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141.
Pao-Shan?YuEmail author Shien-Tsung?Chen Chia-Jung?Chen Tao-Chang?Yang 《Natural Hazards》2005,34(2):131-150
This study applies the fuzzy multi-objective approach to forecast short-term (around 24 h) typhoon rainfall, which can be implemented without much background meteorological knowledge. The physical characteristics of 40 typhoons, including route, central pressure, central velocity and cyclonic radius, were used as the data set. The fuzzy multi-objective method mined information from the database to forecast both the depth and pattern of rainfall, which were then combined to estimate a cumulative rainfall curve. The results of calibration with reference to 40 historical typhoon events and the results of validation using another five typhoon events indicate that the proposed model has the potential to forecast short-term cumulative rainfall curves if more variables can be included and more historical typhoon events can be collected to enlarge the database. 相似文献
142.
《The Journal of geography》2012,111(3):129-132
Abstract The benefits of weather forecasting contests within geography departments are reaffirmed. The greatly increased ease of conducting such contests in the new millennium is stressed. Some of the specifics of the forecasting contest at Salisbury University are discussed. In addition, the advantages of a departmental contest over a national contest are presented, and suggestions for future research are listed. 相似文献
143.
基于时间序列法的北京市需水量预报(英文) 总被引:2,自引:0,他引:2
It is essential to establish the water resources exploitation and utilization planning,which is mainly based on recognizing and forecasting the water consumed structure rationally and scientifically.During the past 30 years(1980-2009),mean annual precipitation and total water resource of Beijing have decreased by 6.89% and 31.37% compared with those perennial values,respectively,while total water consumption during the same period reached pinnacle historically.Accordingly,it is of great significance for the harmony between socio-economic development and environmental development.Based on analyzing total water consumption,agricultural,industrial,domestic and environmental water consumption,and evolution of water consumed structure,further driving forces of evolution of total water consumption and water consumed structure are revealed systematically.Prediction and discussion are achieved for evolution of total water consumption,water consumed structure,and supply-demand situation of water resource in the near future of Beijing using Time Series Forecasting Method.The purpose of the endeavor of this paper is to provide scientific basis for the harmonious development between socio-economy and water resources,for the establishment of rational strategic planning of water resources,and for the social sustainable development of Beijing with scientific bases. 相似文献
144.
《Norsk geografisk tidsskrift. Norwegian journal of geography》2012,66(2):104-113
The article compares the accuracy of forecasted and actual supply chain cost and price factors in a Nordic paper mill's sales to customers in two large European countries. Empirical longitudinal research data covering the years between 2002 and 2008 were obtained from a large integrated Finnish paper mill, and consisted of sales volumes, paper prices, variable costs, and transport costs. It was expected that the mill would be able to forecast demand, prices and costs accurately, but the empirical findings showed that the forecasts for paper price, demand, and cost varied from one market to another and were not highly accurate. In addition, the forecasting of gross margins seemed to be very inexact. It is concluded that there is a need for more reliable forecasting methods in the paper industry to anticipate economic development as paper demand and costs change. 相似文献
145.
Formation of an Interactive User-Oriented Forecasting System: Experience from Hydrological Application in Linyi, Eastern China 总被引:1,自引:0,他引:1
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YAN Zhongwei HAN Jiarui JIAO Meiyan CHEN Jing YE Qian ZHAO Linn TU Kai 《Acta Meteorologica Sinica》2012,26(1):13-25
Having provided an overview of the ideas of developing user-oriented interactive forecast system (UIFS) emerging in recent years,the authors proposed an idealized framework of the new-generation meteorological system,which includes the initial user-end module for configuring the forecast target,the physical predictive and downscaling components,and an incessant assessing module in association with decision-making at the user-end.A case study was carried out with a focus on applying the TIGGE (THORPEX Interactive Grand Global Ensemble;THORPEX stands for The Observing System Research and Predictability Experiment) precipitation forecasts for the hydrological users in Linyi,a region richest in rivers and reservoirs in eastern China.The preliminary results exhibited great potential of improvement in applications of weather forecasts by combining the user-end information.Although the TIGGE results provided by existing national/international operating models were independent from the user-end,the case study enlightened ways of establishing an iteratively self-improving UIFS involving user-orientation throughout the forecast process. 相似文献
146.
Probabilistic Precipitation Forecasting Based on Ensemble Output Using Generalized Additive Models and Bayesian Model Averaging 总被引:2,自引:0,他引:2
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A probabilistic precipitation forecasting model using generalized additive models (GAMs) and Bayesian model averaging (BMA) was proposed in this paper.GAMs were used to fit the spatial-temporal precipi... 相似文献
147.
148.
精细化监测资料在山西暴雨预报模型改进中的应用 总被引:2,自引:0,他引:2
利用近3年5—9月山西63个GPS/MET临测站反演的逐时气柱水汽总量空间分布图与对应的459天气象观测资料、12个暴雨日的暴雨落区以及对应的流型配置图,对比分析发现:(1)当气柱水汽总量空间分布的水平梯度在25~40 mm/l经(纬)度时,未来12~36小时,在水平梯度的大值区及其南北(东西)0.5~1.0个经(纬)度的范围内,暴雨及其以上天气出现的概率达100%,当气柱水汽总量空间分布的水平梯度≥40 mm/l经(纬)度时,在水平梯度的大值区及其南北(东西)0.5个经(纬)度的范围内出现大暴雨的慨率为63.6%;(2)暴雨落区在气柱水汽总量空间分布图中水汽含量水平梯度大值区及其以北(西)还是以南(东)0.5~1.0)个经(纬)度的范围出现,不同的流型配置会出现不同的结果。应用逐时GPS/MET资料和逐时自动气象站极大风速风场资料,依据暴雨出现在气柱水汽总量空间分布图中水汽含量水平梯度大值区的不同位置,建立不同流型配置下的多种暴雨概念模型;采用轮廓识别技术在C/S架构下,对12~36小时暴雨落区预报模型进行改进并实现了自动化运行,2011年进行准业务使用证明效果良好。 相似文献
149.
王永弟 《南京气象学院学报》2012,4(4):316-320
将模糊时间序列模型引入短期气候预报,利用重庆34个地面气象观测站的逐日观测资料(1971—2007年)和重庆市旱涝灾害监测预警决策服务系统计算的干旱指数和洪涝指数等资料,运用模糊时间序列模型分别对2001—2007年重庆市城口县1月降水、1月平均气温的预报结果(年度预测)和重庆市春旱指数的预报结果(年度预测)进行了模糊时间序列分析,预测了2004—2007年的发展趋势,用2004—2007年实测值与预测结果进行了比较,并与加权集成、人工神经网络集成、数据挖掘集成等模型进行了精度比较和分析.结果表明:模糊时间序列模型各项精度评定指标优良,并且计算简单,具有一定的实用价值. 相似文献
150.