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71.
C. LOUMAGNE M. NORMAND M. RIFFARD A. WEISSE A. QUESNEY S. LE HÉGARAT-MASCLE 《水文科学杂志》2013,58(1):89-102
Abstract The purpose of this paper is to present the methodology set up to derive catchment soil moisture from Earth Observation (EO) data using microwave spaceborne Synthetic Aperture Radar (SAR) images from ERS satellites and to study the improvements brought about by an assimilation of this information into hydrological models. The methodology used to derive EO data is based on the appropriate selection of land cover types for which the radar signal is mainly sensitive to soil moisture variations. Then a hydrological model is chosen, which can take advantage of the new information brought by remote sensing. The assimilation of soil moisture deduced from EO data into hydrological models is based principally on model parameter updating. The main assumption of this method is that the better the model simulates the current hydrological system, the better the following forecast will be. Another methodology used is a sequential one based on Kalman filtering. These methods have been put forward for use in the European AIMWATER project on the Seine catchment upstream of Paris (France) where dams are operated to alleviate floods in the Paris area. 相似文献
72.
国家气象中心数值预报业务的进展 总被引:1,自引:0,他引:1
在最近的15年中,国家气象中心的数值预报业务高速度发展,预报模式从北半球模式发展为全球谱模式,并配套建立了资料同化系统和用于降水预报的有限区预报模式,暴雨和台风预报模式正在研制中。目前数值预报时效已延至7天,T6393丙上时的预报水平已优于的数值预报产品的应用技术在不断改进,最高(低)气温下两天MOS预报精度已接近预报员制作的综合预报结果。 相似文献
73.
Jean Paul Dubois 《Aquatic Sciences - Research Across Boundaries》1994,56(1):70-79
Helophytes are often incorporated into biological wastewater treatment plants. In favourable situations, they can take up large amounts of nutrients. One helophyte, the reed canarygrass (Phalaris arundinacea L.), is fast growing when supplied with sufficient light and nutrients. Experiments were carried out under natural climatic conditions in small plastic tanks filled with sand with regular additions of a balanced and concentrated nutrient solution. In the growing season (May–October), plant production reached 10.5 kg m–2 of dry biomass, of which 66% was in the aerial parts. Maximum nutrient uptake capacity was reached just after flowering and before senescence (beginning of October): 49% N, 34% P, 52% K and 34% Mg of the input was fixed in the aerial parts, which are easily harvestable. The corresponding values for the below ground parts were 12%, 10%, 11% and 11% respectively. Excretion of K and Mg has been observed when nutrients are translocated to the storage organs. 相似文献
74.
利用变分法原理提出了对雷达速度资料进行预处理的一种方法,数值试验表明该法能有效地消除雷达速度资料中的小尺度运动径向速度分量及“噪声”。 相似文献
75.
数值模式初值的敏感性程度对四维同化的影响 总被引:3,自引:0,他引:3
用著名的Lorenz系统作了共轭变分同化的数值试验。发现随着模式对初值敏感性程度的增加,用这种方法得到和模式相协调的初始场愈来愈困难,直到某些情况下的完全失败。这表明四维同化和可预报期限是联系在一起的。另一方面,随着方程不精确程度的增加,变分同化的效果愈来愈差,直到所做的预报无任何意义可言。如果在做变分同化的同时对模式参数也进行反演,就可使得基于Lorenz系统所做的预报效果大大提高。 相似文献
76.
S. Abhilash Someshwar Das S. R. Kalsi M. Das Gupta K. Mohankumar John P. George S. K. Banerjee S. B. Thampi D. Pradhan 《Pure and Applied Geophysics》2007,164(8-9):1491-1509
Pre-monsoon rainfall around Kolkata (northeastern part of India) is mostly of convective origin as 80% of the seasonal rainfall
is produced by Mesoscale Convective Systems (MCS). Accurate prediction of the intensity and structure of these convective
cloud clusters becomes challenging, mostly because the convective clouds within these clusters are short lived and the inaccuracy
in the models initial state to represent the mesoscale details of the true atmospheric state. Besides the role in observing
the internal structure of the precipitating systems, Doppler Weather Radar (DWR) provides an important data source for mesoscale
and microscale weather analysis and forecasting. An attempt has been made to initialize the storm-scale numerical model using
retrieved wind fields from single Doppler radar. In the present study, Doppler wind velocities from the Kolkata Doppler weather
radar are assimilated into a mesoscale model, MM5 model using the three-dimensional variational data assimilation (3DVAR)
system for the prediction of intense convective events that occurred during 0600 UTC on 5 May and 0000 UTC on 7 May, 2005.
In order to evaluate the impact of the DWR wind data in simulating these severe storms, three experiments were carried out.
The results show that assimilation of Doppler radar wind data has a positive impact on the prediction of intensity, organization
and propagation of rain bands associated with these mesoscale convective systems. The assimilation system has to be modified
further to incorporate the radar reflectivity data so that simulation of the microphysical and thermodynamic structure of
these convective storms can be improved. 相似文献
77.
A probabilistic fog forecast system was designed based on two high resolution numerical 1-D models called COBEL and PAFOG.
The 1-D models are coupled to several 3-D numerical weather prediction models and thus are able to consider the effects of
advection. To deal with the large uncertainty inherent to fog forecasts, a whole ensemble of 1-D runs is computed using the
two different numerical models and a set of different initial conditions in combination with distinct boundary conditions.
Initial conditions are obtained from variational data assimilation, which optimally combines observations with a first guess
taken from operational 3-D models. The design of the ensemble scheme computes members that should fairly well represent the
uncertainty of the current meteorological regime. Verification for an entire fog season reveals the importance of advection
in complex terrain. The skill of 1-D fog forecasts is significantly improved if advection is considered. Thus the probabilistic
forecast system has the potential to support the forecaster and therefore to provide more accurate fog forecasts. 相似文献
78.
基于进化方向遗传算法的四维变分资料同化方法 总被引:7,自引:5,他引:7
数值天气预报模式初始时刻要素场的变分同化问题是一个非线性最优化问题。利用进化方向遗传算法(EDGA)求解该最优化问题,并对理想初始场作数值模拟,结果表明模拟的效果较好。 相似文献
79.
使用共轭码技术,构造了中尺度模式的伴随模式,研究了模式侧边界条件。基于伴随模式技术的原理,设计了伴随同化和Derber同化方法两套方案;下降算法采用共轭梯度法,使用准真实资料,进行子同化数值试验和预报试验。结果表明,两套同化方案都取得了一定的同化效果,Derber同化方法比伴随同化更令人满意。证明了变分同化是提高预报准确率的一种非常有效的手段。 相似文献
80.