#sentinelhub — Public Fediverse posts

I'm working with Sentinel 2 data in python. Anyone with experience or insight about OpenEO for accessing and processing the data? I've used the eo-learn package with SentinelHub before, but seems it's not actively developed anymore. There seems to be some push for OpenEO, but not sure if I should migrate or not.

#OpenEO #Sentinel2 #SentinelHub #RemoteSensing #EarthObservation

I'm working with Sentinel 2 data in python. Anyone with experience or insight about OpenEO for accessing and processing the data? I've used the eo-learn package with SentinelHub before, but seems it's not actively developed anymore. There seems to be some push for OpenEO, but not sure if I should migrate or not.

#OpenEO #Sentinel2 #SentinelHub #RemoteSensing #EarthObservation

#GoogleMaps Alternatives (Navigation & Mapping) continued…
4. #ArcGIS Earth (by Esri) – A professional-grade #GIS tool with 3D #mapping.
5. #SentinelHub – Provides access to high-resolution satellite imagery (Sentinel-2, Landsat).
6. #ZoomEarth – A browser-based map with near real-time satellite images.

@hareldan According to https://wiki.openstreetmap.org/wiki/Sentinel-2, #Sentinel2 #satelliteImagery can already be used in OSM editors, but not as easily as other sources, as it isn't pre-configured, so users have to configure it themselves.

The main issue for pre-configuring it is probably that WMS/WMTS URLs are personalized and a user sign-up at #SentinelHub is required.

No free usage of @sentinel_hub anymore? @sinergise published a blog on moving from Sentinel Hub to Copernicus Browser. They said Copernicus Browser offers the same intuitive functionality as Sentinel Hub EO Browser, but is easier to use and free long-term.
https://medium.com/sentinel-hub/transition-guide-from-sentinel-hub-eo-browser-to-copernicus-browser-6c2b49e24da6

To me, this reads like #SentinelHub will become a paid service for commercial customers. Probably not a big deal, as #CDSE remains free, but an interesting development.

What do you think?

No free usage of @sentinel_hub anymore? @sinergise published a blog on moving from Sentinel Hub to Copernicus Browser. They said Copernicus Browser offers the same intuitive functionality as Sentinel Hub EO Browser, but is easier to use and free long-term.
https://medium.com/sentinel-hub/transition-guide-from-sentinel-hub-eo-browser-to-copernicus-browser-6c2b49e24da6

To me, this reads like #SentinelHub will become a paid service for commercial customers. Probably not a big deal, as #CDSE remains free, but an interesting development.

What do you think?

RT by @CopernicusEU: 🔵👀 A new series of tutorial 🎞️ videos on how to access the #SentinelHub APIs in your @CopernicusEU Data Space Ecosystem #JupyterLab using #Python. Learn how to configure your credentials, search, visualise Sentinel-2 🖼️ & create time series analyses.

▶️ https://youtube.com/playlist?list=PLj4KwRQTBlPL3CVwpaBXl3VrO0_V3VX_Q&si=nTHxQ_Frh7T-X5GS

🐦🔗: https://nitter.cz/sentinel_hub/status/1750872557853589798#m

[2024-01-26 13:25 UTC]

RT by @CopernicusEU: 🔵👀 A new series of tutorial 🎞️ videos on how to access the #SentinelHub APIs in your @CopernicusEU Data Space Ecosystem #JupyterLab using #Python. Learn how to configure your credentials, search, visualise Sentinel-2 🖼️ & create time series analyses.

▶️ https://youtube.com/playlist?list=PLj4KwRQTBlPL3CVwpaBXl3VrO0_V3VX_Q&si=nTHxQ_Frh7T-X5GS

🐦🔗: https://nitter.cz/sentinel_hub/status/1750872557853589798#m

[2024-01-26 13:25 UTC]

Mount Shishaldin Volcano lava flows, Alaska, USA - 3 October 2023 🌍🛰️

#alaska #eruption #landscape #lavaflow #mountshishaldin #sentinel #sentinel2 #sentinelhub

▶️ 1 new picture from @pierre_markuse https://commons.wikimedia.org/wiki/File:Mount_Shishaldin_Volcano_lava_flows%2C_Alaska%2C_USA_-_3_October_2023_%2853234173511%29.jpg

