How to Calculate NDWI using Landsat 8 in Google Earth Engine скачать в хорошем качестве

How to Calculate NDWI using Landsat 8 in Google Earth Engine

In this tutorial you will how to calculate NDWI using Landsat 8 in Google Earth Engine. In addition you will also learn how to download NDWI and view in ArcGIS. Google Earth Engine is a Cloud based platform for planetary scale analysis, code with both in Java and Python script for large analyses in short time. The Normalized Difference Water Index (NDWI) is used to detect water bodies in satellite images. As water bodies strongly absorb light in visible to infrared electromagnetic spectrum, NDWI uses green and near infrared bands to highlight water bodies. The NDWI is also used to monitor changes related to water content in water bodies. The formula is: NDWI=(Green-NIR) / (Green+NIR) Landsat 8 NDWI = (B03 - B05) / (B03 + B05) Sentinel-2 NDWI = (B03 - B08) / (B03 + B08) Landsat 1-5 MSS NDWI = (B01 - B04) / (B01 + B04) Landsat 4-5 TM NDWI = (B03 - B05) / (B03 + B05) Landsat 7 ETM+ NDWI = (B02 - B04) / (B02 + B04) MODIS NDWI = (B04 - B02) / (B04 + B02) Values description: Index values greater than 0.5 usually correspond to water bodies. Vegetation usually corresponds to much smaller values and built-up areas to values between zero and 0.2. (Source: sentinelhub, https://custom-scripts.sentinel-hub.c...) Bands in Landsat 8 (OLI)  Band 1 Coastal Aerosol (0.43 - 0.45 µm) 30 m  Band 2 Blue (0.450 - 0.51 µm) 30 m  Band 3 Green (0.53 - 0.59 µm) 30 m  Band 4 Red (0.64 - 0.67 µm) 30 m  Band 5 Near-Infrared (0.85 - 0.88 µm) 30 m  Band 6 SWIR 1(1.57 - 1.65 µm) 30 m  Band 7 SWIR 2 (2.11 - 2.29 µm) 30 m  Band 8 Panchromatic (PAN) (0.50 - 0.68 µm) 15 m  Band 9 Cirrus (1.36 - 1.38 µm) 30 m  Band 10 TIRS 1 (10.6 - 11.19 µm) 100 m  Band 11 TIRS 2 (11.5 - 12.51 µm) 100 m (Source: USGS, https://www.usgs.gov/landsat-missions...) Google Earth Engine Playlist:    • Google Earth Engine   Code Link: https://drive.google.com/file/d/1rx0j... Join this channel to get access to perks:    / @gismadras   00:00 Introduction 02:22 Selecting Area of Interest 03:05 Accessing & Filtering image (Landsat 8) 05:19 Print & NDWI Calculation 07:19 Display / Color 08:55 Defining Boundary 10:17 Run Script & Export NDWI 14:22 Download & View in ArcGIS #NDWI #googleearthengine #waterdetection #NormalizedDifferenceWaterIndex #earthenginetutorial #downloadndwi #arcgis