Prof. Dr. Hanna Meyer

• Articles in Journals
• Articles in Edited Books
• Other Publications (technical specifications, informal publications)

Articles in Journals

2020

• Hess B, Dreber N, Liu Y, Wiegand K, Ludwig M, Meyer H, Meyer KM. 2020. ‘PioLaG: a piosphere landscape generator for savanna rangeland modelling.’ Landscape Ecology 2020. doi: 10.1007/s10980-020-01066-w.
• Petermann E, Meyer H, Nussbaum M, Bossew P. 2020. ‘Mapping the geogenic radon potential for Germany by machine learning.’ Science of The Total Environment 142291: 142291. doi: https://doi.org/10.1016/j.scitotenv.2020.142291. [Accepted]
• Schumacher B, Katurji M, Meyer H, Appelhans T, Otte I, Nauss T. 2020. ‘Atmospheric moisture pathways of East Africa and implications for water recycling at Mount Kilimanjaro.’ International Journal of Climatology 2020. doi: https://doi.org/10.1002/joc.6468.

2019

• Lehnert LW, Meyer H, Obermeier WA, Silva B, Regeling B, Bendix J. 2019. ‘Hyperspectral Data Analysis in R: The hsdar Package.’ Journal of Statistical Software 89, No. 12. doi: 10.18637/jss.v089.i12.
• Ludwig M, Morgenthal T, Detsch F, Higginbottom TP, Lezama Valdes M, Nauß T, Meyer H. 2019. ‘Machine learning and multi-sensor based modelling of woody vegetation in the Molopo Area, South Africa.’ Remote Sensing of Environment 222: 195 - 203. doi: https://doi.org/10.1016/j.rse.2018.12.019.
• Ludwig M, Morgenthal T, Detsch F, Higginbottom TP, Lezama Valdes M, Nauß T, Meyer H. 2019. ‘Machine learning and multi-sensor based modelling of woody vegetation in the Molopo Area, South Africa.’ Remote Sensing of Environment 222: 195-203. doi: 10.1016/j.rse.2018.12.019.
• Meyer H, Reudenbach C, Wöllauer S, Nauss T. 2019. ‘Importance of spatial predictor variable selection in machine learning applications – Moving from data reproduction to spatial prediction.’ Ecological Modelling 411: 108815. doi: https://doi.org/10.1016/j.ecolmodel.2019.108815.
• Meyer H, Schmidt J, Detsch F, Nauss T. 2019. ‘Hourly gridded air temperatures of South Africa derived from MSG SEVIRI.’ International Journal of Applied Earth Observation and Geoinformation 78: 261 - 267. doi: https://doi.org/10.1016/j.jag.2019.02.006.

2018

• Higginbottom TP, Symeonakis E, Meyer H, Linden S. 2018. ‘Mapping fractional woody cover in semi-arid savannahs using multi-seasonal composites from Landsat data.’ ISPRS Journal of Photogrammetry and Remote Sensing 139: 88 - 102. doi: https://doi.org/10.1016/j.isprsjprs.2018.02.010.
• Meyer H, Reudenbach C, Hengl T, Katurji M, Nauss T. 2018. ‘Improving performance of spatio-temporal machine learning models using forward feature selection and target-oriented validation.’ Environmental Modelling & Software 101: 1 - 9. doi: https://doi.org/10.1016/j.envsoft.2017.12.001.
• Meyer N, Meyer H, Welp G, Amelung W. 2018. ‘Soil respiration and its temperature sensitivity (Q10): Rapid acquisition using mid-infrared spectroscopy.’ Geoderma 323: 31 - 40. doi: https://doi.org/10.1016/j.geoderma.2018.02.031.
• Wang Y, Lehnert LW, Holzapfel M, Schultz R, Heberling G, Görzen E, Meyer H, Seeber E, Pinkert S, Ritz M, Fu Y, Ansorge H, Bendix J, Seifert B, Miehe G, Long R, Yang Y, Wesche K. 2018. ‘Multiple indicators yield diverging results on grazing degradation and climate controls across Tibetan pastures.’ Ecological Indicators 93: 1199 - 1208. doi: https://doi.org/10.1016/j.ecolind.2018.06.021.

2017

• Messenzehl K, Meyer H, Otto J, Hoffmann T, Dikau R. 2017. ‘Regional-scale controls on the spatial activity of rockfalls (Turtmann Valley, Swiss Alps) — A multivariate modeling approach.’ Geomorphology 287: 29 - 45. doi: https://doi.org/10.1016/j.geomorph.2016.01.008.
• Meyer H, Drönner J, Nauss T. 2017. ‘Satellite-based high-resolution mapping of rainfall over southern Africa.’ Atmospheric Measurement Techniques 10, No. 6: 2009-2019. doi: 10.5194/amt-10-2009-2017.
• Meyer H, Kühnlein M, Reudenbach C, Nauss T. 2017. ‘Revealing the potential of spectral and textural predictor variables in a neural network-based rainfall retrieval technique.’ Remote Sensing Letters 8, No. 7: 647-656. doi: 10.1080/2150704X.2017.1312026.
• Meyer H, Lehnert LW, Wang Y, Reudenbach C, Nauss T, Bendix J. 2017. ‘From local spectral measurements to maps of vegetation cover and biomass on the Qinghai-Tibet-Plateau: Do we need hyperspectral information?’ Int. J. Appl. Earth Obs. Geoinf. 55: 21-31. doi: 10.1016/j.jag.2016.10.001.

