David Frantz
Assistant Professor for Geoinformatics - Spatial Data Science at Trier University, Germany. Earth Observation. Remote Sensing. Geoinformatics. Data Science. Open Science.
- Reposted by David Frantz[Not loaded yet]
- Sascha Willmes from @unitrier.bsky.social just presented his work on sea ice lead detection using #sentinel3 SLSTR at #LPS25
- Come see me at poster O43 to chat about out approach of developing a space-borne weighing machine to measure human-made materials. #LPS
- #FORCE_EO meets #LPS. Join us this afternoon for a gathering of developers, contributors and users. 17:45 - 19:00, 1st Floor, Foyer L3, Area 2. More info here: github.com/davidfrantz/...
- On my way to #LPS25 and looking forward to one week of condensed #earthobservation! Our team will present a broad portfolio of tree species unmixing, sea ice, land surface phenology, and human-made material mapping. Also come and chat with me during the open science in the making session - #FORCE_EO
- The application window for our English-taught MSc in Geoinformatics is now open! Join us in Trier to become an expert in 🌞 #remotesensing, 🛰️ #earthobservation and 🗺️ #GIS! www.uni-trier.de/en/studium/s...
- Reposted by David Frantz[Not loaded yet]
- 🚨 Fresh off the press in #RSE: D. Klehr's first #PhD chapter 🎉 presents a new approach to surpass classification of tree species for large areas 🛰️🌳🌲. We pair #Sentinel2 #EarthObservation with #ANN #AI models to predict sub-pixel tree species! #OpenAccess: www.sciencedirect.com/science/arti...
- Reposted by David Frantz[Not loaded yet]
- Reposted by David Frantz[Not loaded yet]
- Reposted by David Frantz[Not loaded yet]
- Excellent to have you here! I joined 2mo ago, and so far it has been great :)
- One week left to apply!
- 💼Job Alert: I am hiring a PostDoc/PhD (100%, 3yrs) to develop and orchestrate cloud-based workflows within a project that will create a forest information system 🌳 for Germany based on #sentinel2 🛰️ and #als ✈️. tinyurl.com/4hw426vw #RemoteSensing #EarthObservation @unitrier.bsky.social @thuenen.de
- Reposted by David Frantz[Not loaded yet]
- 💼Job Alert: I am hiring a PostDoc/PhD (100%, 3yrs) to develop and orchestrate cloud-based workflows within a project that will create a forest information system 🌳 for Germany based on #sentinel2 🛰️ and #als ✈️. tinyurl.com/4hw426vw #RemoteSensing #EarthObservation @unitrier.bsky.social @thuenen.de
- Reposted by David Frantz[Not loaded yet]
- Reposted by David Frantz🎥 How do we study forests using satellite and laser data? Here's a overview by our Prof. Cornelius Senf (@corneliussenf.bsky.social) in a short video produced by @daadworldwide.bsky.social (with English subs): www.youtube.com/watch?si=KPm...
- Just uploaded the #FORCE_EO v. 2.0 User Guide to @ResearchGate #GeoXfunded: https://bit.ly/2OxjtcT
- #LPS19 🚀 we're coming! I will give a talk about #Landsat #Sentinel2 #FORCE_EO + poster about #Sentinel2 cloud detection in @GeoscienceAus #ARD session! Plus a talk about #landuse 2.0 for #rangeland monitoring on #Crete in @janverbesselt & @HumboldtRemSens #phenology session
- Congratulations Dr. @philrufin 🥳 excellent PhD @HumboldtRemSens on the link between agricultural change and dams!!!! #modis #landsat #landuse 🍻
- One year after publishing 🥳, our parallax-based #Fmask #Sentinel2 cloud detection seems to be quite a success! Read the #openaccess paper here:
- Ciao Milano #LPS19
- You have probably seen this slide at #LPS19. #Landsat / #Sentinel2 #ARD and Beyond! Here is the #opensource dowloadlink for #FORCE_EO: http://force.feut.de
- Just finished a very constructive workshop @EODC_GmbH @geodepartment talking about #Sentinel data cubes ...and visiting the supercomputer VSC-3 that is producing my #FORCE_EO #ARD data 🥳
- Delightful to learn more about @PaoloDiTommaso 's take on enabling reproducible but highly scalable research. Although developed for bioinformatics, we are currently looking into @nextflowio for scaling #remotesensing #Landsat #Sentinel2 #datascience workflows!
- Do not miss Andreas Rabe's talk on #FORCE_EO-4-#QGIS next week at @FOSSGIS_Konf #FOSSGIS2021. #UI/#GIS-based compositing of #Landsat and #Sentinel2 #ARD! June 9 11:00 CET. https://fossgis-konferenz.de/2021/sessions/XZBWDL.php
- Just settling in at @TrierUni in my new position as Assistant Professor for Geoinformatics - Spatial Data Science 🛰️
- #FORCE_EO users beware (and please RT): ESA will launch the new #Sentinel2 baseline 04.00 on October 26 2021, which will break FORCE Level 2 Processing. Please upgrade to v. 3.7.2 asap to continue processing after this date!
