Hanna Meyer

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

Machine learning-based global maps of ecological variables and the challenge of assessing them

Hanna Meyer, Edzer Pebesma · Nature Communications · 2022 · 232 citations · Full text

Mapping Daily Air Temperature for Antarctica Based on MODIS LST

Hanna Meyer, Marwan Katurji, Tim Appelhans et al. · Remote Sensing · 2016 · 140 citations · Full text

Engineering, Machine Learning, Weather Forecasting +21

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