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Copernicus Data Space Ecosystem
เข้าร่วมเมื่อ 31 ม.ค. 2023
The Copernicus Data Space Ecosystem is the next step in the evolution of Earth Observation (EO) data access. Serving as the official data infrastructure for the Copernicus Programme, the Ecosystem offers a wide range of opportunities for searching, viewing, downloading and processing satellite imagery. The whole system is developed with the intention of accelerating the process of research, prototyping, testing and scaling of open or commercial earth observation solutions. This allows to build a thriving, open and expanding Ecosystem to increase the impact of EO data for a sustainable society.
This channel will include features, tutorials and highlights demonstrating the use of the Ecosystem. It aims to serve both EO professionals building scientific or business solutions and members of the public who are interested in remote sensing.
This channel will include features, tutorials and highlights demonstrating the use of the Ecosystem. It aims to serve both EO professionals building scientific or business solutions and members of the public who are interested in remote sensing.
Webinar - Copernicus Satellite Imagery for Ship Spotting
Ship spotting isn’t just something for marine enthusiasts-it’s also an important tool for environmental monitoring and the clarification of events. Satellite imagery, such as those from the Copernicus satellites, provide valuable insights into global shipping traffic. With a resolution of up to 10 meters, these satellites can capture detailed images of large ships, helping users to identify ship types and even create artistic visuals. Tune into this webinar, held on 11 December 2024, to learn more!
0:00 Introduction
0:50 About the CDSE, satellite imagery, CDSE gallery and Copernicus Browser
2:27 Why watch ships?
3:32 How to find ships in satellite imagery?
- www.marinetraffic.com (live updates including offshore ships)
- www.vesselfinder.com/ (map views focusing on individual ports and ships)
- Bremerhaven port ➡️ link.dataspace.copernicus.eu/fq3r
6:15 How to read a satellite image of a ship?
- USS Gerald R Ford in the middle of the Mediterranean ➡️ link.dataspace.copernicus.eu/569y
- Various composites: True color, highlight optimized natural color ➡️ link.dataspace.copernicus.eu/fiix
- Resampling: Nearest - for more contrast ➡️ link.dataspace.copernicus.eu/r5di
- Low sun angle: Kotka Icebreaker from Tarkka.fi ➡️ link.dataspace.copernicus.eu/qbo3 and Gerald R Ford in Souda Bay, Crete ➡️ link.dataspace.copernicus.eu/etnz
9:08 How to read a satellite image of a port?
- Port of Trieste under windy but clear conditions ➡️ link.dataspace.copernicus.eu/eytl
- Smaller ships: Venice ➡️ link.dataspace.copernicus.eu/ac9t
11:26 Understanding the size and environmental impact of ships
- Mette Maersk (400m) compare to houses or streets ➡️ link.dataspace.copernicus.eu/fq3r
- Icon of the seas - largest cruise ship, recognizable from her big blue/glass front canopy ➡️ link.dataspace.copernicus.eu/0gaw and being built in Turku ➡️ link.dataspace.copernicus.eu/dod2
- Orange Ocean ➡️ link.dataspace.copernicus.eu/am25
- Houseboats on Lake Oroville ➡️ link.dataspace.copernicus.eu/4irr
14:59 Oil spills:
- Bellingcat - Marine oil spill detection guide ➡️ www.bellingcat.com/resources/how-tos/2024/08/30/marine-oil-spill-detection-guide/?
