Data
Data is increasingly available in spatial, temporal, and spectral resolutions from different sensor platforms and modalities.
Resources for teaching and research
Remote sensing and image analysis methods are advancing rapidly. A wealth of high-resolution and up-to-date raster data can be collected with different sensor platforms. Image processing and analysis can now be done on-site, with desktop computers, servers, mobile apps, and in the cloud.
New analysis methods and algorithms emerge alongside new tools. Higher education students need to learn these techniques and how to use the latest tools to conduct research, seize career opportunities, and make an impact.
The fundamentals of remote sensing technology haven’t changed, but new tools, methods, data, and applications continue to develop. To succeed, students need to understand basic concepts and learn modern skills.
Data is increasingly available in spatial, temporal, and spectral resolutions from different sensor platforms and modalities.
Image processing, analysis, and storage can be done on desktop computers, in enterprise environments, and in the cloud.
There are innovative ways to use imagery, such as extracting features with deep learning models and using 3D reality mapping to create digital representations of the world.
Imagery can be used in many ways, from simple background and analysis to advanced object detection or creating 3D imagery that integrates with geospatial technology..
ArcNews
A team at the University of Vermont's Spatial Analysis Laboratory employed GIS tools and drones for flooding disaster response in July 2023.
Esri Blog
The Tahoe Environmental Research Center uses GIS and drones to monitor the environmental health and water quality at the famously clear lake.
ArcUser
Faculty in the department of geology and environmental science at the University of Pittsburgh use Esri Academy to help teach modern GIS skills.
Esri Blog
At the University of Vermont's Spatial Analysis Lab, students use remote sensing to answer environmental questions.
User Story
A professor at Virginia Commonwealth University uses the latest Esri software in his courses to empower students with essential skills.
ArcNews
Dr. Christiane Schmullius at Germany’s University Jena explores the transformative potential of radar and optical data in GIS and remote sensing.
Esri’s education outreach team hosts webinars on imagery and remote sensing topics for educators, researchers, and students. Access the recordings to learn how to incorporate the latest tools and workflows into your coursework.
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