This makes it difficult to fairly and reliably compare different algorithms. However, existing works usually neglect these details and even evaluate the performance with different training/validation/test dataset splits. For deep learning methods, the backbone networks, hyper-parameters, and training details are influential factors while comparing the performances. Although numerous benchmark datasets have been released, there is no unified platform for developing and fairly comparing deep learning models on EO data. Telespazio UK attends these annual events, where several members of the team chair and present sessions.įor more information on the EDAP+ activities, see the ESA EDAP+ website.Earth observation (EO) data are critical for monitoring the state of planet Earth and can be helpful for various real-world applications. These provide an open forum (new space and institutional) for the presentation and discussion of the status and future developments related to the calibration and validation of space borne very high-resolution SAR and optical sensors and data products. ![]() The 20 Very High-resolution Radar & Optical Data Assessment (VH-RODA) workshops were two such workshops organised by EDAP+. These focus on assessments of the coherence and fitness for purpose of EO data from various missions, based on the model of the Joint Agency Commercial Imagery Evaluation’s (JACIE) format. The EDAP+ Service also supports ESA in the organisation of workshops related to data quality. A Digital Elevation Models (DEM) Comparison Study is the first of these studies and is currently underway concerning the quality assessment of the DEM in specific conditions. In addition to the EDAP+ clusters that support specific instrument types, a cluster dedicated to multi-mission studies supports cross-instrument activities with a view to benefiting the Committee on Earth Observation Satellites (CEOS) environment, facilitating future applications and allowing interoperability across missions to foster synergies. The various missions within each of the instrument domains assessed during the pilot phase of the project, are shown below: The various Clusters of Expertise within the EDAP+ consortium are presented below: Supporting ESA in organising workshops related to data quality.Īs its prime contractor, Telespazio UK is responsible for the overall Service Management for EDAP+, as well as the coordination and provision of expertise for both the Optical and AIS & RF (Automatic Identification System & Radio Frequency) domains, covering specifically identified calibration and validation related tasks.Undertaking multi-mission data quality assessments, facilitating future applications and allowing interoperability across missions to foster synergies. ![]()
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