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Sentinel-2 Level-3A time series

=> A few days ago, the Theia land data centre released the July 2020 monthly cloud free synthese of surface reflectances from Sentinel-2, for France, but also Italy, Spain, Switzerland, Belgium, Netherlands, the Northern part of Maghreb and Madagascar, and a large part of Sahel  The distribution site of Theia products at CNES now provides […]

29.08.2020

[MUSCATE News] Theia production is stalled (solved)

Update (18/08/2020): all the issues have been corrected, MUSCATE production and distribution have resumed. Update (17/08/2020):  production has resumed, but it will take us a couple of days to catch the backlog up.  The download site is still offline, but this should be solved quickly.   Following the failure of an equipement which hosts the […]

17.08.2020

[Directional effects] What field of view for the next generation of Sentinel-2 ?

The European Union is planning a new generation of the Sentinel-2 mission in 2030 or soon after. The main request from users is to improve the revisit frequency from 5 days to 2 to 3 days. There are two ways to improve the revisit: According to ESA and Airbus, the second solution is cheaper, and […]

08.07.2020

[Directional effects] how far can we extend Sentinel-2 field of view ? Conclusions

  This is the final post of a series of studies we did to find out how far we can extend the field of view of next generation of Sentinel-2 satellites. I hope I did not lose most readers in the length of the previous posts. For the readers who land on this page, which […]

[Directional effects] simple BRDF normalization

Introduction To perform a correction of directional effect, directional models are required. A large number of directional models have been developed, such as the ones of Roujean [1] or Ross-Li [2], that try to reproduce the directional variations as a function of viewing angles and solar angles, with a rather good accuracy for most types […]

07.07.2020

Debris flow in the Ishkoman Valley

In July 2018, the Pamir Times has reported that a lake formed due to a debris flow in the Ishkoman Valley, Pakistan. This event caused the destruction of dozens of housed in Badswat and Bilhanz villages. The flood debris running down the slope hit the mountain on the opposite side, and formed a barrier, blocking […]

23.06.2020

Benefits of SAR for forest loss alert detection in the tropics

The tropical forest is an important carbon sink which also hosts high biodiversity. Monitoring forest loss is therefore a major issue which requires efficient and accurate tools. In fact, the major challenge is to detect forest loss as precisely and quickly as possible, despite cloud cover which limits the availability of usable optical satellite imagery. […]

05.06.2020

Chaos theory, Rössler cake and satellite remote sensing

Chaos theory, Rössler cake and satellite remote sensing A chaotic attractor was obtained from satellite remote sensing data for the first time in 2011 giving a strong argument for chaos in real environment. This result has a special sound today May 20th 2020, since it is the 80th birthday of Otto E. Rössler — one […]

21.05.2020

Towards a composite of the most recent clear-sky observations from the Theia Snow collection

We are thinking of a new « live » product which would allow anyone to display the most recent snow observations from Sentinel-2 in a web browser. This service would simply display a composite of the latest Theia Snow products over a given time window (e.g. the past 20 days). This can be easily coded thanks to […]

20.05.2020

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