Publications internationales Archive - Centre de compétences sur les sols

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Publications internationales

2024 – Stumpf F., Behrens T., Schmidt K., Keller A.: Exploiting Soil and Remote Sensing Data Archives for 3D Mapping of Multiple Soil Properties at the Swiss National Scale. Remote Sens. 2024, 16, 2712.

2024 – Viscarra Rossel, R., Shen, Z., Ramirez Lopez, L., Behrens, T., Shi, Z., Wetterlind, J., Sudduth, K., Stenberg, Bo., Guerrero, C., Gholizadeh, A., Ben-Dor, E., St Luce, M., Orellano, C. An imperative for soil spectroscopic modelling is to think global but fit local with transfer learning.

2022 – Behrens, T., Viscarra Rossel, R. A., Ramirez-Lopez, L., Baumann, P. Soil spectroscopy with the Gaussian pyramid scale space. Geoderma 426(5):116095.

2022 – Rentschler, T., Bartelheim, M., Behrens, T., Díaz-Zorita Bonilla, M., Teuber, S., Scholten, T., Schmidt, K. Contextual spatial modelling in the horizontal and vertical domains. Sci Rep 12, 9496.

2022 – Baumann, P., Lee, J., Behrens, T., Biswas, A., Six, J., McLachlan, G., Viscarra Rossel, R. A. Modelling soil water retention and water-holding capacity with visible–near-infrared spectra and machine learning. European Journal of Soil Science, 73( 2), e13220

Baumann, P., Helfenstein, A., Gubler, A., Keller, A., Meuli, R. G., Wächter, D., Lee, J., Viscarra Rossel, R., & Six, J. (2021). Developing the swiss mid-infrared soil spectral library for local estimation and monitoring. Soil, 7, 525–546.

On the interpretability of predictors in spatial data science: the information horizon

Gries, P., Schmidt, K., Scholten, T. & Kühn, P. (2020) „Regional and local scale variations in soil organic carbon stocks in West Greenland“, Journal of Plant Nutrition and Soil Science, Vol. 183, No. 3, S. 292–305.

Rentschler, T., Werban, U., Ahner, M., Behrens, T., Gries, P., Scholten, T., Teuber, S. & Schmidt, K. (2020) „3D mapping of soil organic carbon content and soil moisture with multiple geophysical sensors and machine learning“, Vadose Zone Journal, Vol. 19, No. 1.

Stumpf F., Schneider M. K., Keller A., Mayr A., Rentschler T., Meuli R. G., Schaepmann M., Liebisch F. (2020). Spatial monitoring of grassland management using multi-temporal satellite imagery. Ecological Indicators, 113, (Article number 106201), 2020, 1-12.

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