Fast Nearest Neighbor Classification Methods for Multispectral Imagery

Nearest neighbor classifiers have not been widely used by remote sensing practitioners. The lack of acceptance of these classifiers may be partially due to their notoriously slow speed of execution which makes them impractical for the classification of mega-pixel images. However, training data reduction, distance measure optimization, and neighbor searching algorithms based on the modified k-d tree can speed nearest neighbor classification substantially.     

遗传算法在非线性地下水经济管理模型中的应用

通常采用基于梯度的数学规划方法求解地下水管理模型,如线性规划和非线性规划。但对于高度非线性、非凸的优化问题,尤其是涉及到经济或环境的地下水管理模型,传统方法难以有效地寻找全局最优解。本文介绍了一种求解非线性地下水资源管理模型的遗传算法,并以山东羊庄盆地分布参数地下水系统非线性管理模型为例,给出了用遗传算法在求解这类问题的一般步骤。结果表明该方法能快速有效地找到全局最优解。     

中国地震地形变国家级台网（定点）调优建议方案

根据我国现有地震地形变观测台网的实际情况，讨论了台网调整优化的基本原则及综合评估标准，并据以提出了调整优化后构成中国地震地形变国家级台网的４３个台站。     

An interval-parameter multi-stage stochastic programming model for water resources management under uncertainty

In this study, an interval-parameter multi-stage stochastic linear programming (IMSLP) method has been developed for water resources decision making under uncertainty. The IMSLP is a hybrid methodology of inexact optimization and multi-stage stochastic programming. It has three major advantages in comparison to the other optimization techniques. Firstly, it extends upon the existing multi-stage stochastic programming method by allowing uncertainties expressed as probability density functions and discrete intervals to be effectively incorporated within the optimization framework. Secondly, penalties are exercised with recourse against any infeasibility, which permits in-depth analyses of various policy scenarios that are associated with different levels of economic consequences when the promised water-allocation targets are violated. Thirdly, it cannot only handle uncertainties through constructing a set of scenarios that is representative for the universe of possible outcomes, but also reflect dynamic features of the system conditions through transactions at discrete points in time over the planning horizon. The developed IMSLP method is applied to a hypothetical case study of water resources management. The results are helpful for water resources managers in not only making decisions of water allocation but also gaining insight into the tradeoffs between environmental and economic objectives.     

共反射面叠加在实际地震资料处理中的应用

共反射面叠加方法运用3个地震波场参数来描述地下反射面元时距关系,不对地下反射界面形状做任何假设,并且是一种不依赖于宏观速度模型的反射波成像方法。共反射面叠加利用了邻近多个共反射点道集的相似性,提高了资料的覆盖次数,从而压制了随机噪声,增强反射波同相轴的连续性,大幅提高了地震资料的信噪比。通过在实际地震资料处理中的应用,证明了该方法的这些特性。     

基于可持续发展的区域水资源多目标优化配置研究

以区域经济发展与水环境保护相协调为目标,考虑社会各产业经济部门的污水处理和节水调节的控制作用,建立水资源多目标优化配置模型,并利用模糊理论构建评价函数。通过应用于盐城市水资源的优化配置,计算分析结果表明该方法具有良好的可行性和合理性。     

基于ASP.NET的Web GIS性能的优化

随着Web GIS的快速发展和广泛应用,对Web GIS的性能提出了更高的要求.ASP.NET是微软推出的新一代动态网页技术,它提供了强大的Web应用开发功能,开发基于ASP.NET的Web GIS是当前实现Web GIS的较佳方案之一.基于ASP.NET的Web GIS具有灵活性和动态特性,但是在获得这种灵活性和动态特性的同时却导致Web GIS性能降低.因此,有必要通过.NET框架内置的优化特性、程序设计中的一些性能优化技巧与ASP.NET的缓存技术的运用,降低Web GIS服务器的负载,使得设计和实现的Web GIS性能更优、效率更高.     

河南省气象服务短信平台

介绍了河南省气象短信运营平台的特点、结构和各模块的功能。     

掺入矿渣的水泥土强度模型试验研究及其配方优化

选取深港西部通道深圳侧接线工程范围内有代表性的淤泥土样,采用均匀设计U20(52×4)安排室内试验,建立了掺入矿渣水泥土的抗压强度回归模型;分析了混合固化剂掺入比、矿渣占固化剂的质量比和龄期及其交互作用对抗压强度的影响;模型预测值和室内平行试验的对比分析表明:该模型具有一定的可信度。模型表明矿渣占混合固化剂的质量比在一定区间内(40%~70%)对水泥土强度的增强效果显著,这与工程实践相吻合;为确定优化配比,建立了求解用多目标优化函数。考虑到现场条件与室内试验的差别,建立了12组相同配比的室内试块及现场搅拌桩对比试验,结果表明:现场搅拌桩的水泥土无侧限强度远低于室内水泥土试块强度,矿渣的增强作用与室内试验各龄期基本一致。     

灌浆自动记录仪在云鹏水电站坝基工程中的应用

灌浆自动记录仪可以准确记录灌浆全过程灌浆参数,保证灌浆原始记录资料的稳定、可靠和真实,为合理控制施工过程和正确分析判断注浆效果提供可靠的依据,使灌浆质量得以提高。