Tag: random forest
Plant species’ spectral emissivity and temperature using the hyperspectral thermal emission spectrometer (HyTES) sensor
August 12, 2019Abstract: 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 due to the lack of suitable data from airborne and spaceborne instruments. The airborne Hyperspectral […]
Read more: Plant species’ spectral emissivity and temperature using the hyperspectral thermal emission spectrometer (HyTES) sensor »A fully learnable context-driven object-based model for mapping land cover using multi-view data from unmanned aircraft systems
July 13, 2018Abstract: 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 useful for improving classification accuracy, but the methods to assimilate multi-view information to make it […]
Read more: A fully learnable context-driven object-based model for mapping land cover using multi-view data from unmanned aircraft systems »