Table of Contents
Get the repository: connect to your account, and then load the repo at https://goo.gle/EEFA_repo
Part 1: Fundamentals
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
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
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
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
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
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
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
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
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
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
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
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
Part 2: 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
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
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
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
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
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