52°North · @52North
18 followers · 47 posts · Server fosstodon.org
data.europa academy hosts an online Webinar on GeoAI – Geospatial Artifical Intelligence this Friday (August 8) @ 10:00 am. Join us to discuss the relevance of #GeoAI for data.europa.eu. Register now! https://52north.org/news/trends-in-geospatial-data/
#geospatial #opendata
Anita Graser 🇪🇺🇺🇦 · @underdarkGIS
2601 followers · 2067 posts · Server fosstodon.org
There's still time to register for the Fourth Spatial Data Science Symposium
📆 Sept 5-6, 2023
🌐 Distributed & online & free
http://sdss2023.spatial-data-science.net
Join us for great talks and discussions
#GISChat #GIScience #SpatialDataScience #GeoAI #GIS #Geospatial
#gischat #giscience #SpatialDataScience #GeoAI #gis #geospatial
Anita Graser 🇪🇺🇺🇦 · @underdarkGIS
2437 followers · 1849 posts · Server fosstodon.orgNew read 📝: Thinking #Geographically about #AI #Sustainability
"We propose a framework to evaluate
models from several sustainability-related angles, including #energyefficiency, carbon intensity, #transparency, and social implications. We encourage future AI / #GeoAI work
to acknowledge its #environmental impact as a step towards a more resource-conscious society.
https://agile-giss.copernicus.org/articles/4/42/2023/agile-giss-4-42-2023.pdf
#geographically #ai #sustainability #energyefficiency #transparency #GeoAI #environmental #agile2023 #gischat #ethics #SpatialDataScience #geography
Anita Graser 🇪🇺🇺🇦 · @underdarkGIS
2229 followers · 1472 posts · Server fosstodon.org
#Caturday is great but here are some more tags to follow to not miss any #geospatial happenings:
#qgis #switch2qgis #gischat #fossgis #foss4g #OSGeo #spatial #gis #maps #GeoAI #geopandas #postgis
#caturday #geospatial #qgis #switch2qgis #gischat #fossgis #foss4g #osgeo #spatial #gis #maps #GeoAI #Geopandas #postgis
Anita Graser 🇪🇺🇺🇦 · @underdarkGIS
2212 followers · 1456 posts · Server fosstodon.orgFollowing up on #GeoTorchAI :
With a few minor changes, I managed to run the #bicycle flow prediction example of @geotorchai using #STResNet 🥳
The OD matrix size is rather modest (covering a grid with 21x12 cells), but hey, it's a start
#geotorchai #bicycle #stresnet #GeoAI #resnet #torch #gischat #SpatialDataScience
Anita Graser 🇪🇺🇺🇦 · @underdarkGIS
2203 followers · 1413 posts · Server fosstodon.org
What got me particularly excited about @geotorchai is the mention of applications of #DeepLearning on #spatiotemporal non-imagery datasets, including #MobilityDataScience prediction tasks such as: #TrafficVolume and #TrafficFlow prediction
#deeplearning #spatiotemporal #mobilitydatascience #trafficvolume #trafficflow #geotorchai #GeoAI
Anita Graser 🇪🇺🇺🇦 · @underdarkGIS
2203 followers · 1411 posts · Server fosstodon.org#GeoAI library ecosystem for #EO is 🔥
Two important contributions (with unfortunately similar names) to look out for:
1️⃣ #TorchGeo #DeepLearning with #RemoteSensing data
https://github.com/microsoft/torchgeo
2️⃣ @geotorchai (formerly #GeoTorch) #spatiotemporal deep learning framework on top of #PyTorch and @apachesedona for #imagery and non-imagery data
https://github.com/DataSystemsLab/GeoTorchAI
#SpatialDataScience #geospatial #GIScience #EarthObservation #ML #MachineLearning #DataEngineering #GISChat #Sedona #GeoTorchAI
#GeoAI #eo #torchgeo #deeplearning #remotesensing #geotorch #spatiotemporal #pytorch #imagery #SpatialDataScience #geospatial #giscience #earthobservation #ml #machinelearning #dataengineering #gischat #sedona #geotorchai
Anita Graser 🇪🇺🇺🇦 · @underdarkGIS
2186 followers · 1276 posts · Server fosstodon.org6 days left to submit your short or vision papers to the Fourth Spatial Data Science Symposium. #sdss2023 #giscience #datascience #spatial #geospatial #geoai #gischat
#sdss2023 #giscience #datascience #spatial #geospatial #GeoAI #gischat
Anita Graser 🇪🇺🇺🇦 · @underdarkGIS
2149 followers · 1079 posts · Server fosstodon.orgTIL The @EU_Commission@social.network.europa through the #JRC Joint Research Center, the EU #Satellite Center and the #ESA European Space Agency organize the Big Data from Space 2023 #BiDS2023 between 6-9 November, in #Vienna, #Austria
https://www.bigdatafromspace2023.org
#GIScience #GISChat #RemoteSensing #SpatialDataScience #GeoAI
#jrc #satellite #esa #bids2023 #vienna #austria #giscience #gischat #remotesensing #SpatialDataScience #GeoAI
Anita Graser 🇪🇺🇺🇦 · @underdarkGIS
2149 followers · 1072 posts · Server fosstodon.orgWe'll be extending our #DeepLearning from #Trajectory data review paper 📝
If you know of some cool #research we should include, let me know. Particularly if the paper comes with code. There's a real lack of reusable research code in #MobilityDataScience #GIScience
#deeplearning #trajectory #research #mobilitydatascience #giscience #gischat #GeoAI #machinelearning
Anita Graser 🇪🇺🇺🇦 · @underdarkGIS
2125 followers · 971 posts · Server fosstodon.org
Wow, geographic question answering still is a mess (example in the screenshot)
Want to learn more? Join us at
https://www.airmeet.com/e/c4516530-ce69-11ed-a388-d572e3feeb08
#GISChat #GeoAI #GIScience #geography #ChatGPT #StableDiffusion
#gischat #GeoAI #giscience #geography #chatgpt #stablediffusion
Chuixiang (Tree) Yi · @TreeYi
9 followers · 3650 posts · Server mastodon.worldRT @AnahidBasiri
We have six #postdocposition opening in several areas of #geospatial #DataScience
(1/6) The first one is a 2year post with possible extension for up to 5y. Anyone who wants to develop &lead their team in areas of #GeoAI #MachineLearning apply https://bit.ly/3zduPs8 by 27.04
#postdocposition #geospatial #datascience #GeoAI #machinelearning
Anita Graser 🇪🇺🇺🇦 · @underdarkGIS
2091 followers · 865 posts · Server fosstodon.org"Do not chase better metrics. Chase better models."
