NDVI+NDWI from two 16-bit COGs

cog 8 ndvi 3 ndwi 1 sentinel 1 geotiff 1

Calculating NDVI+NDWI as green and blue values.

The GeoTIFF layer in this example calculates the Normalized Difference Vegetation Index (NDVI) and Normalized Difference Water Index (NDWI) from two cloud-optimized Sentinel 2 GeoTIFFs: one with 10 m resolution and red and a near infrared bands, and one with 60 m resolution and a short wave infrared channel. The NDVI is shown as green, the NDWI as blue. The 4th band is the alpha band, which gets added when a source has a nodata value configured.

main.js

import 'ol/ol.css';
import GeoTIFF from 'ol/source/GeoTIFF';
import Map from 'ol/Map';
import TileLayer from 'ol/layer/WebGLTile';

const source = new GeoTIFF({
  sources: [
    {
      url: 'https://s2downloads.eox.at/demo/Sentinel-2/3857/R10m.tif',
      bands: [3, 4],
      min: 0,
      nodata: 0,
      max: 65535,
    },
    {
      url: 'https://s2downloads.eox.at/demo/Sentinel-2/3857/R60m.tif',
      bands: [9],
      min: 0,
      nodata: 0,
      max: 65535,
    },
  ],
});
source.setAttributions(
  "<a href='https://s2maps.eu'>Sentinel-2 cloudless</a> by <a href='https://eox.at/'>EOX IT Services GmbH</a> (Contains modified Copernicus Sentinel data 2019)"
);

const ndvi = [
  '/',
  ['-', ['band', 2], ['band', 1]],
  ['+', ['band', 2], ['band', 1]],
];

const ndwi = [
  '/',
  ['-', ['band', 3], ['band', 1]],
  ['+', ['band', 3], ['band', 1]],
];

const map = new Map({
  target: 'map',
  layers: [
    new TileLayer({
      style: {
        color: [
          'color',
          // red: | NDVI - NDWI |
          ['*', 255, ['abs', ['-', ndvi, ndwi]]],
          // green: NDVI
          ['*', 255, ndvi],
          // blue: NDWI
          ['*', 255, ndwi],
          // alpha
          ['band', 4],
        ],
      },
      source,
    }),
  ],
  view: source.getView(),
});

index.html

<!DOCTYPE html>
<html lang="en">
  <head>
    <meta charset="UTF-8">
    <title>NDVI+NDWI from two 16-bit COGs</title>
    <!-- Pointer events polyfill for old browsers, see https://caniuse.com/#feat=pointer -->
    <script src="https://unpkg.com/elm-pep"></script>
    <!-- The lines below are only needed for old environments like Internet Explorer and Android 4.x -->
    <script src="https://cdn.polyfill.io/v3/polyfill.min.js?features=fetch,requestAnimationFrame,Element.prototype.classList,TextDecoder"></script>
    <script src="https://cdnjs.cloudflare.com/ajax/libs/core-js/3.18.3/minified.js"></script>
    <style>
      .map {
        width: 100%;
        height:400px;
      }
    </style>
  </head>
  <body>
    <div id="map" class="map"></div>
    <script src="main.js"></script>
  </body>
</html>

package.json

{
  "name": "cog-math-multisource",
  "dependencies": {
    "ol": "6.12.0"
  },
  "devDependencies": {
    "parcel": "^2.0.0"
  },
  "scripts": {
    "start": "parcel index.html",
    "build": "parcel build --public-url . index.html"
  }
}