2016

• Ludwig A, Meyer H, Nauss T. 2016. ‘Automatic classification of Google Earth images for a larger scale monitoring of bush encroachment in South Africa.’ Int. J. Appl. Earth Obs. Geoinf. 50: 89-94. doi: 10.1016/j.jag.2016.03.003.
• Meyer H, Katurji M, Appelhans T, Müller MU, Nauss T, Roudier P, Zawar-Reza P. 2016. ‘Mapping Daily Air Temperature for Antarctica Based on MODIS LST.’ Remote Sensing 8, No. 9. doi: 10.3390/rs8090732.
• Meyer H, Kühnlein M, Appelhans T, Nauss T. 2016. ‘Comparison of four machine learning algorithms for their applicability in satellite-based optical rainfall retrievals.’ Atmos. Res. 169, Part B: 424-433. doi: 10.1016/j.atmosres.2015.09.021.

2015

• Gasch CK, Hengl T, Gräler B, Meyer H, Magney TS, Brown DJ. 2015. ‘Spatio-temporal interpolation of soil water, temperature, and electrical conductivity in 3D + T: The Cook Agronomy Farm data set.’ Spatial Statistics 14, Part A: 70-90.
• Lehnert LW, Meyer H, Wang Y, Miehe G, Thies B, Reudenbach C, Bendix J. 2015. ‘Retrieval of grassland plant coverage on the Tibetan Plateau based on a multi-scale, multi-sensor and multi-method approach.’ Remote Sens. Environ. 164: 197-207. doi: 10.1016/j.rse.2015.04.020.

2014

• Lehnert L, Meyer H, Meyer N, Reudenbach C, Bendix J. 2014. ‘A hyperspectral indicator system for rangeland degradation on the Tibetan Plateau: A case study towards spaceborne monitoring.’ Ecol. Indic. 39: 54-64. doi: 10.1016/j.ecolind.2013.12.005.
• Thies B, Meyer H, Nauss T, Bendix J. 2014. ‘Projecting land-use and land-cover changes in a tropical mountain forest of Southern Ecuador.’ Journal of Land Use Science 9, No. 1: 1-33.

Articles in Edited Books

• Peters T, Drobnik T, Meyer H, Rankl M, Richter M, Rollenbeck R, Thies B, Bendix J. 2013. ‘Environmental changes affecting the Andes of Ecuador.’ In Ecosystem services, Biodiversity and Environmental Change in a Tropical Mountain Ecosystem of South Ecuador, edited by Bendix J, Beck E, Bräuning A, Makeschin F, Mosandl R, Scheu S, Wilcke W, 19-29. Springer. doi: 10.1007/978-3-642-38137-9_2.
• Roos K, Bendix J, Curatola G, Gawlik J, Gerique A, Hamer U, Hildebrandt P, Knoke T, Meyer H, Pohle P, Potthast K, Thies B, Tischer A, Beck E. 2013. ‘Current provisioning services: pasture development and use, weeds (bracken) and management.’ In Ecosystem services, Biodiversity and Environmental Change in a Tropical Mountain Ecosystem of South Ecuador, edited by Bendix J, Beck E, Bräuning A, Makeschin F, Mosandl R, Scheu S, Wilcke W, 205-218. Springer. doi: 10.1007/978-3-642-38137-9_15.
• Windhorst D, Silva B, Peters T, Meyer H, Thies B, Bendix J, Frede H, Breuer L. 2013. ‘Impacts of local land-use change on climate and hydrology.’ In Ecosystem services, Biodiversity and Environmental Change in a Tropical Mountain Ecosystem of South Ecuador, edited by Bendix J, Beck E, Bräuning A, Makeschin F, Mosandl R, Scheu S, Wilcke W, 275-286. Spr. doi: 10.1007/978-3-642-38137-9_20.

Other Publications (technical specifications, informal publications)

2018

• Meyer H, Reudenbach C, Nauss T. 2018. CAST: 'caret' Applications for Spatial-Temporal Models. R package version 0.1.0..
• Reudenbach C, Meyer H. 2018. uavRst: Unmanned Aerial Vehicle Remote Sensing Tools. R package version 0.5-2..

2016

• Lehnert L.W, Meyer H, Bendix J. 2016. hsdar: Manage, analyse and simulate hyperspectral data in R. R package version 0.5.1..

2015

• Nauss T, Meyer H, Detsch F, Appelhans T. 2015. Manipulating satellite data with satellite. R package version 1.0.0..