My work: #PHENOPLEXITY
= #nonlinearDynamics + #complexity + #ML
Analyses: plant #phenology & #biodiversity.
Data: #citizenscience, #remoteSensing, #sentinel2, #eddycovariance, #DataCubes, #TLS
Why choose between spatial detail and temporal fidelity in #EO data?
We developed a #ContextAware #multimodalAI framework that unifies satellite data ( #Sentinel1 & #Sentinel2) into a single, high-resolution view of land surface properties.
#AI4Science
Why choose between spatial detail and temporal fidelity in #EO data?
We developed a #ContextAware #multimodalAI framework that unifies satellite data ( #Sentinel1 & #Sentinel2) into a single, high-resolution view of land surface properties.
#AI4Science
#Phenology from ground observations would’t be possible @ large scale without enthusiastic #FloraIncognita users.
Thanks for organising @alettabonn.bsky.social + Team
#Phenology from ground observations would’t be possible @ large scale without enthusiastic #FloraIncognita users.
Thanks for organising @alettabonn.bsky.social + Team
lead by Umlauft @scadsai.bsky.social
w @chriswernerlab.bsky.social , Wirth @agwirthweigelt.bsky.social , Gerberding, Kattenborn
@ecosense-sfb-1537.bsky.social
#forestMonitoring #ML #timeSeries
#treeSway #spectralAnalysis
lead by Umlauft @scadsai.bsky.social
w @chriswernerlab.bsky.social , Wirth @agwirthweigelt.bsky.social , Gerberding, Kattenborn
@ecosense-sfb-1537.bsky.social
#forestMonitoring #ML #timeSeries
#treeSway #spectralAnalysis
& great collaborators
@agwirthweigelt.bsky.social A Weigelt, S Saxena & A Anwar.
Floral vs veg structure fingerprints from #TLS intensity
#JenaExperiment #Phenology #biodiversity
& great collaborators
@agwirthweigelt.bsky.social A Weigelt, S Saxena & A Anwar.
Floral vs veg structure fingerprints from #TLS intensity
#JenaExperiment #Phenology #biodiversity
Thanks for organising @idiv-research.bsky.social
Thanks for organising @idiv-research.bsky.social
With Julia Peters, @dmlmont.bsky.social @cmosig.bsky.social @gdkrmr.bsky.social Martin Reinhardt, Gunnar Brandt, Konstantin Ntokas, Teja Kattenborn, Daria Svidzinska, @miguelmahecha.bsky.social
With Julia Peters, @dmlmont.bsky.social @cmosig.bsky.social @gdkrmr.bsky.social Martin Reinhardt, Gunnar Brandt, Konstantin Ntokas, Teja Kattenborn, Daria Svidzinska, @miguelmahecha.bsky.social
Another magnificent train journey to #Vienna despite the summer heat. Excited to present our project #DeepFeatures to you.
Funded by #ESA #AI4Science
#LPS2025 #DeepLearning #ML #EO #multispectral #Sentinel2 #SpectralIndeces #DimensionReduction #Spatiotemporal #Phenology
Another magnificent train journey to #Vienna despite the summer heat. Excited to present our project #DeepFeatures to you.
Funded by #ESA #AI4Science
#LPS2025 #DeepLearning #ML #EO #multispectral #Sentinel2 #SpectralIndeces #DimensionReduction #Spatiotemporal #Phenology
#phenology #newPerspective
#phenology #newPerspective
We are excited that our PhD student Julia Peters presented first project results at the #ESA - #NASA International Workshop on #AI #FoundationModel for #EO.
We are excited that our PhD student Julia Peters presented first project results at the #ESA - #NASA International Workshop on #AI #FoundationModel for #EO.
Have a safe journey home!
With Jose Rodriguez Patricia Saco Michel Antonio Ferré Díaz
Have a safe journey home!
With Jose Rodriguez Patricia Saco Michel Antonio Ferré Díaz
For now I enjoy the quiet #train. A peaceful #rhythm for my many thoughts. Have not decided on my soundtrack yet.
🛤️
For now I enjoy the quiet #train. A peaceful #rhythm for my many thoughts. Have not decided on my soundtrack yet.
🛤️
Then don’t miss my talk on plant #macrophenology this Monday at 15:15, room 0.15!
I’ll be sharing insights from my latest paper & discussing what’s next. Come by if you're curious, or want to chat! ☕
Then don’t miss my talk on plant #macrophenology this Monday at 15:15, room 0.15!
I’ll be sharing insights from my latest paper & discussing what’s next. Come by if you're curious, or want to chat! ☕
#mathematicalModelling #drylandClimate #FairyCircles #phenology #badlands
meetingorganizer.copernicus.org/EGU25/sessio...
#mathematicalModelling #drylandClimate #FairyCircles #phenology #badlands
meetingorganizer.copernicus.org/EGU25/sessio...
#floraincognita
floraincognita.com
www.ufz.de/tagfalter-mo...
www.mitforschen.org
#floraincognita
floraincognita.com
www.ufz.de/tagfalter-mo...
www.mitforschen.org
Inter-annual #macrophenological gradients derived using a #synchronisation #timeseries approach from #citizenscience #Floraincognita.
With Rzanny, Wäldchen, Feilhauer, Kattenborn, @gdkrmr.bsky.social, Mäder, Svidzinska, Wolf, @miguelmahecha.bsky.social
#idiv, #Breathingnature
Inter-annual #macrophenological gradients derived using a #synchronisation #timeseries approach from #citizenscience #Floraincognita.
With Rzanny, Wäldchen, Feilhauer, Kattenborn, @gdkrmr.bsky.social, Mäder, Svidzinska, Wolf, @miguelmahecha.bsky.social
#idiv, #Breathingnature