Estimating Aboveground Biomass and Nitrogen Concentration in Grasslands with Multispectral and Hyperspectral Satellite Data

Anne Schucknecht; Sophie Reinermann; Ralf Kiese

doi:10.1364/HMISE.2023.HM1C.2

Optica Sensing Congress 2023 (AIS, FTS, HISE, Sensors, ES)
Technical Digest Series (Optica Publishing Group, 2023),
paper HM1C.2
•https://doi.org/10.1364/HMISE.2023.HM1C.2

Estimating Aboveground Biomass and Nitrogen Concentration in Grasslands with Multispectral and Hyperspectral Satellite Data

Anne Schucknecht, Sophie Reinermann, and Ralf Kiese

Hyperspectral/Multispectral Imaging and Sounding of the Environment 2023

Munich Germany
30 July–3 August 2023
ISBN: 978-1-957171-24-1

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Terrestrial Remote Sensing I (HM1C)

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A. Schucknecht, S. Reinermann, and R. Kiese, "Estimating Aboveground Biomass and Nitrogen Concentration in Grasslands with Multispectral and Hyperspectral Satellite Data," in Optica Sensing Congress 2023 (AIS, FTS, HISE, Sensors, ES), Technical Digest Series (Optica Publishing Group, 2023), paper HM1C.2.

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Abstract

Spatial information on grassland biomass and nitrogen concentration are important for precision agriculture. We compare machine learning with hybrid models to estimate both parameters with Sentinel-2 data, and test hybrid models with hyperspectral EnMAP data.

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