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191.
M. J. Grosskopf R. P. Drake C. C. Kuranz A. R. Miles J. F. Hansen T. Plewa N. Hearn D. Arnett J. C. Wheeler 《Astrophysics and Space Science》2009,322(1-4):57-63
The National Ignition Facility (NIF) will soon provide experiments with far more than ten times the energy than has been previously available on laser facilities. In the context of supernova-relevant hydrodynamics, this will enable experiments in which hydrodynamic instabilities develop from multiple, coupled interfaces in a diverging explosion. This paper discusses the design of such blast-wave-driven explosions in which the relative masses of the layers are scaled to those within the star. It reports scaling simulations with CALE to model the global dynamics of such an experiment. CALE is a hybrid, Arbitrary Lagrangian-Eulerian code. The simulations probed the instability growth and multi-interface interactions in mass-scaled systems using different materials. The simulations assist in the target design process and in developing an experiment that can be diagnosed. 相似文献
192.
193.
Studies of entrainment across the top of the boundary layer rely to a great extent on identification of the boundary-layer
top, inversion properties, entrainment-zone depth, and the temporal changes in all of these. A variety of definitions and
techniques have been used to provide automated and objective estimates; however, direct comparisons between studies is made
difficult by the lack of consistency in techniques. Here we compare boundary-layer depth, entrainment-zone thickness, and
entrainment rate derived from several commonly used techniques applied to a common set of large-eddy simulations of the idealized,
dry, convective boundary layer. We focus in particular on those techniques applicable to lidar backscatter measurements of
boundary-layer structure. We find significant differences in all the quantities of interest, and further that the behaviour
as functions of common scaling parameters, such as convective Richardson number, also differ, sometimes dramatically. The
discretization of the possible values of some quantities imposed by the vertical grid is found to affect some of the results
even when changes to model resolution does not affect the entrainment rate or scaling behaviour. This is a particular problem
where entrainment parameters are derived from a single mean profile (e.g. the buoyancy-flux profile), but not where they are
derived from the statistical properties of large numbers of individual profiles (e.g. the probability distribution of the
local boundary-layer top at each model grid point). 相似文献
194.
The analysis of organic matter (OM) preserved in stalagmites is a growing field, but there have been few studies of biomarker compounds such as lignin phenols that are widely used in other palaeoenvironmental contexts. Here we present a preliminary qualitative study of the OM in six stalagmite samples from contrasting environments, using thermochemolysis in the presence of tetramethylammonium hydroxide (TMAH). The results indicate that a wide variety of products is preserved, including several potential lignin-derived compounds, but also that further research is needed to maximise compound recovery and allow the analysis of dissolved OM preserved in stalagmites to reach its full potential. 相似文献
195.
Impact of climate change on Pacific Northwest hydropower 总被引:2,自引:0,他引:2
The Pacific Northwest (PNW) hydropower resource, central to the region’s electricity supply, is vulnerable to the impacts
of climate change. The Northwest Power and Conservation Council (NWPCC), an interstate compact agency, has conducted long
term planning for the PNW electricity supply for its 2005 Power Plan. In formulating its power portfolio recommendation, the
NWPCC explored uncertainty in variables that affect the availability and cost of electricity over the next 20 years. The NWPCC
conducted an initial assessment of potential impacts of climate change on the hydropower system, but these results are not
incorporated in the risk model upon which the 2005 Plan recommendations are based. To assist in bringing climate information
into the planning process, we present an assessment of uncertainty in future PNW hydropower generation potential based on
a comprehensive set of climate models and greenhouse gas emissions pathways. We find that the prognosis for PNW hydropower
supply under climate change is worse than anticipated by the NWPCC’s assessment. Differences between the predictions of individual
climate models are found to contribute more to overall uncertainty than do divergent emissions pathways. Uncertainty in predictions
of precipitation change appears to be more important with respect to impact on PNW hydropower than uncertainty in predictions
of temperature change. We also find that a simple regression model captures nearly all of the response of a sequence of complex
numerical models to large scale changes in climate. This result offers the possibility of streamlining both top-down impact
assessment and bottom-up adaptation planning for PNW water and energy resources. 相似文献
196.
197.
