Our study was awarded the 2025 Outstanding Paper Award by the @bigearthdata1.bsky.social at @tandfresearch.bsky.social ! I am grateful for this recognition to the editorial board, reviewers and my co-athors! Read the full paper here: doi.org/10.1080/2096... @sciencecharles.bsky.social
Daniel Plauba
@palubad.bsky.social
Postdoctoral researcher in Earth Observation @ Charles University, Prague, Czechia | SAR | Time Series | 🌳🌲Forests | Machine Learning | 🎓 Capacity Building | 🚴🏼🏐
Introducing GEM-Forest, a 10m Global EMbedding-based #forest and tree crop map for 2020 that combines linear SVM and Google DeepMind's AEF satellite #embeddings. Read the preprint: doi.org/10.5194/egus... @valeriomarsocci.bsky.social @adamhastie.bsky.social #philab #GISChat #GeoSky #EOChat
📢Evaluation of ten #satellite-based and #reanalysis #precipitation datasets on a daily basis for #Czechia (2001–2021) by Daniel Paluba et al. @palubad.bsky.social 👉https://doi.org/10.1080/20964471.2025.2592444 💌 #ERA5 #timeseries #meteorology #remotesensing #earthobservation #GIS #opendata
Our new #OpenAccess paper in @bigearthdata1.bsky.social @tandfresearch.bsky.social on evaluation of 10 satellite-based and reanalysis #precipitation datasets on a daily basis for #Czechia doi.org/10.1080/20964471.2025.2592444 Most accurate: GSMaP & ERA5-Land Worst results: CHIRPS, GLDAS & PERSIANN
Now you can watch the recording of my presentation on estimating #NDVI, EVI, LAI and FAPAR using #SAR and ancillary data through #machinelearning approaches during the @pangeos-ca22136.bsky.social webinar, summarizing two studies: doi.org/10.14712/233... & doi.org/10.1080/2096... #geosky #GEE #EO
Can we estimate optical vegetation indices and biophysical parameters usingSentinel-1 SAR data?
YouTube video by PANGEOS_COST
youtu.be
‼️ Fully-funded #PhD #position on “Integration of Advanced Spectral and Thermal #RemoteSensing Methods and #ArtificialIntelligence for Assessing the State and Functioning of Ecosystems across Scales” at @sciencecharles.bsky.social 🇨🇿 🔗 Detailed info: shorturl.at/GKICI 🗓️ Deadline: December 15, 2025
Last Monday, during the @copernicusecmwf.bsky.social C3S User engagement workshop within the #CzechSpaceWeek, I got a chance to present our work on the evaluation of precipitation datasets in Czechia. The paper is currently under review, but the preprint is available here: doi.org/10.13140/RG....
🌳 Last week I participated at the Interdisciplinary Summer School on Forest Ecosystems in Oxford with 40+ participants from 25 countries. 5 intensive days with a field trip, lectures, hands-ons & even keynotes in pubs. Thanks @mokros.bsky.social and his team for the organization! #ConnectedByTrees
During the ESA #LPS2025 in Vienna last week, I had the chance to present our work on estimating time series of vegetation indices for Central European #forests using Sentinel-1 #SAR, ancillary data and #ML approaches. 🔗 More details in our paper published earlier this year: doi.org/10.1080/2096...
⏳ Reminder: The application deadline for the 14th #ESA Advanced Land #Training course with the focus on #agriculture has been extended to 1st July 2025! 🗓️ 29 Sept. - 3 Oct. 2025 📍 Thessaloniki, Greece 👇 Find out more directly on the course website: landtraining2025.esa.int #EOchat #GISchat
ESA Advanced Land Training Course 2025
The European Space Agency (ESA) is organising an Advanced Training Course on Land Remote Sensing with the focus on Agriculture in collaboration with the University of Thessaloniki. This course is dedi...
landtraining2025.esa.int
📢 Last 3 days to apply for #ESA 14th Advanced #Training Course on Land #RemoteSensing with a focus on #Agriculture! 📅 When: 29 September - 3 October 2025 📍 Where: Thessaloniki, Greece 👉 Deadline: 12 June 2025 🔗 More info and registration: landtraining2025.esa.int #GISchat #EOchat #geosky #eo
📢 Last 3 days to apply for #ESA 14th Advanced #Training Course on Land #RemoteSensing with a focus on #Agriculture! 📅 When: 29 September - 3 October 2025 📍 Where: Thessaloniki, Greece 👉 Deadline: 12 June 2025 🔗 More info and registration: landtraining2025.esa.int #GISchat #EOchat #geosky #eo
Last week, I participated the #CLMSGA2025 in Kraków, Poland, where I presented the MMTS-GEE tool to generate spatially and temporally aligned SAR, optical, topographic and meteo. data. I also showed two case studies using MMTS-GEE: 1️⃣ doi.org/10.14712/233... 2️⃣ doi.org/10.1080/2096... #GisChat #GeoSky
🌍 Join us for a presentation by Dr. Francesco Sarti from ESA/ESRIN on "Our planet from space: ESA’s satellite missions & education" 📅 Wednesday, 28 May 2025 14:00–15:30 📍 Kampus Hybernská, A.3 Velká zasedací místnost, Hybernská 998/4, Prague, Register: evening-closet-d98.notion.site/1ff8779ec7b7...
🌧️ Which #precipitation dataset is the most accurate on a daily basis in Central European conditions? We tried to answer this question evaluating 10 satellite-based and #reanalysis precipitation datasets on a daily basis for #Czechia (2001-2021). 🔗More in our #preprint: dx.doi.org/10.13140/RG....
