Tim Appelhans
TitleCited byYear
Improving the accuracy of rainfall rates from optical satellite sensors with machine learning—A random forests-based approach applied to MSG SEVIRI
M Kühnlein, T Appelhans, B Thies, T Nauss
Remote Sensing of Environment 141, 129-143, 2014
672014
Predictors of elevational biodiversity gradients change from single taxa to the multi-taxa community level
MK Peters, A Hemp, T Appelhans, C Behler, A Classen, F Detsch, ...
Nature Communications 7, 13736, 2016
632016
Evaluating machine learning approaches for the interpolation of monthly air temperature at Mt. Kilimanjaro, Tanzania
T Appelhans, E Mwangomo, DR Hardy, A Hemp, T Nauss
Spatial Statistics 14, 91-113, 2015
532015
Seasonal and long-term vegetation dynamics from 1-km GIMMS-based NDVI time series at Mt. Kilimanjaro, Tanzania
F Detsch, I Otte, T Appelhans, A Hemp, T Nauss
Remote Sensing of Environment 178, 70-83, 2016
392016
Temperature versus resource constraints: which factors determine bee diversity on M ount K ilimanjaro, T anzania?
A Classen, MK Peters, WJ Kindeketa, T Appelhans, CD Eardley, ...
Global Ecology and Biogeography 24 (6), 642-652, 2015
372015
Mapping daily air temperature for Antarctica based on MODIS LST
H Meyer, M Katurji, T Appelhans, M Müller, T Nauss, P Roudier, ...
Remote Sensing 8 (9), 732, 2016
312016
Comparison of four machine learning algorithms for their applicability in satellite-based optical rainfall retrievals
H Meyer, M Kühnlein, T Appelhans, T Nauss
Atmospheric research 169, 424-433, 2016
302016
Precipitation estimates from MSG SEVIRI daytime, nighttime, and twilight data with random forests
M Kühnlein, T Appelhans, B Thies, T Nauß
Journal of Applied Meteorology and Climatology 53 (11), 2457-2480, 2014
292014
Eco‐meteorological characteristics of the southern slopes of Kilimanjaro, Tanzania
T Appelhans, E Mwangomo, I Otte, F Detsch, T Nauss, A Hemp
International Journal of Climatology 36 (9), 3245-3258, 2016
272016
JPSS-1 VIIRS pre-launch response versus scan angle testing and performance
D Moyer, J McIntire, H Oudrari, J McCarthy, X Xiong, F De Luccia
Remote Sensing 8 (2), 141, 2016
222016
A comparative study of cross-product NDVI dynamics in the Kilimanjaro region—A matter of sensor, degradation calibration, and significance
F Detsch, I Otte, T Appelhans, T Nauss
Remote Sensing 8 (2), 159, 2016
222016
Climate–land-use interactions shape tropical mountain biodiversity and ecosystem functions
MK Peters, A Hemp, T Appelhans, JN Becker, C Behler, A Classen, ...
Nature 568 (7750), 88, 2019
172019
Multidecadal trends and interannual variability of rainfall as observed from five lowland stations at Mt. Kilimanjaro, Tanzania
I Otte, F Detsch, E Mwangomo, A Hemp, T Appelhans, T Nauss
Journal of Hydrometeorology 18 (2), 349-361, 2017
142017
Synoptic and climatological controls of particulate matter pollution in a Southern Hemisphere coastal city
T Appelhans, A Sturman, P Zawar‐Reza
International Journal of Climatology 33 (2), 463-479, 2013
142013
Seasonality of stable isotope composition of atmospheric water input at the southern slopes of Mt. Kilimanjaro, Tanzania
I Otte, F Detsch, A Gütlein, M Scholl, R Kiese, T Appelhans, T Nauss
Hydrological processes 31 (22), 3932-3947, 2017
132017
Heterogeneous patterns of abundance of epigeic arthropod taxa along a major elevation gradient
J Röder, F Detsch, I Otte, T Appelhans, T Nauss, MK Peters, R Brandl
Biotropica 49 (2), 217-228, 2017
132017
Nitrogen turnover and greenhouse gas emissions in a tropical alpine ecosystem, Mt. Kilimanjaro, Tanzania
A Gütlein, M Zistl-Schlingmann, JN Becker, NS Cornejo, F Detsch, ...
Plant and soil 411 (1-2), 243-259, 2017
132017
An evaluation of a semi-analytical cloud property retrieval using MSG SEVIRI, MODIS and CloudSat
M Kühnlein, T Appelhans, B Thies, AA Kokhanovsky, T Nauss
Atmospheric research 122, 111-135, 2013
122013
Synergistic effects of climate and land use on avian beta‐diversity
SW Ferger, MK Peters, T Appelhans, F Detsch, A Hemp, T Nauss, I Otte, ...
Diversity and Distributions 23 (11), 1246-1255, 2017
112017
Monthly and annual climate data averaged from 2011 to 2013 for 79 research plots on the southern slopes of Mt
T Appelhans, E Mwangomo, I Otte, F Detsch, T Nauss, A Hemp
Kilimanjaro. Version 1, 2014
112014
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Articles 1–20