The following resources are tagged with the keyword spatial analysis:

Geographic Information Analysis

Resource Description

In this data rich world, we need to understand how things are organized on the Earth's surface. Those things are represented by spatial data and necessarily depend upon what surrounds them. Spatial statistics provide insights into explaining processes that create patterns in spatial data. In geographical information analysis, spatial statistics such as point pattern analysis, spatial autocorrelation, and spatial interpolation will analyze the spatial patterns, spatial processes, and spatial association that characterize spatial data. Understanding spatial analysis will help you realize what makes spatial data special and why spatial analysis reveals a truth about spatial data. Learn more

Intelligence Analysis, Cultural Geography, and Homeland Security

Resource Description

GEOG 571 explores the relationships between culture and civil security and the process of geographically analyzing social, political, economic, and demographic information to understand human history, institutions, and behaviors. It is an elective course in the Geospatial Intelligence Certificate, the Intercollege Master of Professional Studies (iMPS-HLS), and the Master of Geographic Information Systems degree program that is offered exclusively through Penn State's World Campus. It is also one of the optional capstone courses that leads to Penn State's Postbaccalaureate Certificate in GIS. The course consists of projects, associated readings, and exams. Learn more

Maps and the Geospatial Revolution

Maps and the Geospatial Revolution

Credit: A. Robinson © Penn State University is licensed under CC BY-NC-SA 4.0

Resource Description

The past decade has seen an explosion of new mechanisms for understanding and using location information in widely-accessible technologies. This Geospatial Revolution has resulted in the development of consumer GPS tools, interactive web maps, and location-aware mobile devices. This course brings together core concepts in cartography, geographic information systems, and spatial thinking with real-world examples to provide the fundamentals necessary to engage with Geographic Information Science. We explore what makes spatial information special, how spatial data is created, how spatial analysis is conducted, and how to design maps so that they're effective at telling the stories we wish to share. To gain experience using this knowledge, we work with the latest mapping and analysis software to explore geographic problems. Learn more

Spatial Data Science for Emergency Management

Planning GIS for Emergency Management

Credit: Helicopter Help First Aide by ThePixelman is licensed under CC0

Resource Description

Geospatial perspectives and technologies play a major role in planning for and responding to emergencies. Geospatial tools - from aerial mapping techniques to data acquisition, are changing rapidly as is emergency management as the frequency and magnitude of crises and disasters are increasing. This course provides an understanding of how geospatial perspectives and technologies support all stages of emergency management activities, from small scale emergency management efforts to large scale disaster/humanitarian efforts. This includes learning about commonly used and emerging geospatial tools. It also includes an exploration of advancements in data collection, processing and analysis capabilities, such as unmanned aerial systems, geospatial artificial intelligence, volunteered geographic information, social media, and many more. Learn more

The Nature of Geographic Information

Resource Description

The Nature of Geographic Information is an orientation to the properties of geographic data and the practice of distance learning. The purpose of this course is to promote an understanding of the Geographic Information Science and Technology (GIS&T) enterprise. GIS&T is the intersection of professions, institutions, and technologies that produce geographic data and render information from it. It is a rapidly growing and evolving field. Learning is a way of life for all GIS&T professionals. With this in mind, I hope that this text may contribute to your lifelong exploration of how geospatial technologies can be used to improve the quality of life—yours and your neighbors', locally and globally, now and in the future.

This course is no longer being offered for credit and has not been updated since 2017.

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