Cité Keur Gorgui’s residential neighborhood, Dakar (Maxar WorldView 2, true color composite, acquired on March 4, 2015).

Join Urban Growth in Africa Contest

The deadline is extended until September 5, 2021!

Sabina Dolenc
Sentinel Hub Blog
Published in
7 min readJul 26, 2021

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Tools like Sentinel Hub EO Browser with its custom scripting, allow anyone to browse, analyse, and visualise satellite data in near real-time. To demonstrate the availability of the free tools and the ease of their use, we have initiated a series of Sentinel Hub Custom Script Contests, starting with the first contest in Spring 2019. The deadline for our special edition currently running— Urban Growth in Africa —has been extended to September 5, 2021. With our partners, the Euro Data Cube (EDC), the Copernicus EU Earth Observation programme and the European Space Agency, we therefore invite you to take part.

Why Participate

Africa is projected to have the fastest urban growth rate in the world. According to West African Studies, an additional 950 million people will live in Africa’s cities by 2050. This urbanisation presents many opportunities, but also poses major challenges and creates development and environmental problems. Understanding urbanisation, its drivers, dynamics and impacts is essential for designing appropriate policies at different levels. Remote sensing plays a very important role in this case.

The contest itself provides a unique opportunity to explore the possibilities of freely available tools to find solutions and even shape the policies mentioned above. Everyone can share their knowledge and contribute valuable ideas and scripts to the remote sensing community. Together we can empower others to find solutions to various environmental problems and even contribute to a better future for our planet.

Besides using great tools, you can also win some cool prizes that can be used for further exploitation and even developing new business opportunities. Participate in the contest and get access to Sentinel Hub services, the Euro Data Cube (EDC) processing environment and high-resolution commercial data.

Use High-Resolution Commercial Data

With this edition we aim to demonstrate the power of a deep multi-temporal and multi-resolution data cube combined from Sentinel-1, Sentinel-2 and Landsat. The area we are looking at is Africa. To spice it up, we have chosen Dakar, Senegal, and loaded it with high-resolution commercial data such as Airbus Pleiades and SPOT, Maxar WorldView/GeoEye, provided by European Space imaging, and PlanetScope.

Left: Strong infrared signal from the grass in Léopold Sédar Senghor Stadium, Dakar (Maxar WorldView 2, false colour composite, acquired on March 4, 2015). Right: A smoke plume coming from a fire in the Mbeubeuss landfill, Dakar (PlanetScope️, false colour composite, acquired on April 24, 2017).

Read more about the available data collections and our offering in Urban Growth in Africa contest here. Join to explore the depth and detail of commercial data and dense time series over a long period of time available for one location.

You can participate in three different ways, either create a custom script, write a story based on Earth observation (EO) data or/and create a pin story in EO Browser. The goal is to show an interesting event related to Urban Growth in Africa, such as land cover changes through time.

Create a Custom Script

Create your own custom script to enroll for a money prize and annual subscription to Sentinel Hub. You can also win a nice budget of commercial data (Airbus Pleiades and SPOT).

If you are new to scripting, check out this friendly Custom Script Tutorial, which will guide you through the first steps and help you create simple custom scripts. Your custom script can be as simple as this aesthetic Sentinel-1 composite, which was created to display buildings in bright red and cyan colors (image below).

The urban expansion of Rufisque and neighbouring cities as seen with Sentinel-1 between March 7, 2015 and May 10, 2021. As certain buildings are highly reflective in VV, and others in VH polarization, both polarizations were used. VV polarization was used in the red channel, and VH polarization in both green and blue channels, with the channels multiplied to get aesthetic red-cyan colors. 🌐 EO Browser

You can submit up to three different custom scripts. More about the requirements is available here.

On our web page with custom script documentation, you will find all the relevant links to help you get started. See also some further instructions on how to create a script in EO Browser, read our blog post to learn more about the concept behind scripts, and visit our custom script repository with a variety of script examples.

Did you know that you can create a custom script with your colleagues, friends, co-workers, fellow students, etc. and submit it as a group to the contest?