- #FORCE_EO v3.7.6 was just released. Most prominent feature: #Landsat9 support! 🚀🌎🌍🌏➡️🗺️ Thanks to @USGSLandsat @NASA_Landsat for this brilliant data quality!
- We have completed the first large-scale cloud masking intercomparison eXercise for #Landsat and #Sentinel2! CMIX! A subjective IMHO-style thread ⬇️ https://www.sciencedirect.com/science/article/pii/S0034425722001043?via%3Dihub
- International application for our #geoinformatics program is still possible until end of May. Study with us at @TrierUni ( and learn about #earthobservation #remotesensing #gis #dataviz #spatial #datascience #maps! More info at https://storymaps.arcgis.com/stories/3f6e9e736fde4ee29c2e6462e8477f26...
- The #FORCE_EO is strong with Hungary! Nice talk by @azlinszky about fuzzy crop monitoring
- Nice overview of the CMIX paper by Sergii Slaking at #LPS22 on cloud detection comparisons. Read the full paper here https://doi.org/10.1016/j.rse.2022.112990
- #LPS22 is nearly over - if you are still here and interested in building height retrieval from #Sentinel2 #Sentinel1 data, come and have a chat at poster board 230 during lunch. For all, who could not attend: https://www.researchgate.net/publication/360642100_National-scale_mapping_of_building_he...
- Interested in #fire #dynamics obtained from #remotesensing #MODIS? Six years after publishing a paper about obtaining fire spread information, we have eventually managed to release the Code! (better late than never, I reckon) https://github.com/davidfrantz/fire-spread @maerieninberlin
- Interested in Arctic ice formation? New paper published with my colleague Sascha Willmes in @NatureComms that reports on the annual cycle of ice nucleating particles in the Arctic🚢🔍 #openaccess
- #FORCE_EO v.3.7.8 was just released. FORCE is an all-in-one solution to enable large-scale EO applications using #Landsat and #Sentinel2. Preprocessing, ARD, temporal aggregation, machine learning, ........ best use with docker davidfrantz/force
- 🌊🧊🛰️Are you excited about sea ice dynamics with remote sensing and machine learning? Work with us in the Earth Observation and Climate Processes dept @TrierUni https://www.uni-trier.de/fileadmin/organisation/ABT3/Stellen_WissMitarbeiter/a62_22_WissMA_FB_VI_Umweltmeterologie_englisch.pdf #phdpos...
- German #EO users: DYK that we have a harmonized #FORCE_EO #Landsat #Sentinel2 analysis-ready datacube on CODE-DE/EOLab covering the whole of Germany from 1984 to today? Updated nightly. Free data. More information: https://github.com/CODE-DE-EO-Lab/community_FORCE
- just released a minor #FORCE_EO update: https://force-eo.readthedocs.io/en/latest/history/v3/v3710.html
- 📢Paper alert! How heavy is the USA 🇺🇸🏋️? In a nutshell: the mass of all US buildings, roads/rails, and parking spaces is ca. 130 Gt - or ~400 tonnes per person! Built structures 🏘️are 2.6 times heavier than all plant biomass 🌳! https://www.nature.com/articles/s41467-023-43755-5 @NatureComms #ope...
- can anyone recommend open educational books in the field of geoinformatics / geospatial / GIS?
- We compiled a huge, multi-faceted, high-resolution, #OpenAccess dataset across the whole CONUS, incl. building area, height, volume, type, mass. Plus infrastructure area and mass (roads, parking, and many other). Download: Paper: https://www.nature.com/articles/s41467-023-43755-5
- 📢 New paper: We mapped the whole "technomass" in the UK 🇬🇧 & Ireland 🇮🇪 at fine spatial (10m) and detailed thematic resolution based on #sentinel2 #sentinel1🛰️ + other GIS data --> 🇮🇪 has much more roads per����🤝🧑than 🇬🇧. #openaccess: https://www.sciencedirect.com/science/article/pii/S09213...
- Interested in high thematic/spatial resolution, US-wide, and #OpenAccess data on building+roads in terms of area, height, volume, type, and mass? Check out our new demo video https://youtu.be/9CgVqCweuss?feature=shared via @YouTube @NatureComms @Axelsson_Ch
- 📢New paper: temporally transferring crop type 🌽 maps based on #Sentinel2 & #Landsat🛰️using new data augmentation methods and CNNs. Also, Dong Pham's 1st #phd chapter 🥳: https://www.sciencedirect.com/science/article/pii/S1569843224002218?via%3Dihub
