Multi-scale digital soil mapping with deep learning
Author:
Funder
Deutsche Forschungsgemeinschaft
Publisher
Springer Science and Business Media LLC
Subject
Multidisciplinary
Link
http://www.nature.com/articles/s41598-018-33516-6.pdf
Reference59 articles.
1. MacMillan, R., Jones, R. & McNabb, D. H. Defining a hierarchy of spatial entities for environmental analysis and modeling using digital elevation models (dems). Comput. Environ. Urban Syst. 28, 175–200, https://doi.org/10.1016/S0198-9715(03)00019-X GIS for Environmental Modeling (2004).
2. Behrens, T., Schmidt, K., Zhu, A. X. & Scholten, T. The conmap approach for terrain-based digital soil mapping. Eur. J. Soil Sci. 61, 133–143 (2010).
3. Kerry, R. & Oliver, M. A. Soil geomorphology: Identifying relations between the scale of spatial variation and soil processes using the variogram. Geomorphol. 130, 40–54, https://doi.org/10.1016/j.geomorph.2010.10.002 Scale Issues in Geomorphology (2011).
4. Behrens, T. et al. Hyper-scale digital soil mapping and soil formation analysis. Geoderma 213, 578–588 (2014).
5. Grinand, C., Arrouays, D., Laroche, B. & Martin, M. P. Extrapolating regional soil land-scapes from an existing soil map: sampling intensity, validation procedures and integration of spatial context. Geoderma 143, 180–190 (2008).
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