- Sky Truth Cerulean ➡️ cerulean.skytruth.org/
- Harcourt oil ➡️ tinyurl.com/harcourtoil
- Sentinel-1 image with different visualizations ➡️ link.dataspace.copernicus.eu/mz56 and ➡️ link.dataspace.copernicus.eu/fixl
17:13 Global Fishing Watch ➡️ globalfishingwatch.org/map/
18:03 Collision of ships: Gloria Maris and HMM St. Petersburg:
- Article ➡️ gcaptain.com/mega-containership-and-oil-tanker-collide-in-strait-of-gibraltar/
- Inspect it in Copernicus Browser ➡️ link.dataspace.copernicus.eu/1ce2
- Vesselfinder ➡️ www.vesselfinder.com/vessels/details/9868364 and ➡️ www.vesselfinder.com/vessels/details/9899997
20:03 Berdiansk, Russian invasion of Ukraine, Saratov - a Tapir-class landing ship ➡️ link.dataspace.copernicus.eu/67bq
21:25 Exploring shipping lanes
- English Channel monthly mosaic ➡️ link.dataspace.copernicus.eu/cl4c
- Amerigo Vespucci in Singapore ➡️ link.dataspace.copernicus.eu/wxok
23:06 Sailing ships
- America's cup ➡️ link.dataspace.copernicus.eu/n4xe
- Staatsrad Lemkuhl, Tall ships race Klaipeda ➡️ link.dataspace.copernicus.eu/jhgw
- Royal Clipper ➡️ link.dataspace.copernicus.eu/x8x6
24:01 The satellite speedometer:
- Article ➡️ actualcontrol.substack.com/p/the-space-speedometer
- An example in Copernicus Browser ➡️ link.dataspace.copernicus.eu/dw2c
- Wikipedia ➡️ en.wikipedia.org/wiki/HSC_Express_3
25:17 Q&A
Useful links:
CDSE Forum ➡️ forum.dataspace.copernicus.eu/
Gallery ➡️ dataspace.copernicus.eu/gallery
Newsletter ➡️ dataspace.copernicus.eu/subscribe
0:00 Introduction
0:50 About the CDSE, satellite imagery, CDSE gallery and Copernicus Browser
2:27 Why watch ships?
3:32 How to find ships in satellite imagery?
- www.marinetraffic.com (live updates including offshore ships)
- www.vesselfinder.com/ (map views focusing on individual ports and ships)
- Bremerhaven port ➡️ link.dataspace.copernicus.eu/fq3r
6:15 How to read a satellite image of a ship?
- USS Gerald R Ford in the middle of the Mediterranean ➡️ link.dataspace.copernicus.eu/569y
- Various composites: True color, highlight optimized natural color ➡️ link.dataspace.copernicus.eu/fiix
- Resampling: Nearest - for more contrast ➡️ link.dataspace.copernicus.eu/r5di
- Low sun angle: Kotka Icebreaker from Tarkka.fi ➡️ link.dataspace.copernicus.eu/qbo3 and Gerald R Ford in Souda Bay, Crete ➡️ link.dataspace.copernicus.eu/etnz
9:08 How to read a satellite image of a port?
- Port of Trieste under windy but clear conditions ➡️ link.dataspace.copernicus.eu/eytl
- Smaller ships: Venice ➡️ link.dataspace.copernicus.eu/ac9t
11:26 Understanding the size and environmental impact of ships
- Mette Maersk (400m) compare to houses or streets ➡️ link.dataspace.copernicus.eu/fq3r
- Icon of the seas - largest cruise ship, recognizable from her big blue/glass front canopy ➡️ link.dataspace.copernicus.eu/0gaw and being built in Turku ➡️ link.dataspace.copernicus.eu/dod2
- Orange Ocean ➡️ link.dataspace.copernicus.eu/am25
- Houseboats on Lake Oroville ➡️ link.dataspace.copernicus.eu/4irr
14:59 Oil spills:
- Bellingcat - Marine oil spill detection guide ➡️ www.bellingcat.com/resources/how-tos/2024/08/30/marine-oil-spill-detection-guide/?
