我们的工程白皮书系列详细记录了各项分析解决方案背后的数学推导、辐射传输物理机制与地面实测定标验证结果。
This paper establishes the rigorous mathematical foundation for orbital continuum removal and non-negative least squares library unmixing against a public laboratory spectral library. Blind cross-validation against ground-truth field spectroscopy is reported in the paper, without reliance on black-box heuristics.
Applied orbital spectroscopy for geothermal alteration cap mapping, microseepage identification, and pipeline corridor terrain stability. We demonstrate how narrow SWIR ammonium illite signatures and thermal inertia anomalies pinpoint blind hydrothermal reservoirs without destructive surface disruption.
Quantitative bio-optical inversion for inland water monitoring, resolving phycocyanin absorption features (620 nm), chlorophyll-a absorption (665 nm), and total suspended matter scattering across complex Case-2 inland water bodies.
Sub-pixel spectral unmixing and radiative transfer modeling of forest canopy biophysical variables, quantifying Equivalent Water Thickness (EWT), chlorophyll red-edge inflection shifts, and selective timber harvesting disturbance.
Orbital shortwave infrared characterisation of agricultural soils, extracting the Cellulose Absorption Index (CAI) for crop residue cover, clay mineral composition, and soil organic carbon (SOC) baseline proxies across bare soil windows.
Every Applied Spectroscopy Paper maps directly to operational algorithms in our Analytics Catalogue.
