Processing of environmental observing satellite data with Neural Networks

Informazioni relative al progetto

NEUROSAT

ID dell’accordo di sovvenzione: ENV4960314

Progetto chiuso

Data di avvio 1 Novembre 1996

Data di completamento 31 Ottobre 1999

Finanziato da

• Specific programme of research and technological development in the field of environment and climate, 1994-1998

Costo totale

Nessun dato

Contributo UE

Nessun dato

Coordinato da

UNIVERSITE PIERRE ET MARIE CURIE - PARIS VI
France

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati sfruttabili

A friendly Neural Network Software for developing Neural Network algorithms

ASTON University has developed a friendly Neural Network Software for developing Neural Network algorithms.

GMFs for the ERs1, NSCAT and QSCAT scatterometer and the associated error bars available as fortran subroutines

The NEUROSAT teams have developed: A Geophysical Model Function (GMF) for ERS1/2 scatterometers available as a fortran subroutine A GMF for the NSCAT scatterometer and the associated error bars available as a fortran subroutines A GMF for the QSCAT scatterometer and the associated error bars available as Fortran subroutines

Rational Methodologies to Model empirical transfer functions and to invert them using multi-Layer Perceptrons

The NEUROSAT teams have conducted research for developing rational methodologies using Multi-Layer Perceptions for modelling empirical transfer functions and inverting them. These methodologies will be of interest for the scientific community involved in processing and analyzing satellite remote sensing data. They are reported in two major papers of generic interest describing the state of the art on regression and inversion by using NN. These papers whose draft have been disseminated among the NEUROSAT community have been submitted to leading scientific journals. Besides a final Workshop has been organized as a dedicated NEUROSAT session at the EGS 1999 at the Hague (Netherlands) where the major results were presented and discussed.