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The quantification of mountains in China Based on Geographic Information System 基于地理信息系统的中国山地量化研究
Pub Date : 2016-01-01 DOI: 10.1109/MCSE.2009.163
Xiaobo Jiang, W. Ji, H. Zeng, Leiting Chen
Two criteria are chosen to determine the boundaries of mountains in China. One is the domestic criterion (DC) in China; the other is an international criterion (IC). According to the DC, there are 4 000 265 km2 mountain areas; while according to the IC, there are 4 426 130 km2 mountain areas. The mountains are classified into six categories: C1.300~1 000 m;C2.1 000~1 500 m;C3.1 500~2 500 m;C4.2 500~3 500 m;C5.3 500~4 500 m;C6.≥4 500 m. The areas of mountains in the two criteria over 3 500 m are equal (C5 & C6). Except the area of C1 in DC is larger than international criterion (the value is 324 508 km2), the areas of C2, C3 and C4 in IC are larger than DC (the values are 2 273 km2, 336 186 km2 and 133 432 km2, separately).
在中国,确定山脉边界的标准有两种。一个是中国的国内标准(DC);二是国际标准(IC)。根据DC,有4 000 265平方公里的山区;而根据国际生态系统,山区面积为4 426 130平方公里。山脉分为6类:C1.300~1 000 m, C2.1 000~1 500 m, C3.1 500~2 500 m, C4.2 500~3 500 m, C5.3 500~4 500 m, C6。≥4 500m。在3 500 m以上的两个标准中,山的面积相等(C5和C6)。除DC中C1面积大于国际标准(324 508 km2)外,IC中C2、C3和C4面积均大于DC(分别为2 273 km2、336 186 km2和133 432 km2)。
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引用次数: 0
A Guide to Climate Datasets: Summary and Research Challenges 气候数据集指南:摘要和研究挑战
Pub Date : 2015-11-11 DOI: 10.1109/MCSE.2015.130
A. Karpatne, S. Liess, James H. Faghmous, Vipin Kumar
Recent growth in the scale and variety of climate data has provided unprecedented opportunities to big data analytics research for understanding the Earth's climate system. There has been an upsurge of climate datasets in the past few decades that are collected using various modes of acquisition (e.g. local sensor recordings or remote sensing instruments), at different scales of observation (both in space and time), and in diverse data types and formats. Climate datasets however exhibit some unique characteristics (e.g. adherence to physical properties and spatio-temporal constraints) that makes it challenging to use traditional data-centric approaches for climate science applications. In this paper, we present a brief introduction of the different categories of climate datasets that are available from various sources. We further describe some of the major data-centric challenges in analyzing climate data.
最近气候数据的规模和种类的增长为了解地球气候系统的大数据分析研究提供了前所未有的机会。在过去的几十年里,使用各种获取模式(例如本地传感器记录或遥感仪器)、不同观测尺度(包括空间和时间)以及不同数据类型和格式收集的气候数据集激增。然而,气候数据集显示出一些独特的特征(例如,遵守物理性质和时空限制),这使得在气候科学应用中使用传统的以数据为中心的方法具有挑战性。在本文中,我们简要介绍了从各种来源获得的不同类别的气候数据集。我们进一步描述了在分析气候数据时以数据为中心的一些主要挑战。
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引用次数: 1
PaRSEC: A programming paradigm exploiting heterogeneity for enhancing scalability PaRSEC:一种利用异构性来增强可伸缩性的编程范例
Pub Date : 2013-11-21 DOI: 10.1109/MCSE.2013.98
G. Bosilca, Aurélien Bouteiller, Anthony Danalis, Mathieu Faverge, T. Hérault, J. Dongarra
New HPC system designs with steeply escalating processor and core counts, burgeoning heterogeneity and accelerators, and increasingly unpredictable memory access times, call for one or more dramatically new programming paradigms. These new approaches must react and adapt quickly to unexpected contentions and delays, and they must provide the execution environment with sufficient intelligence and flexibility to rearrange the execution to improve the resource utilization. Some candidates in this area have already begun to emerge. Here we present an approach based on task parallelism, one which reveals the application’s parallelism by expressing its algorithm as a task flow, with data dependencies in-between. This strategy allows the algorithm to be decoupled from the data distribution and the underlying hardware, since the algorithm is entirely expressed as flows of data. This kind of layering provides a clear separation of concerns among architecture, algorithm, and data distribution. Developers benefit from this separation because they can focus solely on the algorithmic level without the constraints involved with programming for current and future hardware trends.
新的HPC系统设计具有急剧升级的处理器和核心数量,新兴的异构性和加速器,以及越来越不可预测的内存访问时间,需要一个或多个戏剧性的新编程范例。这些新方法必须快速响应和适应意外的争用和延迟,并且必须为执行环境提供足够的智能和灵活性,以便重新安排执行以提高资源利用率。这方面的一些候选人已经开始出现。在这里,我们提出了一种基于任务并行性的方法,它通过将其算法表示为任务流来揭示应用程序的并行性,其中包含数据依赖关系。该策略允许算法与数据分布和底层硬件解耦,因为算法完全表示为数据流。这种分层在体系结构、算法和数据分布之间提供了清晰的关注点分离。开发人员从这种分离中受益,因为他们可以只关注算法级别,而不受当前和未来硬件趋势编程的限制。
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引用次数: 67
Computing Hell 计算地狱
Pub Date : 2013-01-01 DOI: 10.1109/MCSE.2013.4
C. Day
How likely is it that neuroscientists could map your brain and place your consciousness into a virtual world?
