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陇东黄土高原石鸡的分子系统地理结构(英文) 被引量:3
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作者 黄族豪 刘袍发 《动物学报》 SCIE CAS CSCD 北大核心 2004年第4期576-582,共7页
本文运用聚合链式反应和直接测序的方法测定陇东黄土高原 8个石鸡 (Alectorischukar)地理种群 78个样本的mtDNA控制区 4 91bp ,建立其分子系统地理结构。 78个样本共发现 2 4个变异位点 ,2 5种单倍型。 8个地理种群共享单倍型C1 ,6个种... 本文运用聚合链式反应和直接测序的方法测定陇东黄土高原 8个石鸡 (Alectorischukar)地理种群 78个样本的mtDNA控制区 4 91bp ,建立其分子系统地理结构。 78个样本共发现 2 4个变异位点 ,2 5种单倍型。 8个地理种群共享单倍型C1 ,6个种群共享单倍型C2 ,种群间有一定的基因交流。 8个地理种群的 2 5种单倍型在NJ树中相互混杂 ,没有形成独立的地理结构 ,但聚成两个分支。单倍型网络图显示 2 5种单倍型聚成两个星状的集群 ,分别以单倍型C1和C2为中心。这两个群间的遗传差异显著。陇东黄土高原石鸡的系统地理结构属于“系统发生连续 ,具有部分空间隔离”的地理格局。这种地理格局是更新世冰川。 展开更多
关键词 黄土高原 石鸡 线粒体DNA 遗传 种群 系统地理结构
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自然地理系统结构分析
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作者 吕拉昌 《云南师范大学学报(对外汉语教学与研究版)》 1992年第3期72-77,87,共7页
在新的科学思潮的影响下,地理学的概念、原理及其研究方法面临更新的艰巨任务,本文从系统论角度,重新定义、分析了自然地理系统的结构。
关键词 自然地理系统结构 角色结构 分配结构 网络结构 组织结构
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中国部分地区黑胸大蠊遗传多样性与系统发育地理结构研究 被引量:1
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作者 徐永媛 李蓉 +2 位作者 陈艳艳 陈善元 肖蘅 《生物学杂志》 CAS CSCD 北大核心 2019年第1期65-69,共5页
为了探讨中国部分地区黑胸大蠊(Periplaneta fuliginosa)遗传多样性与系统发育地理结构,采用PCR产物直接测序法测定了9个地理种群88个黑胸大蠊样本的线粒体COI基因长度为658 bp的部分序列片段,开展了黑胸大蠊种群间的遗传多样性、遗传... 为了探讨中国部分地区黑胸大蠊(Periplaneta fuliginosa)遗传多样性与系统发育地理结构,采用PCR产物直接测序法测定了9个地理种群88个黑胸大蠊样本的线粒体COI基因长度为658 bp的部分序列片段,开展了黑胸大蠊种群间的遗传多样性、遗传分化、基因流和系统发育地理结构分析。结果显示:黑胸大蠊COI基因共检测到11个变异位点和7个单倍型(Hap1-Hap7),其中单倍型Hap3为9个地理种群所共享;总种群的单倍型多样度(Hd)和核苷酸多样度(Pi)分别为0. 327和0. 0017,种群的中性检验Tajima's D值为-1. 2743,结果不显著,说明黑胸大蠊在较近的历史上未经历群体扩张;总种群的遗传分化系数Gst为0. 1060;基因流Nm为4. 22,表明种群间存在较强的基因交流。系统发育树和单倍型网络图分析发现各地理种群的所有单倍型并没有单独聚在一起,同来自其他地理区域种群的单倍型相隔开; AMOVA分子变异分析显示,其遗传分化主要来自种群内部,种群间未发生明显的遗传分化; Mantel分析表明,遗传距离与地理距离间无显著相关性(R=0. 0038,P=0. 5670)。上述结果表明黑胸大蠊的遗传多样性水平相对较低,且种群间没有显著的系统发育地理结构。 展开更多
关键词 黑胸大蠊 COI基因 遗传多样性 系统发育地理结构
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Simulation and Analysis of Land System Structure Changes in Huang-Huai-Hai Plain Area 被引量:6
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作者 邓祥征 战金艳 +2 位作者 苏红波 姜群鸥 迟百余 《Agricultural Science & Technology》 CAS 2007年第3期45-52,共8页
The dynamic changes of land system in Huang - Huai - Hai Plain between 1988 and 2000 were researched in this paper. Spatial dominance econometric model was estabilished on 1 km cell to quantificafionally analyze the d... The dynamic changes of land system in Huang - Huai - Hai Plain between 1988 and 2000 were researched in this paper. Spatial dominance econometric model was estabilished on 1 km cell to quantificafionally analyze the driving-force for the dynamic change mechanism of land system, such as natural, social and economic factors. The future dynamic changes of land system in Huang - Huai - Hai Plain on each 1 km cell during 2000 to 2020 were stimulated by combining the dynamic changes of land system on each 1 km cell with different situations. The research indicated that the dynamic changes of land system structure changed mainly from the cultivated areas to building areas and industrial areas, and forest areas increased during this period. Although the revolutions of land system structure were different during 2000 to 2020 with the different referrence standard, ecological protection and economic development, the primary dynamic changes of land system structure were that the increase of building land areas with the decline cuhivaled land areas and the increase of woodlands. 展开更多
关键词 LAND Land system Land system structure Land system structure change Land use Dynamic simulation Huang- Huai -Hai Plain
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使用最简几何基元构建3维空间数据模型
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作者 杜晓敏 余志伟 +1 位作者 李志鹏 彭苏萍 《地理信息世界》 2012年第2期49-56,共8页
在对现实世界进行高度抽象化的表达过程中,许多学者和机构提出了多种空间数据模型(或称之为空间数据结构)。文章首先总结了现有模型所使用的基本几何要素,并对其利弊进行了讨论;然后总结了使用这些几何要素进行组合、扩展以构建更为复... 在对现实世界进行高度抽象化的表达过程中,许多学者和机构提出了多种空间数据模型(或称之为空间数据结构)。文章首先总结了现有模型所使用的基本几何要素,并对其利弊进行了讨论;然后总结了使用这些几何要素进行组合、扩展以构建更为复杂的空间实体的理论即空间数据建模理论,同时也对不同理论的适用性和局限性进行了讨论。笔者随后以4维空间为基础,从空间内嵌的角度去思考不同维度下的空间构成,得出了3维空间的最简基本要素,并通过对比相关文献对geometric primitives的中文翻译将其命名为"几何基元"。在此基础上笔者探讨了3维几何基元构成空间实体的数学表达本质,论述了依此几何基元构成的空间实体之间基本拓扑关系的表达方法。最后笔者设计了一套数据结构以系统构建空间数据模型,该模型有利于实现3维空间数据库,可为形成3维数据资产提供基础。本文的结论认为,该3维空间数据模型可以有效地解决体3维和表面3维的模型一致性问题,提供了结合"地学3维"和"3维数字城市"等不同应用系统的途径;同时可将当前的2维地理信息系统自然地扩展到3维;另外还可以为3维空间分析和专门的3维渲染引擎提供理论支持。 展开更多
关键词 几何基元 多维 地理信息系统数据结构 空间数据模型 空间数据库
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基于WebGIS的网上校园平面图的实现及查询
