Martin Kappas

Comparison of Random Forest, k-Nearest Neighbor, and Support Vector Machine Classifiers for Land Cover Classification Using Sentinel-2 Imagery

Thanh Noi Phan, Martin Kappas · Sensors · 2017 · 1.3K citations · Full text

Engineering, Machine Learning, Land Use +21

Tradeoffs between income, biodiversity, and ecosystem functioning during tropical rainforest conversion and agroforestry intensification

Ingolf Steffan‐Dewenter, Michael Kessler, Jan Barkmann et al. · Proceedings of the National Academy of Sciences · 2007 · 521 citations · Full text

Integrated universal soil loss equation (USLE) and Geographical Information System (GIS) for soil erosion estimation in A Sap basin: Central Vietnam

Tung Gia Pham, Jan Degener, Martin Kappas · International Soil and Water Conservation Research · 2018 · 259 citations · Full text

Comparison of Multiple Linear Regression, Cubist Regression, and Random Forest Algorithms to Estimate Daily Air Surface Temperature from Dynamic Combinations of MODIS LST Data

Thanh Noi Phan, Jan Degener, Martin Kappas · Remote Sensing · 2017 · 199 citations · Full text

Environmental Monitoring, Engineering, Weather Forecasting +20

Statistical independence test and validation of CA Markov land use land cover (LULC) prediction results

Md. Surabuddin Mondal, Nayan Sharma, P. K. Garg et al. · The Egyptian Journal of Remote Sensing and Space Science · 2016 · 182 citations · Full text