Title :
Validation of MODIS global LAI products in forested terrain
Author :
Huaan Jin ; Ainong Li ; Jinhu Bian ; Guangbin Lei ; Jianbo Tan ; Haoming Xia
Author_Institution :
Inst. of Mountain Hazards & Environ., Chengdu, China
Abstract :
The leaf area index is one of key parameters for ecosystem monitoring, global carbon circulation and climate change. At present leaf area index is routinely available from Earth Observation (EO) instruments such as MODIS. However MODIS-derived estimates of LAI require validation before they are utilised by the ecosystem modelling community. The paper presents a validation of the MODIS LAI collection 5 product over forested terrain in Xishuangbanna, southwest China, based on field measurements which are upscaled using high resolution HJ image. Results suggest that the MODIS LAI product has an accuracy with R2 of 0.35 and RMSE of 0.61 m2/m2, and overestimates values in the high LAI broadleaf forest (where LAI>3.5 m2/m2). Further validation efforts must be carried out over the study area for an assessment of the MODIS LAI in order to improve its accuracy.
Keywords :
ecology; environmental monitoring (geophysics); radiometry; vegetation mapping; Earth Observation instruments; MODIS LAI assessment; MODIS LAI collection 5 product; MODIS global LAI product validation; MODIS-derived estimate; RMSE; Xishuangbanna; climate change; ecosystem modelling community; ecosystem monitoring; field measurement; forested terrain; global carbon circulation; high LAI broadleaf forest; high resolution HJ image; leaf area index; southwest China; Indexes; MODIS; Remote sensing; Rubber; Spatial resolution; Vegetation mapping; HJ-1 CCD; Leaf area index; MODIS; forested terrain; validation;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
Conference_Location :
Quebec City, QC
DOI :
10.1109/IGARSS.2014.6947121