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91.
The paper presents an approach towards a medium-term (decades) modelling of water levels and currents in a shallow tidal sea by means of combined hydrodynamic and neural network models. The two-dimensional version of the hydrodynamic model Delft3D, forced with realistic water level and wind fields, is used to produce a two-year-database of water levels and currents in the study area. The linear principal component analysis (PCA) of the results is performed to reveal dominating spatial patterns in the analyzed dataset and to significantly reduce the dimensionality of the data. It is shown that only a few principal components (PCs) are necessary to reconstruct the data with high accuracy (over 95% of the original variance). Feed-forward neural networks are set up and trained to effectively simulate the leading PCs based on water level and wind speed and direction time series in a single, arbitrarily chosen point in the study area. Assuming that the spatial modes resulting from the PCA are ‘universally’ applicable to the data from time periods not modelled with Delft3D, the trained neural networks can be used to very effectively and reliably simulate temporal and spatial variability of water levels and currents in the study area. The approach is shown to be able to accurately reproduce statistical distribution of water levels and currents in various locations inside the study area and thus can be viewed as a reliable complementary tool e.g., for computationally expensive hydrodynamic modelling. Finally, a detailed analysis of the leading PCs is performed to estimate the role of tidal forcing and wind (including its seasonal and annual variability) in shaping the water level and current climate in the study area. 相似文献
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94.
Using the characteristic
values of sunspot number variations during the descent and ascent of solar cycles,a neural network is designed to
make long-term predications of the ascending period and the maximum smoothed monthly mean
sunspot number for the Solar Cycle 23. Moreover,the factor of geomagnetic disturbance is also added as an
input. The trained and tested results from Solar Cycle 12 to 22 have been obtained.
Finally,the
predictions of the ascending period and the maximum smoothed monthly mean sunspot number
are given for Solar Cycle 23. 相似文献
95.
基于神经网络B—P算法的雹云识别模型及其效果检验 总被引:2,自引:7,他引:2
本文根据成都、内江和泸州等地的雷达回波和部分探空资料,应用神经网络B-P算法建立了不同地区的3参数和4参数雹云识别模型,并对模型进行了分析和效果检验。结果表明:该模型不仅能得到较高的拟合率和预报准确率,而且由于B-P网络具有自组织,自学习和自适应的能力,与其它方法相比具有一定的优越性。 相似文献
96.
以陕西地区的地震为例,探讨了人工神经网络方法在地震预报中的应用。预报因子采用Keilis-Borok提出的地震流函数。结果表明,人工神经网络方法能够较好地学习复杂的预报因子和预报对象的关系,模拟地震预报问题,预报效果也较好,有广阔的应用前景。 相似文献
97.
A. S. Tawadrou P. D. Katsabani 《Fragblast: International Journal for Blasting and Fragmentation》2005,9(4):233-242
This paper is an application of artificial neural networks (ANNs) in the prediction of the geometry of surface blast patterns in limestone quarries. The built model uses 11 input parameters which affect the design of the pattern. These parameters are: formation dip, blasthole diameter, blasthole inclination, bench height, initiation system, specific gravity of the rock, compressive and tensile strength, Young's modulus, specific energy of the explosive and the average resulting fragmentation size. Detailed data from a previous investigation were used to train and verify the network and predict burden and spacing of a blast. The built model was used to conduct parametric studies to show the effect of blasthole diameter and bench height on pattern geometry. 相似文献
98.
99.
利用神经网络从118.75 GHz附近通道亮温反演大气温度 总被引:1,自引:1,他引:1
为了准确快速地从118.75 GHz附近六通道亮温计算大气温度,作者开展了利用人工神经网络技术反演大气温度的数值模拟研究。与线性统计反演算法比较,海面上大气温度反演的总体均方根误差减小17%,陆面上大气温度反演的总体均方根误差减小15%。两种下垫面条件下的温度反演结果表明,近陆面的温度反演结果优于近海面的温度反演结果。另外,对温度廓线垂直结构反演性能的分析结果表明,对于具有较厚逆温层结构的温度廓线,神经网络反演对廓线的复现能力优于线性统计反演。 相似文献
100.
应用神经网络模型分解AVHRR混合像元 总被引:18,自引:3,他引:15
在大面积农作物遥感估产中,应用气象卫星数据估算种植面积一直是一个难点。已有的混合像元分解法要么实际操作困难,要么不适用于AVHRR数据。该文在前人研究的基础上提出了一种新的方法──应用AVHRR混合像元神经网络分解模型估算种植面积。这种方法综合利用了TM数据与NOAA数据各自的优势,具有较好的科学性和经济可行性。 相似文献