2.2. MARMIT-2 — Soil Optical Properties

MARMIT-2 simulates the spectral reflectance of moist soils from 400 to 2400 nm. The model describes the soil surface as a mixture of dry soil areas and areas covered by a thin water film, whose thickness L and fractional coverage ε control the darkening effect of moisture.

Parameter Symbol Unit Description
Soil sample – – Dry soil reflectance spectrum (Bablet 2016 database)
Water thickness L cm Thickness of the water layer (0 = dry)
Wet fraction eps 0–1 Fraction of surface covered by water film
Particle fraction d_i 0–1 Volume fraction of soil particles in the water (0.005)

Effect of moisture: - Increasing L deepens water absorption bands (970, 1200, 1450 nm) - Increasing eps lowers overall reflectance uniformly - eps = 0 returns the dry soil spectrum unchanged - The nonlinear mixing exponent (2.27) accounts for partial wetting geometry

2.2.1. XL Usage

import de.grogra.rtmodelslibrary.*;

// Preset
double[][] rm = Marmit2.compute(Marmit2Preset.MOIST_LOAM);

// Explicit parameters (soil index 0 = first soil in Bablet 2016)
double[][] rm = Marmit2.compute(
    0,     // soilIndex (see SpectralData.soilNames())
    0.005, // L   water layer thickness (cm)
    0.7,   // eps wet surface fraction (0–1)
    0.005  // d_i soil particle volume fraction
);

// Restrict to visible range only
double[][] vis = Marmit2.compute(Marmit2Preset.MOIST_LOAM, 400, 700);

// Access result
double refl680 = rm[280][1];  // wet soil reflectance at 680 nm

// Extract individual arrays
double[] wl   = Marmit2.getWavelengths(rm);
double[] refl = Marmit2.getReflectance(rm);

// Build spectral curve directly from double arrays
IrregularSpectralCurve soilCurve = new IrregularSpectralCurve(wl, refl);

2.2.2. Reference

Dupiau, A., Jacquemoud, S., Briottet, X., et al. (2022). MARMIT-2: A new version of the MARMIT radiative transfer model to simulate soil reflectance and soil moisture content in the solar domain. Remote Sensing of Environment, 272:112951.