TY - JOUR
T1 - SINGLE-PASS SEA/ICE DISCRIMINATION USING ERS-2 SCATTEROMETER DATA
AU - Neyt, Xavier
AU - Pettiaux, Pauline
AU - Manise, Nicolas
AU - Acheroy, Marc
PY - 2004
Y1 - 2004
N2 - This paper presents a new method to perform sea/ice discrimination in single-pass ERS-2 scatterometer data. Existing methods are 1rst reviewed and compared in a consistent framework. Next, the ice probability according to the individual existing methods is learned through the use of a neural network. Finally, the individual criteria are combined together in order to increase the sea-ice discrimination accuracy. The proposed method is shown to provide an acceptable performance even on single-pass data, i.e., without requiring temporal averaging
AB - This paper presents a new method to perform sea/ice discrimination in single-pass ERS-2 scatterometer data. Existing methods are 1rst reviewed and compared in a consistent framework. Next, the ice probability according to the individual existing methods is learned through the use of a neural network. Finally, the individual criteria are combined together in order to increase the sea-ice discrimination accuracy. The proposed method is shown to provide an acceptable performance even on single-pass data, i.e., without requiring temporal averaging
UR - https://www.mendeley.com/catalogue/7f3d8195-d9ca-363b-a4f9-52b78e90ba03/
U2 - 10.4067/s0717-65382004000300021
DO - 10.4067/s0717-65382004000300021
M3 - Article
VL - 68
JO - Gayana (Concepción)
JF - Gayana (Concepción)
IS - 2
ER -