Brief Introduction
Learn fundamentals of remote sensing, image analysis, image processing and its application on real-world problems such as vegetation health, wildfire severity, and flooding.
Description
Image analysis is extraction of meaningful information from an image to accomplish a simple task like understanding the landscape or to solve a complex problem like face recognition.
This course is focused on image analysis and applications in the area of natural resource management, geography, geology, and environmental studies. Participants will use a variety of remotely sensed data including Digital Elevation Model, Landsat and Sentinel satellite data to solve specific problems.
Participants in this course will learn fundamentals of remote sensing, image processing and image analysis. Participants will learn image analysis in ESRI ArcGIS Pro through hands-on exercises including image display, image georeferencing, change detection methods, supervised and unsupervised classification, and accuracy assessment methods.
The course is designed for self-study with lessons covering GIS image analysis applications on real-world problems.
Knowledge
- Access open source satellite image and data products for any part of the world
- Perform image analysis using raster functions in ArcGIS Pro software efficiently
- Co-register and use historic remotely sensed imagery for change detection applications
- Use spectral indices to assess vegetation health, burn severity, and flooding
- Use unsupervised and supervised classification algorithms to create land cover maps
- Create elegant map figures for communicating image analysis results
ArcGIS Pro Vs QGIS Level 1: Fundamental
- 0.0
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If You Want to Learn Both ArcGIS Pro and QGIS to Choose A Suitable Software for Your Particular GIS Task, Then Enroll....
Introduction to GIS Mapping
- 4.9
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In the course project, you will create your own GIS data by tracing geographic features from a satellite image for a location and theme of your choice....
3D GIS
- 0.0
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Take your maps into the third dimension: Learn GIS concepts and tools to visualize, analyze, and interpret spatial data in 3D....
GIS Image Analysis in ArcGIS Pro
- 0.0
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Learn fundamentals of remote sensing, image analysis, image processing and its application on real-world problems such as vegetation health, wildfire severity, and flooding....