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作者 钟宝荣 涂继辉 《石油天然气学报》 CAS CSCD 北大核心 2004年第S1期151-152,共2页
将分布式网络技术和GIS技术相结合所形成的网络GIS技术应用于校园地图 ,使用MapXtremeforJava 4 5作为开发平台 ,开发了服务器端的地图数据库和客户端基于JavaApplet/Servlet的Web交互程序 ,实现了校园地图参数的目标物 (如建筑物 )查... 将分布式网络技术和GIS技术相结合所形成的网络GIS技术应用于校园地图 ,使用MapXtremeforJava 4 5作为开发平台 ,开发了服务器端的地图数据库和客户端基于JavaApplet/Servlet的Web交互程序 ,实现了校园地图参数的目标物 (如建筑物 )查询 ,同时对查询结果进行智能优化 。 展开更多
关键词 网络 WEBGIS 地理信息系统 计算模式 体系结构 JAVA网络应用
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Spatial-temporal Characteristics of Land Use Intensity of Coastal Zone in China During 2000–2010 被引量:24
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作者 DI Xianghong HOU Xiyong +1 位作者 WANG Yuandong WU Li 《Chinese Geographical Science》 SCIE CSCD 2015年第1期51-61,共11页
Based on remote sensing and GIS techniques, land use maps in 2000, 2005 and 2010 in China′s coastal zone were produced, and structural raster data of land use were further generated to calculate land use intensity co... Based on remote sensing and GIS techniques, land use maps in 2000, 2005 and 2010 in China′s coastal zone were produced, and structural raster data of land use were further generated to calculate land use intensity comprehensive index(LUICI) for analyzing land use spatial-temporal characteristics at 1 km scale. Results show that: 1) from the perspective of spatial patterns of landforms at a macro scale, there is a significant difference in land use intensity between the north and the south of China′s coastal zone. Hotspots of changes mainly concentrated in metropolitan areas, estuaries and coastal wetlands; 2) elevation is an important factor that controlling land use spatial patterns at local scale. Land use intensity is much higher within areas below the elevation of 400 m and it decreased significantly as the elevation increasing; 3) there is a significant land-ocean gradient for land use intensity, which is low in island and near-shore areas, but high in the regions that 4–30 km far away the coastline because of much intensive human activities; however, in recent decades land use intensity had been promoted significantly in low near-shore area due to extensive sea reclamations; 4) significant differences of land use intensity were also found among provincial administrative units. A rising trend of land use intensity was found in provincial-level administrative units from 2000 to 2010. To sum up, elevation, land-ocean gradient, socio-economic status and policy are all influencing factors to the spatial patterns and temporal variations of land use intensity in China′s coastal zone. 展开更多
关键词 coastal zone land use intensity land use intensity comprehensive index(LUICI) spatial pattern ELEVATION land-ocean gradient
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Component-based Topological Data Model for Three-dimensional Geology Modeling 被引量:3
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作者 HOUEnke WULixin WUYuhua JUTianyi 《Geo-Spatial Information Science》 2005年第2期122-127,共6页
On the study of the basic characteristics of geological objects and the special requirement for computing 3D geological model, this paper gives an object-oriented 3D topologic data model. In this model, the geological... On the study of the basic characteristics of geological objects and the special requirement for computing 3D geological model, this paper gives an object-oriented 3D topologic data model. In this model, the geological objects are divided into four object classes: point, line, area and volume. The volume class is further divided into four subclasses: the composite volume, the complex volume, the simple volume and the component. Twelve kinds of topological relations and the related data structures are designed for the geological objects. 展开更多
关键词 geology modeling 3D data models 3DGIS
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ANALYSIS ON SPATIAL FEATURES OF LUCC BASED ON REMOTE SENSING AND GIS IN CHINA 被引量:5
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作者 GAOZhi-qiang DENGXiang-zheng 《Chinese Geographical Science》 SCIE CSCD 2002年第2期107-113,共7页
