Ghana launches National Map of Forests and Land Use

The map is a milestone towards ending deforestation and ensuring sustainability in the cocoa industry.


Ghana launched its National Map of Forests and Land Use on 28th January 2021.

Resource Management Support Centre (the technical wing of Ghana Forestry Commission) produced the map, with the support of among others, Kwame Nkrumah University of Science and Technology, Ecometrica Limited and the University of Leicester.

The map differentiates cocoa farms from natural forests. This is a critical measure of how cocoa farming is driving deforestation.

Screenshot of the Launched Map
Screenshot of the launched Map

The aim of the map and its later updates include:

  • Eliminating deforestation from the production of agricultural commodities such as cocoa.
  • Supporting international forest conservation efforts such as REDD+.
  • Ensuring compliance with forest laws.
  • Informing international reporting on greenhouse gas emissions from land use.

It is part of Forests 2020, a project by a consortium of UK experts and international partners led by Ecometrica Limited.

The project aims to protect and restore up to 300 million hectares of tropical forests in 6 developing countries. They will do this using satellite data.

How was the data gathered?

The map was produced by combining local expertise, satellite imagery, lidar data and machine learning techniques.

Detection of cocoa utilized radar data collected from Sentinel-1 satellite in combination with optical data collected from Sentinel-2 satellite.

Cocoa can either be:

  1. Unshaded monocrop cocoa – grown as a plantation under the sun, without shade.
  2. Shaded cocoa agroforests – grown with trees which provide shade.
Cocoa tree
Cocoa tree
Photo by Seyiram Kweku on Unsplash

Detection of unshaded, mono-crop cocoa and segregating it from natural forests was done using Sentinel 2 satellite imagery.

While radar imagery from Sentinel 1 is effective for monitoring deforestation over large areas, it is limited to detecting the uppermost part of the forest canopy.

Shaded cocoa agroforests are challenging to detect because they are under the forest canopy. Lidar technology was thus used to detect these.

Why is the map important?

Ghana is the second-largest cocoa producer in the world, the first being Ivory Coast, (or Côte d’Ivoire). Together, they produce over 50% of the world’s cocoa – the essential ingredient in chocolate.

But at what cost?

27% of total deforestation in Ghana between 1990 to 2008 is estimated to have been driven by cocoa cultivation.

Using historical imagery, a U.S. Geological Survey project uncovered the following trends in Ghana:

At three time periods (1975, 2000, and 2013) 38 years apart,

  • Agricultural land increased from 13% to 32% of the total land area.
  • Forests declined by 25%.
  • Settlements increased by 161%.
Ghana land cover time series (1975, 2000, and 2013) (Source)

Conversion of forests to cocoa farmlands is threatening the remaining forested and protected areas. The drivers for this are:

  • Low yields from ageing cocoa trees,
  • Poor agricultural practices, and
  • Shrinking of suitable farmland land area due to climate change.

Many chocolate companies have committed to deforestation-free supply chains. This is due to the rise in consumer demand for sustainable products.

To meet this commitment, the Ghanaian government, and the cocoa sector must track where each bean is coming from and so exert pressure on suppliers to end unsustainable practices.

The lack of up-to-date land-use maps and effective forest monitoring systems hampered these efforts until now.

The map will enable companies to trace their supply chains and ensure they are deforestation-free. This will result in a reduction of deforestation from Ghana’s agricultural and extractive commodities like crops, timber or minerals.

Furthermore, the map will help in near real-time vegetation change and deforestation monitoring.

Final thoughts

The map is a milestone towards ending deforestation, restoring forests and ensuring sustainability in the cocoa industry.

You can explore the map here.

Visit the links below to learn more about deforestation efforts in Ghana.

Rose Njambi is fascinated by all things geospatial. Besides being a geospatial engineer, she's an aspiring writer. She's always eager to learn about how different people are applying geospatial technologies. Rose lives in Kenya. She divides her time between her hometown, Nakuru, and the capital, Nairobi. Find her on her website or connect with her on LinkedIn.


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