Multitemporal soil pattern analysis with multispectral remote sensing data at the field-scale

Gerald Blasch, Daniel Spengler, Christian Hohmann, Carsten Neumann, Sibylle Itzerott, Herrmann Kaufmann
2015 Computers and Electronics in Agriculture  
This research proposes a new model for the generation of basic soil information maps for precision agriculture based on multitemporal remote sensing data analysis and GIS spatial data modelling. It demonstrates (i) the potential of multitemporal soil pattern analysis (ii) to generate functional soil maps at field scale based on soil reflectance patterns and related soil properties and (iii) how to improve these soil maps based on the identification of static homogenous soil patterns by
more » ... temporal influences from the developed prediction model. Principal components and per-pixel analyses are used for the separation of static soil pattern from temporal reflectance pattern, influenced by (vital and senescent) vegetation and land management practices. The potential of the proposed algorithm is investigated using multitemporal multispectral RapidEye satellite imagery at a demonstration field "Borrentin" field in Northeast Germany.
doi:10.1016/j.compag.2015.01.012 fatcat:hxebkpm4jrgxrpkylmwa3puuwa