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131.
132.
We assess the ability of individual models (single-model ensembles) and the multi-model ensemble (MME) in the European Union-funded ENSEMBLES project to simulate the intraseasonal oscillations (ISOs; specifically in 10–20-day and 30–50-day frequency bands) of the Indian summer monsoon rainfall (ISMR) over the Western Ghats (WG) and the Bay of Bengal (BoB), respectively. This assessment is made on the basis of the dynamical linkages identified from the analysis of observations in a companion study to this work. In general, all models show reasonable skill in simulating the active and break cycles of the 30–50-day ISOs over the Indian summer monsoon region. This skill is closely associated with the proper reproduction of both the northward propagation of the intertropical convergence zone (ITCZ) and the variations of monsoon circulation in this band. However, the models do not manage to correctly simulate the eastward propagation of the 30–50-day ISOs in the western/central tropical Pacific and the eastward extension of the ITCZ in a northwest to southeast tilt. This limitation is closely associated with a limited capacity of models to accurately reproduce the magnitudes of intraseasonal anomalies of both the ITCZ in the Asian tropical summer monsoon regions and trade winds in the tropical Pacific. Poor reproduction of the activity of the western Pacific subtropical high on intraseasonal time scales also amplify this limitation. Conversely, the models make good reproduction of the WG 10–20-day ISOs. This success is closely related to good performance of the models in the representation of the northward propagation of the ITCZ, which is partially promoted by local air–sea interactions in the Indian Ocean in this higher-frequency band. Although the feature of westward propagation is generally represented in the simulated BoB 10–20-day ISOs, the air–sea interactions in the Indian Ocean are spuriously active in the models. This leads to active WG rainfall, which is not present in the observed BoB 10–20-day ISOs. Further analysis indicates that the intraseasonal variability of the ISMR is generally underrepresented in the simulations. Skill of the MME in seasonal ISMR forecasting is strongly dependent on individual model performance. Therefore, in order to improve the model skill with respect to seasonal ISMR forecasting, we suggest it is necessary to better represent the robust dynamical links between the ISOs and the relevant circulation variations, as well as the proportion of intraseasonal variability in the individual models. 相似文献
133.
Tiabou Anicet Feudjio Temdjim Robert Wandji Pierre Bardintzeff Jacques-Marie Che Vivian Bih Bate Tibang Edith Ekatah Ngwa Caroline Neh Mebara François Xavier Onana 《中国地球化学学报》2019,38(1):40-67
Acta Geochimica - Three monogenetic cones in the Baossi–Warack area, Ngaoundéré, Adamawa Plateau forming part of the Cameroon Volcanic Line (CVL) are documented in this study.... 相似文献
134.
Physical phenomena are observed in many fields (science and engineering) and are often studied by time-consuming computer codes. These codes are analyzed with statistical models, often called emulators. In many situations, the physical system (computer model output) may be known to satisfy inequality constraints with respect to some or all input variables. The aim is to build a model capable of incorporating both data interpolation and inequality constraints into a Gaussian process emulator. By using a functional decomposition, a finite-dimensional approximation of Gaussian processes such that all conditional simulations satisfy the inequality constraints in the entire domain is proposed. To show the performance of the proposed model, some conditional simulations with inequality constraints such as boundedness, monotonicity or convexity conditions in one and two dimensions are given. A simulation study to investigate the efficiency of the method in terms of prediction is included. 相似文献
135.
Mollusc death assemblages were recovered in 98 subtidal sampling stations on the seafloor of the shallow Pertuis Charentais Sea (Atlantic coast of France). Taxonomic composition and spatial distribution of death assemblages were investigated, as well as their response to sediment grain size (field data), bottom shear stress (coupled tide and wave hydrodynamic modelling), and sediment budget (bathymetric difference map). Results showed that molluscs are likely to be reliable paleoenvironmental indicators since death assemblages were able to acquire ecological changes within years (decadal-scale taphonomic inertia), and live–dead agreement inferred from existing data on living benthic communities was high, except close to river mouths and intertidal mudflats that provide terrestrial and intertidal species to subtidal death assemblages, respectively. Taxonomic composition of these within-habitat death assemblages strongly depended on sediment grain size and bottom shear stress, similarly to living subtidal communities. Post-mortem dispersal of shells, owing to relatively low bottom shear stress in the area, was only of a few 10s to 100s of meters, which shows that death assemblages preserved environmental gradients even at a fine spatial scale. Sediment budget had also a significant influence on death assemblages. Thick-shelled epifaunal species were correlated with erosion areas on one side, and thin-shelled infaunal species with deposition on the other, showing that mollusc fossil assemblages could be used as indicators of paleo-sedimentation rate. This new proxy was successfully tested on a previously published Holocene mollusc fossil record from the same area. It was possible to refine the paleoenvironmental interpretation already proposed, in accordance with existing stratigraphic and sedimentological data. 相似文献
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Raimundo Delgado Aníbal Costa António Arêde Nelson Vila Pouca João Guedes Xavier Romão Pedro Delgado Patrício Rocha 《Bulletin of Earthquake Engineering》2010,8(1):181-199
Research on seismic safety assessment has been the centre of great interest among the scientific community in recent years.
Although the devastating impact of earthquakes on current society should be incentive enough to increase research, the development
of more realistic mechanical behaviour models and the continuous enhancement of computation capabilities are paramount factors
contributing a great deal to the increase of such interest. In this context, three research areas can be identified as currently
leading to important developments: code related research, especially in Europe where new design codes are in the implementation
process; risk analysis, namely concerning the definition of methodologies for safety assessment that involve the evaluation
of the failure probability and could be included in future generations of codes; and experimental characterization of constitutive
laws which provides support for the development and calibration of accurate and realistic numerical models for seismic analysis
and for the adequate characterization of limit state capacities. The paper will present some of the current scientific research
trends on these three seismic safety assessment related topics. Studies addressing the seismic safety assessment of structures,
either probabilistically or based on code provisions, and that consider realistic nonlinear mechanical behaviour models will
be focussed. Reference will also be made to experimental research on the seismic behaviour of structural elements, emphasizing
its crucial role to support the development of numerical models simulating the effects of different seismic strengthening
techniques. Finally, given the development of studies leading to new trends and perspectives for performance based earthquake
engineering, a possible scenario for seismic design in the future is presented, emphasizing the key issues for its implementation. 相似文献
140.
The kriging update equations and their application to the selection of neighboring data 总被引:1,自引:0,他引:1
Xavier Emery 《Computational Geosciences》2009,13(3):269-280
A key problem in the application of kriging is the definition of a local neighborhood in which to search for the most relevant
data. A usual practice consists in selecting data close to the location targeted for prediction and, at the same time, distributed
as uniformly as possible around this location, in order to discard data conveying redundant information. This approach may
however not be optimal, insofar as it does not account for the data spatial correlation. To improve the kriging neighborhood
definition, we first examine the effect of including one or more data and present equations in order to quickly update the
kriging weights and kriging variances. These equations are then applied to design a stepwise selection algorithm that progressively
incorporates the most relevant data, i.e., the data that make the kriging variance decrease more. The proposed algorithm is
illustrated on a soil contamination dataset. 相似文献