Geospatial Analysis with ArcGIS

Go to Course: https://www.coursera.org/learn/geospatial-analysis

Introduction

# Course Review: Geospatial Analysis with ArcGIS In an increasingly data-driven world, the ability to understand, analyze, and visualize geospatial data is becoming more vital across various fields, from urban planning to environmental science. If you are looking to deepen your knowledge in this fascinating domain, **Coursera's "Geospatial Analysis with ArcGIS"** course stands out as a comprehensive and practical option. ## Course Overview **Geospatial Analysis with ArcGIS** is designed to take participants on a journey through the principles of geospatial analysis. Over the course of four weeks, you will learn the intricacies of ArcGIS, focusing on essential tools for analysis, including 3D data manipulation, raster management, projections, and environmental variables. Through a hands-on project that runs throughout the course, you'll have the opportunity to apply what you've learned in real-world scenarios—from project conception to data retrieval, management, and analysis. ## Curriculum Breakdown ### 1. Course Overview and Geospatial Analysis The course begins with foundational concepts, where learners will not only grasp what geospatial analysis entails but also become familiar with various tools available within ArcGIS Pro. You'll learn how to convert different vector data types and comprehend coordinate and projection systems. This initial module sets the stage for understanding spatial relationships and includes practical exercises such as adjacency analysis and using tools to explore spatial datasets. ### 2. Network Analysis The focus shifts to network analysis in the second module, where learners will discover advanced capabilities unlocked via extensions in ArcGIS Pro. Through engaging tasks, you’ll create network datasets and run routing analyses. Understanding how to conduct these analyses will provide valuable skills for tasks involving transportation planning and service accessibility. ### 3. Heatmaps and Hotspot Analysis In the third week, you will delve into heatmaps and hotspot analysis. The course effectively teaches you interpolation and how to create raster surfaces from point data, offering insights into environmental variables that impact spatial analysis. Students will also explore pattern and clustering analysis methods, which are essential for understanding geographical trends and distributions. ### 4. Data Storytelling Using ArcGIS Online The final module emphasizes the storytelling aspect of data analysis. You will learn to create compelling maps, charts, and graphs, and understand when to use different visualization tools. This section culminates in an understanding of StoryMaps—a powerful platform for communicating data-driven narratives—while also teaching you how to publish your work online for public access. ## Learning Outcomes By the end of this course, you will have gained practical skills in geospatial analysis, including but not limited to: - Conducting thorough spatial analyses using ArcGIS Pro. - Understanding and manipulating different data formats and projections. - Creating heatmaps and conducting hotspot analyses. - Building effective data stories using maps and visualizations. ## Recommendations The **Geospatial Analysis with ArcGIS** course is highly recommended for anyone interested in developing their GIS skills, whether you are a student, a professional in a related field, or simply an enthusiast. The blend of theoretical knowledge and practical application ensures that participants not only learn the content but can also apply it in meaningful ways. This course is particularly beneficial for: - **Urban planners** looking to analyze spatial relationships. - **Environmental scientists** needing to visualize and work with GIS data. - **Data analysts** exploring new methodologies in spatial data analysis. - **Students** seeking practical experience in geospatial technologies. ### Conclusion In summary, **Coursera's "Geospatial Analysis with ArcGIS"** course is a well-structured and informative program that equips learners with essential skills in geospatial analysis. Through comprehensive modules and a hands-on project, participants can expect to leave with a robust toolkit for tackling real-world geospatial problems. If you’re ready to dive into the world of GIS and elevate your spatial analysis capabilities, this course comes highly recommended.

Syllabus

Course Overview and Geospatial Analysis and Spatial Relationships

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.

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.

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.

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.