In view of the large quantities of areas, complex landform and dynamic change of resources and environment in China, China has already funded abundantly a series of macro remote sensing investigation projects in land ... In view of the large quantities of areas, complex landform and dynamic change of resources and environment in China, China has already funded abundantly a series of macro remote sensing investigation projects in land use/ cover change(LUCC) since 1990. Supported by the achievements of such projects, Chinese resources, environmental and remote sensing database (CRERS) was created. In this paper, we standardized the LUCC dataset of CRERS at scale of 1km, which facilitated the study of spatial features of LUCC in China. The analysis on the spatial features of LUCC and their causes of formation in China are based on the CRERS supported by the technologies of Geographic Information System (GIS). The whole research was based on the grade index of land use, ecological environmental index and index of population density. Based on the correlation analysis, we found that the special features of LUCC were closely related with those of ecological environment and population density, which resulted from that areas with better ecological environment and high production potential of land were easy and convenient for human being to live, which, furthermore, led to the aggravation of excessive exploitation of land resources there. 展开更多
关键词 LUCC 1km data grade index remote sensing
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Temporal Data Mining Using Genetic Algorithm and Neural Network——A Case Study of Air Pollutant Forecasts 被引量:1
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作者 Shine-Wei Lin Chih-Hong Sun Chin-Han Chen 《Geo-Spatial Information Science》 2004年第1期31-38,共8页
This paper integrates genetic algorithm and neura l network techniques to build new temporal predicting analysis tools for geographic information system (GIS). These new GIS tools can be readily applied in a practical... This paper integrates genetic algorithm and neura l network techniques to build new temporal predicting analysis tools for geographic information system (GIS). These new GIS tools can be readily applied in a practical and appropriate manner in spatial and temp oral research to patch the gaps in GIS data mining and knowledge discovery functions. The specific achievement here is the integration of related artificial intellig ent technologies into GIS software to establish a conceptual spatial and temporal analysis framework. And, by using this framework to develop an artificial intelligent spatial and tempor al information analyst (ASIA) system which then is fully utilized in the existin g GIS package. This study of air pollutants forecasting provides a geographical practical case to prove the rationalization and justness of the conceptual tempo ral analysis framework. 展开更多
关键词 GIS TEMPORAL data mining genetic algorithm neural network
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Spatial Analysis of Commuting Mode Choice in Guangzhou, China 被引量:4
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作者 ZHOU Suhong DENG Lifang HUANG Meiyu 《Chinese Geographical Science》 SCIE CSCD 2013年第3期353-364,共12页
Metropolitan cities in China are commonly confronted with unresolved traffic congestion issues, primarily due to rapidly increasing traffic demand. Group disparity between commuting mode choice and its spatial distrib... Metropolitan cities in China are commonly confronted with unresolved traffic congestion issues, primarily due to rapidly increasing traffic demand. Group disparity between commuting mode choice and its spatial distribution on road networks has enabled us to examine the factors that give rise to the discrepancies and the fundamental spatial causes of traffic congestion. In recent years, mi- cro-perspective, individual, and behavior-based spatial analysis have mushroomed and been facilitated with effective tools such as tem- poral geographic information systems (T-GIS). It is difficult to study the interrelations between transport and space on the basis of commuting mode choice since the mode choice data are invisible in a specific space such as a particular road network. Therefore, in the field of transport, the classical origin destination (OD) four-stage model (FSM) is usually employed to calculate data when studying commuting mode choice. Based on the relative principles of T-GIS and the platform of ArcGIS, this paper considers Guangzhou as a case study and develops a spatio-temporal tool to examine the daily activities of residents. Meanwhile, the traffic volume distribution in rush hours, which was analyzed according to commuting modes and how they were reflected in the road network, was scrutinized with data extracted from travel diaries. Moreover, efforts were made to explain the relationship between traffic demand and urban spatial structure. Based on the investigation, this research indicates that traffic volumes in divergent groups and on the road networks is driven by: l) the socio-economie characteristics of travelers; 2) a jobs-housing imbalance under suburbanization; 3) differences in the spatial supply of transport modes; 4) the remains of the Danwei (work unit) system and market development in China; and 5) the transition of urban spatial structure and other factors. 展开更多
