List of works by Thorsten Behrens

A method to generate soilscapes from soil maps

An approach to computing topographic wetness index based on maximum downslope gradient

Analysis on pedodiversity and spatial subset representativity-the German soil map 1:1,000,000

article

Applicability of ground-penetrating radar as a tool for nondestructive soil-depth mapping on Pleistocene periglacial slope deposits

Approximation and spatial regionalization of rainfall erosivity based on sparse data in a mountainous catchment of the Yangtze River in Central China

scientific article

Assessing the USLE crop and management factor C for soil erosion modeling in a large mountainous watershed in Central China

article

Assessment of geo-hazards in a rapidly changing landscape: the three Gorges Reservoir Region in China

article

Comparison of catchment scale 3D and 2.5D modelling of soil organic carbon stocks in Jiangxi Province, PR China

scientific article published on 20 August 2019

Deep transfer learning of global spectra for local soil carbon monitoring

scientific article published in 2022

Degradation of cultivated bench terraces in the Three Gorges Area: Field mapping and data mining

scientific article published in 2013

Digital soil mapping in Germany—a review

article

Digital soil mapping using artificial neural networks

scholarly article by Thorsten Behrens et al published February 2005 in Journal of Plant Nutrition and Soil Science

Editorial

Environmental controls of soil fungal abundance and diversity in Australia's diverse ecosystems

scientific article published in 2022

Hyper-scale digital soil mapping and soil formation analysis

scholarly article

Impacts of species richness on productivity in a large-scale subtropical forest experiment

scientific article

Impacts of species richness on productivity in a large-scale subtropical forest experiment

scientific article published in Science

Incorporating limited field operability and legacy soil samples in a hypercube sampling design for digital soil mapping

Instance selection and classification tree analysis for large spatial datasets in digital soil mapping

article by Karsten Schmidt et al published July 2008 in Geoderma

Multi-scale digital soil mapping with deep learning

scientific article published in Scientific Reports

Multi-scale digital terrain analysis and feature selection for digital soil mapping

scholarly article

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

scientific article published on 07 October 2020

Predicting reference soil groups using legacy data: A data pruning and Random Forest approach for tropical environment (Dano catchment, Burkina Faso).

scientific article published on 2 July 2018

Sampling optimal calibration sets in soil infrared spectroscopy

scholarly article

Soil spectroscopy with the Gaussian pyramid scale space

scientific article published in 2022

Spatial and Temporal Dynamics of Hillslope-Scale Soil Moisture Patterns: Characteristic States and Transition Mechanisms

article

Strong positive biodiversity-productivity relationships in a subtropical forest experiment

Test of statistical means for the extrapolation of soil depth point information using overlays of spatial environmental data and bootstrapping techniques

The relevant range of scales for multi-scale contextual spatial modelling

scientific article published on 15 October 2019

The spectrum-based learner: A new local approach for modeling soil vis–NIR spectra of complex datasets

scholarly article

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