Fires near São Teotónio, Portugal - 7 August 2023 🌍🔥🛰️

#airquality #fire #landscape #portugal #sentinel #sentinel2 #sentinelhub #smoke

▶️ 1 new picture from @pierre_markuse https://commons.wikimedia.org/wiki/File:Fires_near_S%C3%A3o_Teot%C3%B3nio%2C_Portugal_-_7_August_2023_%2853101142100%29.jpg

🌍🛰️ Kilauea Volcano eruption, Hawaii, USA - 11 September 2023

#eruption #hawaii #kilauea #kilaueavolcano #landscape #sentinel #sentinel3 #sentinelhub #space #usa

▶️ 1 new picture from @pierre_markuse https://commons.wikimedia.org/wiki/File:Kilauea_Volcano_eruption%2C_Hawaii%2C_USA_-_11_September_2023_%2853183204138%29.jpg

🌍🛰️ 1 new picture from @pierre_markuse
- Columbia Glacier, Alaska, USA - 22 August 2023

#alaska #columbiaglacier #glacier #ice #landscape #sentinel #sentinel2 #sentinelhub #snow #space

▶️ https://commons.wikimedia.org/wiki/File:Columbia_Glacier%2C_Alaska%2C_USA_-_22_August_2023_%2853169955108%29.jpg

🌍🔥🛰️ 2 new pictures from @pierre_markuse
- Fire near Alexandroupolis, Greece - 22 August 2023

#airquality #alexandroupolis #fire #greece #greecefires #landsat #landsat7 #landscape #sentinelhub #smoke

⏩ https://commons.wikimedia.org/wiki/Special:ListFiles?limit=2&user=OptimusPrimeBot&ilshowall=1&offset=20230823110252

🌍🔥🛰️ 2 new pictures from @pierre_markuse
- Fire near Alexandroupolis, Greece - 22 August 2023

#airquality #alexandroupolis #fire #greece #greecefires #landsat #landsat7 #landscape #sentinelhub #smoke

⏩ https://commons.wikimedia.org/wiki/Special:ListFiles?limit=2&user=OptimusPrimeBot&ilshowall=1&offset=20230823110252

And this is closer to what it actually looks like on the ground (from the 30th July - there is currently cloud over the area) - image here taken from #ESA's #Sentinel2 mission - which is one of the BEST things that has ever happened in #EarthObservation, processed on #SentinelHub's #EOBrowser - which is maybe the 2nd best..

2/2

And this is closer to what it actually looks like on the ground (from the 30th July - there is currently cloud over the area) - image here taken from #ESA's #Sentinel2 mission - which is one of the BEST things that has ever happened in #EarthObservation, processed on #SentinelHub's #EOBrowser - which is maybe the 2nd best..

2/2

🌍🛰️ 1 new picture from @pierre_markuse
- Eye of Typhoon Khanum near Okinawa, Japan - 2 August 2023

#clouds #japan #khanum #landscape #okinawa #sentinel #sentinel2 #sentinelhub #space #storm

▶️ https://commons.wikimedia.org/wiki/File:Eye_of_Typhoon_Khanum_near_Okinawa%2C_Japan_-_2_August_2023_%2853089048018%29.jpg

🌍🛰️ 1 new picture from @pierre_markuse
- Eye of Typhoon Khanum near Okinawa, Japan - 2 August 2023

#clouds #japan #khanum #landscape #okinawa #sentinel #sentinel2 #sentinelhub #space #storm

▶️ https://commons.wikimedia.org/wiki/File:Eye_of_Typhoon_Khanum_near_Okinawa%2C_Japan_-_2_August_2023_%2853089048018%29.jpg

🌍🔥🛰️ 1 new picture from @pierre_markuse
- York Fire, Mojave National Preserve, California, USA - 29 July 2023

#calfire #california #fire #landscape #mojavedesert #mojavenationalpreserve #sentinel #sentinel2 #sentinelhub #smoke

▶️ https://commons.wikimedia.org/wiki/File:York_Fire%2C_Mojave_National_Preserve%2C_California%2C_USA_-_29_July_2023_%2853082426161%29.jpg

🌍🔥🛰️ 2 new pictures from @pierre_markuse
- Fires on Rhodes, Greece - 26 July 2023

