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enterprise-imagery-management-dissemination-analysis

(Advanced Topics of Remote Sensing: Enterprise Imagery Management or Enterprise Imagery Management, Dissemination, and Analysis)

Repo for develping materials for a class in Enterprise Imagery Management, Dissemination, and Analysis

AWS

Azure

ArcGIS

  • ArcGIS Online Account:
  • ArcGIS Portal Account:
  • ArcGIS Software location

Instructor Information

Instructor: Gregory Brunner
Email Address: [email protected]
Office Hours: By request

Description

You know what NDVI means. You have already learned what a digital elevatio model is and what it can be used for. You even know a little bit or raster algebra. What you really want to know, however, is how do I create and maintain a global Landast image service? How do I use Python to interface with Image Services? What can I do with motion video and frone drone imagery? In Advanced Topics of Remote Sensing: Enterprise Imagery Management, you will learn how to create global imagery mosaics, write and implement advanced imagery analysis algorithms, apply these analytical methods at scale using AWS and raster analyics. You will also learn techniques for processing and analysing imagery collected by drones and other highly oblique imagery datasets.

Course Objectives

Textbooks

None

Prerequisites

  • Intro to GIS
  • Classical Remote Sensing

Recommended

  • Programming with Python
  • Enterprise GIS

Course Schedule

Week Topics Date
1 That's Meta - Imagery in the Cloud
2 Connecting to the Cloud
3 Raster Analysis
4 Writing Custom Image Analysis Algorithms
5 Multidimmensional Data and Scientific Data
6 Advanced Imagery Analytics - Machine Learning and Deep Learning
7 Image Server Deployment
8 Image Server - Image Services and Raster Analytics
9 Using Imagery with the ArcGIS API for Javascript and REST API
10 Using Imagery with the ArcGIS API for Python
11 Image Coordinate Space in ArcGIS Pro, Excalibur, and Python
12 Hand Held Imagery and Motion Video in ArcGIS Pro and on the Web
Supplemental Raster Types\Python Raster Types
Supplemental 2D and 3D Maps from Drone Imagery

Structure of the Course

  • Weeks 1 - 6: Desktop: Cloud Storage, Raster Data Types, Analysis, working with rasters in Desktop.
  • Weeks 6 - 12: Entrerpise: How what we have done in desktop translate to enterprise.

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