Essays about: "Lasse Harkort"
Found 1 essay containing the words Lasse Harkort.
1. Estimation of dissolved organic carbon from inland waters using remote sensing data and machine learningUniversity essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap
Abstract : This thesis presents the first attempt to estimate Dissolved Organic Carbon (DOC) in inland waters over a large-scale area using satellite data and machine learning (ML) methods. Four ML approaches, namely Random Forest Regression (RFR), Support Vector Regression (SVR), Gaussian Process Regression (GPR), and a Multilayer Backpropagation Neural Network (MBPNN) were tested to retrieve DOC using a filtered version of the recently published open source AquaSat dataset with more than 16 thousand samples across the continental US matched with satellite data from Landsat 5, 7 and 8 missions. READ MORE