Title :
The Multi-Angular and Multi-Band model for BRDF and albedo retrieval
Author :
Baocheng Dou ; Jianguang Wen ; Qiang Liu ; Changkui Sun ; Jian Shi ; Yong Tang ; Nanfeng Liu
Author_Institution :
State Key Lab. of Remote Sensing Sci., Beijing Normal Univ., Beijing, China
Abstract :
Land surface albedo is critical in earth radiation budget and global climate monitoring. At present, models and algorithms for land-surface albedo retrieval from diverse satellites have been well developed. However, limited sampling angles from mono-sensor and coarse temporal resolution restrict the further promotion and application of albedo. Multi-sensor observations offer more information of land surface anisotropy and result in multi-angular, multi-spectral, high temporal resolution measurements. Modeling BRDF and albedo with multi-sensor data presents a unique opportunity to improve the temporal resolution and recover the consistency of surface albedo. This paper proposes a novel Multi-Angular and Multi-Band inversion model for BRDF and albedo retrieval with multiple sensors. The preliminary result based on MODIS and AVHRR band reflectance indicates that the model could obtain higher temporal resolution albedo with the same or even higher accuracy when compared with MCD43B3 albedo product.
Keywords :
albedo; atmospheric radiation; climatology; geophysical techniques; sensor fusion; AVHRR band reflectance; BRDF; MCD43B3 albedo product; MODIS band reflectance; coarse temporal resolution albedo; earth radiation budget; global climate monitoring; land surface anisotropy; land-surface albedo retrieval; monosensor; multiangular multiband inversion model; multiangular multispectral high temporal resolution measurements; multisensor observations; sampling angles; Land surface; MODIS; Reflectivity; Remote sensing; Sensors; Snow; Standards; BRDF; albedo; kernel-driven model; multi-sensor;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4799-1114-1
DOI :
10.1109/IGARSS.2013.6723468