Unmanned Aerial System (UAS)-based phenotyping of soybean using multi-sensor data fusion and extreme learning machine - Maimaitijiang, Maitiniyazi; Ghulam, Abduwasit; Sidike, Paheding; Hartling, Sean; Maimaitiyiming, Matthew; Peterson, Kyle; Shavers, Ethan; Fishman, Jack; Peterson, Jim; Kadam, Suhas; Burken, Joel; Fritschi, Felix (ISPRS journal of photogrammetry and remote sensing, 2017)
Keywords: algorithms; artificial intelligence; biomass; chlorophyll; color; data collection; Data Fusion; Extreme Learning Machine (ELM); Extreme Learning Machine based Regression (ELR); Glycine max; growing season; leaf area index; least squares; Missouri; nitrogen; nitrogen content; phenotype; Phenotyping; plant stress; precision agriculture; Remote sensing; satellites; soybeans; Unmanned Aerial System (UAS); vegetation; Missouri; Unmanned Aerial System (UAS); Data Fusion; Remote sensing; Phenotyping; Extreme Learning Machine (ELM); Extreme Learning Machine based Regression (ELR)