Tutorials

Clouds and Shadows Masking

• Clouds/Shadows Masking on Sentinel-2 Surface Reflectance Product
  • Let’s start!
  • Clouds/Shadows Masking
    • 1. Quality Assessment masking
    • 2. Quality Assessment masking (without masking cirrus clouds)
    • 3. Cloud Probability masking
    • 4. Cloud Probability masking with a different threshold value
    • 5. Cloud Probability masking with a different buffer value
    • 6. Cloud Probability masking with a different NIR threshold
    • 7. Cloud Probability masking with a different shadow search range
    • 8. Cloud Probability masking using the Cloud Displacement Index (CDI)
    • 9. Cloud Probability masking (without masking shadows)
    • 10. Cloud Probability masking of a scaled image (pixel values in [0, 1])
  • Visualization
• Cloudless MOD09Q1 Median Composite
  • Let’s start!
  • Visualization
• Clouds Masking on Sentinel-3 Radiance (Bright Pixels Masking)
  • Let’s start!
  • Clouds Masking
  • Visualization
• Masking Clouds and Shadows in VIIRS Products
  • Let’s start!
• Complete Preprocessing (Clouds Masking, Shadows Masking, Scaling and Offsetting) With Just One Method
  • Let’s start!
  • Complete Preprocessing

Scaling and Offsetting

• Scaling a Sentinel-2 Image Collection
  • Let’s start!
  • Image Scaling
  • Visualization
• Scaling and Offsetting ANY RASTER DATASET From the GEE STAC
  • Let’s start!
  • Check the SCALE parameters
  • Check the OFFSET parameters
  • Automatic Scaling and Offsetting
• Landsat 8 - Collection 2
  • Let’s start!
  • Landsat 8, Collection 2, Pre-processing and Processing
• Landsat 4, 5 and 7 - Collection 2
  • Let’s start!
  • Landsat 4, 5 and 7, Collection 2, Pre-processing and Processing

Spectral Transformations

• Computing Spectral Indices in Landsat 8
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  • Spectral Indices
  • Visualization
• Computing Spectral Indices for MODIS
  • Let’s start!
  • Preprocessing and Spectral Indices Computation
    • GNDVI
    • NBR
    • NDWI
• Spectral Indices From the Awesome Spectral Indices for GEE
  • Let’s start!
  • New method for computing Spectral Indices
• Tasseled Cap
  • Let’s start!
  • Sentinel-2
  • MODIS
• Access to Awesome Spectral Indices v0.0.3
  • Let’s start!
  • Spectral Indices from Awesome Spectral Indices v0.0.3 are now locally available!
• Monthly Global kNDVI using eemont and wxee
  • Let’s start!

Time Series

• Getting the Closest Image to a Specific Date
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  • Closest Image
  • Visualization
• Time Series By Region (with Conversion to Pandas and Visualization with Seaborn)
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  • Time Series By Region
  • Conversion to Pandas
  • Visualization
• Time Series By Regions (with Conversion to Pandas and Visualization with Seaborn)
  • Let’s start!
  • Time Series By Regions
  • Conversion to Pandas
  • Visualization

Histogram Matching and Pan Sharpening

• Histogram Matching
  • Let’s start!
  • Matching Landsat 5 to Landsat 8
  • Matching Sentinel-2 to MODIS
• Panchromatic Sharpening
  • Let’s start!
  • Sharpening a Landsat Image
  • Sharpening Methods
    • HPFA
    • SM
    • PCS
  • Sharpening Image Collections
  • Quality Assessments
    • Image-wise and Band-wise QA
    • Metrics

Overloaded Operators and Container Methods

• Using Overloaded Operators to Compute the EVI (Sentinel-2)
  • Let’s start!
  • Overloaded Operators
  • Visualization
• Using Overloaded Operators to Compute Snow Cover (Sentinel-2, MOD10A1)
  • Let’s start!
  • Overloaded Operators
  • Visualization
• Overloaded Operators for the ee.Number Object Class
  • Let’s start!
  • Overloaded Operators
• Overloaded Operators for the ee.List Object Class
  • Let’s start!
  • Overloaded Operators
    • Concatenation
    • Repeat
• Container Emulation Methods for ee.Image and ee.ImageCollection
  • Let’s start!
  • Container Emulation Methods
    • ee.ImageCollection
    • ee.Image

Constructors

• Creating Points From Queries
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  • Creating a Single Point (ee.Geometry)
  • Creating a Single Point with Properties (ee.Feature)
  • Creating a MultiPoint Geometry (ee.Geometry)
  • Creating a MultiPoint with Properties (ee.FeatureCollection)
• Creating A Bounding Box From Queries
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  • Creating a Bounding Box (ee.Geometry)
  • Creating a Bounding Box with Properties (ee.Feature)
• Creating Geometries From Plus Codes (and Vice Versa)
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  • Creating a Single Point (ee.Geometry)
    • From a Full Plus Code
    • From a Short Plus Code
  • Creating Other Geometries (ee.Geometry)
  • Retrieving Plus Codes From Geometries or Features

Earth Engine Apps

• Inspect, Open and Download Earth Engine Apps
  • Let’s start!
  • Inspect the App!
  • Interact with the App
• All Earth Engine Apps (using ee-appshot)
  • Let’s start!

Other STAC Methods

• Checking the STAC Info of ANY RASTER DATASET in the GEE STAC
  • Let’s start!
  • Checking STAC Info
• Citation Tools for ANY RASTER DATASET in the GEE STAC
  • Let’s start!
  • Retrieving DOI
  • Retrieving Citation

Extensions

• Using eemont in Julia
  • Let’s start!
  • Working with Earth Engine in Julia
  • Adding eemont to the soup
  • Pipes, pipes, pipes

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Clouds/Shadows Masking on Sentinel-2 Surface Reflectance Product