黄河干流龙羊峡-寺沟峡段灾害地质遥感地质调查

1、龙羊峡库区的沙漠不是今天风力搬运的产物,它是第四纪初期形成的古沙岸。2、龙羊峡-寺沟峡段黄河两岸区的滑坡、崩塌共有210处,其中滑坡137处,崩滑42处,崩塌23处,未滑动危体8处,它们受断裂的控制;3、该区段较大和较严重的泥石流51处,其中极严重泥石流4处,较严重泥石流23处,中等程度泥石流24处,主要分布在贵德、尖扎、循化,共和四个盆地。     

一种适用于大角度的三维坐标转换参数求解算法

针对传统的三维基准转换模型局限于求取小角度的三维基准间转换参数的缺点,提出了一种适用于大角度的三维基准转换参数求解模型。利用实测数据和模拟数据对此模型进行了验证,结果表明,所提出的算法适用于任意角度的三维基准转换,既可利用传统的最小二乘方法估计坐标转换参数,又可利用整体最小二乘方法进行参数求解,可靠性高,解算速度快。     

1960-2009年横断山区潜在蒸发量时空变化(英文)

Based on the meteorological data of 20 stations in the Hengduan Mountains region during 1961-2009, the annual and seasonal variation of potential evapotranspiration was analyzed in combination with the Penman-Monteith model. With the method of Spline interpolation under ArcGIS, the spatial distribution of potential evapotranspiration was presented to research the regional difference, and the correlation analysis was used to discuss the dominant factor affecting the potential evapotranspiration. The results indicated that the an-nual potential evapotranspiration showed a decreasing tendency since the 1960s, especially from the 1980s to 1990s, while it showed an increasing tendency since 2000. Regional potential evapotranspiration showed a rate of -0.17 mm a?1. Potential evapotranspiration in north, middle and south of the Hengduan Mountains exhibited decreasing trends over the studied period, and its regional trend was on the decline from southwest to northeast.     

Study on mass balance and sensitivity to climate change in summer on the Qiyi Glacier, Qilian Mountains

Based on the glacier mass balance and meteorological data of air temperature and precipitation on the Qiyi Glacier from June 30 to September 5, 2010, we used a degree-day mass balance model to simulate the change of mass balance during this period. Our results indicate that the current value of the mass balance is ?856.2 mm w.e. Subjected to the strong influences of air temperature and precipitation, the mass balance process can be divided into three stages: accumulating exiguously → melting intensively → melting exiguously. The variation trends of the mass balance according to the degree-day mass balance model and the observed values are similar and wholly reflect the spatial distribution characteristics of the glacier mass balance, which increases with the increase of altitude. Our experiment on climate sensitivity of the mass balance showed that mass balance was very sensitive to the change of temperature; air temperature is the key factor which influences mass balance; and a slight increase in precipitation will have a negligible effect on mass balance when the air temperature increases continuously.     

基于CLM3模拟的中国区域陆地水资源分析

针对2007年7月30日发生在山西省南部的区域暴雨局部特大暴雨天气过程,利用多种资料,计算了多种物理量,分析了其演变特征,指出a)前期500 hPa阻塞高压和切断低压的形成和长期维持以及副热带高压的稳定加强、维持,是造成山西大范嗣降水和区域暴雨天气的特殊环流背景.b)特殊背景下形成的MCS是造成此次南部区域暴雨的直接影响系统,强烈而持续的水汽夹卷作用、对流层高层强抽吸作用使得MCS维持和加强.c)地形性辐合的存在使得垂直上升运动加强,而高位势不稳定能量的释放与低层迎风坡面上低云的相互作用,使得MCS不断发展,使雨强出现了3次强烈增幅.     