- Sky Truth Cerulean ➡️ cerulean.skytruth.org/
- Harcourt oil ➡️ tinyurl.com/harcourtoil
- Sentinel-1 image with different visualizations ➡️ link.dataspace.copernicus.eu/mz56 and ➡️ link.dataspace.copernicus.eu/fixl
17:13 Global Fishing Watch ➡️ globalfishingwatch.org/map/
18:03 Collision of ships: Gloria Maris and HMM St. Petersburg:
- Article ➡️ gcaptain.com/mega-containership-and-oil-tanker-collide-in-strait-of-gibraltar/
- Inspect it in Copernicus Browser ➡️ link.dataspace.copernicus.eu/1ce2
- Vesselfinder ➡️ www.vesselfinder.com/vessels/details/9868364 and ➡️ www.vesselfinder.com/vessels/details/9899997
20:03 Berdiansk, Russian invasion of Ukraine, Saratov - a Tapir-class landing ship ➡️ link.dataspace.copernicus.eu/67bq
21:25 Exploring shipping lanes
- English Channel monthly mosaic ➡️ link.dataspace.copernicus.eu/cl4c
- Amerigo Vespucci in Singapore ➡️ link.dataspace.copernicus.eu/wxok
23:06 Sailing ships
- America's cup ➡️ link.dataspace.copernicus.eu/n4xe
- Staatsrad Lemkuhl, Tall ships race Klaipeda ➡️ link.dataspace.copernicus.eu/jhgw
- Royal Clipper ➡️ link.dataspace.copernicus.eu/x8x6
24:01 The satellite speedometer:
- Article ➡️ actualcontrol.substack.com/p/the-space-speedometer
- An example in Copernicus Browser ➡️ link.dataspace.copernicus.eu/dw2c
- Wikipedia ➡️ en.wikipedia.org/wiki/HSC_Express_3
25:17 Q&A
Useful links:
CDSE Forum ➡️ forum.dataspace.copernicus.eu/
Gallery ➡️ dataspace.copernicus.eu/gallery
Newsletter ➡️ dataspace.copernicus.eu/subscribe
มุมมอง: 121
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A short guide to Copernicus Browser
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Webinar - Sentinel Satellite Data for Mountain Sports and Safety - Part II
มุมมอง 341หลายเดือนก่อน
This webinar held live on October 22, 2024 is the second part of our webinars explaining, among other things, how remote sensing data can significantly improve mountaineering safety and how simple web applications can already provide significant benefits in the management of hiking areas. The topic was presented by Michael Engel. He used examples from his experiences as a mountaineer and tour g...
What is an API request
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Webinar - Open Satellite Imagery in Support of Mountain Sports
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This webinar held live on July 23, 2024 covers a range of topics, including an introduction to the Copernicus Browser, uploading GPS tracks, creating time-lapses, exporting and downloading high-quality images, and setting up a WMS. 0:00 Introduction 0:58 The Copernicus Data Space Ecosystem - dataspace.copernicus.eu/ 1:17 What is Copernicus Browser? - browser.dataspace.copernicus.eu/ Usage examp...
Copernicus Contributing Missions data
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In this video, you will get an introduction to how you can access Copernicus Contributing Missions data on Copernicus Data Space Ecosystem. 0:00 Access Copernicus Contributing Missions (CCM) Data via CDSE21 0:21 Intro and agenda 0:35 About the CCMs 1:51 How to register/request and access CCM data 2:49 Access CCM data via the Copernicus Browser 4:48 Search and explore data including a hands-on d...
EU Space Webinar - CDSE: The openEO API
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In this webinar recording you can find out more about the Copernicus Data Space Ecosystem and OpenEO API. Pratichhya Sharma and Jeroen Dries explain how you can move from downloading data to creating FAIR-compliant open solutions by using openEO and CDSE!
Copernicus Data Space Ecosystem - Platform that enables federated EO services and applications
มุมมอง 1045 หลายเดือนก่อน
A short summary of the main properties and key benefits of Copernicus Data Space Ecosystem. This presentation was shown at the Open Data Spaces & Copernicus Satellite Data Infrastructures - new opportunities for evidence-based decisions session at EGU 2024: meetingorganizer.copernicus.org/EGU24/EGU24-4942.html
Germany ready to host EUFA 2024
มุมมอง 1436 หลายเดือนก่อน
Germany is hosting the UEFA European Championship 2024. The UEFA EURO 2024 final tournament is taking place between 14 June and 14 July 2024. Here's an overview of the ten host venues: Berlin, Cologne, Munich, Frankfurt, Hamburg, Dortmund, Leipzig, Gelsenkirchen, Stuttgart, and Düsseldorf. Discover the Sentinel-2 views on world-class stadiums or download the images via the CDSE image gallery da...
