GIS-based dynamic modelling and analysis of flash floods considering land-use planning

Flood inundation is a common natural disaster and a growing development challenge for many cities and thousands of small towns around the world. Soil features have frequently altered with the rapid development of urbanised regions, which has led to more frequent and longer duration of flooding in urban flood-prone regions. Thus, this paper presents a geographic information system (GIS)-based methodology for measuring and visualising the effects on urban flash floods generated by land-use changes over time. The measurement is formulated with a time series in order to perform a dynamic analysis. A catchment mesh is introduced into a hydrological model for reflecting the spatial layouts of infrastructure and structures over different construction periods. The Geelong Waurn Ponds campus of Deakin University is then selected as a case study. Based on GIS simulation and mapping technologies, this research illustrates the evolutionary process of flash floods. The paper then describes flood inundation for different built environments and presents a comparison by quantifying the flooding extents for infrastructure and structures. The results reveal that the GIS-based estimation model can examine urban flash floods in different development phases and identify the change of flooding extents in terms of land-use planning. This study will bring benefits to urban planners in raising awareness of flood impact and the approach proposed here could be used for flood mitigation through future urban planning.     

Configuring the neighbourhood effect in irregular cellular automata based models

Cellular automata (CA) models have been widely employed to simulate urban growth and land use change. In order to represent urban space more realistically, new approaches to CA models have explored the use of vector data instead of traditional regular grids. However, the use of irregular CA-based models brings new challenges as well as opportunities. The most strongly affected factor when using an irregular space is neighbourhood. Although neighbourhood definition in an irregular environment has been reported in the literature, the question of how to model the neighbourhood effect remains largely unexplored. In order to shed light on this question, this paper proposed the use of spatial metrics to characterise and measure the neighbourhood effect in irregular CA-based models. These metrics, originally developed for raster environments, namely the enrichment factor and the neighbourhood index, were adapted and applied in the irregular space employed by the model. Using the results of these metrics, distance-decay functions were calculated to reproduce the push-and-pull effect between the simulated land uses. The outcomes of a total of 55 simulations (5 sets of different distance functions and 11 different neighbourhood definition distances) were compared with observed changes in the study area during the calibration period. Our results demonstrate that the proposed methodology improves the outcomes of the urban growth simulation model tested and could be applied to other irregular CA-based models.     

Enhancing spatial accuracy of mobile phone data using multi-temporal dasymetric interpolation

Novel digital data sources allow us to attain enhanced knowledge about locations and mobilities of people in space and time. Already a fast-growing body of literature demonstrates the applicability and feasibility of mobile phone-based data in social sciences for considering mobile devices as proxies for people. However, the implementation of such data imposes many theoretical and methodological challenges. One major issue is the uneven spatial resolution of mobile phone data due to the spatial configuration of mobile network base stations and its spatial interpolation. To date, different interpolation techniques are applied to transform mobile phone data into other spatial divisions. However, these do not consider the temporality and societal context that shapes the human presence and mobility in space and time. The paper aims, first, to contribute to mobile phone-based research by addressing the need to give more attention to the spatial interpolation of given data, and further by proposing a dasymetric interpolation approach to enhance the spatial accuracy of mobile phone data. Second, it contributes to population modelling research by combining spatial, temporal and volumetric dasymetric mapping and integrating it with mobile phone data. In doing so, the paper presents a generic conceptual framework of a multi-temporal function-based dasymetric (MFD) interpolation method for mobile phone data. Empirical results demonstrate how the proposed interpolation method can improve the spatial accuracy of both night-time and daytime population distributions derived from different mobile phone data sets by taking advantage of ancillary data sources. The proposed interpolation method can be applied for both location- and person-based research, and is a fruitful starting point for improving the spatial interpolation methods for mobile phone data. We share the implementation of our method in GitHub as open access Python code.     

基于CORBA技术的WebGIS应用模型

文章对WebGIS解决方案的发展趋势CORBA技术作了较为全面的探讨;并把CORBA技术和其它分布式对象技术作了比较,而且给出符合CORBA规范的GIS应用框架.     

An Actively Controlled Wind Tunnel And Its Application To The Reproduction Of The Atmospheric Boundary Layer

An actively controlled wind tunnel equipped with multiple fansand airfoils has been developed, mainly for the purpose of reproducing the atmospheric boundary layer (ABL) for wind engineering applications. Various fluctuating flows can be achieved in this wind tunnel by altering the input data of the fans and airfoils through computer control. In this study, the ABL is physically simulated in this wind tunnel, and particular attention ispaid to the simulation of the profile of Reynolds stress. The method of generating the fluctuating flow and the experimental results of reproducing the ABL are presented. As the results show, the spatial distribution of Reynolds stress is satisfactorily simulated, and the profiles of other statisticalturbulent parameters, such as mean velocity, turbulent intensity, integral scale and power spectrum are successfully reproduced simultaneously.     

