Jannes Muenchow

发表

Spatial data operations

Robin Lovelace, Jakub Nowosad, Jannes Muenchow, 2019 .

Attribute data operations

Robin Lovelace, Jakub Nowosad, Jannes Muenchow, 2019 .

Monitoring Forest Health Using Hyperspectral Imagery: Does Feature Selection Improve the Performance of Machine-Learning Techniques?

Bernd Bischl, José Cortés, Alexander Brenning, 2020, Remote. Sens..

Performance evaluation and hyperparameter tuning of statistical and machine-learning models using spatial data pdf

Alexander Brenning, Patrick Schratz, Jannes Muenchow, 2018, Ecological Modelling.

Scripts, algorithms and functions

Robin Lovelace, Jakub Nowosad, Jannes Muenchow, 2019 .

Geocomputation with R

Robin Lovelace, Jakub Nowosad, Jannes Muenchow, 2019 .

Bridges to GIS software

Robin Lovelace, Jakub Nowosad, Jannes Muenchow, 2019 .

Hyperparameter tuning and performance assessment of statistical and machine-learning algorithms using spatial data

Alexander Brenning, Patrick Schratz, Jannes Muenchow, 2019, Ecological Modelling.

RQGIS: Integrating R with QGIS for Statistical Geocomputing

Alexander Brenning, Patrick Schratz, Jannes Muenchow, 2017, R J..

Integrating R with GIS for innovative geocomputing - the examples of RQGIS and RSAGA

Patrick Schratz, Jannes Muenchow, Alexander Brenning, 2017 .

Monitoring Forest Health Using Hyperspectral Imagery: Does Feature Selection Improve the Performance of Machine-Learning Techniques?

Alexander Brenning, Patrick Schratz, Jannes Muenchow, 2021, Remote. Sens..

Predictive Mapping of Species Richness and Plant Species' Distributions of a Peruvian Fog Oasis Along an Altitudinal Gradient

Jannes Muenchow, Henrik von Wehrden, Achim Bräuning, 2013 .

Reviewing qualitative GIS research—Toward a wider usage of open‐source GIS and reproducible research practices

Jannes Muenchow, Susann Schäfer, Eric Krüger, 2019, Geography Compass.

Soil texture and altitude, respectively, largely determine the floristic gradient of the most diverse fog oasis in the Peruvian desert

Jannes Muenchow, Achim Bräuning, Henrik von Wehrden, 2013, Journal of Tropical Ecology.

Coupling ordination techniques and GAM to spatially predict vegetation assemblages along a climatic gradient in an ENSO‐affected region of extremely high climate variability

Jannes Muenchow, Henrik von Wehrden, Hannes Feilhauer, 2013 .

Landslide susceptibility near highways is increased by 1 order of magnitude in the Andes of southern Ecuador, Loja province

Alexander Brenning, Jannes Muenchow, A. Brenning, 2014 .

Geomorphic process rates of landslides along a humidity gradient in the tropical Andes

Alexander Brenning, Jannes Muenchow, Michael Richter, 2012 .

An ecological paradox: high species diversity and low position of the upper forest line in the Andean Depression

Jannes Muenchow, Michael Richter, Jannes Muenchow, 2014, Ecology and evolution.