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Konstantin Müller

@caipide.bsky.social
301 followers 50 following 9 posts

Spatial Data Science 🧭 Deep Learning ⌨️ Doctoral Researcher at EORC 🛰️ konstide.github.io

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Konstantin Müller @caipide.bsky.social · 28/08/2026
Mining can be one of the main drivers of settlement growth in the Global South. This is what we show in our research paper, where we analyzed the increase in buildings and built-up area in correlation to mining activities in the Democratic Republic of the Congo: ieeexplore.ieee.org/document/116...
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EORC - Earth Observation Research Cluster @earth-observation.org · 27/12/2025
Can animal paths be automatically mapped using drones? Read about our new paper together with SANparks on animal path detection using UAVs and Deep Learning in Kruger National Park. @caipide.bsky.social @bevanda.bsky.social @schwalb-willmann.de
remote-sensing.org
New publication: Mapping animal paths using drones and deep learning
We’re pleased to share our latest open-access research on automatically detecting animal paths in Africa’s Kruger National Park using drone imagery and deep learning. Published in Ecological Informatics, our study demonstrates how deep learning can be employed to identify the network of trails created by animals as they move across the landscape. Using a UNet […]
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Mirjana Bevanda @bevanda.bsky.social · 09/08/2025
Burning down the savanna!Currently in the field with Luisa Pflumm, @antoniocastaneda.bsky.social & @annabischof.bsky.social for some first #UAS fire trials before we burn our plots next week. Thanks to the fire team for letting us join! #earthobs #fire #tree @uni-wuerzburg.de @earth-observation.org
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EORC - Earth Observation Research Cluster @earth-observation.org · 10/08/2025
Some of our researchers are currently conducting field work in Africa on #fire and #drought impact on #savanna #trees - more details soon on www.earth-observation.org
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Konstantin Müller @caipide.bsky.social · 21/07/2025
I am proud to announce an ice-breaker conference proceeding about fast-pace settlement development within the South of the Democratic Republic of the Congo 🌍 It marks a starting point of my PHD journey 🎓 Check it out here: ieeexplore.ieee.org/document/110...
ieeexplore.ieee.org
Mining-Driven Settlement Dynamics: Evidence from the Cobalt Belt in the Democratic Republic of Congo
The Democratic Republic of the Congo is one of the poorest countries in the world despite its wealth of natural resources. Mining, whether formal or informal, is the country’s most important economic ...
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EORC - Earth Observation Research Cluster @earth-observation.org · 26/06/2025
great group picture of our EORC staff and EAGLEs at ESA #LPS25 - a fantastic week with plenty of interesting discussions, talks and posters! #earthobs #eochat #remotesensing
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Jakob Schwalb-Willmann @schwalb-willmann.de · 25/06/2025
RStoolbox, an R package for remote sensing data analysis, is being presented at ESA #LPS25 today by @caipide.bsky.social and myself. Come to poster P32 to chat about spatial predictive modelling, spectral unmixing, change vector analysis, radiometric correction, cloud masking etc. using R! #rstats
The RStoolbox poster at the ESA LPS25.
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Konstantin Müller @caipide.bsky.social · 24/06/2025
Having a blast at ESA's #LPS25 with @schwalb-willmann.de and a nice poster about animal paths 🐘 Swing by!
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Methods in Ecology and Evolution @methodsinecoevol.bsky.social · 09/02/2025
📖Published📖 Müller et al. present RStoolbox, an R package for remote sensing data analysis🌎 🧪 Read more here 👇
buff.ly
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Konstantin Müller @caipide.bsky.social · 01/02/2025
Dear all! As RStoolbox was finally published in "Methods in Ecology and Evolution 🌍" (doi.org/10.1111/2041...), the new version 1.0.1 with updates for a fully customizable index database running on C++ is now available on CRAN! cran.r-project.org/web/packages...
cran.r-project.org
RStoolbox: Remote Sensing Data Analysis
Toolbox for remote sensing image processing and analysis such as calculating spectral indexes, principal component transformation, unsupervised and supervised classification or fractional cover analys...
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EORC - Earth Observation Research Cluster @earth-observation.org · 31/01/2025
Are you already using #tstoolbox or never heard of it before? Check it out and run your #remotesensing data analysis in #rstats -- let us know if something is missing- dev. by @caipide.bsky.social @schwalb-willmann.de and B Leutner #earthobs #rspatial #gischat remote-sensing.org/exploring-th...
remote-sensing.org
Exploring the Power of Satellite Remote Sensing with the RStoolbox R Package
Satellite remote sensing has become an indispensable tool for monitoring the Earth's surface, offering a unique perspective on environmental changes across spac
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EORC - Earth Observation Research Cluster @earth-observation.org · 22/01/2025
remote-sensing.org
EAGLE internship with Nature Seychelles
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Konstantin Müller @caipide.bsky.social · 14/01/2025
For completeness: Today,I finished my thesis work with a final presentation! Thanks to @schwalb-willmann.de and @bevanda.bsky.social for their time and effort for supervising this topic of animal path segmentation 🐘! This was only the can-opener... 🥫
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EORC - Earth Observation Research Cluster @earth-observation.org · 14/01/2025
Today at 12 you can join the msc defense by @caipide.bsky.social on path mapping using uas data supervised by @schwalb-willmann.de and @bevanda.bsky.social #earthobservation #remotesensing #ecology remote-sensing.org/master-thesi...
remote-sensing.org
Master Thesis Defense “Animal Path Segmentation and Analysis via Deep Neural Network Regression”
On January 14, 2025, Konstantin Müller will defend his master thesis " Animal Path Segmentation and Analysis via Deep Neural Network Regression " at 12:00 in
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EORC - Earth Observation Research Cluster @earth-observation.org · 09/01/2025
remote-sensing.org
New PhD student konstantin Mueller
We welcome a new PhD student, Konstantin Müller, one of our former EAGLE students.  Konstantin Müller studied Computer Science at the JMU Würzburg befo
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Julius-Maximilians-Universität Würzburg @uni-wuerzburg.de · 10/01/2025
Sometimes the grass is indeed greener – and the sky is blue! We are ending activities on X and joining bluesky. ➡️https://go.uniwue.de/exit ➡️https://idw-online.de/de/news845520
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EORC - Earth Observation Research Cluster @earth-observation.org · 17/12/2024
remote-sensing.org
Master Thesis Defense “Animal Path Segmentation and Analysis via Deep Neural Network Regression”
On January 14, 2025, Konstantin Müller will defend his master thesis " Animal Path Segmentation and Analysis via Deep Neural Network Regression " at 12:00 in
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EORC - Earth Observation Research Cluster @earth-observation.org · 16/12/2024
remote-sensing.org
Meeting of Georisks and Civil Security (GZS) and Earth Observation Research Cluster (EORC)
On December 13, 2024, researchers from the "Georisks and Civil Security (GZS)" department of the German Remote Sensing Data Center (DFD) at the German Aerospace
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