Farshid Rahmani Chaopeng Shen Samantha Oliver Kathryn Lawson Alison Appling 《水文研究》2021,35(11):e14400
Basin-centric long short-term memory (LSTM) network models have recently been shown to be an exceptionally powerful tool for stream temperature (Ts) temporal prediction (training in one period and predicting in another period at the same sites). However, spatial extrapolation is a well-known challenge to modelling Ts and it is uncertain how an LSTM-based daily Ts model will perform in unmonitored or dammed basins. Here we compiled a new benchmark dataset consisting of >400 basins across the contiguous United States in different data availability groups (DAG, meaning the daily sampling frequency) with and without major dams, and studied how to assemble suitable training datasets for predictions in basins with or without temperature monitoring. For prediction in unmonitored basins (PUB), LSTM produced a root-mean-square error (RMSE) of 1.129°C and an R2 of 0.983. While these metrics declined from LSTM's temporal prediction performance, they far surpassed traditional models' PUB values, and were competitive with traditional models' temporal prediction on calibrated sites. Even for unmonitored basins with major reservoirs, we obtained a median RMSE of 1.202°C and an R2 of 0.984. For temporal prediction, the most suitable training set was the matching DAG that the basin could be grouped into (for example, the 60% DAG was most suitable for a basin with 61% data availability). However, for PUB, a training dataset including all basins with data was consistently preferred. An input-selection ensemble moderately mitigated attribute overfitting. Our results indicate there are influential latent processes not sufficiently described by the inputs (e.g., geology, wetland covers), but temporal fluctuations can still be predicted well, and LSTM appears to be a highly accurate Ts modelling tool even for spatial extrapolation. 相似文献
198.
Differential presence of anthropogenic compounds dissolved in the marine waters of Puget Sound, WA and Barkley Sound, BC 总被引:1,自引:0,他引:1
Organic compounds were evaluated in March 2010 at 22 stations in Barkley Sound, Vancouver Island Canada and at 66 locations in Puget Sound. Of 37 compounds, 15 were xenobiotics, 8 were determined to have an anthropogenic imprint over natural sources, and 13 were presumed to be of natural or mixed origin. The three most frequently detected compounds were salicyclic acid, vanillin and thymol. The three most abundant compounds were diethylhexyl phthalate (DEHP), ethyl vanillin and benzaldehyde (∼600 ng L−1 on average). Concentrations of xenobiotics were 10-100 times higher in Puget Sound relative to Barkley Sound. Three compound couplets are used to illustrate the influence of human activity on marine waters; vanillin and ethyl vanillin, salicylic acid and acetylsalicylic acid, and cinnamaldehyde and cinnamic acid. Ratios indicate that anthropogenic activities are the predominant source of these chemicals in Puget Sound. 相似文献
199.
Marsh shoreline, an important habitat for juvenile penaeid shrimps, was extensively oiled in coastal Louisiana by the Deepwater Horizon oil spill of 2010. The effect of this spill on growth was examined for brown shrimp Farfantepenaeus aztecus and white shrimp Litopenaeus setiferus held for 7 days in field mesocosms in Barataria Bay during May and August 2011, respectively. The experiments each had 10 treatment combinations, five apparent oil levels, each one with and without added food. Mesocosms were placed in northern Barataria Bay along shorelines that varied in oiling (designated as heavy, moderate, light, very light, or none based on NOAA surveys), and shrimp in half the mesocosms received additional food. Polycyclic aromatic hydrocarbon (PAH) concentrations determined from sediment cores collected at each mesocosm were significantly higher at heavy and moderate than very light shorelines and also higher at moderate than light and none shorelines. Brown shrimp grew more slowly at heavy than very light or none shorelines, and a statistically significant negative relationship was detected between brown shrimp growth rates and sediment PAH concentrations. In August, PAH sediment concentrations had decreased significantly from the values measured in May, no significant difference in white shrimp growth rates was detected among oiling levels, and no relationship was detected between white shrimp growth and sediment PAH concentrations. Both brown shrimp and white shrimp grew more rapidly in mesocosms where food was added. Our study shows that exposure to nonlethal concentrations of petroleum hydrocarbons can reduce growth rates of juvenile penaeid shrimps. 相似文献
200.
Climate change and river flooding: Part 2 sensitivity characterisation for british catchments and example vulnerability assessments 总被引:4,自引:0,他引:4
This paper is the second of a series describing a scenario-neutral methodology to assess the sensitivity and vulnerability of British catchments to changes in flooding due to climate change. In paper one, nine flood sensitivity types were identified from response surfaces generated for 154 catchments. The response surfaces describe changes in 20-year return period flood peaks (RP20) in response to a large set of changes in precipitation, temperature and potential evapotranspiration. In this paper, a recursive partitioning algorithm is used to link families of sensitivity types to catchment properties, via a decision tree. The tree shows 85 % success characterising the four sensitivity families, using five properties and nine paths. Catchment annual average rainfall is the primary partitioning factor, with drier catchments having a more variable response to climate (precipitation) change than wetter catchments and higher catchment losses and permeability being aggravating factors. The full sensitivity-exposure-vulnerability methodology is illustrated for two catchments: sensitivity is estimated by using the decision tree to identify the sensitivity family (and its associated average response surface); exposure is defined from a set of climate model projections and combined with the response surface to estimate the resulting impacts (changes in RP20); vulnerability under a range of adaptive capacity thresholds is estimated from the set of impacts. Even though they are geographically close, the two catchments show differing vulnerability to climate change, due to their differing properties. This demonstrates that generalised response surfaces characterised by catchment properties are useful screening tools to quantify the vulnerability of catchments to climate change without the need to undertake a full climate change impact study. 相似文献