Hyperparameter tuning and performance assessment of statistical and machine-learning algorithms using spatial data P Schratz, J Muenchow, E Iturritxa, J Richter, A Brenning Ecological Modelling 406, 109-120, 2019 | 402* | 2019 |
Geocomputation with R R Lovelace, J Nowosad, J Muenchow Chapman and Hall/CRC, 2019 | 205 | 2019 |
Landslide susceptibility near highways is increased by 1 order of magnitude in the Andes of southern Ecuador, Loja province A Brenning, M Schwinn, AP Ruiz-Páez, J Muenchow Natural Hazards and Earth System Sciences 15 (1), 45-57, 2015 | 114 | 2015 |
Mapping tree species vulnerability to multiple threats as a guide to restoration and conservation of tropical dry forests T Fremout, E Thomas, H Gaisberger, K Van Meerbeek, J Muenchow, ... Global Change Biology 26 (6), 3552-3568, 2020 | 76 | 2020 |
Geomorphic process rates of landslides along a humidity gradient in the tropical Andes J Muenchow, A Brenning, M Richter Geomorphology 139, 271-284, 2012 | 56 | 2012 |
The performance of landslide susceptibility models critically depends on the quality of digital elevation models J Brock, P Schratz, H Petschko, J Muenchow, M Micu, A Brenning Geomatics, Natural Hazards and Risk 11 (1), 1075-1092, 2020 | 45 | 2020 |
Predictive mapping of species richness and plant species' distributions of a Peruvian fog oasis along an altitudinal gradient J Muenchow, A Bräuning, EF Rodríguez, H von Wehrden Biotropica, 2013 | 40 | 2013 |
Reviewing qualitative GIS research—Toward a wider usage of open‐source GIS and reproducible research practices J Muenchow, S Schäfer, E Krüger Geography Compass 13 (6), e12441, 2019 | 35 | 2019 |
RQGIS: Integrating R with QGIS for Statistical Geocomputing J Muenchow, P Schratz, A Brenning The R Journal 9 (2), 409-428, 2017 | 35 | 2017 |
Soil texture and altitude, respectively, largely determine the floristic gradient of the most diverse fog oasis in the Peruvian desert J Muenchow, S Hauenstein, A Bräuning, R Bäumler, EF Rodríguez, ... Journal of Tropical Ecology 29 (5), 427-438, 2013 | 35 | 2013 |
A review of ecological gradient research in the Tropics: identifying research gaps, future directions, and conservation priorities J Muenchow, P Dieker, J Kluge, M Kessler, H von Wehrden Biodiversity and Conservation 27, 273-285, 2018 | 29 | 2018 |
Coupling ordination techniques and GAM to spatially predict vegetation assemblages along a climatic gradient in an ENSO‐affected region of extremely high climate variability J Muenchow, H Feilhauer, A Bräuning, EF Rodríguez, F Bayer, ... Journal of Vegetation Science, 2013 | 26 | 2013 |
Woody vegetation of a Peruvian tropical dry forest along a climatic gradient depends more on soil than annual precipitation J Muenchow, H von Wehrden, EF Rodríguez, RA Rodriguez, F Bayer, ... Erdkunde, 241-248, 2013 | 21 | 2013 |
An ecological paradox: high species diversity and low position of the upper forest line in the A ndean D epression T Peters, A Braeuning, J Muenchow, M Richter Ecology and Evolution 4 (11), 2134-2145, 2014 | 15 | 2014 |
Climatic cycles and gradients of the El Niño core region in North Peru R Rollenbeck, F Bayer, J Münchow, M Richter, R Rodriguez, N Atarama Advances in Meteorology 2015 (1), 750181, 2015 | 13 | 2015 |
RPyGeo: ArcGIS geoprocessing via python A Brenning, F Polakowski, M Becker URL: https://CRAN. R-project. org/package= RPyGeo, 2018 | 12 | 2018 |
Monitoring forest health using hyperspectral imagery: Does feature selection improve the performance of machine-learning techniques? P Schratz, J Muenchow, E Iturritxa, J Cortés, B Bischl, A Brenning Remote Sensing 13 (23), 4832, 2021 | 6 | 2021 |
Qualitative forschung und geographische informationssysteme S Schäfer, J Muenchow, B Harnisch Sozialraum erforschen: Qualitative methoden in der geographie, 167-180, 2018 | 5 | 2018 |
Package ‘tmap’ M Tennekes, J Nowosad, J Gombin, S Jeworutzki, K Russell, R Zijdeman, ... | 4 | 2023 |
Monitoring and predictive mapping of floristic biodiversity along a climatic gradient in ENSO's terrestrial core region, NW Peru J Muenchow, P Dieker, T Böttcher, J Brock, G Didenko, T Fremout, ... Ecography 43 (12), 1878-1890, 2020 | 4 | 2020 |