Title :
Monitoring the spatial distribution of high-resolution leaf area index using observations from DMC+4
Author :
Huiran, Jin ; Xin, Tao ; Wenjie, Fan ; Xiru, Xu ; Peijun, Li
Author_Institution :
Peking Univ., Beijing
Abstract :
Monitoring the sowing area and the crops growth are the two basic aspects of agricultural remote sensing. With the advantage of DMC+4 simultaneously providing mid-resolution multispectral image and high-resolution panchromatic image, we choose winter wheat as investigated object, establish a vegetation canopy radiation model on the consider of sun-target-sensor geometry and clumping effect to monitor the spatial distribution of the growth condition of winter wheat, and then validate the model through mathematical simulation and field experiment. The work indicates that the model and retrieval method used are available. The spatial scaling effect of LAI is to be further studied.
Keywords :
agriculture; atmospheric radiation; crops; vegetation mapping; DMC+4; agricultural remote sensing; clumping effect; crops growth; high-resolution leaf area index; high-resolution panchromatic image; mid-resolution multispectral image; sowing area; spatial distribution; sun-target-sensor geometry; vegetation canopy radiation model; winter wheat; Crops; Geographic Information Systems; Geometry; Information retrieval; Mathematical model; Multispectral imaging; Remote monitoring; Scattering; Solid modeling; Vegetation mapping; DMC+4; LAI spatial distribution; vegetation canopy radiation model;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2007. IGARSS 2007. IEEE International
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-1211-2
Electronic_ISBN :
978-1-4244-1212-9
DOI :
10.1109/IGARSS.2007.4423642