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所在平台: Coursera |
课程主页: https://www.coursera.org/learn/geospatial-analysis
课程评论：没有评论
课程名称：ArcGIS空间分析 课程概述：本课程旨在帮助学员将GIS知识应用于空间分析，重点介绍分析工具、3D数据、栅格数据、投影以及环境变量。在为期四周的课程中，学员将共同完成一个项目，从项目构思、数据获取、初步数据管理与处理，直到分析产品的最终呈现，课程的这一独特之处。 课程大纲： 1. **课程概述与空间分析及空间关系** 在本模块完成后，学员能够解释什么是空间分析，描述ArcGIS Pro中可用的空间分析工具及其应用案例。学员将学习如何使用ArcGIS Pro进行不同向量数据类型的转换，了解坐标系统和投影系统，并比较不同的投影系统。学员还将学习不同类型的空间关系，以帮助回答“哪里”的问题，并且能够使用多边形邻居工具进行邻接分析。同时，학员将学习使用地理信息系统的选择位置和在内工具分析空间数据集的重叠程度，并分析特征的近远关系。最后，学员将能够解释为GIS项目创建项目提案的过程。 2. **网络分析** 本模块结束后，学员将能够描述ArcGIS Pro中的扩展功能，并识别使用扩展可以访问的额外空间分析工具。学员将能够区分可以使用网络分析扩展进行的不同类型分析。学员将创建网络数据集，并解释进行网络分析所需的输入数据。最后，学员将利用ArcGIS Pro和网络分析扩展进行路径分析，并应用基于路径的服务分析来探索在指定行驶时间内可达的特征。 3. **热图与热点分析** 本模块完成后，学员将能够描述什么是插值，及其在空间分析中的应用。学员将学习如何从点数据生成栅格表面，了解环境变量及其如何影响一些空间分析工具的输出。学员将使用栅格计算和重分类工具准备栅格数据集进行分析，并使用区划统计工具对特定地理区域的栅格数据集进行汇总。学员还将描述ArcGIS Pro中可用的模式与聚类分析方法，利用空间统计工具分析空间模式。最终，学员将应用地理分布工具理解特征的空间形状与方向，并使用聚类分析工具在ArcGIS Pro中识别和绘制特征的聚类。 4. **利用ArcGIS Online进行数据讲述** 在本模块结束后，学员将能够描述如何制作支持有效数据讲述的地图，并演示如何在ArcGIS Pro中创建图表。学员将能够描述何时适合使用地图、表格或图表。此外，学员将了解StoryMap的概念及其作为讲述工具的作用，并最终展示如何将图层和地图从ArcGIS Pro发布到ArcGIS Online。 本课程通过实践项目将理论知识与实际操作相结合，适合希望深入理解空间分析的学员。
Name:Course Overview and Geospatial Analysis and Spatial Relationships
Description:After this module, you will be able to explain what geospatial analysis is and describe the geospatial analysis tool available for use in ArcGIS Pro formats, and the use cases for each. You will be able to demonstrate how to convert between different vector data types using ArcGIS Pro and describe what coordinate systems and projection systems are, and be able to compare and contrast different projection systems. You will compare and contrast different types of spatial relationships that can help answer "where" questions and demonstrate how to use the polygon neighbors tool to conduct an adjacency analysis. You'll be able to analyze the amount of overlap between spatial datasets using the select by location and summarize within tools in ArcGIS Pro, as well as analyze how near and far apart features are using the buffer and near tools in ArcGIS Pro. Finally, you'll be able to explain the process of creating a project proposal for a GIS-based project.
Name:Network Analysis
Description:After this module, you will be able to describe what extensions are in ArcGIS Pro and recognize what additional geospatial analysis tools can be accessed using extensions. You will be able to differentiate what types of analyses can be run using the network analyst extension. You'll be able to create a network dataset and be able to explain the inputs required to run a network analysis. You will conduct a routing analysis using ArcGIS Pro and the Network Analyst extension and apply a routing-based service analysis to explore what features are accessible within a specified travel time.
Name:Heatmaps and Hotspot Analysis
Description:After this module, you will be able to describe what interpolation is, and how it can be used in geospatial analysis. You will be able to demonstrate how to create raster surfaces from point data and describe what environmental variables are and how they can control the outputs of some spatial analysis tools. You'll be able to use the raster calculation and reclassification tools to prepare raster datasets for analysis and demonstrate how to use the zonal statistics tool to summarize raster datasets by specific geographic areas. You'll be able to describe pattern and clustering analysis methods available in ArcGIS Pro and use the spatial statistics tools to analyze spatial patterns. You will be able to apply the geographic distribution tools to understand the spatial shape and orientation of features and finally use the cluster analysis tools to identify and map clusters of features in ArcGIS Pro.
Name:Data Storytelling Using ArcGIS Online
Description:After this module, you will be able to describe how to make maps that support effect data storytelling and demonstrate how to create charts and graphs in ArcGIS Pro. You will be able to describe when it is appropriate to use a map, a table, or a chart. You will be able to describe what a StoryMap is and why it is a useful storytelling tool. Finally, you'll be able to demonstrate how to publish layers and maps from ArcGIS Pro to ArcGIS Online.
Apply your GIS knowledge in this course on geospatial analysis, focusing on analysis tools, 3D data, working with rasters, projections, and environment variables. Through all four weeks of this course, we'll work through a project together - something unique to this course - from project conception, through data retrieval, initial data management and processing, and finally to our analysis products. In this class you will learn the fundamentals of geospatial and environmental analysis during f
