Within two years, the Irrigation+ project consortium published 16 peer-reviewed scientific papers which leverage advanced Earth observation algorithms and techniques for irrigation mapping, quantification and detection. An overview of main achievements – taking advantage of the exploitation of Copernicus Sentinel data – is provided in a webstory published today. Read the story. Featured …
You might have recently experienced the advantages of ordering a fresh meal-kit, composed out of your prerequisites, delivered at home: no search for ingredients effort, no raw leftovers, time and fuel savings. All you need to do is prepare and cook. This can be seen as a tasty analogy for the service developed within the …
The detection and repair of methane leaks from fossil fuel production activities have been identified as a key climate change mitigation strategy. In the last years, a number of optical satellite missions with a spatial resolution of 30-m or better have shown potential for the detection of strong methane plumes emitted by point sources, which …
The objective of the SENTREE (Semi-supervised SENtinel-2 TREE Species Detection) project is to detect tree species in Norwegian production forests by developing deep learning models which will combine high resolution aerial imagery with Sentinel-2 data. A major challenge in utilizing deep learning for tree species detection is the limited amount of training labels and their …
Reflectance of the Earth surface is one of the natural major components affecting climate. Surface interaction with incoming solar radiation and the atmosphere has a substantial impact on the Earth’s energy budget. Moreover, the accurate description of the surface reflection is crucial for different atmospheric studies including aerosol and trace gases characterization. One of …
WorldCover provides a new baseline global land cover product at 10 m resolution for 2020 based on Sentinel-1 and Sentinel-2 data, developed and validated in 9 months from last data take. Key end-users, such as FAO, OECD, UNCCD, WRI, CGIAR, and EU DEFIS were an integral part of the project, following the whole project workflow …
Wildfires are a natural component of the Earth system, important for nutrient release and vegetation growth. Climate change, however, is contributing to more frequent, more destructive and less predictable wildfires worldwide. Australia, in particular, experiences regular bush fires during the summer, but the devastating 2019-2020 bushfire season, known as the Black Summer, was unprecedented in …
The Artificial Intelligence for Earth Observation (AI4EO) Wildfires project began in December 2020 and run for 8 months, focussing on developing and demonstrating a burned area (BA) mapping service that combines EO data, specifically Sentinel-2 optical data, with an AI-enabled algorithm. The project consortium is led by CGI UK, utilising their legacy of developing cloud-based …
Scarcity of water resources is today a real issue in some geographic areas. Temperatures have increased by 0,85°C on average between 1880 and 2012 and could reach 4,8°C increase by 2100 compared to the period 1986-2005, according to the latest IPCC report. As one of the consequences, agriculture and viticulture are facing droughts at the …
Optimizing water resources is a real issue in some geographical area. Temperature have increased by 0,85°C on average between 1880 and 2012 and couldreach 4.8°C by 2100 compared to the period from 1986 to 2005, according to the last IPCC report. As a result, agriculture and viticulture are facing an increasing water scarcity at the …
