiments were conducted with and without Argo temperature and salinity profile data besides conventional temperature and salinity profile data and sea surface height anomaly (SSHa) and sea surface temperature (SST) in the process of assimilating data into the initial fields. The forecast errors are estimated by using independent temperature and salinity profiles during the forecasting period, including the vertical distributions of the horizontally averaged root mean square errors (H-RMSEs) and the horizontal distributions of the vertically averaged mean errors (MEs) and the temporal variation of spatially averaged root mean square errors (S-RMSEs). Comparison between the two experiments shows that the assimila- tion of Argo data significantly improves the forecast accuracy, with 24% reduction of H-RMSE maximum for the temperature, and the salinity forecasts are improved more obviously, averagely dropping of 50% for H-RMSEs in depth shallower than 300 m. Such improvement is caused by relatively uniform sampling of both temperature and salinity from the Argo drifters in time and space.  相似文献   

9.
Sea ice drift is mainly controlled by ocean currents, local wind, and internal ice stress. Information on sea ice motion, especially in situ synchronous observation of an ice velocity, a current velocity, and a wind speed, is of great significance to identify ice drift characteristics. A sea ice substitute, the so-called "modelled ice", which is made by polypropylene material with a density similar to Bohai Sea ice, is used to complete a free drift experiment in the open sea. The trajectories of isolated modelled ice, currents and wind in the Bohai Sea during non-frozen and frozen periods are obtained. The results show that the currents play a major role while the wind plays a minor role in the free drift of isolated modelled ice when the wind is mild in the Bohai Sea. The modelled ice drift is significantly affected by the ocean current and wind based on the ice–current–wind relationship established by a multiple linear regression. The modelled ice velocity calculated by the multiple linear regression is close to that of the in situ observation, the magnitude of the error between the calculated and observed ice velocities is less than12.05%, and the velocity direction error is less than 6.21°. Thus, the ice velocity can be estimated based on the observed current velocity and wind speed when the in situ observed ice velocity is missing. And the modelled ice of same thickness with a smaller density is more sensitive to the current velocity and the wind speed changes. In addition, the modelled ice drift characteristics are shown to be close to those of the real sea ice, which indicates that the modelled ice can be used as a good substitute of real ice for in situ observation of the free ice drift in the open sea, which helps solve time availability, safety and logistics problems related to in situ observation on real ice.  相似文献   

10.
To investigate the low temperature fatigue crack propagation behavior of offshore structuralsteel A131 under random ice loading,three ice failure modes that are commonly present in the Bohai Gulfare simulated according to the vibration stress responses induced by real ice loading.The test data are pro-cessed by a universal software FCPUSL developed on the basis of the theory of fatigue crack propagationand statistics.The fundamental parameter controlling the fatigue crack propagation induced by randomice loading is determined to be the amplitude root mean square stress intensity factor K_(arm).The test resultsare presented on the crack propagation diagram where the crack growth rate da/dN is described as thefunction of K_(arm).It is evident that the ice failure modes have great influence on the fatigue crack propaga-tion behavior of the steel in ice-induced vibration.However,some of the experimental phenomena and testresults are hard to be physically explained at present.The work in this paper is an init  相似文献   

11.
中国东部陆架表层沉积物粒度特征及其沉积环境浅析   总被引:2,自引:0,他引:2  
对取自中国东部陆架海的209个表层沉积物样品进行了粒度分析及沉积物类型划分,探讨细颗粒沉积区分布格局与物源和环流体系的关系。结果表明,研究区底质类型主要有砂、粉砂质砂、泥质砂、砂质粉砂、砂质泥、粉砂和泥,个别站位含砾石。表层沉积物以粗颗粒砂质沉积为主,其主要分布在东海中北部、苏北浅滩、北黄海北部,其粒度特征主要为:平均粒径2~4Φ,分选差(分选系数>2),偏态极正偏(2~2.80),峰态很宽至宽(1.60~3.50);细颗粒泥质沉积主要分布在浙江沿岸至长江口外、苏北老黄河口外、南黄海中部、北黄海西南部及黄河口外的渤海海域,其粒度特征主要为:平均粒径6~7Φ,分选差至较差(分选系数1~2.5),偏态负偏(-1.50~-0.33)至近于对称(-0.33~+0.33),峰态很宽(>2.75)。从环流的流向与路径及邻近的河流物源角度,初步探讨了河流输入物质及环流体系对细颗粒沉积物沉积分布格局的影响,并初步推断了细颗粒沉积物的物源及基本输移路径。  相似文献   

12.
Empirical band-ratio algorithms and artificial neural network techniques to retrieve sea surface chlorophyll concentrations were evaluated in the Bohai Sea of China by using an extensive field observation data set. Bohai Sea represents an example of optically complex case II waters with high concentrations of colored dissolved organic matter (CDOM). The data set includes coincident measurements of radiometric quantities and chlorophyll a concentration (Chl), which were taken on 8 cruises between 2003 and 2005. The data covers a range of variability in Chl in surface waters from 0.3 to 6.5 mg m-3. The comparison results showed that these empirical algorithms developed for case I and case II waters can not be applied directly to the Bohai Sea of China, because of significant biases. For example, the mean normalized bias (MNB) for OC4V4 product was 1.85 and the root mean square (RMS) error is 2.26.  相似文献   

