Table of Contents

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Part 1: Fundamentals

Section F1: Programming and Remote Sensing Basics

F1.0 JavaScript and the Earth Engine API
Ujaval Gandhi

F1.1 Exploring Images
​Jeff Howarth

F1.2 Survey of Raster Datasets
Andréa Puzzi Nicolau, Karen Dyson, David Saah, and Nicholas Clinton

F1.3 The Remote Sensing Vocabulary
Karen Dyson, Andréa Puzzi Nicolau, David Saah, and Nicholas Clinton

Go to section F1

Section F2: Interpreting Images

F2.0 Image Manipulation: Bands, Arithmetic, Thresholds, and Masks
​Karen Dyson, Andréa Puzzi Nicolau, David Saah, and Nicholas Clinton

F2.1 Interpreting an Image: Classification
Andréa Puzzi Nicolau, Karen Dyson, David Saah, and Nicholas Clinton

F2.2 Accuracy Assessment: Quantifying Classification Quality
Andréa Puzzi Nicolau, Karen Dyson, David Saah, and Nicholas Clinton

Go to section F2

​Section F3: Advanced Image Processing

F3.0 Interpreting an Image: Regression
Karen Dyson, Andréa Puzzi Nicolau, David Saah, and Nicholas Clinton

​F3.1 Advanced Pixel-based Image Transformation
Karen Dyson, Andréa Puzzi Nicolau, David Saah, and Nicholas Clinton

F3.2 Neighborhood-based Image Transformation
Karen Dyson, Andréa Puzzi Nicolau, David Saah, and Nicholas Clinton

F3.3 Object-based Image Analysis
Morgan Crowley, Jeff Cardille, Noel Gorelick

Go to section F3

Section F4: Interpreting Image Series

F4.0 Filter, Map, Reduce
Jeff Cardille

F4.1 Exploring Image Collections
Gennadii Donchyts

F4.2 Aggregating Images for Time Series
Ujaval Gandhi

F4.3 Clouds and Image Compositing
Txomin Hermosilla, Saverio Francini, Andréa P. Nicolau, Michael A. Wulder, Joanne C. White, Nicholas C. Coops, Gherardo Chirici

F4.4 Change Detection
Karis Tenneson, John Dilger, Crystal Wespestad, Brian Zutta, Andréa P Nicolau, Karen Dyson, Paula Andrea Paz Garcia

F4.5 Interpreting Annual Time Series with LandTrendr
Robert Kennedy, Justin Braaten, Peter Clary

F4.6 Fitting Functions to Time Series
Andréa Puzzi Nicolau, Karen Dyson, Biplov Bhandari, David Saah, and Nicholas Clinton

F4.7 Interpreting Time Series with CCDC
Paulo Arevalo, Pontus Olofsson

F4.8 Data Fusion: Merging Classification Streams
Jeffrey A. Cardille, Rylan Boothman, Mary Villamor, Elijah Perez, Eidan Willis, Flavie Pelletier

F4.9 Exploring Lagged Effects in Time Series
Andréa Puzzi Nicolau, Karen Dyson, David Saah, and Nicholas Clinton

Go to section F4

Section F5: Vectors and Tables

F5.0 Exploring Vectors
AJ Purdy, David Saah

F5.1 Raster/Vector Conversions
Keiko Nomura and Samuel Bowers

F5.2 Zonal Statistics
Sara Winsemius and Justin Braaten

F5.3 Advanced Vector Operations
Ujaval Gandhi

F5.4 GEEDiT: Digitising from satellite imagery
James Lea

Go to section F5

Section F6: Advanced Topics

F6.0 Advanced Raster Visualization
Gennadii Donchyts, Fedor Baart

F6.1 Collaborating in Earth Engine with Scripts and Assets
Sabrina H. Szeto

F6.2 Scaling up in Earth Engine
Jillian Deines, Stefania DiTomasso, Nick Clinton, and Noel Gorelick

F6.3 Sharing Work in Earth Engine: Basic UI and Apps
Qiusheng Wu

F6.4 Combining R and Earth Engine
Cesar Aybar, David Montero, Antony Barja, Fernando Herrera, Andrea Gonzales , and Wendy Espinoza

Go to section F6

Part 2: Applications

Section A1: Human Applications

A1.1 Agricultural Environments
Sherrie Wang and George Azzari

A1.2 Urban Environments
Michelle Stuhlmacher and Ran Goldblatt

A1.3 Built Environments
Erin Trochim

A1.4 Air pollution and population exposure
Zander Venter and Sourangsu Chowdhury

A1.5 Heat Islands
TC Chakraborty

A1.6 Health Applications
Dawn Nekorchuk

A1.7 Humanitarian Applications
Jamon Van Den Hoek and Hannah Friedrich

A1.8 Monitoring Gold Mining Activity using SAR
Lucio Villa, Sidney Novoa, Milagros Becerra, Andréa P Nicolau, Karen Dyson, Karis Tenneson, John Dilger

go to section A1

Section A2: Aquatic and Hydrological Applications

A2.1 Groundwater monitoring with GRACE
AJ Purdy, J.S. Famiglietti

A2.2 Benthic Habitats
Dimitris Poursanidis, Aurélie C. Shapiro, Spyros Christofilakos

A2.3 Surface Water Mapping
Kel Markert, Gennadii Donchyts, Arjen Haag

A2.4 River morphology
Xiao Yang, Theodore Langhorst, Tamlin Pavelsky

A2.5 Water Balance and Drought
Ate Poortinga, Quyen Nguyen, Nyein Soe Thwal, Andréa Puzzi Nicolau

A2.6 Defining Seasonality: First Date of No Snow
Amanda Armstrong, Morgan Tassone, Justin Braaten

Go to section A2

A3: Terrestrial Applications. Part 1 & Part 2

A3.1 Active fire monitoring
Tianjia Liu and Morgan Crowley

A3.2 Mangroves
Aurélie Shapiro

A3.3 Mangroves II - Change Mapping
Celio de Sousa, David Lagomasino and Lola Fatoyinbo

A3.4 Forest Degradation and Deforestation
Carlos Souza Jr, Karis Tenneson, John Dilger, Crystal Wespestad, Eric Bullock

A3.5 Deforestation Viewed from Multiple Sensors
Xiaojing Tang

A3.6 Working With GPS & Weather Data
Peder Engelstad, Daniel Carver, Nicholas E. Young

A3.7 Creating Presence and Absence Points
Peder Engelstad, Daniel Carver, Nicholas E. Young

A3.8 Detecting Land Cover Change in Rangelands
Ginger Allington, Natalie Kreitzer

A3.9 Conservation I - Assessing the spatial relationship between burned area and precipitation
Harriet Branson, Chelsea Smith

A3.10 Conservation II - Assessing Agricultural Intensification Near Protected Areas
M.D. Madhusudan, Pradeep Koulgi

Go to section A3, part 1

Go to section A3, Part 2