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Kilian Vos Profile
Kilian Vos

@_kvos

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Remote Sensing, Machine Learning, Coastal, #opensource developer, #CoastSat, Coastal webGIS https://t.co/eGGJugJ2ia | alumni @UNSWWRL @EPFL_en

Sydney, New South Wales
Joined October 2018
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@_kvos
Kilian Vos
11 months
New #opensource toolbox to map water surface areas from #Landsat and #sentinel2 developed with Shirui Hao, available at It provides a very efficient raster-based process that can be deployed in @Google Earth Engine for monitoring large areas at low cost.
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@_kvos
Kilian Vos
8 months
🛰️Big update!🌊.New EO platform at with updated satellite-derived shoreline change time-series from 1984 to 2024 with #CoastSat and #Landsat for Australia, California, Mexico, Japan, NZ, Peru, Chile, US East Coast (Delaware to Texas). #EarthObservation
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@grok
Grok
5 days
Join millions who have switched to Grok.
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@_kvos
Kilian Vos
10 months
I'll be attending the Space Tech Expo Europe tomorrow in Bremen, if anyone is also planning to be there would be nice to catch up and discuss the latest in Earth Observation!. #SpaceTechExpo
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invt.io
Register for free
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@_kvos
Kilian Vos
11 months
#CoastSat 3.0 is now live! This release includes integration with the FES2022 global tide model ( developed by @CNES, which makes it now possible to apply a tidal correction and estimate beach slopes directly in CoastSat.
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@_kvos
Kilian Vos
11 months
RT @anardeeek: I am advertising a two-year postdoc related to remote sensing of chronic coastal floods. The position will be jointly at UNC….
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@_kvos
Kilian Vos
1 year
congrats @fme_muir ! great to see the #CoastSat workflow adapted to mapping vegetation lines.
@fme_muir
Freya Muir
1 year
🌍FIRST PAPER OUT🌍 Our open-source tool for mapping #coastalchange is now live! Using free #satelliteimagery and #AI, VedgeSat detects vegetation edges to assess coastal health & storm impact; great for global #climatechange risk management 🌊🌱🛰️ (1/5).
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@_kvos
Kilian Vos
1 year
nice story from USGS on our collaborative work on shoreline monitoring using publicly available satellite imagery.
@USGSCoastChange
USGS Coastal Change
1 year
In a significant first for satellite-derived #shorelinemonitoring, researchers including @USGS have created a benchmarking framework aimed at evaluating the accuracy of shoreline change observations derived from #satellite #remotesensing:
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@_kvos
Kilian Vos
2 years
Last call to register for the .UNESCO IGCP Project 725 Virtual workshop on "Mining the Historical Coastal Record". It is free and only takes 1 minute to register (. Full program below 👇 #freeworkshop #coastalchange
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@_kvos
Kilian Vos
2 years
📢New #CoastSat release (:.- create an animation with the mapped shorelines like below.- advanced time-series analysis including long-term trends.- option to adjust the s2cloudless probability threshold for better cloud masking.#coastal #Landsat #Sentinel2
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@_kvos
Kilian Vos
2 years
RT @timothydprice: 📢#PhD vacancy! @TjeerdBouma and me seek a candidate for a 4-year, fully-funded project:. Enhancing estuarine flood resil….
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@_kvos
Kilian Vos
2 years
RT @denicmarko: Backend developers after writing CSS for 20 minutes:
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@_kvos
Kilian Vos
2 years
I have uploaded on @EarthArXiv a preprint of the accepted version of our paper "Pacific shoreline erosion and accretion patterns controlled by El Niño/Southern Oscillation" published in Nature Geoscience. This is possible after the 6 months embargo period.
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nature.com
Nature Geoscience - The El Niño/Southern Oscillation drives coherent patterns of beach erosion and accretion around the Pacific Rim, according to analysis of satellite imagery covering over...
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@_kvos
Kilian Vos
2 years
RT @CommsEarth: A benchmarking study of five satellite-derived shoreline mapping algorithms at four sandy beaches demonstrates a horizontal….
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@_kvos
Kilian Vos
2 years
RT @calebrob6: 1/ 🎉 I'm really excited to announce the release of TorchGeo 0.5.0! This is a Python library for using PyTorch with geospatia….
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github.com
TorchGeo 0.5.0 Release Notes 0.5.0 encompasses over 8 months of hard work and new features contributed by 20 users from around the world. Below, we detail specific features worth highlighting. High...
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@_kvos
Kilian Vos
2 years
I would like to thank all my co-authors from the 5 different SDS teams who contributed greatly to this work and were super enthusiastic to share data and outputs throughtout the project.
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@_kvos
Kilian Vos
2 years
The repository can be used to transparently test new developments and future enhancements in satellite-dervied shoreline mapping. Join the 'SatelliteShorelines' organisation if you are interested in the topic!
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github.com
Home to open-source projects mapping coastal change from satellites - SatelliteShorelines
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@_kvos
Kilian Vos
2 years
Based on the analysis of the sources of error, the following areas of improvement are identified:.- implement automated co-registration to reduce georeferencing errors.- develop new shoreline proxies for macrotidal beaches that can be mapped automatically (like wet/dry line).
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@_kvos
Kilian Vos
2 years
We found that "no one algorithm is more accurate than all others in every situation". Overall, the horizontal accuracy is around 10 m at microtidal sites, but deteriorates as the tidal range increases to more than 20 m for a high-every macrotidal beach (Truc Vert, France).
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@_kvos
Kilian Vos
2 years
5 algorithms are used to map shorelines on #Landsat and #Sentinel-2 images and evaluated against standardised validation data at 4 long-term monitored coastal sites: Narrabeen (Australia), Duck (USA), Torrey Pines (USA) and Truc Vert (France). All data are available in the repo.
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