A spectral signature is the specific pattern of reflectance or emittance of electromagnetic radiation from an object, which allows its identification and analysis in remote sensing. It is crucial for distinguishing between different materials or conditions in a scene, as each type of surface or material has a unique spectral signature across various wavelengths.