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Google Earth Engine Mega Course: Remote Sensing Applications
Welcome
Welcome
Introduction to Earth Engine API
Introduction to Earth Engine API (8:32)
Set Up Environment
Sign Up for Earth Engine Account (2:23)
Sign Up Form
Get Started with Google Earth Engine
Hello World (4:19)
Basic JavaScript Data Types (25:03)
Earth Engine Objects (25:34)
Exercise
Client Versus Server Side Objects (15:08)
Course Feedback
Course Feedback
Digital Image Processing
Remote Sensing Workflows (7:16)
Image Visualization (17:10)
Image Collection (14:23)
Filtering Image Collection (17:40)
Feature Collection (10:27)
Clipping Images (14:32)
Exercise
Exporting and Importing Geospatial Data
Export Image (4:20)
Exercise
Import Shapefiles (9:04)
Exercise
Advanced Image Processing
Simple Cloud Masking (9:30)
Advanced Cloud Masking (26:47)
Calculate Spectral Indices (52:26)
Reducers (20:18)
Zonal Statistics (14:45)
Extract Samples (16:36)
Land Cover Classification
Clustering Classification (12:29)
Ranndom Forest Classification (30:40)
Drought Monitoring
LST Analysis (10:03)
ET Analysis (10:00)
SMAP Analysis (26:10)
Water Balance Calculation (14:17)
Urban Mapping
NLCD Impervious Surface (10:20)
WorldPop Population Density (6:22)
Surface Water Mapping
Water Occurrence (8:20)
Water Mask (7:26)
Annual Water map (10:45)
National Water Map (9:32)
Water Prediction with Machine Learning (38:35)
Forest Monitoring
Global Forest Cover (7:23)
Global Tree Cover (10:44)
National Tree Cover (8:25)
Forest Gain Loss (7:48)
Forest Gain Loss Area Calculation (10:20)
Air Pollution Monitoring
Carbonmonoxide (7:06)
Methane (7:01)
Nitrogenoxide (9:05)
Sulferdioxide (5:13)
Earth Engine Apps
Introduction to Earth Engine Apps (28:45)
Hello World (12:12)
LatLon Locator (18:18)
Earth Engine Widgets (32:45)
Dynamic World App (22:15)
Final Project
Final Project
Course Feedback
Course Feedback
Water Occurrence
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