Best Gemini prompts for Geography Teachers, Postsecondary

I am working on a research paper analyzing the impact of climate change on coastal erosion patterns in the southeastern United States. Using Google Earth Engine, I have collected a dataset of Landsat 8 imagery from 2015 to 2020. Write a Python script to calculate the NDVI values for each pixel in the dataset, then use a machine learning algorithm to identify areas with significant changes in vegetation health over time. Finally, visualize the results using a combination of 2D and 3D maps in Google Maps.

I need to create a lesson plan for a Geographic Information Systems (GIS) course that teaches students how to use Google Maps and Google Earth to analyze and visualize geospatial data. Write a step-by-step guide on how to create a GIS project that explores the relationship between urbanization and air pollution in a major city, including instructions on how to import data from external sources, create maps and 3D visualizations, and conduct spatial analysis using Google's GIS tools.

I am working on a project to classify land cover types in a rural area using Google Earth Engine. Write a script that uses the Random Forest algorithm to classify pixels into different land cover categories (e.g. forest, grassland, urban) based on a combination of spectral and texture features extracted from Landsat 8 imagery. Then, use the classified map to calculate the area of each land cover type and visualize the results using a bar chart.

I am preparing an academic presentation on global migration patterns and need to create interactive and engaging visualizations to illustrate my research findings. Using Google Data Studio, create a dashboard that displays the top 10 countries of origin and destination for migrants, as well as the total number of migrants and the percentage change in migration rates over time. Then, use Google Maps to create an interactive map that shows the migration flows between countries and allows the user to filter the data by year and region.