#gischat #geosky @sciencecharles.bsky.social
Can we estimate optical vegetation indices and biohpysical parameters for forests using #Sentinel1 #SAR & ancillary data? We tried to answer this in our latest paper in @bigearthdata1.bsky.social With the help of #machinelearning we generated SAR-based NDVI, EVI, LAI & FAPAR doi.org/10.1080/2096...
Can we estimate optical vegetation indices and biohpysical parameters for forests using #Sentinel1 #SAR & ancillary data? We tried to answer this in our latest paper in @bigearthdata1.bsky.social With the help of #machinelearning we generated SAR-based NDVI, EVI, LAI & FAPAR doi.org/10.1080/2096...
🌍 I have created an interactive #GEE app to generate #Sentinel2 cloud-free mosaics for any country and timeframe, defined by the user. Generate your mosaics: danielp.users.earthengine.app/view/sentinel2-cloudfree-mosaic-generator GitHub: github.com/palubad/S2-Mosaic-Generator #gischat #dataviz
The March issue of the #CopernicusAcademy CZ #newsletter is here! It brings a plenty of #EarthObservation opportunities: online and face-to-face trainings, workshops and conferences. Read it here: shorturl.at/NTIUD While it is in Czech, most events are in English, so don’t miss out any! #gischat
🌍🛰️ Přihlašte se do našeho magisterského studijního programu #Geoinformatika, #kartografie a dálkový průzkum Země! ⏳ Máte posledních 10 dní - do 31. 3. 2025 - na podání přihlášky! Více o programu: natur.cuni.cz/uchazeci/stu... #RemoteSensing #EarthObservation #GIS #Cartography
AI to generate #podcast from research papers? I just tested Google's #NotebookLM tool by uploading our 2 research papers on #unsupervised #wildfire progression monitoring with #SAR data. It resulted in a surprisingly engaging podcast. Full podcast and papers attached in the comment 👇 #gischat
There's now so many awesome #geospatial people here it's hard to keep track! 🤩 Here's a thread of some of my favourite starter packs so far - let me know what I've missed! 🛰️ Earth Observation & remote sensing: go.bsky.app/4PMRhNL 🌏 GIS: go.bsky.app/TJ7qQF6 @milos-makes-maps.bsky.social (1/n)
📰 The February issue of the Copernicus Academy CZ newsletter is out! It’s packed with new EO training and webinar invitations, exciting ESA opportunities, upcoming conferences and more. Read it here: eo4landscape.natur.cuni.cz/wp-admin/adm...
Study at the Charles University in Prague, Czechia! 🇨🇿 Study programmes from bachelor's to doctoral programmes are available at studycharles.cz
Study at Charles University! | Study Charles UniversityStudy at Charles University! | Study Charles University
Máme pro vás nejširší nabídku oborů
studycharles.cz
🇨🇿 Study in one of the world’s safest countries! 📚 Thinking about studying abroad? The Czech Republic ranks 12th in the Global Peace Index 2025, making it one of the safest destinations for international students! 📌 Learn more at studycharles.cz
🇨🇿 Study in one of the world’s safest countries! 📚 Thinking about studying abroad? The Czech Republic ranks 12th in the Global Peace Index 2025, making it one of the safest destinations for international students! 📌 Learn more at studycharles.cz
🔥 This Wednesday, I reached a major milestone: I successfully completed my #PhD journey by defending my thesis ‘Advancing #Forest Monitoring using #Sentinel1 C-band #SAR Time Series and #MachineLearning Approaches' at the @sciencecharles.bsky.social @charlesuni.cuni.cz Details on my thesis 👇
🌍 🛰️ Are you in Prague on 13th of February? Join our seminar at @sciencecharles.bsky.social on 'Synthetic aperture radar (SAR) from basics to applications in Earth Observation' with our special guest Prof. Fabio Del Frate from the University of Rome "Tor Vergata".
Using your bikes🚴🏼 have a high financial benefit as well!
💸 Does cycling boost your (bank) balance? With petrol over £75 a tank and car servicing at £151, driving costs add up fast. Meanwhile, cycling—no fuel, no pricey repairs, just savings. Swap short car trips for cycling and ease the squeeze on your wallet. 🔗 cyclinguk.org/financial-benefits-cycling
💸 Does cycling boost your (bank) balance? With petrol over £75 a tank and car servicing at £151, driving costs add up fast. Meanwhile, cycling—no fuel, no pricey repairs, just savings. Swap short car trips for cycling and ease the squeeze on your wallet. 🔗 cyclinguk.org/financial-benefits-cycling
The financial benefits of cycling: How pedalling more can save you money
Learn more about the money saving benefits of embracing cycling
cyclinguk.org
🌍🛰️ Calling for EO researchers and professionals (especially) from the Baltics - Latvia, Lithuania & Estonia! 🎓 Your response is needed to help us identify your needs for the upcoming ESA course "Big Data Foundations for EO" in Riga Latvia, 22–26 Sep 2025. 🔗 Take the survey here: lnkd.in/gkzT8gGu
Microsoft Forms
forms.office.com
🔥 The newest issue of the Copernicus Academy CZ Newsletter (in Czech 🇨🇿) is out! Read it here: eo4landscape.natur.cuni.cz/wp-admin/adm... Find invitations to some upcoming conferences, webinars, online tranings, workshops and courses. Subscribe here: eo4landscape.natur.cuni.cz/newsletter-2/