A method for performing data analysis for plant phenotyping of single plants in a field, comprising the steps of: - capturing spectral data via a hyperspectral imaging sensor (1.3), - capturing image data via an image sensor (1.2), wherein the image sensor is a color sensor for the selective detection and evaluation of the visible spectral range; - capturing high-resolution georeference data via an inertial measurement unit (1.1) comprising accelerate sensors and rotational speed sensors, the high-resolution georeference data comprising georeference coordinates; - spatializing the image data (2.1, 2.2) to generate georeferenced image data and a high-resolution digital surface model, wherein spatializing the image data comprises assigning spatial coordinates to the image data and spatially correcting the image data, whereby spatial information are assigned to individual image pixels, wherein the digital surface model includes height information describing an orientation and/or direction of growth of a plant and/or its leaves as well as a height of the plant, wherein generating the high-resolution digital surface model comprises: - multiple recording of an individual picture element by capturing the image data, and - combining said multiple recorded individual picture elements to a three dimensional image; - spatializing the spectral data (3.1, 3.2), - generating georeferenced spectral data from the spatialized spectral data using the high-resolution digital surface model; and - overlaying the georeferenced image data and the georeferenced spectral data with field plan information (4a, 4b) to generate a high-resolution analysis data set by using a merging algorithm, wherein the field is split into field pieces, wherein the field plan information comprise field information for defining field locations and field dimensions and comprises field piece information defining field piece locations and field piece dimensions, wherein the overlaying of the georeferenced image data and the georeferenced spectral data with the field plan information comprises an assignment of the field piece information according to the georeference coordinates, wherein said high-resolution analysis data set allows localizing single plants in the range of 10 cm around its real position. - capturing spectral data via a hyperspectral imaging sensor (1.3), - capturing image data via an image sensor (1.2), wherein the image sensor is a color sensor for the selective detection and evaluation of the visible spectral range; - capturing high-resolution georeference data via an inertial measurement unit (1.1) comprising accelerate sensors and rotational speed sensors, the high-resolution georeference data comprising georeference coordinates; - spatializing the image data (2.1, 2.2) to generate georeferenced image data and a high-resolution digital surface model, wherein spatializing the image data comprises assigning spatial coordinates to the image data and spatially correcting the image data, whereby spatial information are assigned to individual image pixels, wherein the digital surface model includes height information describing an orientation and/or direction of growth of a plant and/or its leaves as well as a height of the plant, wherein generating the high-resolution digital surface model comprises: - multiple recording of an individual picture element by capturing the image data, and - combining said multiple recorded individual picture elements to a three dimensional image; - multiple recording of an individual picture element by capturing the image data, and - combining said multiple recorded individual picture elements to a three dimensional image; - spatializing the spectral data (3.1, 3.2), - generating georeferenced spectral data from the spatialized spectral data using the high-resolution digital surface model; and - overlaying the georeferenced image data and the georeferenced spectral data with field plan information (4a, 4b) to generate a high-resolution analysis data set by using a merging algorithm, wherein the field is split into field pieces, wherein the field plan information comprise field information for defining field locations and field dimensions and comprises field piece information defining field piece locations and field piece dimensions, wherein the overlaying of the georeferenced image data and the georeferenced spectral data with the field plan information comprises an assignment of the field piece information according to the georeference coordinates, wherein said high-resolution analysis data set allows localizing single plants in the range of 10 cm around its real position.