Tutorials

GEE & Google Colab

1. Introduction to GEE and Colab

   1. 1. • accompanying youtube vid for clarity

         • Exercise 1 Colab - Creating cloud-free imagery; explainer

         • Exercise 2 Colab - Creating land cover maps with a legend; explainer

         • Exercise 3 Colab - Zonal statistics; explainer

         • Exercise 4 Colab - Analyzing forest cover gain and loss;  explainer

2. An Intro to the GEE Python API - MODIS

   1. 1. • My code edits for Chicago

         • Exercise 5 Colab (Simplified Code) - Plotting MODIS LST; explainer

3. Exercise 6 Colab:  Unsupervised Classification

4. Exercise 7 Colab:  Supervised Classification

5. Exercise 8 Colab:  Visualization & Mapping

6. GEE Extra:  Adding Shapefile to GEE

7. GEE Extra:  Subset & Download Landsat

8. GEE Extra:  Efficient Time Series

9. GEE Extra:  Time Series - force by month

10. GEE Extra:  Cleaned-up Env Var for Kongwa

11. Time Series Visualization with Altair

12. Greenest Day of the Year

13. Harmonic NDVI Time Series Clustering with Python and GEE 

14. How to Create Publication Quality Maps Using cartoee

15. Using Google Earth Engine with ArcGIS Pro

Arc GIS Online & ArcGIS Pro

1. ARC1:  Modern GIS - Introduction to GIS [ArcGIS Online + ArcGIS Pro]; explainer

   1. 1. • Discover the foundational concepts and capabilities of GIS and how it is used to help solve world problems. 

2. ARC2:  Perform Analysis in Map Viewer [ArcGIS Online]; explainer

   1. 1. • Answer questions and solve problems using the spatial analysis tools in Map Viewer. 

3. ARC3:  Analysis and modeling in ArcGIS Pro  [ArcGIS Pro]; explainer

   1. 1. • Use geoprocessing tools, build analytical models, and apply spatial statistics to data in ArcGIS Pro. 

4. ARC4:  Supervised and Unsupervised Classifications [ArcGIS Pro]

   1. 1. • Intructions for Downloading the Imagery to complete the Classificaitons:

           1. • Use this GEE code to download a section of Landsat Imagery

              • ArcGIS Pro documentation for creating a composite image

                1. Download the 3 bands you want to composite from GEE.  To see the different bands needed to make specific types of composites look here

                2. Go to ArcGIS Pro > View Menu on top > Geoprocessing (it will open in Catalog Pane)

                3. In Geoprocessing search "Composite Bands" > Click on it

                4. Input Rasters = the 3 bands you downloaded from GEE, the order is RGB...make sure you have the correct order specified for the composite you are trying to make

                5. Output Raster = whatever you like

                6. Run

                7. Use for Unsupervised and Supervised Classification

         • Supervised Classification; 

           1. • Instructions on how to make a training set yourself 

              • ESRI page

         • Unsupervised Classification

           1. • ESRI page

5. ARC5:  Make a Layout [ArcGIS Pro]

   1. 1. • Remember:  Map Evaluation Guidelines

Google Sites

1. create your own Google Site

• • • • • tutorial:  https://support.google.com/a/users/answer/9310491?hl=en

        • example:  John Mischler (example)

Lab Practicals

1. PRACTICAL 1 KEY

2. PRACTICAL 2 KEY