13.
海冰单轴压缩强度是寒区海洋工程中的一个重要设计参数,也是影响海冰动力学行为的主要因素。在2008-2012年间的三个冬季,对渤海沿岸的海冰单轴压缩强度进行了现场与室内试验,由此分析了其在温度、卤水体积和应力率下的基本特征。测试结果表明,海冰单轴压缩强度与其温度呈幂函数关系,与卤水体积平方根呈指数关系,与应力率呈线性关系。此外还分别在不同温度与卤水体积下确定了海冰单轴压缩强度上包络限的变化规律。最后,综合考虑卤水体积和应力率的影响,对海冰单轴压缩强度分布特征进行了分析。以上研究有助于揭示渤海海冰基本力学性质,为冰区结构设计和海冰动力学分析提供参考依据。  相似文献   

14.
卤水体积和应力速率影响下海冰强度的统一表征   总被引:1,自引:1,他引:0  
无论在地球物理尺度下研究海冰的动力学演化特性,还是在工程结构尺度下分析海冰与海洋结构物的相互作用过程,海冰强度均是影响海冰宏观变形和细观破坏规律的重要力学参数。本文通过对渤海海冰物理力学性质的现场和室内试验,分析了海冰压缩、弯曲和剪切强度参数与卤水体积、应力速率的对应关系。试验结果表明,海冰强度与卤水体积更好地呈指数关系,与应力速率呈线性关系;在此基础上,本文建立了由卤水体积和应力速率共同表征的海冰强度统一函数关系,为工程领域对海冰强度的选取提供有力的参考依据。  相似文献   

15.
We assess the influence of changes in the skewness and kurtosis of the distribution of elevations on a rough sea surface that were observed in field conditions on the accuracy of the recovery of the sea-surface level along the satellite trace. For different values of a significant height of surface waves, we obtain numerical estimates for the bias in relief recovery due to the simultaneous variation in skewness and kurtosis. It is shown that, with a decrease in kurtosis, the effect of skewness changes on the accuracy of altimetry measurements of the level increases. We note the limitations of the Gram-Charlier model in simulating the radar waveforms return from the sea surface.  相似文献   

16.
近半个多世纪以来渤海冰情对全球气候变化的响应   总被引:1,自引:0,他引:1  
张云吉  金秉福  冯雪 《海洋通报》2007,26(6):96-101
渤海是季节性的结冰海域,属于北半球结冰海区的南边缘,其冰情状况是对大气场和海洋场共同作用的响应。1951—2004年渤海海冰冰级与中国大陆气温距平具有很强的负相关性,渤海海冰状况是对我国北方地区、尤其是对华北地区的中短期气候变化的响应。从20世纪50年代至90年代,海冰偏轻年数逐年代增加,同时海冰平均等级也逐渐降低,是对全球气候变暖的响应。渤海重冰年出现的周期大约为10a,与太阳黑子活动周期很接近,反映太阳活动对渤海冰情具有相当大的影响,尤其是极值事件。分析表明,渤海冰情与厄尔尼诺事件之间不存在显著的线性关系,厄尔尼诺不是渤海冰情变化的原因,相反,渤海冰情的加重,预示着厄尔尼诺的来临。  相似文献   

17.
基于2017年4月、2018年4月和2019年4月的CryoSat-2 L1B数据,比较分析了UCL13、DTU10、DTU13、DTU15和DTU18 5种不同平均海表面高度(MSS)模型及其反演的北极海冰干舷的多时空尺度差异。以UCL13为基准,对比分析不同MSS模型的差异和所反演的海冰干舷的差异,实验结果表明,不同MSS模型之间的平均绝对偏差范围为0.19~0.26 m,标准差范围为0.55~0.57 m,其中DTU18与UCL13的差异最小。以UCL13为基准,其他4种MSS模型反演的海冰干舷的平均绝对偏差为0.50~0.79 cm,标准差范围为1.17~1.74 cm。通过与冰桥计划(Operation IceBridge,OIB)机载数据相比,5种MSS模型反演的海冰干舷的相关系数范围为0.70~0.71,均方根误差范围为7.7~7.8 cm。故不同MSS模型之间的偏差对整个北极地区的海冰干舷反演的影响较小,偏差以相同的方式影响冰间水道和浮冰高度测量,因此相互抵消,但在冰间水道分布稀疏的区域,如加拿大群岛北部和拉普捷夫海区域,不同MSS模型反演的海冰干舷差异较大。  相似文献   

18.
从冷空气活动及气温变化的角度分析了2009~2010年冬季渤海及黄海北部气候背景状况,发现此冬季渤海及黄海北部沿岸平均气温较多年偏低.通过对海冰冰情的发展与变化状况和各海区严重冰期内冰情分析显示,该冬季渤海及黄海北部为偏重冰年.  相似文献   

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