From Copernicus Browser to Jupyter Notebook
มุมมอง 1.3K6 หลายเดือนก่อน
If you are new to Jupyter notebooks, but already enjoy looking at satellite imagery, this video is for you. Step by step, evalscripts and API requests are introduced, showing how to build a quantitative data analysis pipeline without downloading or installing anything, working entirely in the cloud. If you have not yet set up your credentials for the Jupyter Lab, please check this video first: ...
Webinar - Teaching Geography with Satellite Imagery
มุมมอง 7237 หลายเดือนก่อน
Learn how to search, explore and navigate satellite imagery to explain geographic patterns and processes. Watch our webinar which was held live on May 23, 2024 to learn how to support students to develop an understanding of spatial and time scales, to identify similar processes happening at different locations and scales, to share individual views, place-marks and configurations, and how to cre...
Copernicus Data Space Ecosystem - what is a data infrastructure?
มุมมอง 1027 หลายเดือนก่อน
Basic explanation of Copernicus Data Space Ecosystem (dataspace.copernicus.eu/) functionality to non-experts. This short video explains why we need a data infrastructure, what the main components are and what you can do with the data.
CDSE User Review Meeting 2024 - Conclusion and next steps
มุมมอง 367 หลายเดือนก่อน
Conclusion and next steps of the CDSE User Review Meeting by Jurry de la Mar (T-Systems)
CDSE User Review Meeting 2024 - User story: EU Grassland Watch
มุมมอง 337 หลายเดือนก่อน
User story: EU Grassland Watch at the CDSE User Review Meeting by Sivasankar Arul on behalf of EU Grassland Watch
CDSE User Review Meeting 2024 - User story: Finnish Environmental Agency
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User story: Deforestation at the CDSE User Review Meeting by Mikko Kervinen from the Finish Environmntal Agency
CDSE User Review Meeting 2024 - User story: Copernicus service, big data platform
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CDSE User Review Meeting 2024 - User story: Copernicus service, big data platform
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CDSE User Review Meeting 2024 - User story: Deforestation
CDSE User Review Meeting 2024 - Ecosystem & federation discussion
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CDSE User Review Meeting 2024 - Ecosystem & federation discussion
CDSE User Review Meeting 2024 - Ecosystem partner pitch by Geoville - Dunia
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CDSE User Review Meeting 2024 - Ecosystem partner pitch by Geoville - Dunia
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CDSE User Review Meeting 2024 - Ecosystem partner pitch by EODC
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CDSE User Review Meeting 2024 - Ecosystem partner pitch by Atos
CDSE User Review Meeting 2024 - Introduction and objectives
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CDSE User Review Meeting 2024 - Introduction and objectives
Spotting tulips in The Netherlands from space
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Spotting tulips in The Netherlands from space
BiDS 2023 Jupyter Lab Workshop - Deforestation time series processing with Sentinel Hub and xarray
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BiDS 2023 Jupyter Lab Workshop - Deforestation time series processing with Sentinel Hub and xarray
BiDS 2023 Jupyter Lab Workshop - Outro, documentation, custom scripts and the forum
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BiDS 2023 Jupyter Lab Workshop - Outro, documentation, custom scripts and the forum
BiDS 2023 Jupyter Lab Workshop - Air pollution analysis from Sentinel-5P and Statistics API
มุมมอง 3148 หลายเดือนก่อน
BiDS 2023 Jupyter Lab Workshop - Air pollution analysis from Sentinel-5P and Statistics API
BiDS 2023 Jupyter Lab Workshop - System set-up, Introduction to Sentinel Hub API-s in Jupyter
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BiDS 2023 Jupyter Lab Workshop - System set-up, Introduction to Sentinel Hub API-s in Jupyter
BiDS 2023 Jupyter Lab Workshop - Introduction to Copernicus Data Space Ecosystem
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BiDS 2023 Jupyter Lab Workshop - Introduction to Copernicus Data Space Ecosystem
Introduction to Sentinel Hub APIs: How to use the Statistical API
มุมมอง 79211 หลายเดือนก่อน
Introduction to Sentinel Hub APIs: How to use the Statistical API
# Desired resolution of our data resolution = (100, 100) bbox_coords = [10.633501, 51.611195, 10.787234, 51.698098] epsg = 3035 # Convert to 3035 to get crs with meters as units bbox = BBox(bbox_coords, CRS(4326)).transform(epsg) why when I change the location outside Euroep always not working, I have already change the epsg
Can i see the coordinates of a place i choose on the map
Sehr interessant, offensichtlich wenig bekannt in der Öffentlichkeit
thankyou for sharing, it is so interesting and informative. I love mountaineering, and I guess this knowledge can be really helpful. amazing work!
