G. Satalino, G. Pasquariello, F. Mattia, T. Le Toan, M. Davidson, M. Borgeaud
{"title":"The potential of multi angle C-band SAR data for soil moisture retrieval","authors":"G. Satalino, G. Pasquariello, F. Mattia, T. Le Toan, M. Davidson, M. Borgeaud","doi":"10.1109/IGARSS.1999.774552","DOIUrl":null,"url":null,"abstract":"A retrieval algorithm to estimate soil moisture content from C-band SAR data is presented. The algorithm consists of a neural network trained with simulated data obtained by exploiting the LEM model. The algorithm performances are assessed as a function of current and future SAR configurations by using both experimental and simulated data.","PeriodicalId":169541,"journal":{"name":"IEEE 1999 International Geoscience and Remote Sensing Symposium. IGARSS'99 (Cat. No.99CH36293)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1999-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE 1999 International Geoscience and Remote Sensing Symposium. IGARSS'99 (Cat. No.99CH36293)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IGARSS.1999.774552","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
A retrieval algorithm to estimate soil moisture content from C-band SAR data is presented. The algorithm consists of a neural network trained with simulated data obtained by exploiting the LEM model. The algorithm performances are assessed as a function of current and future SAR configurations by using both experimental and simulated data.