by Christoph Hormann
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The Green Marble mosaic version 3

Green Marble global mosaic

The Green Marble version 3 is a whole earth image mosaic assembled from visual color satellite images. It is the third iteration of the Green Marble, the first truly global mosaic covering the full planet surface from the equator to the poles based on actual measured colors and with seamless coverage of the oceans. And it is the first truly cloud free mosaic with no residual clouds even in critical areas in the tropics. The Green Marble represents the surface color at the local vegetation maximum or snow/ice minimum at any part of the planet - hence the name. So in total it does not show any particular point of time but instead shows a generalized typical appearance of the earth surface.

The Green Marble version 3 is a huge step forward in quality of land area depiction compared to version 2, combining recent data of two different satellite systems (MODIS and Sentinel-3 OLCI) with a completely new aggregation methodology leading to lower noise levels, better representation of the vegetation maximum and the snow and ice minimum as well as overall more accurate and consistent colors.

Primary data source for land depiction is Sentinel-3 imagery from 2018 to 2022 at low latitudes, supplemented in parts with MODIS imagery from 2019 to 2020. At high latitudes Sentinel-3 and MODIS images are used in combination, for the Antarctic MODIS is the primary data source. Water area depiction is based on Sentinel-3 OLCI data from 2017-2020. Sea ice depiction is based on MODIS data.

In case you would like to read in more detail about this mosaic off-line a product description is available for download and offline reading as well.

Key properties

  • Full coverage of the planet surface up to the poles and including the oceans based on locally measured colors.
  • 100 percent cloud free.
  • Based on Sentinel-3 and MODIS data from 2018-2022 for land areas and sea ice, Sentinel-3 water reflectance data for water areas, primarily from 2017-2020.
  • 250m/300m resolution on both land and water, processed at 250m resolution.
  • Depiction of the average vegetation maximum and snow/ice minimum appearance at any point on earth.
  • Sea ice rendering showing either the typical summer extent or maximum ice free water.
  • Available as linear surface reflectance values as well as tone mapped and either with shading as recorded, shading compensated or with customized relief shading.

Improvements of version 3

Compared to version 2/2.1 the version 3 mosaic offers the following improvements:

  • Updated data basis for land areas, from 2018-2022.
  • New processing technique for a globally uniform and consistent processing of all data sources leading to much improved quality, in particular better resolution and acuity, and much lower noise levels. This means a much higher rendering quality world wide, especially at full resolution.
  • Specific improvements have been made to more reliably target the snow minimum and vegetation maximum in regions where the cloud incidence is high during that period.
  • Arctic regions more reliably show the vegetation maximum in regions with notable vegetation and the seasonal snow minimum in regions with little or no plant growth.
  • Switching from MODIS to Sentinel-3 OLCI/Synergy data provides a reliable upgrade path for future versions with MODIS systems reaching their end of life.
  • Use of a newer processing toolchain for Sentinel-3 data processing and of cross calibration with MODIS data allows for strongly reducing systematic atmosphere compensation errors and leads to much improved color consistency.
  • The whole mosaic is available both with standard shading as recorded and with shading compensation for an illumination neutral depiction of the surface color.

Product packaging

Green Marble spherical processing grid Equirectangular projection (EPSG:4326) tiling grid and file name convention used for mosaic distribution

The Green Marble is produced in a spherical tiling scheme with different projections being used in different parts of the world for optimal quality everywhere.

The mosaic can be obtained in this original tiling but most users prefer a version in uniform equirectangular projection (EPSG:4326) because that is easier to handle. The default packaging of this is in 8 tiles each of a size of 43200×43200 pixel. This combines to a total mosaic size of 172800×86400 pixel. This tiling scheme is illustrated on the right.

Other variants like conversion into other projections or spatial subsets of the mosaic can be produced on request.

Sea ice rendering options

By default the Green Marble is available with a sea ice depiction in the polar regions showing an average summer ice extent from the years of source data coverage. Alternatively a mosaic variant can be provided that shows the maximum open water extent in the observation time span with only a minimum of sea ice. How these different variants look like in the polar regions can be seen below.

Arctic with standard sea ice rendering Arctic with maximum ice free water rendering Antarctic with standard sea ice rendering Antarctic with maximum ice free water rendering

Tone mapping and shading options

The mosaic is produced and is available as linear surface reflectance. This can be rendered for display or print in different forms depending on the use case and individual style preferences. The standard tone mapping option offered is optimized for a well readable and appealing depiction of most of the earth surface in sRGB color space with a globally uniform mapping. For the Antarctic this tone mapping is not ideal and therefore a locally adjusted tone mapping option is used for rendering the Antarctic by default - with a smooth transit to the standard tone mapping further north. If a globally unified tone mapping is preferred that is available too of course.

Antarctic with standard tone mapping Antarctic with locally adjusted tone mapping Antarctic shading compensated

The Green Marble is available with the original shading as recorded by the satellites. For Sentinel-3 this is a morning lighting, for the Antarctic the afternoon (west) illumination from the Aqua satellite is used. The mosaic is also available in a shading compensated version that is suitable for example to be used in production of 3d renderings or for combination with a custom relief shading.

Peru with original shading Peru shading compensated Peru with custom relief shading (example)

Sample gallery

Europe in conic projection Europe in conic projection with custom relief shading Southern Norway Svalbard Kamchatka peninsula Kamchatka peninsula with custom relief shading Caspian Sea Cascade Range and Palouse The Caribbean Southern Alaska detail Southern Alaska detail with shading compensation The Tian Shan mountains and Issyk-Kul Lake Northern South America without clouds Southern Alaska Transantarctic mountains Transantarctic mountains with shading compensation The Ganges delta and the eastern Himalayas Peru and Lake Titicaca The northern Antarctic peninsula The Torres Strait The Great Barrier Reef The Caribbean Northern Scandinavia Northern Ural Mountains Greenland with standard tone mapping Greenland with darker tone mapping Greenland exposed for the snow areas Sahara desert

Demo map

Here is a demonstration map in web mercator projection based on the Green Marble mosaic

A small version of the tone mapped Green Marble version 1 in plate carrée projection (EPSG:4326) is available for testing under CC-BY-SA license:

For custom licensing you can obtain any other projection and size of course. For use in web maps i can also provide tile services.

Green Marble version 3 license inquiry

You can use this form to make your inquiry. If you prefer you can also make your inquiry via email of course, at your option also with encryption).

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What you are interested in

Tone mapped image mosaic with default tone mapping for use in print or on screen
Mosaic with shading compensation
Mosaic with maximum free water sea ice rendering (instead of average summer extent)
Linear surface reflectance data for custom processing

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Todays featured image:

Eastern Europe from south
Eastern Europe from south
View of Eastern Europe from the south. Uses waterbody data copyright OpenStreetMap contributors. [more]
Design and Content Copyright 2022 by Christoph Hormann
last updated Sat, 15 Oct 2022 20:16