Of course you can also create more complex scripts, including various indices, algorithms, multi-temporal scripts or data fusion. Like the following data fusion script (image below) showcasing historic NDVI changes using two Landsat collections to compare earlier and more recent imagery. Vegetation changes it displays in violet and green can help us determine, among other things, where urban or agricultural expansion happened.

Historic NDVI Changes with Landsat 4–5TM and Landsat 8 — The expansion of urban areas where the vegetation cover diminished (pink) and the expansion of agricultural land, where vegetation cover increased (green) over Dakar, between 1990 and 2017. For the earlier image, Landsat 4–5 TM (acquired on December 5, 1990) was used, and for the later image, Landsat 8 (acquired on December 15, 2017) was used. More about the script! 🌐 EO Browser

For more information on custom scripts, watch our webinars on Custom Scripts and Multi-Temporal Scripts and Data Fusion.

You can also enter the contest without any programming knowledge by writing a matching story or creating a pin story in EO Browser.

Create a Pin Story

In addition, another special prize will be awarded for the best pin story, which is really easy to make and doesn’t require any coding. All you need is to find an interesting story to tell! Pin stories can be simply made in EO Browser, or combined with custom editing, i.e. combining several pin stories (locations), and can include premade visualizations from various collections, custom scripts, and other material. We especially encourage newbies and students to give it a try and submit their stories.

You can create your pin stories directly in EO Browser that features a Pin Story Builder tool. To get started, visit the EO Browser web page and watch the EO Browser webinar, which walks you through the pin basics and pin stories. Here’s also a detailed user guide for making pin stories!

Saint Louis, Senegal with surroundings. The pin story contains before and after images, each showing a couple in a different visualisation. You can see how the landscape has become greener over time, the agricultural land has increased and how the coastline is changing. The first three visualization pairs are comparing Landsat 4–5 TM images from 1986 and Sentinel-2 images from 2021. The last two pairs with Sentinel-1 are comparing images from 2015 and 2021. 🌐 EO Browser

You do not need an account to create a pin story. However, we recommend that you create an EO Browser account, which will allow you to save your pins and access all the features available in EO Browser. Simply click on the login button and proceed with a registration. If you would also like to include high-resolution commercial data in your pin story, you will need a Sentinel Hub account. Follow the instructions in our Pin Story guide that outlines the steps to register, get more data, create/export your pins, create a pin story and submit it.

Write a Story based on EO data

A special prize will be awarded to the best written story (e.g. paper, article, blog post) that makes use of EO data. If you are a journalist or not, if your story was published or not — submit it here.

Since 1993, Luanda has experienced significant urban expansion, as well as the expansion of agriculture in the region. The city has a semi-arid climate and uses water from the Cuanza River to irrigate agricultural fields. The time-lapses, combining 25 years of Landsat imagery, show these changes from 1993 to 2018. Join the contest and show us the changes you’ve discovered! Left: Green City script. Right: True color 🌐 EO Browser

How to Participate

To participate in the contest, you need to register by filling out the registration form. Completion of the form is mandatory for all who would like to submit their custom scripts or pin stories. You also need to register if you intend to write a story based on EO data and you would need access to commercial data collections for either your script, pin story or your written story. Read more about how to get started here.

The registration form will ask you to provide your email address, which is linked to your existing Sentinel Hub account. If you do not already have one, create a free 30-day trial account here. You will also need to create an account if you only want to create a pin story but also want to use high-resolution data collections. See our Pin Story guide for details.

To get access to Euro Data Cube tools and run the prepared Jupyter Notebook describing the steps to access all provided data, including basic processing examples, you will also need an EDC account. If you don’t have one yet, do create a free trial account here.

After you register, we will contact you by email with further information on how to proceed. We will also extend your trial account for the duration of the contest.

Make Your Impact Count

As an important part of the remote sensing community, Sentinel Hub is increasingly recognised as a collection of the right tools to make a difference. As a “placeholder” and starting point when you need satellite data for further analysis, it helps everyone on our planet better understand our beautiful home. Using satellite data helps us become more aware of our environment and the impact we have as individuals.

Join the contest and make your impact count!

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Sabina Dolenc
Sentinel Hub Blog

If you focus on the smallest details, you never get the big picture right. But sometimes exactly that makes everything simply beautiful. #EarthObservation