Determination of green aboveground biomass in desert steppe using litter-soil-adjusted vegetation index

被引:33
|
作者
Ren, Hongrui [1 ]
Zhou, Guangsheng [2 ,3 ]
机构
[1] Taiyuan Univ Technol, Coll Min Engn, Dept Sci & Technol Surveying & Mapping, Taiyuan 030024, Shanxi, Peoples R China
[2] Chinese Acad Meteorol Sci, Beijing 100081, Peoples R China
[3] Chinese Acad Sci, Inst Bot, State Key Lab Vegetat & Environm Change, Beijing 100093, Peoples R China
基金
中国国家自然科学基金;
关键词
Green aboveground biomass; desert steppe; field spectrometry; litter-soil-adjusted vegetation indices; cellulose absorption index; NET PRIMARY PRODUCTIVITY; CROP RESIDUE COVER; GRASSLAND ECOSYSTEMS; LANDSAT TM; REFLECTANCE; IMAGES; CHINA; AREA;
D O I
10.5721/EuJRS20144734
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
Accurate estimation of green aboveground biomass in arid and semiarid grassland is essential for a variety of studies, such as sustainable grassland management, fire risk assessment, climate change, and environmental degradation. A great need exists for the establishment of robust method for estimating green aboveground biomass in arid and semiarid grassland due to the influences of soil background and litter. In the study, a new index (litter-soil-adjusted vegetation index, L-SAVI) was proposed to estimate green aboveground biomass in arid and semiarid grassland. The L-SAVI was also evaluated based on biomass and spectra in situ measurements in the desert steppe of Inner Mongolia. Results showed that, the performance of the new index was better than that of NDVI (normalized difference vegetation index), SAVI (soil-adjusted vegetation index), MSAVI (modified soil-adjusted vegetation index), OSAVI (optimised soil-adjusted vegetation index), TSAVI (transformed soil-adjusted vegetation index), ATSAVI (adjusted transformed soil-adjusted vegetation index), PVI (perpendicular vegetation index), GSAVI (green-adjusted vegetation index), and L-ATSAVI (litter-corrected ATSAVI) in our study site. The logic behind the L-SAVI was to enable the SAVI to be less sensitive to litter by incorporating the CAI (cellulose absorption index) in the SAVI. In conclusion, the L-SAVI is a suitable predictor for complementing existing vegetation indices on green aboveground biomass estimation in arid and semiarid grassland.
引用
收藏
页码:611 / 625
页数:15
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