🌱 Today is World Soil Day 🌱, and this year’s theme, “Caring for Soils: Measure, Monitor, Manage”, couldn’t be more aligned with the exciting work we’re doing in the ScaleAgData Project!
In the Research and Innovation Lab of Soil Health, we tackle one of the EU Soil Strategy’s key objectives for 2030: improving soil health across Europe. Here’s how:
🛰️ 👨💻 Federated Learning for Soil Data:
Soil data is often sensitive, but sharing it is critical for building robust models. That’s where federated learning comes in! This privacy-preserving technology allows organizations to collaborate without sharing raw data. Together with ILVO (Instituut voor Landbouw, Visserij- en Voedingsonderzoek) (Flanders, Belgium) and Spectra Lab, AUTH (Greece), we’re building federated models using Sentinel-2 data to predict topsoil health indicators. Soon, we aim to add data from the recently launched Kuva Space Hyperfield-1 and EnMAP to strengthen our models further. 🌍🛰️
📍 🗺️ Local Insights with #UAV #Hyperspectral Sensing:
We’re flying VTT’s prototype hyperspectral camera using our UAVs over fields in #Flanders and Central Macedonia to generate ultra-localized maps. We aim to solve challenges like mapping soils in tree crops (vineyards and orchards), where vegetation complicates soil visibility for contemporary and future hyperspectral satellites. 🌳🌾
💡 Why is this innovative?
From federated learning to hyperspectral sensing, we’re developing data-driven, scalable solutions for soil monitoring. These technologies pave the way for better soil management decisions at both local and continental scales.
ℹ️ https://lnkd.in/eUND2X7z
What are you doing for #WorldSoilDay? 🌍 Share your thoughts below! 👇
#SoilHealth #Innovation #ScaleAgData #EarthObservation #Sustainability #EUSoilStrategy #WorldSoilDay #WorldSoilDay
Nikos Tsakiridis Nick Berkvens KOEN VAN ROSSUM Eleni Kalopesa Nuno Grosso