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Overview
Introduction to Remote Sensing
Introduction
Data Access
Data Visualization with Landsat
Data Visualization with Sentinel-2
Map Making
Bibliography
Solutions
Introduction to Google Earth Engine
Introduction
Satellite images in GEE - Browsing & pre-processing
Processing and cloud masking Landsat
Processing and cloud masking Sentinel
Retrieving and visualizing elevation data
Exporting hydrologic datasets
Remote Sensing with High Resolution Imagery
Introduction
Fundamentals of high resolution data
Exercise 1 Working with QGIS
Exercise 2 Working on GEE with Planet imagery
Additional high resolution products
Introduction to Synthetic Aperture Radar (SAR)
Introduction
Data Access
Data Processing
Data Analysis and Interpretation
SAR in QGIS
SAR for Mangrove Monitoring
Introduction
Mangroves overview
Step-Through Part 1
Step-Through Part 2
Exporting and mapping
SAR for Flood Monitoring in QGIS (with DEM)
Introduction
Flood events overview
Fundamentals of remote sensing for flood monitoring
Exercise 1: Mapping surface water using SAR data with QGIS
Exercise 2: Mapping flood-prone areas using SRTM data in QGIS
Review of HYDRAfloods
Intermediate Google Earth Engine: Mangrove Use Case
Introduction
Part 1 - Gathering Data
Part 2 - Running Classification
Challenges - Modify and Improve your Random Forest Model
Intermediate Google Earth Engine: Flooding Use Case
Introduction
Part 1 - Mapping Surface Water using Optical Imagery
Part 2 - Mapping Flooded Areas using SAR
Challenges - Modify and Improve your SAR Classification
Drone Flight & Image Processing
Introduction
Part 1 - Drone Flight
Part 2 - Drone Image Processing
Resources
Advanced Google Earth Engine: Change Detection
Introduction
Part 1 - Two-Date Change Detection with Landsat
Part 2 - Time Series Change Detection with LandTrendr
Map Validation and Area Estimation with Collect Earth Online
Background
Introduction
CEO - Designing a Project
CEO - Creating a Project
CEO - Image Interpretation
Map Validation & Area Estimation
Challenges - SEPAL Sample Design and CEO Project Creation
Resources
Partners
Survey
Resources
SERVIR-Amazonia
Resources
Capstone presentation resources
Presentation
Brainstorming Document