Philipp M. Maier

Hyperspectral Data and Machine Learning for Estimating CDOM, Chlorophyll a, Diatoms, Green Algae and Turbidity

Sina Keller, Philipp M. Maier, Felix M. Riese et al. · International Journal of Environmental Research and Public Health · 2018 · 106 citations · Full text

Deep Learning with WASI Simulation Data for Estimating Chlorophyll a Concentration of Inland Water Bodies

Philipp M. Maier, Sina Keller, Stefan Hinz · Remote Sensing · 2021 · 38 citations · Full text

Convolutional Neural Network, Environmental Monitoring, Machine Learning +18

ESTIMATING CHLOROPHYLL A CONCENTRATIONS OF SEVERAL INLAND WATERS WITH HYPERSPECTRAL DATA AND MACHINE LEARNING MODELS

Philipp M. Maier, Sina Keller · Repository KITopen (Karlsruhe Institute of Technology) · 2019 · 16 citations · Full text

Developing a machine learning framework for estimating soil moisture with VNIR hyperspectral data

Sina Keller, Felix M. Riese, Johanna Stötzer et al. · Repository KITopen (Karlsruhe Institute of Technology) · 2018 · 16 citations · Full text

INVESTIGATIONS ON THE POTENTIAL OF HYPERSPECTRAL AND SENTINEL-2 DATA FOR LAND-COVER / LAND-USE CLASSIFICATION

Martin Weinmann, Philipp M. Maier, Janine Florath et al. · ISPRS annals of the photogrammetry, remote sensing and spatial information sciences · 2018 · 15 citations · Full text

Environmental Monitoring, Engineering, Land Use +17