Could we have access to the notebook please ?
Hi Claire, you can find the Jupyter Notebook here: github.com/willrayeo/notebook-samples/tree/main/sentinelhub
Thank you for the clear explanation :) Very useful for beginners!
Thanks a lot ❤
thx
connection.authenticate_oidc() times out after a long time in my case. When I try connection.authenticate_basic(user, pw) I get an error: OpenEoClientException: This openEO back-end does not support basic authentication. What is going on there?
I'm interesting lenering CDSS software or other course online website ,why do these course again ? thank you
in cell 15 you you are using "Netherlands_polygon.geojson" file where is it coming from and what that file content and how to get it
the file is a simple geojson polygon. In this case the boundary of The Netherlands
Can we download extent view? I want all the area that are showing in extent
Yes, Go to project, then import/export, then export map as image
I really would like you to repeat this Webinar in Spanish. Thank you.
Would you be able to share the code you used in this video? Thanks for the great tutorial.
Thanks for the explanation.
Gracias!
direct link to this script please
In Which software have you done it?
it's cdse copernicus jupyterlab
Great video series! Unfortunately, the volume is is very low.
Excelente video…
Thank you!
I was try to download image files in TIFF format, but it took me sometimes to complete the download of 2-3 mb files. Any suggestion? Thank in advance.
👍👍
Can you share the code ?
The notebook used in the video can be found here: github.com/eu-cdse/notebook-samples
I watched 49 seconds long ad to watch this
Not the capital of Europe. Europe has no capital city as it is not a country. It is the city where the EU is headquartered and it is an organisation that holds not an ounce of power over anyone living in Europe or elsewhere.
Not an ounce of power? You are aware that EU law has supremacy over national law right?
@@gruttepier7391 if you do not get my comment, you’re not worth that name
Then why don't you explain it? No harm in that right? The EU sets product standards and stuff that every EU company has to abide by. If that's not power idk what is. You can dislike it or disagree that it is that way certainly, but it is what is going on.
It only has power because other European countries agree to follow the European standard. If all countries stopped applying the standard, then the EU would be powerless to act.
@@gruttepier7391what he is saying is simple, Europe is different than the EU
The capital of the EU, not Europe.
who cares?
@@TheoVonCentral1most of the Europeans
is this possible for real-time collaboration and multiple users would be able to change simultaneously in one document?
Figuring out how to do authentication is incredibly confusing. Could you please do a tutorial on how to set this up?
Hi I created the Authorization parameters (account name and secret code) but when I entered them in QGIS authentication fails. Tried it a few times, still no luck. Any suggestions? thx
Please use our community for questions. Thank you! helpcenter.dataspace.copernicus.eu/hc/en-gb/community/topics
change the server link from services to sh.dataspace
Hello. I did all the operations in the same way, but the map is added on the left, but the image does not appear. What could be the reason?
Please use our community forum for questions. Thank you! helpcenter.dataspace.copernicus.eu/hc/en-gb/community/topics
Hello. My channel is also about GIS. Look, I'd appreciate it
Hello, how many credits does the WMS use ? I see on my dashboard that it uses credits differently when using the WMS on this QGIS plugin. Thank you.
Hi Ricardo, please use our community forum for such questions. Thank you! helpcenter.dataspace.copernicus.eu/hc/en-gb/community/topics
th-cam.com/video/zgWpXaI0-qk/w-d-xo.htmlfeature=shared
Thanks this is a very nice feature
You need to provide min/max values for the COG bands, then you also see properly visualized COGs. The claim that it's not supported is not true.
Thank you for correcting us. We have removed the misleading part. It will be displayed once the processing if completed.