DroneKnowledge – Towards knowledge based export of small UAS remote sensing technology

DroneKnowledge T2

Machine learning estimators for the quantity and quality of grass swards used for silage production using drone-based imaging spectrometry and photogrammetry

Refereed scientific publications
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2020

Role of spatial data uncertainty in execution of precision farming operations

Refereed scientific publications
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2019

Assessment of RGB and Hyperspectral Uav Remote Sensing for Grass Quantity and Quality Estimation

Refereed scientific publications
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2019

Different Remote Sensing Data in Relative Biomass Determination and in Precision Fertilization Task Generation for Cereal Crops

Refereed scientific publications
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2019

Application of Drone-Based Maps in Planning Farm Operations for Sward Management in Silage Production

Other publications
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2018

Estimating Biomass and Nitrogen Amount of Barley and Grass Using UAV and Aircraft Based Spectral and Photogrammetric 3D Features

Refereed scientific publications
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2018

A Novel Machine Learning Method for Estimating Biomass of Grass Swards Using a Photogrammetric Canopy Height Model, Images and Vegetation Indices Captured by a Drone

Refereed scientific publications
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2018

OPTIMIZING RADIOMETRIC PROCESSING AND FEATURE EXTRACTION OF DRONE BASED HYPERSPECTRAL FRAME FORMAT IMAGERY FOR ESTIMATION OF YIELD QUANTITY AND QUALITY OF A GRASS SWARD

Refereed scientific publications
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2018

Visible, very near and short wave IR hyperspectral drone imaging system for agriculture and natural water applications

Refereed scientific publications
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2017

Applying Different Remote Sensing Data to Determine Relative Biomass Estimations of Cereals for Precision Fertilization Task Generation

Refereed scientific publications
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2017