关键词 TRANSPORT travel mode China temporal geographic information systems (T-GIS)
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Research on urban land information system based on GIS 被引量:1
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作者 李良宝 邹志翀 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2006年第4期489-493,共5页
Urban land utilization plays an important role in city development. We establish the "Urban Land Information System based on GIS" in order to inspect urban land structure and utilize a model automatically. A series ... Urban land utilization plays an important role in city development. We establish the "Urban Land Information System based on GIS" in order to inspect urban land structure and utilize a model automatically. A series of codes abstracted from urban land sustainable utilization significance are used as measures in land inspection. GIS tools combined with "Urban Land Information System" make visible codes calculations and statistical results possible. Useful mathematic methods are cited to analyze the degree urban land sustainable and optimize land structure. By scientific system analysis, relationships among modules and system structure are illustrated clearly. As a result this study has drawn out the "Urban Land lnibrmation System" model. 展开更多
关键词 urban land utilization land structure GIS degree of sustainable evolution
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An Integrated and Layered Architecture for Location-Aware Computing 被引量:1
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作者 MALinbing ZHANGXinchang TAOHaiyan 《Geo-Spatial Information Science》 2005年第2期144-147,共4页
This paper gives an overall introduction to the basic concept of LAC(location-aware computing) and its development status, puts forward an integrated location-aware computing architecture which is useful for designing... This paper gives an overall introduction to the basic concept of LAC(location-aware computing) and its development status, puts forward an integrated location-aware computing architecture which is useful for designing the reasonable logical model of LBS(location-based service). Finally, a brief introduction is conducted on a LAC experimental prototype, which acts as a mobile urban tourism assistant. 展开更多
关键词 spatial information service location-aware computing location-based service
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The concept, structure and characteristics of the distributed virtual coal-mine geographical environment
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作者 刘冰 刘延龙 +2 位作者 田茂义 卢秀山 石奉华 《Journal of Coal Science & Engineering(China)》 2007年第4期547-552,共6页
Distributed virtual coal-mine geography environment(CM-DVGE) researches the virtual reality simulation of coal-mine environment in cyberspace and the performance of coal production process. The goal is to deal with ... Distributed virtual coal-mine geography environment(CM-DVGE) researches the virtual reality simulation of coal-mine environment in cyberspace and the performance of coal production process. The goal is to deal with the practical safety problems of observation, analysis, design and training during the underground coal production process. This paper first probed into the evolution of CM-DVGE from a historical point of view, then respectively analyzed the characteristics of its physical progressive levels according to the cognitivd law and its logical structure of data on the basis of data flow, and concluded by putting forward the prospect of the application of CM-DVGE, thus enriched and developed the method of synthetic study of coal mine. 展开更多
关键词 distributed virtual coal mine geography environment(CM-DVGE) virtual reality geography environment coal mine
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Pre-processing and post-processing method for geostress simulation using seismic interpretation results 被引量:1
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作者 ZHANG Li-hong 《Mining Science and Technology》 EI CAS 2009年第3期369-372,共4页
