Use Case

The Deep4Sat43 Project - Monitoring Unhealthy Trees from Space


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Teamwork makes the dream work, a statement personified by the Deep4Sat43 project, a collaborative project which is proudly funded by Eureka Network

The initiative is led by Spectro-AG and Ellipsis Drive along with several other key strategic partners (AgroInsider, BTech Analytics Technology, Cellari, Bewell Teknoloji Sanayi Ticaret A.S., Sarıçiçek Tarım Ürünleri San. ve Tic. A.Ş). Being an international and multi-organizational venture, the project involves a lot of moving parts and was in the making for over a year. It is safe to say that it will be worth the wait.

The primary goal of the project is to monitor unhealthy fruit and forest trees from space and use this information to nip the affected vegetation in the bud. With pressure increasing on the agriculture industry to feed the growing population, the project continues to grow in relevance and importance with each passing day.

Current Scenario

The saying ‘one dirty fish ruins the whole pond’ holds just as much truth for trees in an orchard. Early identification of contaminated crops is vital in preventing catastrophic damage.

Manual checks by ground personnel is no longer a viable solution. A manual check is devoid of consistency and is not a scalable solution. A smarter and futuristic approach is needed.

Precision Agriculture and Forestry is the need of the hour. This innovative approach provides accurate and timely assessment of the ground situation whilst being a big help in reducing the unavoidable overheads (financial and environmental).

The approach is also in line with the European objectives and targets of the Farm to Fork Strategy and The European Green Deal.

Spectro AG and the Deep4Sat technology

The centrepiece of the project is the Deep4Sat technology, an AI-driven deep learning algorithm that is ideated and designed by Spectro-AG. The technology has been fed with a database full of trees and the characteristics associated with it (size, soil type etc.). The algorithm also takes into consideration the legal requirements of the countries (Netherlands, Portugal, Turkey, and Denmark) where it is being deployed. 

Using all of the above inputs, Deep4Sat will act as a backbone for a SaaS platform that will instantaneously convert satellite imagery into vector maps of unhealthy vegetation to raise an early warning for plant disease transmission and any other anomalies. 

The UI/UX friendly platform would be accessible via API calls for B2C consumption (farmers/land operators) as well as B2B integration (technology companies). Spectro AG foresees the platform becoming a marketplace for organizations offering various AI powered analytical solutions on satellite imagery. 

Ellipsis Drive’s Role

Being great advocates of the power of collaboration, Ellipsis Drive was extremely keen in being a part of this project. For creating an AI powered SaaS platform with quick and easy data exchange, Spectro-AG relies on Ellipsis Drive’s first-of-its-kind spatial data drive solution

Our drive is designed for situations where proper exchange and collaboration on geospatial data is key. Easy data management and simultaneous access via all popular end points ensures that nothing gets in the way of fast results and seamless project management, as well as top notch data delivery and integration for users of Deep4Sat!

'Providing actionable geo-information about tree health that creates value for farmers and foresters is our core focus. It's great to work with Ellipsis Drive as a platform for data management, collaboration and integration to stay true to that focus while also providing end-to-end solutions for users and partners'

(Hamed Mehdipoor, Co-founder & Director, Spectro-AG)


Preventing a catastrophe is so much easier (and cheaper) than dealing with one. A proactive and modern approach is all it takes. The hardest part is the start, and with that out of the way, we see a green and clean future for the Deep4Sat43 project in 2022!

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