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991.
992.
993.
The use of the shear wave velocity data as a field index for evaluating the liquefaction potential of sands is receiving increased attention because both shear wave velocity and liquefaction resistance are similarly influenced by many of the same factors such as void ratio, state of stress, stress history and geologic age. In this paper, the potential of support vector machine (SVM) based classification approach has been used to assess the liquefaction potential from actual shear wave velocity data. In this approach, an approximate implementation of a structural risk minimization (SRM) induction principle is done, which aims at minimizing a bound on the generalization error of a model rather than minimizing only the mean square error over the data set. Here SVM has been used as a classification tool to predict liquefaction potential of a soil based on shear wave velocity. The dataset consists the information of soil characteristics such as effective vertical stress (σ′v0), soil type, shear wave velocity (Vs) and earthquake parameters such as peak horizontal acceleration (amax) and earthquake magnitude (M). Out of the available 186 datasets, 130 are considered for training and remaining 56 are used for testing the model. The study indicated that SVM can successfully model the complex relationship between seismic parameters, soil parameters and the liquefaction potential. In the model based on soil characteristics, the input parameters used are σ′v0, soil type, Vs, amax and M. In the other model based on shear wave velocity alone uses Vs, amax and M as input parameters. In this paper, it has been demonstrated that Vs alone can be used to predict the liquefaction potential of a soil using a support vector machine model. 相似文献
994.
内蒙古敖仑花斑岩铜钼矿床花岗岩类地质地球化学特征 总被引:5,自引:0,他引:5
敖仑花斑岩铜钼矿床位于大兴安岭南段西拉木伦河断裂北侧,矿床赋存于花岗闪长斑岩岩体及长英质角岩中.矿区脉岩发育,多形成于花岗闪长斑岩体及成矿之后.岩石地球化学表明,赋矿斑岩具有高Si、富Al、Na,低Ca、Mg和Fe2OT3,A/CNK值小于1.1等特征,为偏钠质的高钾钙碱性Ⅰ型花岗岩;稀土元素具微弱负Eu异常,轻重稀土分异比较明显,LREE/HREE值在11.43~18.33,LaN/YbN值在14.64~37.55;岩石具高Sr(>400×10-6),低Y(≤18×10-6)和Yb(≤1.9×10-6),显示出典型的埃达克岩特征.矿区后期的脉岩中,流纹斑岩与赋矿斑岩的地球化学特征差别较大,具有低Sr,高Y和Yb,明显的负Eu异常等特征,反映其构造背景为张性环境;英安斑岩具有弱的负Eu异常,轻重稀土分异度高于流纹斑岩,但略低于花岗闪长斑岩.通过分析矿区花岗岩岩类的地球化学特征及形成构造环境,认为敖仑花铜钼矿床具有有利的成矿条件和很大的找矿潜力. 相似文献
995.
Hongzhang Kang Chunjiang Liu Wenjuan Yu Lili Wu Dongmei Chen Xiao Sun Xiaoping Ma Haibo Hu Xueling Zhu 《Journal of Geochemical Exploration》2011
The patterns of variation in natural abundance of foliar and soil (15N) (expressed as δ15N) related to geographical and climatic variables frequently vary over plant species or plant function groups. It is essential to identify the pattern of foliar δ15N for specific plant species which has a widespread distribution and to explore the underlying mechanisms in the context of environmental change such as global warming and anthropogenic nitrogen deposition. Oriental oak (Quercus variabilis Bl.), characterized by cork bark, is a widely distributing deciduous broadleaf tree species that can be found in temperate and subtropical areas of East Asia. In this study, the variations in foliar and soil 15N were investigated based on the data of leaf and soil samples collected in 22 stands over eastern China (from 24 to 41° N in latitude and 102 to 123° E in longitude), and the mechanisms were discussed. The results showed that for oriental oak stands, mean foliar and soil δ15N were − 4.8‰ and 2.0‰, respectively, indicating an evident 15N enrichment in the soils. The average foliar δ15N value of oriental oak in warm temperate forest was significantly lower (p < 0.01), while a higher enrichment factor was also observed in temperate forests, than that in the subtropical areas. Over the eastern China, the foliar δ15N increased linearly and significantly with increasing mean annual precipitation (MAP) (R2 = 0.481 and p < 0.001) and mean annual temperature (MAT) (R2 = 0.285 and p = 0.01) and decreasing pH value of rain water (R2 = 0.333 and p = 0.005). With these results in eastern China, there are great implications in understanding how nitrogen dynamics of ecosystems responds to warming, drought and acid rain. 相似文献
996.
