Geographical Information Systems - Part 1

所在平台: CourseraArchive

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大学或机构: CourseraNew

课程主页: https://www.coursera.org/archive/gis-1

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课程大纲

Digitization – Territorial Modeling: Spatial elements and the characteristics
Digitization - Geodata Capture and Documentation
Digitization - Automated Capture and Use of Existing Geodata
Storage - Geodata Structure and Organization

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课程详情

This course is organized into two parts presenting the theoretical and practical foundations of geographic information systems (GIS). - Together theses courses constitute an introduction to GIS and require no prior knowledge. - By following this introduction to GIS you will quickly acquire the basic knowledge required to create spatial databases and produce high-quality maps and cartographic representations. - This is a practical course and is based on free, open-source software, including QGIS. If you study or work in the fields of land management or the analysis of geographically distributed objects such as land use planning, biology, public health, ecology, or energy, then this course is for you! In this first part of the course, we will focus on the digitization and the storage of geodata. In particular, you will learn: - To characterize spatial objects and/or phenomena (territory modeling) with respect to their position in space (through coordinate systems, projections, and spatial relationships) and according to their intrinsic nature (object/vector mode vs. Image/raster mode); - About the different means used to acquire spatial data; including direct measurement, georeferencing images, digitization, existing data source, etc.); - About the different ways in which geodata can be stored - notably, files and relational databases; - How to use data modeling tools to describe and create a spatial database; - To query and analyze data using SQL, a common data manipulation language. The second part of this course will focus on methods of spatial analysis and geodata representation. In this section, you will learn: - How to describe and quantify the spatial properties of discrete variables, for example through spatial autocorrelation; - To work with continuous variables. In particular, we will look at sampling strategies, how to construct contour lines and isovalue curves, and we will explore different interpolation methods; - To use digital elevation models and create their derivative products (i.e. slope, orientation); - How to evaluate the interaction between different types of geodata through overlay and interaction techniques; - How to create effective maps based around the rules of graphic semiology; - Finally, we will also explore other, increasingly common, forms of spatial representation such as interactive web-mapping and 3D representations. You can find an interactive forum for course participants on our Facebook page: https://www.facebook.com/moocsig

地理信息系统-第1部分:本课程分为两部分,介绍了地理信息系统(GIS)的理论和实践基础。 -这些课程一起构成了GIS的入门知识,不需要任何先验知识。 -通过遵循GIS简介,您将快速掌握创建空间数据库并生成高质量地图和制图表达所需的基本知识。 -这是一门实用的课程,它基于免费的开源软件,包括QGIS。 如果您在土地管理领域或在地理分布对象(例如土地使用计划,生物学,公共卫生,生态学或能源)的分析中学习或工作,那么本课程适合您! 在本课程的第一部分中,我们将重点介绍地理数据的数字化和存储。特别是,您将学习: -根据空间在空间中的位置(通过坐标系,投影和空间关系)并根据其固有性质(对象/矢量模式与图像/光栅模式)来表征空间对象和/或现象(区域建模); -关于用于获取空间数据的不同方式;包括直接测量,地理配准图像,数字化,现有数据源等); -关于存储地理数据的不同方式-特别是文件和关系数据库; -如何使用数据建模工具来描述和创建空间数据库; -使用通用数据处理语言SQL查询和分析数据。 本课程的第二部分将重点介绍空间分析和地理数据表示方法。在本节中,您将学习: -如何通过空间自相关来描述和量化离散变量的空间特性; -使用连续变量。特别是,我们将研究采样策略,如何构造等高线和等值线,并探索不同的插值方法。 -使用数字高程模型并创建其导数乘积(即坡度,方向); -如何通过叠加和交互技术评估不同类型地理数据之间的交互; -如何根据图形符号学的规则创建有效的地图; -最后,我们还将探索其他越来越常见的空间表示形式,例如交互式Web映射和3D表示。 您可以在我们的Facebook页面上找到课程参与者的交互式论坛:https://www.facebook.com/moocsig

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