Research

Paper summaries and short previews with links to the full articles. Notes are authored in Typst and rendered with selectable text.

The limited effect of deforestation on stabilized subsoil organic carbon in a subtropical catchment

By Müller C.R., Six J., Brosens L., Baumann P., Minella J.P.G., Govers G., Van de Broek M.

#{soil-science}#{carbon}#{land-use}

Full article

Soil spectroscopy with the Gaussian pyramid scale space

By Behrens T., Viscarra Rossel R.A., Ramírez-López L., Baumann P.

#{soil-science}#{spectroscopy}#{machine-learning}

Full article

Deep transfer learning of global spectra for local soil carbon monitoring

By Shen Z., Ramirez-Lopez L., Behrens T., Cui L., Zhang M., Walden L., Wetterlind J., Shi Z., Sudduth K.A., Baumann P., Song Y., Catambay K., Viscarra Rossel R.A.

#{soil-science}#{spectroscopy}#{machine-learning}

Full article

Modelling soil water retention and water-holding capacity with visible–near-infrared spectra and machine learning

By Baumann P., Lee J., Behrens T., Biswas A., Six J., McLachlan G., Viscarra Rossel R.A.

#{soil-science}#{spectroscopy}#{machine-learning}

Full article

Die Schweizer Bestimmungsmethoden für pflanzenverfügbare Gehalte an Phosphor, Kalium, Magnesium und Calcium im Boden

By Hirte J., Liebisch F., Heller O., Weisskopf P., Weyermann I., Baumann P., Keller A., Bürge D.

#{soil-science}#{nutrients}#{methods}

Full article

Estimation of soil properties with mid-infrared soil spectroscopy across yam production landscapes in West Africa

By Baumann P., Lee J., Frossard E., Schönholzer L.P., Diby L., Hgaza V.K., Kiba D.I., Sila A., Sheperd K., Six J.

#{soil-science}#{spectroscopy}#{machine-learning}

Full article

The central African soil spectral library: a new soil infrared repository and a geographical prediction analysis

By Summerauer L., Baumann P., Ramirez-Lopez L., Barthel M., Bauters M., Bukombe B., Reichenbach M., Boeckx P., Kearsley E., Van Oost K., Vanlauwe B., Chiragaga D., Heri-Kazi A.B., Moonen P., Sila A., Shepherd K., Bazirake Mujinya B., Van Ranst E., Baert G., Doetterl S., Six J.

#{soil-science}#{spectroscopy}#{machine-learning}

Full article

Developing the Swiss mid-infrared soil spectral library for local estimation and monitoring

By Baumann P., Helfenstein A., Gubler A., Keller A., Meuli R.G., Wächter D., Lee J., Viscarra Rossel R., Six J.

#{soil-science}#{spectroscopy}#{machine-learning}

Full article

Quantifying soil carbon in temperate peatlands using a mid-IR soil spectral library

By Helfenstein A., Baumann P., Viscarra Rossel R., Gubler A., Oechslin S., Six J.

#{soil-science}#{spectroscopy}#{machine-learning}

Full article