Zeitpunkt Nutzer Delta Tröts TNR Titel Version maxTL Mo 22.07.2024 00:01:10 61.959 +1 3.567.825 57,6 Fosstodon 4.2.10 500 So 21.07.2024 00:01:07 61.958 +1 3.564.861 57,5 Fosstodon 4.2.10 500 Sa 20.07.2024 00:01:10 61.957 +1 3.561.604 57,5 Fosstodon 4.2.10 500 Fr 19.07.2024 13:57:34 61.956 -1 3.558.474 57,4 Fosstodon 4.2.10 500 Do 18.07.2024 00:00:27 61.957 +1 3.553.476 57,4 Fosstodon 4.2.10 500 Mi 17.07.2024 00:01:10 61.956 -1 3.550.157 57,3 Fosstodon 4.2.10 500 Di 16.07.2024 00:00:36 61.957 +6 3.547.999 57,3 Fosstodon 4.2.10 500 Mo 15.07.2024 00:00:01 61.951 +1 3.544.794 57,2 Fosstodon 4.2.10 500 So 14.07.2024 00:00:00 61.950 +2 3.542.390 57,2 Fosstodon 4.2.10 500 Sa 13.07.2024 00:00:08 61.948 0 3.539.632 57,1 Fosstodon 4.2.10 500
Martin Fleischmann (@martinfleis) · 11/2022 · Tröts: 227 · Folger: 462
Mo 22.07.2024 10:36
A new paper about cities 🏙️, their structure 🧩 and satellites 🛰️!
"Decoding (urban) form and function using spatially explicit deep learning" by me and @darribas
https://doi.org/10.1016/j.compenvurbsys.2024.102147
We took spatial signatures and built a neural network to pick them up from Sentinel 2. And since it didn't show great results, we mixed in some geographic data science to learn if and how much it helps.
A quick 🧵 on work that took us 3 years to finish 🙃.
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