Excellent lighting talk on how spatial sampling affects the quality of data driven models by Luísa Lucchese
#metrics #phacking #GeoAI #gischat #datascience #machinelearning
Anita Graser 🇪🇺🇺🇦 · @underdarkGIS
2036 followers · 603 posts · Server fosstodon.orgConference option no. 2:
#LBS2023 will take place in Ghent and is also open for submissions now: https://lbs2023.lbsconference.org/call-for-papers/
Topics include:
- Geospatial Artificial intelligence (#GeoAI) and #LBS
- #ContextModelling and context-awareness
- Mobile #UserInterface and interaction
- #UserStudies and evaluation
Acquisition, management, and analytics of Location #BigData
- #UbiquitousPositioning
- #Social and behavioural implications of LBS #LocationPrivacy
#lbs2023 #GeoAI #lbs #contextmodelling #userinterface #userstudies #bigdata #ubiquitouspositioning #social #locationprivacy
Anita Graser 🇪🇺🇺🇦 · @underdarkGIS
2036 followers · 598 posts · Server fosstodon.orgInterested in #LBS, Spatial #BigData, #GeoAI, #XAI et al?
#LocBigDataAI2023 is open for submissions
https://icaci.org/cfp-pre-icc2023-locbigdataai-2023/
The symposium will be held in hybrid mode and will be associated with #ICC2023
#lbs #bigdata #GeoAI #xai #locbigdataai2023 #icc2023 #gischat #geospatial #giscience #locationbased
Anita Graser 🇪🇺🇺🇦 · @underdarkGIS
1986 followers · 498 posts · Server fosstodon.orgHey #GISchat, have you ever tried #TorchGeo?
https://github.com/microsoft/torchgeo/releases/tag/v0.4.0#user-content-datamodules
Would you recommend it? Is it #EO data only?
#gischat #torchgeo #eo #pytorch #GeoAI #SpatialDataScience #geospatial #giscience
Stefano De Sabbata · @sdesabbata
242 followers · 44 posts · Server fosstodon.org
Finally had my first lecture of my new module on #GeoAI yesterday, with an overview on history, approaches and ethics 🤖🗺️
Bottom line is, always listen to Sean Bean!
Alberto Cottica · @alberto_cottica
236 followers · 299 posts · Server mastodon.greenRT @UNDPAccLabs@twitter.com
📢@UN_Innovation@twitter.com features @UNDP_India@twitter.com #Acclab's 1st-of-its-kind #GeoAI platform that has already identified over 47,000 brick kilns (large contributor of air pollution) while providing intelligence to improve compliance of the brick manufacturing industry👇https://undpacclabs.com/3VXzOqJ https://twitter.com/UN_Innovation/status/1602282099062472704
🐦🔗: https://twitter.com/UNDPAccLabs/status/1603091875317022721
WorldPopProject · @WorldPopProject
140 followers · 42 posts · Server mapstodon.spaceNew #LearningModel using our #Population #OpenData - Dynamic population #mapping with #AutoGluon - in Urban Informatics #spatialtemporal #MachineLearning #Modelling #Prediction #GeoAI https://doi.org/10.1007/s44212-022-00017-x
#learningmodel #population #opendata #mapping #autogluon #spatialtemporal #machinelearning #modelling #prediction #GeoAI
Anita Graser 🇪🇺🇺🇦 · @underdarkGIS
1531 followers · 258 posts · Server fosstodon.org2 postdocs positions in #SpatialDataScience / #GeoAI at University of Vienna
with @STKO_UCSB@twitter.com
focused on #ComputationalRepresentation & #reasoning about places, #SocialSensing, place-based #GIS, #OSINT
#SpatialDataScience #GeoAI #ComputationalRepresentation #reasoning #socialsensing #gis #osint