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Maria Knadel

Aarhus University

Department of Biology

Section for Microbiology

Aarhus C, 8000

Denmark

  • Aarhus University

SCHOLARLY PAPERS

2

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106

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0

Scholarly Papers (2)

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1.

High-resolution mapping of compressed vis-NIR topsoil spectral data for Denmark

Number of pages: 32 Posted: 18 Mar 2026
Joan Gutierrez, Mogens Humlekrog Greve, Lucas de Carvalho Gomes, Anders Bjørn Møller, Anne-Cathrine Storgaard Danielsen, Peter Lystbæk Weber, Charles Pesch, Maria Knadel, Deividas Mikstas, Amélie M. Beucher, Marzieh Zaresourmanabad, Per Moldrup, David A. Robinson, Lis Wollesen de Jonge and Sarem Norouzi
Aarhus University, Aarhus University, Aarhus University, Aarhus University, Aarhus University, Aarhus University, Aarhus University, Aarhus University, Aarhus University, Aarhus University, Aarhus University, Aalborg University, UK Centre for Ecology & Hydrology, Aarhus University and Aarhus University
Downloads 62 (1,145,425)

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soil spectroscopy, Machine Learning, Environmental layers, Predictive modelling, Soil-landscape modelling, soil health

2.

Soil Spectral Compression: A Comparative Analysis of Classical and Deep Learning Methods

Number of pages: 31 Posted: 03 Jun 2026
Sarem Norouzi, Lis Wollesen de Jonge, Marzieh Zaresourmanabad, Maria Knadel, Anne-Cathrine Storgaard Danielsen, Deividas Mikstas, David A. Robinson, Lucas de Carvalho Gomes, Peter Lystbæk Weber, Per Moldrup, Mogens Humlekrog Greve and Joan Gutierrez
Aarhus University, Aarhus University, Aarhus University, Aarhus University, Aarhus University, Aarhus University, UK Centre for Ecology & Hydrology, Aarhus University, Aarhus University, Aalborg University, Aarhus University and Aarhus University
Downloads 44 (1,584,314)

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Soil spectroscopy, vis–NIR reflectance, Autoencoders, Dimensionality reduction, Spectral reconstruction