Estimated population mixing by country and risk cohort for the HIV/AIDS epidemic in Western Europe

 This paper applies a compartmental epidemic model to estimating the mixing relations that support the transfer of HIV infection between risk populations within the countries of Western Europe. To this end, a space-time epidemic model with compartments representing countries with populations specified to be at high (gay men and intravenous drug injectors ever with AIDS) and low (the remainder who are sexually active) risk is described. This model also allows for contacts between susceptible and infectious individuals by both local and international travel. This system is calibrated to recorded AIDS incidence and the best-fit solution provides estimates of variations in the rates of mixing between the compartments together with a reconstruction of the transmission pathway. This solution indicates that, for all the countries, AIDS incidence among those at low risk is expected to remain extremely small relative to their total number. A sensitivity analysis of the low risk partner acquisition rate, however, suggests this endemic state might be fragile within Europe during this century. The discussion examines the relevance of these mixing relationships for the maintenance of disease control. Received: 4 May 2000 / Accepted: 9 July 2000     

长江沿线样带土地利用变化时空模拟及其对策

短时期(几年或几十年)的土地利用变化,主要受社会经济因素的驱动和自然因素的约束。各类土地利用变化基本上都能从与人类生产活动密切相关的耕地和城乡建设用地的变化上得到反映。利用修订后的GTR模型,对长江沿线样带未来30年的土地利用变化进行了模拟。研究发现,东部地区的耕地面积将进一步减少,而全区的耕地和建设用地面积将增加。根据研究区未来土地利用变化的时空特点,提出了相关应对策略,以利于区域土地持续利用的实现     

SELECTION OF SUITABLE METHODS FOR TERRAIN MODELLING FOR RIVER ENGINEERING

LINTRODUCTIONTerrainmodellingisatermtodescribetheprocessofrepresentingthesurfaceoftheEarth.Mathemahcally,theproblemcanbedescribedas;Givenasetofn(3sn相似文献   

A STUDY OF NUMERICAL MODELLING ON THE DEVELOPMENT OF DEPRESSIONS IN THE SOUTH CHINA SEA

The comparison analyses between two tropical depressions in the South China Sea are completed by numerical ex-periments with a limited area model developed in Guangzhou Institute of Tropical and Oceanic Meteorology. One of thedepressions develops and finally becomes a typhoon within 24 hours of the analyzing period (defined as DVD hereafter),and the other not (defined as UNDVD) The analyses show that their initial structures of temperature, humidity, pres-sure. wind and stability are obviously different from each other. There are a very deep wet layer and a clear warm-coredstructure in the mid-lower troposphere in the depression area in the DVD case, but with the warm core in the upperrather than lower troposphere arid a very shallow wet layer in the lower troposphere in the depression area in theUNDVD case. The developing and non-developing processes are successfully simulated by the model, showing that theCISK mechanism plays the most important role in the development of SCSDs (Tropical Depressions in the South ChinaSea). Several numerical experiments show that the structures of humidity and temperature in the depression area haveimportant effect on the development of SCSDs. It is favourable to the development of SCSDs when a very deep wet layerexists in the mid-lower troposphere or a warm-cored structure exists in the mid-lower troposphere instead of in uppertroposphere, and conversely, it is unfavourable to the development of SCSDs when the wet layer is very shallow in thelower troposphere or the warm-cored structure is in the upper troposphere rather than in mid-lower troposphere. Thestructures of stability for each case are also analysed, which shows evident differences between the two cases, with adeeper instability layer in the DVD case and a shallower one in the UNDVD case. Finally, the sensitivity of the devel-opment of the SCSDs to the vertical structures of humidity and temperature in the depression area is discussed.     

井间层析成像的最大熵方法

本文研究最大熵图像重建用于地球物理学中井间观测问题,着重研究了剑桥算法.对算法中拉格朗日乘子的确定给出了新方法;解决了算法的收敛条件和收敛范围;提出了减少算法计算量和内存量的方法,并编制了实用程序MECT.通过数值模型的研究,最后重建出了某矿区的剖图,与BPT和ART方法的结果进行了比较.证明最大熵图像重建法的优越性在于能有效地抑制噪声,分辨率高,边界影响程度小.若改善观测条件,将提高最大熵成像法的分辨率.