Relationships of S-Band Radar Backscatter and Forest Aboveground Biomass in Different Forest Types

被引:25
|
作者
Ningthoujam, Ramesh K. [1 ,2 ]
Balzter, Heiko [1 ,3 ]
Tansey, Kevin [1 ]
Feldpausch, Ted R. [4 ]
Mitchard, Edward T. A. [5 ]
Wani, Akhlaq A. [6 ]
Joshi, Pawan K. [7 ]
机构
[1] Univ Leicester, Sch Geog Geol & Environm, Ctr Landscape & Climate Res, Leicester LE1 7RH, Leics, England
[2] Imperial Coll London, Dept Life Sci, Silwood Pk Campus,Buckhurst Rd, Ascot SL5 7PY, Berks, England
[3] Univ Leicester, NCEO, Leicester LE1 7RH, Leics, England
[4] Univ Exeter, Geog, Coll Life & Environm Sci, Exeter EX4 4RJ, Devon, England
[5] Univ Edinburgh, Sch Geosci, Edinburgh EH9 3FF, Midlothian, Scotland
[6] Sher E Kashmir Univ Agr Sci & Technol Kashmir, Fac Forestry, Benhama Ganderbal 191201, J&K, India
[7] Jawaharlal Nehru Univ, Sch Environm Sci, New Delhi 110067, India
关键词
forest aboveground biomass; MIMICS-I model; AirSAR S-band SAR; temperate; tropics; CARBON STOCKS; SAR; VEGETATION; CLASSIFICATION; ALLOMETRY; MODEL;
D O I
10.3390/rs9111116
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Synthetic Aperture Radar (SAR) signals respond to the interactions of microwaves with vegetation canopy scatterers that collectively characterise forest structure. The sensitivity of S-band (7.5-15 cm) backscatter to the different forest types (broadleaved, needleleaved) with varying aboveground biomass (AGB) across temperate (mixed, needleleaved) and tropical (broadleaved, woody savanna, secondary) forests is less well understood. In this study, Michigan Microwave Canopy Scattering (MIMICS-I) radiative transfer model simulations showed strong volume scattering returns from S-band SAR for broadleaved canopies caused by ground/trunk interactions. A general relationship between AirSAR S-band measurements and MIMICS-I simulated radar backscatter with forest AGB up to nearly 100 t/ha in broadleaved forest in the UK was found. Simulated S-band backscatter-biomass relationships suggest increasing backscatter sensitivity to forest biomass with a saturation level close to 100 t/ha and errors between 37 t/ha and 44 t/ha for HV and VV polarisations for tropical ecosystems. In the near future, satellite SAR-derived forest biomass from P-band BIOMASS mission and L-band ALOS-2 PALSAR-2 in combination with S-band UK NovaSAR-S and the joint NASA-ISRO NISAR sensors will provide better quantification of large-scale forest AGB at varying sensitivity levels across primary and secondary forests and woody savannas.
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页数:17
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