#airquality #fire #greece #landsat #landsat8 #landscape #rhodes #rhodos #sentinelhub #smoke

⏩ https://commons.wikimedia.org/wiki/Special:ListFiles?limit=24&user=OptimusPrimeBot&ilshowall=1&offset=20230728110059

Neat, the "moisture index" visualization on #SentinelHub has the side effect of showing #smoke over the ocean in blue in great detail (smoke from Rhodes, Greece, heading out into the Mediterranean) #satellite #imaging

Neat, the "moisture index" visualization on #SentinelHub has the side effect of showing #smoke over the ocean in blue in great detail (smoke from Rhodes, Greece, heading out into the Mediterranean) #satellite #imaging

🌍🔥🛰️ 4 new pictures from @pierre_markuse
« Fires on Rhodes, Greece - 23 July 2023 »
« rhodes3d2_annotated »
« rhodes3d_annotated »

#3d #fire #greece #island #landscape #rhodes #rhodos #sentinel #sentinel2 #sentinelhub

⏩ https://commons.wikimedia.org/wiki/Special:ListFiles?limit=50&user=OptimusPrimeBot&ilshowall=1&offset=20230724110151

🌍🔥🛰️ 2 new pictures from @pierre_markuse
« Big fires near Athens, Greece - 19 July 2023 »

#athens #fire #greece #land #sentinel #sentinel2 #sentinelhub #smoke #space #wildfire

⏩ https://commons.wikimedia.org/wiki/Special:ListFiles?limit=20&user=OptimusPrimeBot&ilshowall=1&offset=20230721110114

#Planet has acquired #Sinergise, the maker of the #SentinelHub tool #OSINT #satellite #imaging #gis

#Planet has acquired #Sinergise, the maker of the #SentinelHub tool #OSINT #satellite #imaging #gis

With links to @Datagraver @micefearboggis @pvonhellermannn + #SentinelHub

With links to @Datagraver @micefearboggis @pvonhellermannn + #SentinelHub

@petergleick sentinel hub - start with sentinel playground and move on to the eo browser.

https://apps.sentinel-hub.com/sentinel-playground/?source=S2L2A&lat=40.39990182440178&lng=-3.7298583984375&zoom=12&preset=null&layers=&maxcc=20&gain=1.0&gamma=1.0&time=2022-09-01%7C2023-03-11&atmFilter=&showDates=false

#SentinelHub #SentinelPlayground

For really basic start check out snapplanet.io - it's an incredibly easy to use app on your mobile phone, has different automatic filters and allows you to make gif timelapse as well as photos, like these examples I made on my phone . All based on #ESA's #Sentinel2 imagery

#SnapPlanetIO

@petergleick sentinel hub - start with sentinel playground and move on to the eo browser.

https://apps.sentinel-hub.com/sentinel-playground/?source=S2L2A&lat=40.39990182440178&lng=-3.7298583984375&zoom=12&preset=null&layers=&maxcc=20&gain=1.0&gamma=1.0&time=2022-09-01%7C2023-03-11&atmFilter=&showDates=false

#SentinelHub #SentinelPlayground

For really basic start check out snapplanet.io - it's an incredibly easy to use app on your mobile phone, has different automatic filters and allows you to make gif timelapse as well as photos, like these examples I made on my phone . All based on #ESA's #Sentinel2 imagery

#SnapPlanetIO

@grb090423 Yes it's really beautiful - the automated processing helps, this uses #SentinelHub's "HIghlight optimised natural colour" processing.

I love that they have all their custom scripts on github so you can see what they actually do!

https://sentinel-hub.github.io/custom-scripts/sentinel-2/highlight_optimized_natural_color/#

@grb090423 Yes it's really beautiful - the automated processing helps, this uses #SentinelHub's "HIghlight optimised natural colour" processing.

