LAI estimation of agricultural crops from optical data at different spatial resolution

Author

Satalino, G. ; Mattia, F. ; Ruggieri, S. ; Rinaldi, M.

Author_Institution

Ist. di Studi sui Sist. Intelligenti per l´´Autom., ISSIA-CNR, Bari, Italy

Volume

4

fYear

2009

fDate

12-17 July 2009

Abstract

In this study, LAI maps derived from SPOT and MERIS data have been compared. The analysis has been conducted over an agricultural site located in Southern Italy, where temporal series of ground and SPOT and MERIS data have been acquired during the 2006-2008 growing seasons. LAI retrieved from SPOT data has been firstly validated by using in situ measurements. Then, LAI derived from SPOT and MERIS over large fields of wheat, sugar beet and tomato has been compared. Results show that LAI retrieved from MERIS data is underestimated as compared with LAI retrieved from SPOT data. However, for wheat and beet crops, the root mean square error for LAI-MERIS tested over a large number of fields is about 1 m²/m², whereas is higher for tomato crop.

Keywords

crops; geophysical techniques; remote sensing; AD 2006 to 2008; LAI estimation; MERIS data; SPOT data; Southern Italy; agricultural crops; optical data; spatial resolution; sugar beet fields; tomato fields; wheat fields; Biomedical optical imaging; Crops; Information retrieval; Optical sensors; Remote sensing; Soil measurements; Spatial resolution; Sugar industry; Surfaces; Vegetation mapping; LAI; MERIS; Multi-temporal Classification; Optical data; SPOT; Spatial resolution;

fLanguage

English

Publisher

ieee

Conference_Titel

Geoscience and Remote Sensing Symposium,2009 IEEE International,IGARSS 2009

Conference_Location

Cape Town

Print_ISBN

978-1-4244-3394-0

Electronic_ISBN

978-1-4244-3395-7

Type

conf

DOI

10.1109/IGARSS.2009.5417497

Filename

5417497