DocumentCode
2680215
Title
Application of Microwave Data for Agriculture Area
Author
Dabrowska-Zielinska, K. ; Budzynska, M. ; Kowalik, W. ; Inoue, Y.
Author_Institution
Inst. of Geodesy & Cartography, Warsaw
Volume
2
fYear
2008
fDate
7-11 July 2008
Abstract
The study was carried out for agricultural area in Poland for the years 2003-2007. The aim of the project was to examine the impact of soil-vegetation parameters on backscatter calculated from ENVISAT.ASAR under various polarizations and incidence angles. The extensive field measurements have been carried out simultaneously to satellite overpasses. Additionally to microwave acquisitions the optical data from TERRA.ASTER satellite have been used to distinguish different crop types. There has been applied two approaches: (1) for each of the class the equations for calculation of LAI and soil moisture from microwave data have been derived using statistical analyses, and the maps of LAI and soil moisture have been presented; (2) the semi empirical water-cloud model has been applied to describe the contribution of soil moisture and winter wheat descriptor as LAI on backscattering coefficient. The results show that presented methods can be implemented into monitoring of crop growth.
Keywords
agriculture; crops; image classification; moisture; remote sensing; soil; AD 2003 to 2007; ENVISAT ASAR; LAI; Poland; TERRA ASTER satellite; agricultural area; backscattering coefficient; crop growth monitoring; crop types; incidence angles; microwave acquisitions; optical data; polarizations; semi empirical water-cloud model; soil moisture; soil-vegetation parameters; statistical analyses; winter wheat; Agriculture; Backscatter; Crops; Equations; Monitoring; Optical polarization; Satellites; Soil measurements; Soil moisture; Statistical analysis; ENVISAT.ASAR; LAI; TERRA.ASTER; soil moisture; water-cloud model;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International
Conference_Location
Boston, MA
Print_ISBN
978-1-4244-2807-6
Electronic_ISBN
978-1-4244-2808-3
Type
conf
DOI
10.1109/IGARSS.2008.4779121
Filename
4779121
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