Tag: random forest

Plant species’ spectral emissivity and temperature using the hyperspectral thermal emission spectrometer (HyTES) sensor

Abstract: The thermal domain (TIR; 2.5–15 μm) delivers unique measurements of plant characteristics that are not possible in other parts of the electromagnetic spectrum. However, these TIR measurements have largely been restricted to laboratory leaf level or coarse spatial resolutions… Read More

A fully learnable context-driven object-based model for mapping land cover using multi-view data from unmanned aircraft systems

Abstract: Context information is rarely used in the object-based landcover classification. Previous models that attempted to utilize this information usually required the user to input empirical values for critical model parameters, leading to less optimal performance. Multi-view image information is… Read More