Robin Gebbers

25 papers C 1Journal 16Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
LimeSoDa: A Dataset Collection for Benchmarking of Machine Learning Regressors in Digital Soil Mapping.
CoRR
Jonas Schmidinger, Sebastian Vogel, Viacheslav Barkov, A.-D. Pham, Robin Gebbers, Hamed Tavakoli, José Correa, Tibério Tavares Rezende, Patrick Filippi, Edward J. Jones, V. Lukas, Eric Bönecke, Jörg Rühlmann, Ingmar Schröter, Eckart Kramer, Stefan Pätzold, M. Kodaira, Alexandre M. J.-C. Wadoux, Luca Bragazza, Konrad Metzger, J. Huang, D. S. M. Valente, José Lucas Safanelli, E. L. Bottega, R. S. D. Dalmolin, Csanád Farkas, Alexander Steiger, T. Z. Horst, L. Ramirez-Lopez, T. Scholten, F. Stumpf, P. Rosso, M. M. Costa, Rodrigo S. Zandonadi, Johanna Wetterlind, Martin Atzmüller
2025 J jnl
Modern Neural Networks for Small Tabular Datasets: The New Default for Field-Scale Digital Soil Mapping?
CoRR
Viacheslav Barkov, Jonas Schmidinger, Robin Gebbers, Martin Atzmueller
2025 J jnl
Overfitting due to data leakage in soil sensor calibration: Examples from lab-based and in-situ soil NIR spectroscopy.
Comput. Electron. Agric.
José Correa, Hamed Tavakoli, Sebastian Vogel, Robin Gebbers
2024 C conf
An Efficient Model-Agnostic Approach for Uncertainty Estimation in Data-Restricted Pedometric Applications.
ICMLA
Viacheslav Barkov, Jonas Schmidinger, Robin Gebbers, Martin Atzmueller
2024 J jnl
An Efficient Model-Agnostic Approach for Uncertainty Estimation in Data-Restricted Pedometric Applications.
CoRR
Viacheslav Barkov, Jonas Schmidinger, Robin Gebbers, Martin Atzmueller
2024 J jnl
The RapidMapper: State-of-the-art in mobile proximal soil sensing based on a novel multi-sensor platform.
Comput. Electron. Agric.
Hamed Tavakoli, José Correa, Sebastian Vogel, Marcel Oertel, Marc Zimne, Michael Heisig, Anatolij Harder, Robert Wruck, Stefan Pätzold, Matthias Leenen, Robin Gebbers
2021 J jnl
Determination of Nutrients in Liquid Manures and Biogas Digestates by Portable Energy-Dispersive X-ray Fluorescence Spectrometry.
Sensors
Michael Horf, Robin Gebbers, Sebastian Vogel, Markus Ostermann, Max-Frederik Piepel, Hans-Werner Olfs
2021 — conf
Schnelle Nährstoffanalyse von Gülle und Gärresten mittels diffuser Reflexions-Spektroskopie.
GIL Jahrestagung
Michael Horf, Robin Gebbers, Max-Frederik Piepel, Hans-Werner Olfs
2020 J jnl
Hyperspectral Imaging Tera Hertz System for Soil Analysis: Initial Results.
Sensors
Volker Dworak, Benjamin Mahns, Jörn Selbeck, Robin Gebbers, Cornelia Weltzien
2020 J jnl
Soil Nutrient Detection for Precision Agriculture Using Handheld Laser-Induced Breakdown Spectroscopy (LIBS) and Multivariate Regression Methods (PLSR, Lasso and GPR).
Sensors
Alexander Erler, Daniel Riebe, Toralf Beitz, Hans-Gerd Löhmannsröben, Robin Gebbers
2019 J jnl
Assessing Nitrogen and water status of winter wheat using a digital camera.
Comput. Electron. Agric.
Hamed Tavakoli, Robin Gebbers
2019 J jnl
Comparison of Calibration Approaches in Laser-Induced Breakdown Spectroscopy for Proximal Soil Sensing in Precision Agriculture.
Sensors
Daniel Riebe, Alexander Erler, Pia Brinkmann, Toralf Beitz, Hans-Gerd Löhmannsröben, Robin Gebbers
2019 J jnl
Evaluating Soil-Borne Causes of Biomass Variability in Grassland by Remote and Proximal Sensing.
Sensors
Sebastian Vogel, Robin Gebbers, Marcel Oertel, Eckart Kramer
2018 — conf
Präzise Kalkung durch Integration hochauflösender Bodensensordaten.
GIL Jahrestagung
Ingmar Schröter, Sebastian Vogel, Swen Meyer, Charlotte Kling, Jörg Rühlmann, Robin Gebbers, Eckart Kramer
2017 J jnl
Terahertz Spectroscopy for Proximal Soil Sensing: An Approach to Particle Size Analysis.
Sensors
Volker Dworak, Benjamin Mahns, Jörn Selbeck, Robin Gebbers, Cornelia Weltzien
2016 — conf
Aktueller Stand der Technik im Bereich der Sensoren für Precision Agriculture.
GIL Jahrestagung
Cornelia Weltzien, Robin Gebbers
2015 — conf
An Image Processing Based Approach for Detection of Nitrogen Status in Winter Wheat Under Mild Drought Stress.
HAICTA
Hamed Tavakoli, Seyed Saeid Mohtasebi, Robin Gebbers
2015 J jnl
Getis-Ord's hot- and cold-spot statistics as a basis for multivariate spatial clustering of orchard tree data.
Comput. Electron. Agric.
Aviva Peeters, Manuela Zude, Jana Käthner, Mustafa Ünlü, Riza Kanber, Amots Hetzroni, Robin Gebbers, Alon Ben-Gal
2014 J jnl
Vertical Soil Profiling Using a Galvanic Contact Resistivity Scanning Approach.
Sensors
Pan Luan, Viacheslav I. Adamchuk, Shiv O. Prasher, Robin Gebbers, Richard S. Taylor, Michel Dabas
2013 — conf
OptiThin - Implementation of Precision Horticulture by Tree-Specific Mechanical Thinning.
GIL Jahrestagung
Robin Gebbers, Michael Pflanz, Adolf Betz, Benjamin Hille, Jens Mattner, Thomas Rachow-Autrum, Mustafa Özyurtlu, Adrian Schischmanow, Martin Scheele, Johannes Schrenk, Ludwig Schrenk
2012 — conf
A sensor based approach to understand spatial variability in orchards.
GIL Jahrestagung
Jana Beerbaum, Jörn Selbeck, Robin Gebbers, Yousef Rezaei, Manuela Zude
2011 J jnl
Application of Terahertz Radiation to Soil Measurements: Initial Results.
Sensors
Volker Dworak, Sven Augustin, Robin Gebbers
2011 J jnl
Soil pH Mapping with an On-The-Go Sensor.
Sensors
Michael Schirrmann, Robin Gebbers, Eckart Kramer, Jan Seidel
2007 — conf
Fehleranalyse im System der teilflächenspezifischen Grunddüngung.
GIL Jahrestagung
Robin Gebbers
2007 — conf
YieldSweeper - Ein Programm zur Nachbearbeitung von Ertragsdatenim Precision Farming.
GIL Jahrestagung
Robin Gebbers