Super excited to share that our latest research on boosting
#CropClassification with
#SatelliteData is finally out in
#RemoteSensingOfEnvironment 🚀🌾
Look into our findings on improving accuracy in agricultural monitoring - you don't want to miss it if you're into
#Agriculture and
#RemoteSensing! ⏩
https://www.sciencedirect.com/science/article/pii/S0034425724001214Also, a huge shoutout to the incredible team behind this: Valentin Barriere, Martin Claverie, Guido Lemoine and Raphaël d'Andrimont; well done! 🙌
How diverse are the annotations in
#European #Crop #Datasets and how can we use that? (After months of
#Harmonisation of course 😉 )
Working with great people made this fantastic paper finally a thing and I could not be happier that our preprint is now published ➡
https://www.researchsquare.com/article/rs-3725140/latestGrab a mulled wine and enjoy this little Christmas treat/read 🤗 🎄
Towards Understanding the Impact of European Agriculture on Biodiversity with an Updated Hierarchical Crop and Agriculture Taxonomy (HCAT)
Modern agriculture plays a significant role in driving the decline of global biodiversity. The homogenization of landscapes, the reduction of natural habitats, and the intense use of pesticides are substantial factors for natural species populations to shrink or even disappear. However, despit...
The official #DataDescriptior for #EuroCrops is now ready for you all to enjoy in #Nature #ScientificData 🥳 Give it a read if you are into #Agiculture and #Crops in #Europe 🇪🇺🌾(And I know you are!🤓)
🏞️ https://www.nature.com/articles/s41597-023-02517-0
I am so happy we made this work, and a big #ThankYou to the most fantastic co-authors Tobias Schelte, Felix Schmitz and Marco Körner 🙌
EuroCrops: The Largest Harmonized Open Crop Dataset Across the European Union - Scientific Data
EuroCrops contains geo-referenced polygons of agricultural croplands from 16 countries of the European Union (EU) as well as information on the respective crop species grown there. These semantic annotations are derived from self-declarations by farmers receiving subsidies under the common agricultural policy (CAP) of the European Commission (EC). Over the last 1.5 years, the individual national crop datasets have been manually collected, the crop classes have been translated into the English language and transferred into the newly developed hierarchical crop and agriculture taxonomy (HCAT). EuroCrops is publicly available under continuous improvement through an active user community.
📢🇮🇹 Calling all #TimeSeries and #XAI experts! 🕰️🔍📈 Join us in Torino, Italy for #ECML #PKDD and #XAITS - a workshop on Explainable AI for Time Series data! 🌟🤖 Submit your paper on explainable and interpretable time series modelling before June 12th! Don't miss out on this exciting opportunity to showcase your research and connect with other XAI-TS enthusiasts (like me and @jakobs!) 🙌📝👩🔬🧑🔬👨🔬
⏩️ https://lamarr-institute.github.io/xai-ts-workshop/
From satellites to equations 🛰️🧮
I'm trading in my remote sensing hat for a mathlete jersey! Excited to stay at Imperial College London for the next year and see where this new adventure takes me.
#FromSpaceToEquations #PhDLife #ResearchExchange
