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91.
92.
Magendran Thangavelu Sanjeevi Shanmugam Arya Kumar Bhattacharya 《Journal of the Indian Society of Remote Sensing》2011,39(4):473-483
This paper present the results of a preliminary study to assess the potential of the visible, NIR and SWIR energy of the EMR
in differentiating iron ores of different grades in a rapid manner using hyperspectral radiometry. Using different iron ore
samples from Noamundi and Joda mines, Jharkhand and Orissa, states of India, certain spectro-radiometric measurements and
geochemical analysis were carried out and the results have been presented. It was observed that the primary spectral characteristics
of these iron ores lie in the 850 to 900 nm and 650–750 nm regions. The spectral parameters for each curve used for studying
the iron ores are: (i) the slopes of the spectral curve in 685–725 nm region; (ii) position of the peak with respect to wavelength
in 730–750 nm region and (iii) radius of curvature of the absorption trough in the 850–900 nm region. Comparison of these
spectral parameters and the geochemistry of the samples indicates that the position of the peak of the curve in 730–750 nm
region shifts towards longer wavelength with increasing iron oxide content, while the slope of the curvature in the 685–725 nm
region has a strong negative correlation with the iron oxide content of the samples. Similarly, a strong negative correlation
is observed between the radius of curvature of the 850–900 nm absorption trough and the iron oxide content. Such strong correlations
indicate that hyperspectral radiometry in the visible and NIR regions can give a better estimate and quantification of the
grades of iron ores. This study has demonstrated that generation of empirical models using hyperspectral radiometric techniques
is helpful to quantify the grade of iron ores with limited geochemical analysis. 相似文献
93.
94.
Comparison of Two Data Smoothing Techniques for Vegetation Spectra Derived From EO-1 Hyperion 总被引:1,自引:0,他引:1
Anshu Miglani Shibendu S. Ray D. P. Vashishta Jai Singh Parihar 《Journal of the Indian Society of Remote Sensing》2011,39(4):443-453
Hyperspectral data are generally noisier compared to broadband multispectral data because their narrow bandwidth can only
capture very little energy that may be overcome by the self-generated noise inside the sensors. It is desirable to smoothen
the reflectance spectra. This study was carried out to see the effect of smoothing algorithms - Fast-Fourier Transform (FFT)
and Savitzky–Golay (SG) methods on the statistical properties of the vegetation spectra at varying filter sizes. The data
used in the study is the reflectance spectra data obtained from Hyperion sensor over an agriculturally dominated area in Modipuram
(Uttar Pradesh). The reflectance spectra were extracted for wheat crop at different growth stages. Filter sizes were varied
between 3 and 15 with the increment of 2. Paired t-test was carried out between the original and the smoothed data for all the filter sizes in order to see the extent of distortion
with changing filter sizes. The study showed that in FFT, beyond filter size 11, the number of locations within the spectra
where the smooth spectra were statistically different from its original counterpart increased to 14 and reaches 21 at the
filter size 15. However, in SG method, number of statistically different locations were more than those found in the FFT,
but the number of locations did not changing drastically. The number of statistically disturbed locations in SG method varied
between 16 and 19. The optimum filter size for smoothing the vegetation spectra was found to be 11 in FFT and 9 in SG method. 相似文献
95.
Attitude estimation based on fusion of gyroscopes and single antenna GPS for small UAVs under the influence of vibration 总被引:2,自引:2,他引:2
An attitude estimation method is presented for small unmanned aerial vehicles (UAVs) powered by a piston engine which is the
major source of vibration. Vibration of the engine significantly degrades the accuracy of the inertial measurement unit, especially
for low-cost sensors that are based on micro electro-mechanical system. Therefore, a vibration model for a small UAV is proposed
in order to examine the influence of vibration on attitude estimation with different sensors. The model is derived based on
spectrum analysis with short-time Fourier transform. The vibration is compared with the drift of the gyroscope in order to
examine the impact on attitude estimation. An attitude estimation method that fuses the gyroscopes and single antenna global
positioning system (GPS) is proposed to mitigate the influence of engine vibration and gyroscope drift. The quaternion-based
extended Kalman filter is implemented to fuse the sensors. This filter fuses the angular rates measured by the gyroscopes
and the pseudo-attitude derived from the GPS velocity to estimate the attitude of the UAV. Simulations and experiment results
indicate that the proposed method performs well both in short-term and long-term accuracy even though the gyroscopes are affected
by drift and vibration noise, while the pseudo-attitude contains severe noise. 相似文献
96.
Bradley W. Lane 《Journal of Geographical Systems》2011,13(2):147-171
Rail transit continues to be a popular alternative for cities as a tool for alleviating automobile congestion and for redeveloping
areas into transit and pedestrian-friendly environments. Ideally, rail transit will draw trips away from cars, but the quantitative
work that tests this notion has often been either case studies of neighborhoods, in which conclusions are tough to generalize,
or citywide comparisons where important spatial variation is lost in aggregation. This study seeks to narrow this gap in the
research by using multivariate analysis of covariance to isolate the effect of covariates and cities on changes in work trip
mode choice at the traffic analysis zone (TAZ) level for nine cities between 1990 and 2000. The results suggest differences
by city in the change at the TAZ level of the proportion of people driving alone and taking transit. Increases in transit
usage were associated with cities that built rail transit, while increases in automobile commuting and decreases in transit
usage were associated with cities that did not. 相似文献
97.
98.
Acquisition and registration of terrestrial 3D laser scans is a fundamental task in mapping and modeling of cities in three dimensions. To automate this task marker-free registration methods are required. Based on the existence of skyline features, this paper proposes a novel method. The skyline features are extracted from panoramic 3D scans and encoded as strings enabling the use of string matching for merging the scans. Initial results of the proposed method in the old city center of Bremen are pre-sented. 相似文献
99.
100.
多项式曲线拟合、三次样条曲线拟合、多项式曲面拟合、多面函数曲面拟合、移动法曲面拟合是全球定位测量水准拟合常用方法,本文结合实例,分析多种方法获得数据的精度,并通过工程实例比较和分析,认为移动法曲面拟合拟合法精度更高且稳定,具有较高的可靠性和实用价值。 相似文献