利用LM-BP神经网络估算西北地区太阳辐射   总被引：1，自引：1，他引：0  

李净  王卫东  张福存 《干旱区地理》2015,38(3)

气候、生态、水文等模型的应用需要空间连续分布的太阳辐射数据,由于地形等条件的制约,气象站点的分布有限,无法利用稀少的站点获得空间连续分布的辐射数据,而BP(Back-propagation)神经网络模型对太阳辐射具有很好的预测性,但以往的研究都是基于单个站点估算太阳辐射,而且BP神经网络模型存在收敛速度慢、学习时间长等问题,为解决BP算法存在的不足,采用LM(Levenberg-Marquardt)算法优化后的BP神经网络(简称LM-BP神经网络)结合DEM(Digital Elevation Model)数据估算西北地区128个气象站点2011年的太阳总辐射月均值,通过乌鲁木齐和银川两台站的实测数据进行验证,两台站的平均百分比误差分别为2.89%和3.24%,平均偏离误差分别为0.27 MJ·m-2和0.61 MJ·m-2,且拟合优度均0.90。该模型各项误差指标较小,估算精度较高。最后将模型模拟出的辐射值,结合已有的24个辐射站点的实测值进行空间插值,得到西北地区2011年逐月太阳辐射精细化空间分布图。  相似文献   

Evolution and Morphodynamics of a Prograded Beach‐Ridge Foreland,Northern Baffin Island,Canadian Arctic Archipelago          下载免费PDF全文

Dominique St‐Hilaire‐Gravel  Donald L. Forbes  Trevor Bell 《Geografiska Annaler: Series A, Physical Geography》2015,97(3):615-631

Landward retreat (marine transgression) is a common response of coastal systems to rising relative sea level. However, given sufficient sediment supply, the coast may advance seaward. The latter response of gravel barriers has been recorded in parts of southeastern and northwestern Canada, where seaward‐rising sets of beach ridges are observed in areas of Holocene RSL rise. Cape Charles Yorke, northern Baffin Island, is a 5 km long gravel foreland characterized by seaward‐rising beach‐ridge crest elevations. The prograded morphology of the Cape Charles Yorke foreland is a prime example of coastal response to a combination of rising RSL and abundant sediment supply, an unusual and little‐documented pattern in the Canadian Arctic. The main gravel supply to Cape Charles Yorke is likely from eroding bedrock and raised marine deposits southwest of the foreland. Although not the dominant sediment source, the Cape Charles Yorke delta contributed to the formation of the foreland by sheltering it from easterly storm waves and providing an anchor point for the prograding ridges. The truncation of relict ridges by the modern shoreline suggests a recent regime shift from continuous deposition to predominant erosion. The cause and timing of this shift are unknown but could result from a recent dwindling in sediment supply, increased accommodation space, increased wave energy, and/or an accelerated rise of relative sea level.  相似文献   

基于改进城市引力模型的武汉城市圈引力格局划分研究   总被引：2，自引：2，他引：0  

钱春蕾  叶菁  陆潮 《地理科学进展》2015,34(2)

科学合理地划分城市经济联系是完善城市圈功能布局、实现经济一体化发展的基础。通过引入相对引力常量、改进城市引力模型,并以武汉城市圈为例,探讨城市经济联系空间结构及引力格局划分方法。结果如下:1改进的引力模型能客观反映城市间不相等的相对引力现状;2武汉城市圈呈现出经济辐射型、经济依赖型、经济复合型3类城市经济联系结构,武汉市是城市圈内唯一的强经济辐射型城市;3根据城市经济联系结构,将武汉城市圈引力格局划分为以孝感—武汉—咸宁为中心,黄石—鄂州—黄冈和仙桃—天门—潜江为两翼的城市组团。  相似文献   

Accounting for the solar radiation in thermal regime prediction for railway subgrade in cold regions     

Alexander Isakov  Anna Lavrova 《寒旱区科学》2015,7(4):293-299

This paper presents a comparative analysis of simulation processes of seasonal freezing-thawing of railway subgrade and permafrost degradation, with and without accounting for solar radiation. Also, the effect of sun screens to reduce the degradation of subgrade permafrost under different climatic conditions is numerically substantiated. And finally, the temperature criterion of the origination of permafrost is illustrated.  相似文献   

Biomass and water partitioning in two age-related Caragana korshinskii plantations in desert steppe, northern China     

RenTao Liu  Fan Zhu 《寒旱区科学》2015,7(3):238-244

Understanding of biomass and water allocation in plant populations will provide useful information on their growth pattern and resource allocation dynamics. By direct measurement, the biomass and water...  相似文献   

