Estimating Aboveground Biomass and Nitrogen Concentration in Grasslands with Multispectral and Hyperspectral Satellite Data. Schucknecht, A., Reinermann, S., & Kiese, R. In Optica Sensing Congress 2023 (AIS, FTS, HISE, Sensors, ES), pages HM1C.2, Munich, 2023. Optica Publishing Group.
Estimating Aboveground Biomass and Nitrogen Concentration in Grasslands with Multispectral and Hyperspectral Satellite Data [link]Paper  doi  abstract   bibtex   
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.
@inproceedings{schucknecht_estimating_2023,
	address = {Munich},
	title = {Estimating {Aboveground} {Biomass} and {Nitrogen} {Concentration} in {Grasslands} with {Multispectral} and {Hyperspectral} {Satellite} {Data}},
	isbn = {978-1-957171-24-1},
	url = {https://opg.optica.org/abstract.cfm?URI=HMISE-2023-HM1C.2},
	doi = {10.1364/HMISE.2023.HM1C.2},
	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.},
	language = {en},
	urldate = {2024-11-15},
	booktitle = {Optica {Sensing} {Congress} 2023 ({AIS}, {FTS}, {HISE}, {Sensors}, {ES})},
	publisher = {Optica Publishing Group},
	author = {Schucknecht, Anne and Reinermann, Sophie and Kiese, Ralf},
	year = {2023},
	pages = {HM1C.2},
}

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