Christoph Reudenbach

Improving performance of spatio-temporal machine learning models using forward feature selection and target-oriented validation

Hanna Meyer, Christoph Reudenbach, Tomislav Hengl et al. · Environmental Modelling & Software · 2017 · 470 citations

Engineering, Machine Learning, Data Science +9

Importance of spatial predictor variable selection in machine learning applications – Moving from data reproduction to spatial prediction

Hanna Meyer, Christoph Reudenbach, Stephan Wöllauer · Ecological Modelling · 2019 · 395 citations · Full text

Spatial Science, Quantitative Spatial Model, Engineering +13

How old is pastoralism in Tibet? An ecological approach to the making of a Tibetan landscape

Georg Miehe, Sabine Miehe, Knut Kaiser et al. · Palaeogeography Palaeoclimatology Palaeoecology · 2009 · 238 citations

Historical Geography, Pastoralism, Landscape Archaeology +10

Climate variability rather than overstocking causes recent large scale cover changes of Tibetan pastures

Lukas Lehnert, Karsten Wesche, Katja Trachte et al. · Scientific Reports · 2016 · 147 citations · Full text

Retrieval of grassland plant coverage on the Tibetan Plateau based on a multi-scale, multi-sensor and multi-method approach

Lukas Lehnert, Hanna Meyer, Yun Wang et al. · Remote Sensing of Environment · 2015 · 112 citations

Precision Agriculture, Environmental Monitoring, Engineering +13