In order to carry out numerical simulation using geologic structural data obtained from Landmark(seismic interpretation system), underground geological structures are abstracted into mechanical models which can reflec... In order to carry out numerical simulation using geologic structural data obtained from Landmark(seismic interpretation system), underground geological structures are abstracted into mechanical models which can reflect actual situations and facilitate their computation and analyses.Given the importance of model building, further processing methods about traditional seismic interpretation results from Landmark should be studied and the processed result can then be directly used in numerical simulation computations.Through this data conversion procedure, Landmark and FLAC(the international general stress software) are seamlessly connected.Thus, the format conversion between the two systems and the pre-and post-processing in simulation computation is realized.A practical application indicates that this method has many advantages such as simple operation, high accuracy of the element subdivision and high speed, which may definitely satisfy the actual needs of floor grid cutting. 展开更多
关键词 seismic interpretation numerical simulation PRE-PROCESSING POST-PROCESSING COUPLING
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DYNAMIC LAYOUT ADJUSTMENT AND NAVIGATION FOR ENTERPRISE GIS BASED ON OBJECT MARK RECOGNITION
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作者 LAIWei YUDong-gang ZHONGYong-liang 《Chinese Geographical Science》 SCIE CSCD 2003年第1期73-78,共6页
In this paper a new method is developed to make a dynamic layout adjustmentand navigation for enterprise Geographic Information System (GIS) based on object mark recognition.The extraction of object mark images is bas... In this paper a new method is developed to make a dynamic layout adjustmentand navigation for enterprise Geographic Information System (GIS) based on object mark recognition.The extraction of object mark images is based on some morphological structural patterns, which aredescribed by morphological structural points, contour property, and other geometrical data in abinary image of enterprise geographic information map. Some pre-processing methods, contour smoothfollowing, linearization and extraction patterns of structural points, are introduced. If anyspecial object is selected to make a decision in a GIS map, the all information around it will beobtained. That is, we need to investigate similar object enterprises around selected region toanalyse whether it is necessary for establishing the object enterprise at that place. To furthernavigate GIS map, we need to move from one region to another. Each time a region is formed anddisplayed based on the user's focus. If a focus point of a map is selected, in terms of extractedobject mark image, a dynamic layout and navigation diagram is constructed. When the user changes thefocus (i. e. click a node in the navigation mode), a new sub-diagram is formed by dropping oldnodes and adding new nodes. The prototype system provides effective interfaces that support GISimage navigation, detailed local image/map viewing, and enterprise information browsing. 展开更多
关键词 layout NAVIGATION geographic information system shape description andrecognition image processing
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A Contrastive Study on French and Urhobo Phonological Systems A Case Study of Articles and Demonstrative Structures
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作者 Carole E. Okenrentie, Ph.D. 《Sino-US English Teaching》 2016年第5期362-372,共11页
It is a general knowledge that French as a language is widely spoken internationally whereas Urhobo is mainly spoken in the geographical location where it belongs. It is also spoken, and this, sparingly so, by Urhobo ... It is a general knowledge that French as a language is widely spoken internationally whereas Urhobo is mainly spoken in the geographical location where it belongs. It is also spoken, and this, sparingly so, by Urhobo persons in the Diaspora. Presently, Urhobo has become a language of study at the Delta State University, Abraka. It has also been included in the educational curriculum for study at the lower cadre of secondary school education in the Delta State. This situation has triggered the author's interest in doing a contrastive phonological study. The significance of this study is that it will highlight the salient differences in some of the grammatical aspects in the languages under consideration and also identify the difficulties that learners experience as a result of these difficulties. The author will also, as much as it is possible, proffer solutions to these learning difficulties. 展开更多
