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Robert Bain 《Transportation》2009,36(5):469-482
Traffic forecasts are employed in the toll road sector, inter alia, by private sector investors to gauge the bankability of
candidate investment projects. Although much is written in the literature about the theory and practice of traffic forecasting,
surprisingly little attention has been paid to the predictive accuracy of traffic forecasting models. This paper addresses
that shortcoming by reporting the results from the largest study of toll road forecasting performance ever conducted. The
author had access to commercial-in-confidence documentation released to project financiers and, over a 4-year period, compiled
a database of predicted and actual traffic usage for over 100 international, privately financed toll road projects. The findings
suggest that toll road traffic forecasts are characterised by large errors and considerable optimism bias. As a result, financial
engineers need to ensure that transaction structuring remains flexible and retains liquidity such that material departures
from traffic expectations can be accommodated.
Robert Bain spent the first 15 years of his career as a traffic and transportation consultant before joining the infrastructure team at Standard & Poor’s in 2002. He is currently retained by the rating agency on a freelance basis and, separately, provides transport-related technical support services to infrastructure funds, insurance companies and institutional investors. Robert recently completed a PhD at the Institute for Transport Studies—hence his affiliation with the University of Leeds. 相似文献
Robert BainEmail: |
Robert Bain spent the first 15 years of his career as a traffic and transportation consultant before joining the infrastructure team at Standard & Poor’s in 2002. He is currently retained by the rating agency on a freelance basis and, separately, provides transport-related technical support services to infrastructure funds, insurance companies and institutional investors. Robert recently completed a PhD at the Institute for Transport Studies—hence his affiliation with the University of Leeds. 相似文献
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结合国内外现有的沥青混凝土路面坑洞修补工艺,分析了传统坑洞修补工艺方案及其结构型式.按永久性修补要求提出了一种采用静力热压法的新的坑洞热修补工艺方法,同时设计出了一种新的坑洞修补装置,并通过室内坑洞热修补模拟试验,证明所提方法的可行性和有效性. 相似文献
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In order to improve the safety properties of an offloading system with side-by-side (SBS) mooring in which the FPSO is moored by a yoke system in the field of BZ25-1, it is necessary to analyze those properties. According to the experience of similar projects, tow strategies of different offloading arrangements were discussed by using the 3-D radiation/diffraction theory and quasi-static time domain method to assess their respective safety properties. Through the safety assessment analysis of different arrangement comparisons, various ways to improve the safety properties of offloading systems with side-by-side mooring were verified by analyzing the tension in the mooring lines and the fender deflection. Through comparison it can be concluded that by enlarging the key factors properly, including the size of the fenders and the hawsers as well as the number of hawsers, a better safety performance can be achieved. 相似文献
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A number of studies in the last decade have argued that Global Positioning Systems (GPS) based survey offer the potential to replace traditional travel diary surveys. GPS-based surveys impose lower respondent burden, offer greater spatiotemporal precision and incur fewer monetary costs. However, GPS-based surveys do not collect certain key inputs required for the estimation of travel demand models, such as the travel mode(s) taken or the trip purpose, relying instead on data-processing procedures to infer this information. This study assesses the impact that errors in inference can have on travel demand models estimated using data from GPS-based surveys and proposes ways in which these errors can be controlled for during both data collection and model estimation. We use simulated datasets to compare performance across different sample sizes, inference accuracies, model complexities and estimation methods. Findings from the simulated datasets are corroborated with real data collected from individuals living in the San Francisco Bay Area, United States. Results indicate that the benefits of using GPS-based surveys will vary significantly, depending upon the sample size of the data, the accuracy of the inference algorithm and the desired complexity of the travel demand model specification. In many cases, gains in the volume of data that can potentially be retrieved using GPS devices are found to be offset by the loss in quality caused by inaccuracies in inference. This study makes the argument that passively collected GPS-based surveys may never entirely replace surveys that require active interaction with study participants. 相似文献