Hydrogeochemistry of three watersheds (the Erlqis, Zhungarer and Yili) in northern Xinjiang, NW China 总被引:7,自引:0,他引:7
Bingqi Zhu Xiaoping YangPatrick Rioual Xiaoguang QinZiting Liu Heigang XiongJingjie Yu 《Applied Geochemistry》2011,26(8):1535-1548
In the arid region of northern Xinjiang, one of the least-studied areas in China, three watersheds, namely those of the Yili, Zhungarer and Erlqis, have become the focus of attention due to rapidly increasing human population and water demands. The hydrogeochemistry of natural water from the three watersheds was investigated. The ionic chemistry of natural waters from these watersheds changes considerably on a regional scale. The waters are neutral to alkaline in nature and most of them are soft-fresh waters. The total dissolved solid (TDS) varies over two orders of magnitude with a mean value of 580 mg/L, about 1.2 times and 4.6 times those of the Huanghe (Yellow River) and the world spatial median, respectively, but only 40% and 0.8% of those of the Tarim and the western Alashan watersheds, respectively. Much of the solutes and physicochemical parameters in these waters are under the highest desirable limits of the World Health Organization (WHO) for drinking purpose and a plot of sodium adsorption ratio versus EC shows that most waters are of good water quality for irrigation. Water-rock interaction and saturation index (SI) for selected minerals are evaluated. The SI of these natural waters is out of equilibrium (undersaturated) with respect to major carbonates (calcite and dolomite) and evaporites (gypsum and halite). The high concentrations of alkali earth metals, alkalinity and the high (Ca + Mg)/(Na + K) and Na/Cl ratios indicate that the release of major solutes in these waters is controlled largely by dissolution processes of carbonate and partly by silicate weathering, while, cation exchange reactions, soil-salt leaching and evaporation processes also play an important role. The effects of local pollution are minimal in the montane and piedmont areas of these watersheds but are significant in the oases and central areas of the drainage basins. 相似文献
997.
998.
999.
Tangjiashan landslide is a typical high-speed consequent landslide of medium-steep dip angle. This landslide triggered by earthquake took place in about semi-minute. The relative sliding displacement is 900 meters, so average sliding speed is about 30 meters per second. The longitudinal length of barrier dam which is formed by high-speed landslide along river is 803.4 meters; and maximum width crossing river is 611.8 meters. And its volume is estimated about 20.37 million steres. Through detailed geological investigation of the barrier dam, together with early geological information before earthquake, geological structures of the barrier dam and its stability of upstream and downstream slopes are studied when water level reaches different elevations in condition of continual after shocks with seismic intensity of 7 or 8 Richter scale. On this basis, dam-breaking mode of barrier dam is discussed deeply. Thereby, analytic results provide significant guidance and advices to front headquarters of Tangjiashan barrier dam, so that some proper engineering measures can be implemented and flood discharge can be carried out well. 相似文献
1000.
利用逐日降水量资料,选取8个降水指数,采用趋势分析、相关性分析等方法,对2000—2016年贵州草海湿地极端降水特征进行分析。结果表明:21世纪以来,草海湿地降水量总体呈上升趋势。雨季、旱季降水量占年降水量比例的均值分别为87.3%和12.7%。四季降水量占年降水量比例的区间,春季为8.5%—29.8%,夏季为8.7%—65.1%,秋季为0.9%—38.7%,冬季为0.9%—4.9%。暴雨日数最大值为5 d,暴雨日降水量接近400 mm,两者变化均呈显著上升趋势;连续有雨日数和连续有雨日数≥10 d发生次数的均值分别为14 d和2次;连续无雨日数和连续无雨日数≥10 d的发生次数均值分别为15 d和3次。日最大降水量、暴雨日降水量和连续有雨日降水量三类极端降水指数均值分别为67.0、109.3和115.0 mm,占年降水量比例的均值为7.9%、11.7%和13.3%,比例区间分别为5.4%—13.3%、0—30.4%和7.2%—23.6%。 相似文献