关键词 CONTRASTIVE study FRENCH Urhobo PHONOLOGY ARTICLES
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家养动物起源研究的遗传学方法及其应用 被引量:31
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作者 陈善元 张亚平 《科学通报》 EI CAS CSCD 北大核心 2006年第21期2469-2475,共7页
家养动物的起源与进化一直是考古学家和遗传学家们共同关注的热点问题.本文从基本原理、前提假设、取样策略、遗传标记选择、分析方法选择、结果的可靠性等方面对家养动物起源研究的遗传学方法及其应用进行了概述和评论.认为不同国家多... 家养动物的起源与进化一直是考古学家和遗传学家们共同关注的热点问题.本文从基本原理、前提假设、取样策略、遗传标记选择、分析方法选择、结果的可靠性等方面对家养动物起源研究的遗传学方法及其应用进行了概述和评论.认为不同国家多个实验室的联合,以及现代样本和古DNA标本、多方面遗传信息、不同数据分析方法的综合使用,并结合考古学、生态学等多学科的知识,将有望进一步阐明家养动物的起源问题,从而全面推动其他相关研究如人工选择作用的遗传机制等的开展. 展开更多
关键词 家养动物 起源 DNA分子标记 系统发育地理结构 遗传多样性
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Rethinking phylogeographic structure and historical refugia in the rufous-capped babbler Cyanoderma ruficeps in light of range-wide genetic sampling and paleodistributional reconstructions 被引量:2
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作者 Peter A. HOSNER Huatao LIU +1 位作者 A. Townsend PETERSON Robert G. MOYLE 《Current Zoology》 SCIE CAS CSCD 2015年第5期901-909,共9页
Combining ecological niche modeling with phylogeography has become a popular approach to understand how historical climate changes have created and maintained population structure. However, methodological choices in g... Combining ecological niche modeling with phylogeography has become a popular approach to understand how historical climate changes have created and maintained population structure. However, methodological choices in geographic extents and environmental layer sets employed in modeling may affect results and interpretations profoundly. Here, we infer range-wide phylogeographic structure and model ecological niches of Cyanoderrna ruficeps, and compare results to previous studies that examined this species across China's Mainland and Taiwan only. Use of dense taxon sampling of closely related species as outgroups question C. ruficeps monophyly. Furthermore, previously unsampled C. ruficeps populations from central Vietnam were closely related to disjunct western populations (Nepal, Tibet, Myanmar, Yunnan), rather than to geographically proximate populations in northern Vietnam and eastern China. Phylogeographic structure is more complex than previously appreciated; niche model projections to Last Glacial Maximum climate scenarios identified larger areas of suitable conditions than previous studies, but potential distributional limits differed markedly between climate models employed and were dependent upon interpretation of non-analogous historical climate scenarios. Previously identified population expansion across central China may result from colonization from refugial distributions during the Last Interglacial, rather than the Last Glacial Maximum, as previously understood [Current Zoology 61 (5): 901-909, 2015]. 展开更多
关键词 BIOGEOGRAPHY Climate change Ecological niche modeling Southeast Asia PLEISTOCENE REFUGIA
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Design of Service-Oriented Architecture for Spatial Data Integration and Its Application in Building Web-based GIS Systems 被引量:4
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作者 SHA Zongyao XIE Yichun 《Geo-Spatial Information Science》 2010年第1期8-15,共8页
In this paper we propose a service-oriented architecture for spatial data integration (SOA-SDI) in the context of a large number of available spatial data sources that are physically sitting at different places, and d... In this paper we propose a service-oriented architecture for spatial data integration (SOA-SDI) in the context of a large number of available spatial data sources that are physically sitting at different places, and develop web-based GIS systems based on SOA-SDI, allowing client applications to pull in, analyze and present spatial data from those available spatial data sources. The proposed architecture logically includes 4 layers or components; they are layer of multiple data provider services, layer of data in-tegration, layer of backend services, and front-end graphical user interface (GUI) for spatial data presentation. On the basis of the 4-layered SOA-SDI framework, WebGIS applications can be quickly deployed, which proves that SOA-SDI has the potential to reduce the input of software development and shorten the development period. 展开更多
关键词 spatial data integration web-based GIS service-oriented architecture software
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