Automatic classification of Google Earth images for a larger scale monitoring of bush encroachment in South Africa. - Annika Ludwig; Hanna Meyer; Thomas Nauss (Int. J. Appl. Earth Obs. Geoinformation, 2016)

Mapping Daily Air Temperature for Antarctica Based on MODIS LST. - Hanna Meyer; Marwan Katurji; Tim Appelhans; Markus U. Müller; Thomas Nauss; Pierre Roudier; Peyman Zawar-Reza (Remote. Sens., 2016)

From local spectral measurements to maps of vegetation cover and biomass on the Qinghai-Tibet-Plateau: Do we need hyperspectral information? - Hanna Meyer; Lukas W. Lehnert; Yun Wang 011; Christoph Reudenbach; Thomas Nauss; Jörg Bendix (Int. J. Appl. Earth Obs. Geoinformation, 2017)

Improving performance of spatio-temporal machine learning models using forward feature selection and target-oriented validation. - Hanna Meyer; Christoph Reudenbach; Tomislav Hengl; Marwan Katurji; Thomas Nauss (Environ. Model. Softw., 2018)

Hourly gridded air temperatures of South Africa derived from MSG SEVIRI. - Hanna Meyer; Johannes Schmidt; Florian Detsch; Thomas Nauss (Int. J. Appl. Earth Obs. Geoinformation, 2019)

Importance of spatial predictor variable selection in machine learning applications - Moving from data reproduction to spatial prediction. - Hanna Meyer; Christoph Reudenbach; Stephan Wöllauer; Thomas Nauss (CoRR, 2019)

Predicting into unknown space? Estimating the area of applicability of spatial prediction models. - Hanna Meyer; Edzer J. Pebesma (CoRR, 2020)

Estimating the Area of Applicability of Remote Sensing-Based Machine Learning Models with Limited Training Data. - Hanna Meyer; Edzer J. Pebesma (IGARSS, 2021)

A Machine Learning Based Downscaling Approach to Produce High Spatio-Temporal Resolution Land Surface Temperature of the Antarctic Dry Valleys from MODIS Data. - Lilian-Maite Lezama Valdes; Marwan Katurji; Hanna Meyer (Remote. Sens., 2021)

Unbiased Area Estimation Using Copernicus High Resolution Layers and Reference Data. - Luca Kleinewillinghöfer; Pontus Olofsson; Edzer J. Pebesma; Hanna Meyer; Oliver Buck; Carsten Haub; Beatrice Eiselt (Remote. Sens., 2022)

Potential of Airborne LiDAR Derived Vegetation Structure for the Prediction of Animal Species Richness at Mount Kilimanjaro. - Alice Ziegler; Hanna Meyer; Insa Otte; Marcell K. Peters; Tim Appelhans; Christina Behler; Katrin Böhning-Gaese; Alice Classen; Florian Detsch; Jürgen Deckert; Connal Eardley; Stefan W. Ferger; et al. (Remote. Sens., 2022)

The CAST package for training and assessment of spatial prediction models in R. - Hanna Meyer; Marvin Ludwig; Carles Milà; Jan Linnenbrink; Fabian Schumacher (CoRR, 2024)

Gated recurrent units for modelling time series of soil temperature and moisture: An assessment of performance and process reflectivity. - Maiken Baumberger; Bettina Haas; Walter Tewes; Benjamin Risse; Nele Meyer; Hanna Meyer (Environ. Model. Softw., 2025)