Tim Gattinger @GattingerTim
Interests in AI with focus on remote sensing. Works as engineer in a project monitoring forests with remote sensing and AI In Schleswig-Holstein (Germany). medium.com/@tim.gattinger1 Kiel, Deutschland Joined September 2020-
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Call for Mappers: We urgently need your assistance to map the recent floods in the DRC tasks.hotosm.org/projects/16048 tasks.hotosm.org/projects/16054 tasks.hotosm.org/projects/16055 tasks.hotosm.org/projects/16056 tasks.hotosm.org/projects/16057 #DisasterResponse #ESADisasterResponse #DRCFloods #DRCFloodResponse
Fighting #deepfakes, shallowfakes and media manipulation buff.ly/48Zhsw2 via @TechXplore_com @UofMaryland #CyberSecurity #AI #AIEthics Cc @HaroldSinnott @dinisguarda @Fisher85M @MarshaCollier @kalydeoo @Nicochan33
West Coast of Schleswig-Holstein at 5.5.2022. Satellite data from Sentinel-2 (Copernicus). True color and Infrared visualisation. #SchleswigHolstein #remotesensing #GIS #copernicusmarine #Earth #Science
Pandas is a powerful data analysis and manipulation library for Python! NVIDIA just made Pandas 150x faster with zero code changes🔥 All you have to add is just a couple of lines of code: %load_ext cudf.pandas import pandas as pd Thread🧵👇
I published a app a year ago with Streamlit, Python over GitHub and Heroku. It shows river flood levels in Schleswig-Holstein. It shows the flooding in Baltic Sea 2023 was a one in hundred year event.. streamlitlevesh.herokuapp.com #GIS #SchleswigHolstein #Python #GitHub
Chart shows life expectancy and health expenditure across different nations. Took me a while to find the US to be honest... Source: buff.ly/3QjFCdu
Sentinel-1 SAR image of the Kakhovka dam collapse. The multi-temporal display shows the flooded areas in yellow. Made in 15 seconds with SAR-Watcher app: juandb.users.earthengine.app/view/sar-watch…;
🌳✨Prepare to be amazed! Now, we can accurately map tree heights at a sub-meter scale for entire countries using aerial images and AI 🤖. Take a look at our tree height map of California, home to the tallest and largest tree species on our planet ✈️🌲🌎 doi.org/10.48550/arXiv…
A collection of solara web apps for #geospatial applications 👇 GitHub: github.com/opengeos/solar… App: giswqs-solara-geospatial.hf.space Solara is a game-changer for developing interactive apps with pure Python 🚀. @solara_dev @maartenbreddels #dataviz
Tree extraction from satellite imagery using segment-geospatial v0.5 and the Segment Anything Model (SAM) - by Lucas Prado Osco LinkedIn post: linkedin.com/posts/lucas-os… Notebook: github.com/LucasOsco/Remo… #geospatial #segmentanything
Remote sensing specific summary of paper "Segment Anything Is Not Always Perfect: An Investigation of SAM on Different Real-world Applications" 🧵👇
I am so looking forward to this book! routledge.com/The-Routledge-… The Routledge Handbook of Geospatial Technologies and Society Thanks @DougSpecht #gis
#Leafmap new feature: creating timelapse animations from satellite images with only one line of code. It supports both locally stored raster datasets and Cloud Optimized GeoTIFFs (#COG) on the web. Notebook: leafmap.org/notebooks/72_t… #geospatial #dataviz
KI4Forst 2022 data is now online! It contains 1. DL forest detection 2. DL coniferous and deciduous detection 3. Change Detection 4. time series analysis BFAST 5. drought monitor UFZ #SchleswigHolstein #remotesensing #DeepLearning danord.gdi-sh.de/viewer/resourc…
Waldzustand in Deutschland 2022: Die besten Grafiken gibt es hier: blumwald.thuenen.de/wze/aktuelle-e…
Wow – what a powerful visual. Combining the warming stripes with "generational icons" really brings this #ClimateChange data to life and tells a compelling story. #IPCC #AR6
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546 Followers 447 Following Australian a long way from home • Geospatial Analyst and Map Maker 🇺🇳 Strong advocator for the environment, DRR, humanitarian response and #SpaceforSDGs 🛰
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533 Followers 359 Following Constantly lost in the GIS jungle. Trying to find myself at @MapTiler. #dataviz #cartography #maps
Sandon @XenonGT
367 Followers 345 Following Making maps, driving cars, and playing video games. Nothing too crazy.
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@tdietterich I agree that "human-level intelligence" is a fuzzy concept, and that AGI is a horrible name for it. But I think the functionalities that are required for AI assistants to be useful are the same as the ones that are required for human-level AI: understanding the physical world,…
The day Leonardo DiCaprio responds to this photo is the day I will stop posting it.
nspired by Werner Herzog's and Clive Oppenheimer's excellent 2016 documentary Into The Inferno, I created these 3D diorama maps in ArcGIS Pro using techniques I learned from the @John_M_Nelson great tutorials on YouTube.
Can we reduce high-dimensional weather and forest structure to a few explainable inputs to predict forest loss? What does entropy have to do with this? See me on Wednesday to know all about it. 17:00 to 17:10 am at 3006 - West (Level 3, West, MC) #AGU23 #eXplainableAI
Interested in ML with satellite data? In our new paper, we outline ways in which satellite data is different from other (image) modalities in ML & how this changes the game for “SatML” research and can enrich many other areas of ML! arxiv.org/abs/2402.01444
@mdancho84 I have implemented SARIMA model for forecasting Foreign Tourist arrival in India, have a look- kaggle.com/code/parth7014…
Forecasting time series is what made me stand out as a data scientist. But it took me 1 year to master ARIMA. In 1 minute, I'll teach you what took me 1 year. Let's go. 1. ARIMA and SARIMA are both statistical models used for forecasting time series data, where the goal is to…
A land survey involves locating and measuring both man-made and natural features using the principles of mathematics, geometry, and other sciences. By using various tools, a land surveyor can measure things such as elevation, angles, and boundaries on a property.
Fighting #deepfakes, shallowfakes and media manipulation buff.ly/48Zhsw2 via @TechXplore_com @UofMaryland #CyberSecurity #AI #AIEthics Cc @HaroldSinnott @dinisguarda @Fisher85M @MarshaCollier @kalydeoo @Nicochan33
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Remote sensing specific summary of paper "Segment Anything Is Not Always Perfect: An Investigation of SAM on Different Real-world Applications" 🧵👇
A collection of solara web apps for #geospatial applications 👇 GitHub: github.com/opengeos/solar… App: giswqs-solara-geospatial.hf.space Solara is a game-changer for developing interactive apps with pure Python 🚀. @solara_dev @maartenbreddels #dataviz
Wanna learn how to build real-time dashboards with Streamlit? ⚡️ Here is an example with full source code ↓
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