神经科学家绘制你的大脑并将你的意识置于虚拟世界的可能性有多大?
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引用次数: 1
CDE: A Tool for Creating Portable Experimental Software Packages CDE:一个创建可移植实验软件包的工具
Pub Date : 2012-07-01 DOI: 10.1109/MCSE.2012.36
B. Howe
As science becomes increasingly computational, reproducibility has become increasingly difficult, perhaps surprisingly. In many contexts, virtualization and cloud computing can mitigate the issues involved without significant overhead to the researcher, enabling the next generation of rigorous and reproducible computational science.
随着科学的计算性越来越强,再现性变得越来越困难,这也许令人惊讶。在许多情况下,虚拟化和云计算可以减轻所涉及的问题,而不会给研究人员带来重大开销,从而实现下一代严格且可重复的计算科学。
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引用次数: 27
Mind-Reading Computers 读心术的电脑
Pub Date : 2012-07-01 DOI: 10.1109/MCSE.2012.79
C. Day
Is it possible to use computers to "read" the mind or simulate the brain? Here the author considers current research and possible scenarios.
是否有可能用电脑“读懂”人的思想或模拟大脑?在这里,作者考虑了当前的研究和可能的情况。
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引用次数: 2
Accelerating Learning with Distance Education and Open Courseware 利用远程教育和开放课件加速学习
Pub Date : 2012-07-01 DOI: 10.1109/MCSE.2012.70
G. Thiruvathukal
What will happen if academia disrupts traditional teaching methods by providing students with online and free academic materials?
如果学术界通过向学生提供在线和免费的学术资料来颠覆传统的教学方法,会发生什么?
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引用次数: 1
Developing an End-to-End Scientific Workflow: a Case Study of Using a Reliable, Lightweight, and Comprehensive Workflow Platform in e-Science 开发端到端科学工作流:在电子科学中使用可靠、轻量级和综合工作流平台的案例研究
Pub Date : 2011-01-01 DOI: 10.1109/MCSE.2009.211
Xiaoyu Yang
Service-oriented workflow provides a mechanism to automate the coordination of a sequence of tasks within a process, whereas each task is presented as a Web service and integrated into the workflow. It has become increasingly important to have an appropriate workflow platform to manage the scientific workflow lifecycle. In order to address this need, we propose to use Pipeline Pilot to manage the lifecycle of grid-based scientific workflow using SOA approach. Pipeline Pilot is a commercial software package dedicated to scientific research. It is reliable, lightweight and comprehensive. We then describe a case study of how we employ Pipeline Pilot to manage a workflow lifecycle for calculating material dielectric properties in grid environment. We also discuss lessons we learned in managing lifecycle of a service-oriented scientific workflow within e-Science.
面向服务的工作流提供了一种机制来自动协调流程中的一系列任务,而每个任务都以Web服务的形式呈现并集成到工作流中。有一个合适的工作流平台来管理科学的工作流生命周期变得越来越重要。为了满足这一需求,我们建议使用Pipeline Pilot使用SOA方法来管理基于网格的科学工作流的生命周期。Pipeline Pilot是一款专门用于科学研究的商用软件包。它可靠、轻便、全面。然后,我们描述了一个案例研究,我们如何使用Pipeline Pilot来管理网格环境中计算材料介电特性的工作流程生命周期。我们还讨论了在e-Science中管理面向服务的科学工作流生命周期的经验教训。
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引用次数: 9
Books [Two books reviews] 书籍[两篇书评]
Pub Date : 2010-06-24 DOI: 10.1109/MCSE.2010.82
Thomas M. Huber, C. Schroder
Textbooks on a topic such as C programming are evolutionary, not revolutionary. In contrast, Harry Cheng's entry is an innovative textbook and programming environment that defines a new interactive paradigm for learning and using C and C++ that's particularly well suited for scientists and engineers. And in Multiphysics Modeling Using COMSOL, author Roger W. Pryor has identified and filled the missing link in the existing literature on finite element modeling (FEM) using COMSOL Multiphysics. This hands-on introduction lets scientists and engineers quickly start building and solving models of different physical device structures to see how they behave on a computer before attempting to build physical prototypes.
关于某个主题(如C编程)的教科书是渐进的,而不是革命性的。相比之下,Harry Cheng的入口是一个创新的教科书和编程环境,它定义了一个新的交互范例,用于学习和使用C和c++,特别适合科学家和工程师。在使用COMSOL的多物理场建模中,作者Roger W. Pryor已经确定并填补了使用COMSOL Multiphysics进行有限元建模(FEM)的现有文献中缺失的环节。这个动手介绍让科学家和工程师快速开始建立和解决不同的物理设备结构的模型,看看他们如何在试图建立物理原型之前在计算机上的行为。
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引用次数: 0
Cyber-Enabled Simulations in Nanoscale Science and Engineering 纳米尺度科学与工程中的网络模拟
Pub Date : 2010-03-01 DOI: 10.5555/2220076.2220205
StrachanA., KlimeckG., LundstromM.
The article describes recent progress in atomic and molecular level modeling and simulation of nanoscale materials and processes, as well as efforts by the US National Science Foundation's Network ...
本文描述了纳米材料和工艺的原子和分子水平建模和模拟的最新进展,以及美国国家科学基金会网络的努力。
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引用次数: 2
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