A hybrid integrated deep learning model for the prediction of citywide spatio-temporal flow volumes

ABSTRACT

The spatio-temporal residual network (ST-ResNet) leverages the power of deep learning (DL) for predicting the volume of citywide spatio-temporal flows. However, this model, neglects the dynamic dependency of the input flows in the temporal dimension, which affects what spatio-temporal features may be captured in the result. This study introduces a long short-term memory (LSTM) neural network into the ST-ResNet to form a hybrid integrated-DL model to predict the volumes of citywide spatio-temporal flows (called HIDLST). The new model can dynamically learn the temporal dependency among flows via the feedback connection in the LSTM to improve accurate captures of spatio-temporal features in the flows. We test the HIDLST model by predicting the volumes of citywide taxi flows in Beijing, China. We tune the hyperparameters of the HIDLST model to optimize the prediction accuracy. A comparative study shows that the proposed model consistently outperforms ST-ResNet and several other typical DL-based models on prediction accuracy. Furthermore, we discuss the distribution of prediction errors and the contributions of the different spatio-temporal patterns.     

基于Spearman秩相关系数的PWV与PM2.5相关性研究

在讨论大气可降水量(PWV)与细颗粒物(PM 2.5)之间的相关性时,传统方法未能很好地顾及连续数据中包含的非雾霾天气信息的影响,为此本文提出2个数据选取标准——时间标准和空气质量指数(AQI)等级标准,用于获取雾霾期间对应的PWV和PM 2.5序列。为解决数据筛选后不连续的问题,引入一种非参数性质的Spearman秩相关系数ρ,在北京市2014~2016年雾霾多发期,分析不同AQI等级对应时段的非连续等距的PWV和PM 2.5序列的相关性可知,筛选后3 a的ρ在第1、4季度的均值分别为0.6613和0.6280,整体均值为0.6447,表明雾霾天气下PWV和PM 2.5序列具有单调正向的相关性,而传统分析方法(未筛选)下两者的相关系数均较小,表明在对数据进行选取后的分析结果更具针对性和准确性。     

基于WebGIS的水务普查成果共享服务平台设计与实现

北京市于2010—2012年开展了第一次面向境内的水务对象普查工作,普查对象涉及河流湖泊、水利工程、供排水等共11个专项,成果涵盖了十几万个水务对象。此次普查基本摸清了北京市水务家底,为助推首都经济发展打下了坚实的基础。但由于长期以来受传统观念、行政体制、管理模式、技术手段等多方面因素的制约,导致"信息孤岛"现象严重,信息不一致难以整合共享,业务之间难以协同。为了解决这些问题,北京市开展了"基础水信息服务平台"及相关配套设施的建设。该平台基于Web GIS和元数据等技术,通过梳理普查基础数据和空间数据,结合已有数据及基础测绘数据,建成水务综合库,绘制完成水务一张图,搭建北京市基础水信息服务平台。平台的建成,实现了"一张图、一个库、一套表、一个平台"的"四个一"普查成果目标,初步形成"水务百度"雏形。     

采动区旧址文物类建筑物评价方法

针对采动区旧址文物类建(构)筑物的特殊性,文章提出采动影响下旧址文物类建(构)筑物损坏的多因素单一综合评价方法。以安源煤矿革命旧址建(构)筑物为研究对象,系统分析了革命旧址建(构)筑物的损坏原因,并确定相应的评价指标,采用加权平均法对建(构)筑物的损害进行综合评价分析。结果表明,评价结果与实际损坏程度相符,反映了革命旧址建(构)筑物不同于普通结构建筑物的特殊性,为采动区旧址文物类建(构)筑物损坏的评价方法提供新的途径。     

土壤水盐运移模型研究进展及展望

回顾了国内外土壤水盐运移模型的发展历程,根据土壤水盐运移模型构成的原理和发展趋势,将土壤水盐运移模型分为水盐平衡模型、物理模型和系统模型。借助国内外文献对已有模型的原理和应用进行了介绍,并对存在的问题进行了分析;展望了新形势下土壤水盐运移模型的未来发展趋势和研究重点,旨在为今后土壤水盐运移模型研究提供新的思路。