I love that they have all their custom scripts on github so you can see what they actually do!

https://sentinel-hub.github.io/custom-scripts/sentinel-2/highlight_optimized_natural_color/#

If you like #SatPics + exploring #SatelliteData in general and you don't know #SentinelHUb's #EOBrowser then you're missing out. Full link to full res image:

#Satellite #ESA #ESAEO #EO #SatellitePhoto

https://apps.sentinel-hub.com/eo-browser/?zoom=8&lat=77.35528&lng=-70.01587&themeId=DEFAULT-THEME&visualizationUrl=https%3A%2F%2Fservices.sentinel-hub.com%2Fogc%2Fwms%2Fbd86bcc0-f318-402b-a145-015f85b9427e&datasetId=S2L2A&fromTime=2022-09-17T00%3A00%3A00.000Z&toTime=2022-09-17T23%3A59%3A59.999Z&layerId=2_TONEMAPPED_NATURAL_COLOR&demSource3D=%22MAPZEN%22

If you like #SatPics + exploring #SatelliteData in general and you don't know #SentinelHUb's #EOBrowser then you're missing out. Full link to full res image:

#Satellite #ESA #ESAEO #EO #SatellitePhoto

https://apps.sentinel-hub.com/eo-browser/?zoom=8&lat=77.35528&lng=-70.01587&themeId=DEFAULT-THEME&visualizationUrl=https%3A%2F%2Fservices.sentinel-hub.com%2Fogc%2Fwms%2Fbd86bcc0-f318-402b-a145-015f85b9427e&datasetId=S2L2A&fromTime=2022-09-17T00%3A00%3A00.000Z&toTime=2022-09-17T23%3A59%3A59.999Z&layerId=2_TONEMAPPED_NATURAL_COLOR&demSource3D=%22MAPZEN%22

Planning #Fieldwork in NW #Greenland and stumbled over this stunning #Sentinel2 image from September last year processed on #SentinelHub #EOBrowser

Look at that cute little #cyclone by #ThuleAirBase

#Qaanaaq #InglefieldBredning #GreenlandIceSheet

Planning #Fieldwork in NW #Greenland and stumbled over this stunning #Sentinel2 image from September last year processed on #SentinelHub #EOBrowser

Look at that cute little #cyclone by #ThuleAirBase

#Qaanaaq #InglefieldBredning #GreenlandIceSheet

I have missed the last week of #30DayMapChallenge but this #AccidentalMap in #Sentinelhub #EOBrowser fits perfectly in today's theme #blue.

Here's a #5MinuteMap of SW #Greenland ( #Kapisillit ) showing #SeaIce forming in #fjords, #icebergs + some odd features I assume are shadows cast by #mountains under a low solar angle.

I'm not sure what the black dots are, I assume a processing artefact

I have missed the last week of #30DayMapChallenge but this #AccidentalMap in #Sentinelhub #EOBrowser fits perfectly in today's theme #blue.

Here's a #5MinuteMap of SW #Greenland ( #Kapisillit ) showing #SeaIce forming in #fjords, #icebergs + some odd features I assume are shadows cast by #mountains under a low solar angle.

I'm not sure what the black dots are, I assume a processing artefact

RT @sentinel_hub: 🟡 Normalized Difference Yellowness Index #NDYI custom script used for the visualisation of blooming in an Amazonian tree species & canola crops.
🆕📖 A guest blog post of one of the winners 🏆 in the #SentinelHub #ClimateChange #CustomScript contest ➡️ https://medium.com/sentinel-hub/normalized-difference-yellowness-index-ndyi-visualisation-of-blooming-in-an-amazonian-tree-61b5ff1a3919

🐦🔗: https://nitter.eu/CopernicusEU/status/1591738663658225664

RT @sentinel_hub: 🟡 Normalized Difference Yellowness Index #NDYI custom script used for the visualisation of blooming in an Amazonian tree species & canola crops.
🆕📖 A guest blog post of one of the winners 🏆 in the #SentinelHub #ClimateChange #CustomScript contest ➡️ https://medium.com/sentinel-hub/normalized-difference-yellowness-index-ndyi-visualisation-of-blooming-in-an-amazonian-tree-61b5ff1a3919

🐦🔗: https://nitter.eu/CopernicusEU/status/1591738663658225664

RT @sentinel_hub: 🏆 The best ideas of the #SentinelHub #ClimateChange #CustomScript contest announcement! ➡️ https://www.sentinel-hub.com/develop/community/past-contests/#results-of-the-fifth-custom-script-contest---climate-change

The aim of the contest was to demonstrate the power of #EOdata in helping detect the impacts of climate change. Partners: @wmo @esa @CopernicusEU @EuroDataCube

🐦🔗: https://nitter.eu/CopernicusEU/status/1583401847645433856