Mapping surface water using Earth Engine (Floods, Water change, Seasonal Reservoirs) | Geo4Good '23

Описание: 👉 The slide deck for this talk → https://docs.google.com/presentation/...
🛰️ More about the 2023 Geo for Good Summit → https://g.co/earth/geoforgood23

❤️🌍 DESCRIPTION:
Experts Gennadii Donchyts and Kel Markert, demonstrate how cutting-edge mapping technology and datasets can monitor and analyze water bodies across the globe. Discover how algorithms and satellite imagery fuse to provide insights into water-related applications, from agricultural impacts to flood tracking,surface water occurrence and change mapping, coastal changes and bathymetry, moisture. Then the session provides a hands-on experience focusing on the waterbody dynamics and flood detection with optical multispectral and SAR satellite imagery.
Reuse the code, try out new techniques, and contribute to meaningful environmental research today.

💻 TIMESTAMPS:
0:00 - Introduction to Water Session
1:08 - Session Logistics Overview
2:45 - Agenda of Today's Water Session
3:48 - Importance of Water Study
5:20 - Flood Events Analysis
8:01 - Water Changes Time-Lapse
10:02 - Long-Term Water Dynamics
16:54 - Water-Related Datasets Exploration
17:32 - SMAP Satellite Data Overview
18:30 - Reservoirs Seasonal Variability Study
21:08 - SWD Algorithm Explanation
21:59 - Water Detection with SWD
22:50 - Mapping Water Occurrence with SWD
23:45 - SWA Time Series Generation Test
25:03 - JRC Monthly Water Dataset Introduction
27:54 - Analyzing Water Occurrence Data
30:30 - Multispectral Imagery for Water Detection
32:50 - Satellite Spectral Bands for Water Study
34:35 - NDVI Index Calculation
37:22 - Techniques for Cloud Masking
45:36 - NDVI Computation Process
49:46 - Custom Inspector Tool Demonstration
53:20 - Time Series Data Merging
56:23 - CloudScore+ Performance Analysis
57:47 - Identifying False Negatives in Water Detection
1:00:19 - Water Session Wrap-Up

🎙️ SPEAKERS:
Gennadii Donchyts, Kel Markert; Google


Remotesensing, Water index calculation, Global water crisis, How To Draw, Digital Art, Digital Art Tutorials, Water dynamics, NDVI index, Earth engine scripts, Sentinel2, Water mapping, Citizen science, Water quality, Coastline changes, Digital Painting, Water resource management, Remote sensing algorithms, Landsat, Earth engine, Water detection, Digital Artist, Geospatial analysis, Digital Art Tips, Environmental monitoring, Geospatial data