(4/4) Mastering timelapses using Python in Google Earth Engine | Geo for Good 2023

👉 This Jupyter Notebook provides code snippets and practical exercises for the Earth Engine Python workshop at the Geo for Good Summit. → https://geemap.org/workshops/G4G_2023 💻 Watch FULL workshop playlist → https://www.youtube.com/playlist?list=PLLW-qoCMKQsxIbjG_raIAIL8BbSWT4m5S 🛰️ More about the 2023 Geo for Good Summit → https://g.co/earth/geoforgood23 ❤️🌍 DESCRIPTION: Embark on a journey into the captivating world of Geo-Timelapse with this in-depth tutorial that unveils the secrets to mastering the art of timelapse creation using geospatial data. Whether you're a seasoned GIS professional or a curious enthusiast, this video empowers you to transform raw data into compelling narratives of change over time. Discover expert techniques for exporting data efficiently, crafting precise animations, and navigating common pitfalls with ease. Don't miss the chance to elevate your skills and bring dynamic stories to life. Dive in and unlock the full potential of Geo-Timelapse mastery today! #GeoTimelapse #TimelapseAnimation #GIS #DataExport #GeospatialData #GeemapGuide #EarthEngineDataCatalog #GeospatialAnalysis #MappingTechnology #remotesensing #EarthEngine #cloudcomputing #GeographicInformationSystem #GIS #ClimateAnalysis #EarthObservation #climatechange #sustainability #geospatial #GeoAnalysis 💻 TIMESTAMPS: 0:00 - Introduction to Data Export 0:24 - Data Export Techniques 1:48 - Single Image Export Tutorial 5:24 - Google Drive Export Guide 7:00 - Image Collection Export Process 8:35 - Feature Collection Export Tips 13:40 - Large Image Download Strategies 17:44 - Mosaicking Techniques for Large Images 20:19 - Animation Creation Overview 22:55 - Timelapse Animation Fundamentals 23:50 - US Location Timelapse Animation 24:50 - Global Timelapse Animation Creation 27:15 - Custom Frequency Timelapse Animations 31:30 - Timelapse Function Limitations 32:54 - MODIS NDVI Timelapse Tutorial 34:30 - Creating Generic Timelapses 35:25 - GOES Satellite Timelapse Method 37:55 - Simplified Timelapse Creation 39:35 - Web Application Development for Data 46:27 - MapReduce Function Explained 49:04 - Speaker Contact Information 49:23 - Project Contribution Guidelines 51:23 - Workshop Closing Thoughts 🎙️ SPEAKERS: Qiusheng Wu, University of Tennessee Knoxville Satellite Imagery,Educational Gis,Geographic Information System,Geospatial Innovation,Geospatial World Forum,Google Earth Engine Api,Google Maps Api,Image Processing,Spatial Data Analysis,Geospatial Science,Geospatial Web App,Modis Data,Geospatial Python,Geospatial Software,Google Drive,Python Scripting,Image Collection,Landsat Imagery,Csv Export,Raster Data,Earth Science,Geopandas