Shifting to Modern Remote Sensing and Image Analysis for Teaching and Research using ArcGIS: List of Resources

[CanserinaKurnia]

Imagery & remote sensing technologies have advanced rapidly. High resolution and up-to-date raster data are increasingly becoming widely available from satellites, planes, and drones, along with scientific, elevation, categorical and multidimensional datasets. New tools and workflows make working with imagery faster and easier, both on desktop and cloud. 

Following is the list of resources:

Presentation slide deck (presented on the Technology Track at 2022 ISPRS Congress)

Ready-to-Use Apps

• Landsat Explorer
• Sentinel-2 Explorer
• Earth Observation Explorer
• World Imagery Wayback
• Gallery of imagery apps from Esri
• Ready-to-use imagery and apps (StoryMap)
• Build your own imagery app (StoryMap)
• Story Maps featuring imagery
• Get started with imagery (Lesson)

ArcGIS Image for ArcGIS Online

• Get started with ArcGIS Image for ArcGIS Online (a blog with comprehensive list of resources)
• Try ArcGIS Image for ArcGIS Online (tutorial series)
• Deep Learning using ArcGIS Image for ArcGIS Online 
• Analyze imagery with ArcGIS Notebooks (tutorial series)

ArcGIS Pro

• Introduction to the ArcGIS Pro Image Analyst Extension
• ArcGIS Pro Imagery Lesson gallery

ArcGIS Notebooks, Python, R and APIs

• ArcGIS Developer
• ArcGIS Notebooks
• R-ArcGIS Bridge
• ArcGIS Notebooks in ArcGIS Pro
• ArcGIS Notebooks in ArcGIS Online
• Teaching with ArcGIS Notebooks (tutorial series)
• Learn Python with ArcGIS Notebooks (tutorial series)
• R-ArcGIS Bridge lesson
  • Downscale climate data with machine learning
  • Identify an ecological niche for African buffalo

ArcGIS Drone2Map

• Incorporating ArcGIS drone solutions into your classes 

Data

• ArcGIS Living Atlas of the World – Imagery content

ArcGIS for Microsoft Planetary Computer

• Datasets available through the Planetary Computer API

Imagery Workflows

• Imagery Workflows website : https://doc.arcgis.com/en/imagery/workflows/

Deep Learning in ArcGIS

• How to get started learning and teaching deep learning analysis in ArcGIS
• Pretrained deep learning models
• Pretrained deep learning packages

 Teaching materials to aid the development of university-level curricula

• Introduction to Imagery & Remote Sensing
• Getting Started with Imagery and Remote Sensing

Education Resources

• Image and Raster Analysis Tools in ArcGIS – (a blog with comprehensive list of resources)
• Imagery and Remote Sensing e-learning guide
• Learn ArcGIS
• Esri Academy course catalog
• Esri MOOC – Imagery in Action
• Esri Press books for imagery and remote sensing
  • The ArcGIS Imagery Book
  • GIS for Science Technology Showcases
• Webinar series for imagery and remote sensing in higher education

Webpages

• Imagery and Remote Sensing in Higher Education
• Imagery in ArcGIS overview
• ArcGIS Image

 Events:

• Esri Imagery and Remote Sensing Educators Summit

Contact:

• Contact Esri Education team
• Contact Esri offices and distributors
• Join Esri Community - Education and subscribe to Education blog

For questions, if you need assistance, or would like to connect,  feel free to contact Canserina Kurnia at ckurnia@esri.com.