The 2013 Ibiza Calibration Campaign of Jason-2 and SARAL Altimeters     

F. Frappart  N. Roussel  R. Biancale  J.J. Martinez Benjamin  F. Mercier  F. Perosanz 《Marine Geodesy》2015,38(3):219-232

This study presents the results of the 2013 Ibiza (Western Mediterranean) calibration campaign of Jason-2 and SARAL altimeters. It took place from 14 to 16 September 2013 and comprised two phases: the calibration of the GNSS (Global Navigation Satellite System) buoys to estimate the antenna height of each of them and the absolute calibration to estimate the altimeter bias (i.e., the difference of sea level measured by radar altimetry and GNSS). The first one was achieved in the Ibiza harbor at a close vicinity of the Ibiza tide gauge and the second one was performed at ～ 40 km at the northwest of Ibiza Island at a crossover point of Jason-2 and SARAL nominal groundtracks. Five buoys were used to delineate the crossover region and their measurements interpolated at the exact location of each overflight. The overflights occurred two consecutive days: 15 and 16 September 2013 for Jason-2 and SARAL, respectively. The GNSS data were processed using precise point positioning technique. The biases found are of (?0.1 ± 0.9) and (?3.1 ± 1.5) cm for Jason-2 and SARAL, respectively.  相似文献   

Assessing the Measurement Consistency Between the Jason-2/AMR and SARAL/AltiKa/DFMR Microwave Radiometers Using Simultaneous Nadir Observations     

Bin Zhang  Changyong Cao  John Lillibridge  Laury Miller 《Marine Geodesy》2015,38(3):143-155

SARAL/AltiKa has a Dual Frequency Microwave Radiometer (DFMR), and Jason-2 has an Advanced Microwave Radiometer (AMR). Both microwave radiometer sensors include a 23.8 GHz primary water sensing channel. The measurement consistencies between DFMR and AMR are important for establishing a consistent altimetry data set between SARAL/AltiKa and Jason-2 in order to accurately assess sea level rise in a long-term time series. This study investigates the measurement consistency in the 23.8 GHz channel between DFMR and AMR at the Simultaneous Nadir Overpasses (SNO's) between the two satellites and also at coldest ocean brightness temperature locations. Preliminary results show that while both instruments show no significant trends over the one year since the launch of SARAL, a consistent relative bias of 2.88 K (DFMR higher than AMR) with a standard deviation of 0.98 K is observed. The relative bias at the lowest brightness temperature from the SNO method (-3.82 K) is consistent with that calculated from coldest ocean method (-3.74 K). The relative bias exhibits strong latitude (and scene temperature) dependency, changing from -3.82 K at high latitudes to -0.92 K near the equator. There also exists an asymmetry between the northern and southern hemisphere. The relative bias increases toward the lower end of brightness temperature.  相似文献   

长江口营养盐结构特征及其对浮游植物的限制   总被引：1，自引：1，他引：0  

李亚力  沈志良  线薇微  刘素 《海洋科学》2015,39(4):125-134

根据2013年5月、11月两个航次的调查资料,分析了长江口营养盐浓度及其结构的分布变化,并探讨了营养盐对浮游植物的限制情况。长江口营养盐分布存在季节差异:口门外NO3-N、NO2-N浓度均为春季高秋季低,PO34-P、3SiO2-Si、NH4-N浓度则秋季高春季低,口门内除NO2-N外,NO3-N、PO34-P、SiO23-Si、NH4-N浓度均为秋季高于春季。NO3-N、PO34-P、SiO23-Si浓度从近岸向外海逐渐降低,NO2-N、NH4-N浓度分布规律不明显。NO3-N是DIN的主要存在形态,其占DIN的比例为春季95%、秋季83%。春季、秋季DIN/P均高于16,表现出长江口过量的DIN输入,春季Si/DIN基本小于1,秋季Si/DIN大于1。春季由于硅藻的局部生长使DIN/P异常升高、Si/DIN异常降低,秋季西北部海区受苏北沿岸流影响,呈低DIN/P值和高Si/DIN值分布。受含过量DIN、SiO23-Si的长江冲淡水的影响,春、秋季均表现为PO34-P潜在相对限制。春季由于浮游植物的大量吸收,局部出现PO34-P、SiO23-Si的绝对限制。当同时考虑绝对限制和潜在相对限制时,春季15.38%的站位受PO34-P限制,限制情况较上世纪90年代更为突出。  相似文献   

现行业务湿度传感器测量不确定度研究     

蒋娟萍  卢会国  吴丽娜 《成都信息工程学院学报》2015,30(2)

依据JJF1059.1-2012《测量不确定度评定与表示》,针对自动气象站各要素传感器的测量误差会随时间、温度等环境因素的变化而发生漂移.为确保观测数据的准确、可靠,以CP340恒温恒湿箱为湿度发生环境、采用英国michell公司的Optidew Vision精密露点仪为标准器,介绍了利用HMP155A温湿度传感器进行湿度测量不确定度评定的一般方法和详细步骤.最后给出一个评定实例,在温度为22℃和40℃,相对湿度为30％ RH～75％RH时,通过对测量不确定度的各分量进行分析和计算,得到HMP155A温湿度传感器测量结果的扩展不确定度分别为1.50％和1.46％.  相似文献   

同波束干涉测量在月面相对定位中的应用     

黄岸毅  谢鑫  张智斌  李恒年 《测绘学报》2015,44(9):973-979

基于同波束干涉测量原理和观测模型,针对月面目标特性,推导了给定着陆器先验位置的差分时延、差分时延率观测方程。引入指定高程约束、月球数字地形模型等约束方程,提出巡视器相对位置确定的卡尔曼滤波算法。通过仿真数据进行了验证和评估,表明该算法可快速、较高精度地确定月面巡视器相对着陆器的位置。  相似文献