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Biomass estimation in a tropical wet forest using Fourier transforms of profiles from lidar or interferometric SAR

机译:使用激光雷达或干涉SAR剖面的傅里叶变换对热带湿林中的生物量进行估算

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摘要

Tropical forest biomass estimation based on the structure of the canopy is a burgeoning and crucial remote sensing capability for balancing terrestrial carbon budgets. This paper introduces a new approach to structural biomass estimation based on the Fourier transform of vertical profiles from lidar or interferometric SAR (InSAR). Airborne and field data were used from 28 tropical wet forest stands at La Selva Biological Station, Costa Rica, with average biomass of 229 Mg-ha−1. RMS scatters of remote sensing biomass estimates about field measurements were 58.3 Mg-ha−1, 21%, and 76.1 Mg-ha−1, 26%, for lidar and InSAR, respectively. Using mean forest height, the RMS scatter was 97 Mg-ha−1, ≈34% for both lidar and InSAR. The confidence that Fourier transforms are a significant improvement over height was >99% for lidar and ≈90% for InSAR. Lidar Fourier transforms determined the useful range of vertical wavelengths to be 14 m to 100 m.
机译:基于冠层结构的热带森林生物量估算是一种新兴的,至关重要的遥感能力,可用于平衡陆地碳预算。本文介绍了一种基于激光雷达或干涉SAR(InSAR)垂直剖面的傅立叶变换的结构生物量估计的新方法。空中和现场数据来自哥斯达黎加拉塞尔瓦生物站的28个热带湿林林分,平均生物量为229 Mg-ha-1。对于激光雷达和InSAR,关于现场测量的遥感生物量估计值的RMS散射分别为58.3 Mg-ha-1、21%和76.1 Mg-ha-1、26%。使用平均森林高度,激光雷达和InSAR的RMS散射为97 Mg-ha-1,≈34%。对于激光雷达,Fourier变换对高度有显着改善的置信度为> 99%,对于InSAR为≈90%。激光雷达傅立叶变换确定垂直波长的有用范围为14 m至100 m。

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