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R

Robin Gebbers

Leibniz Institute for Agricultural Engineering and Bioeconomy

21H指数
121论文数
3.0K被引数
收录论文 33
发表时间
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Modern Neural Networks for Small Tabular Datasets: The New Default for Field-Scale Digital Soil Mapping?小规模表格数据集的现代神经网络：是否为田间尺度数字土壤制图的新标准？
errEuropean Journal of Soil Science
IF3.8
err2026-02-24
err0
errOAAI
errViacheslav Barkov; Jonas Schmidinger; Robin Gebbers; Martin Atzmueller
err分享
err收藏
Overfitting due to data leakage in soil sensor calibration: Examples from lab-based and in-situ soil NIR spectroscopy由于土壤传感器校准中的数据泄露导致的过拟合：来自基于实验室和现场土壤近红外光谱的实例
errComputers and Electronics in Agriculture
IF8.9
err2025-09-11
err0
errOAAI
errJosé Correa; Hamed Tavakoli; Sebastian Vogel; Robin Gebbers
err分享
err收藏
Combining mobile proximal soil sensors and a crop model to produce high spatial resolution yield prediction maps结合移动近距土壤传感器和作物模型，生成高空间分辨率产量预测图
errPrecision Agriculture
IF6.6
err2025-08-14
err0
errOAAI
errP. Rosso; S. Huang; L. Inforsato; E. Bönecke; R. Gebbers; S. Vogel; J. Rühlmann; K.-C. Kersebaum
err分享
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Pedotransfer functions and their impact on soil water dynamics simulation and yield prediction: A HERMES model case study传递函数及其对土壤水分动态模拟和产量预测的影响：HERMES模型的案例研究
errEuropean Journal of Agronomy
IF5.5
err2025-07-05
err0
errOAAI
errPablo Rosso; K.-Christian Kersebaum; Jannis Groh; Horst H. Gerke; Kurt Heil; Robin Gebbers
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LimeSoDa: A dataset collection for benchmarking of machine learning regressors in digital soil mappingLimeSoDa: 用于在数字土壤制图中对机器学习回归量进行基准测试的数据集集合
errGeoderma
IF6.6
err2025-05-20
err0
errOAAI
errJonas Schmidinger; Sebastian Vogel; Viacheslav Barkov; Anh-Duy Pham; Robin Gebbers; Hamed Tavakoli; Jose Correa; Tiago R. Tavares; Patrick Filippi; Edward J. Jones; Vojtech Lukas; Eric Boenecke; Joerg Ruehlmann; Ingmar Schroeter; Eckart Kramer; Stefan Paetzold; Masakazu Kodaira; Alexandre M.J.-C. Wadoux; Luca Bragazza; Konrad Metzger; Martin Atzmueller
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Towards site-independent calibration of in situ soil pH sensor data: Relevance of spatial and temporal proximity, sample size and data spread for calibration model performance关于现场土壤pH传感器数据的站点无关校准：空间和时域邻近性、样本量以及数据离散度对校准模型性能的相关性
errGEODERMA
IF6.6
err2025-04-01
err0
errOAAI
errVogel, Sebastian; Gebbers, Mandy; Schroeter, Ingmar; Schwanghart, Wolfgang; Boenecke, Eric; Ruehlmann, Jorg; Kramer, Eckart; Gebbers, Robin
err分享
err收藏
The RapidMapper: State-of-the-art in mobile proximal soil sensing based on a novel multi-sensor platform
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2024-11-01
err0
errOAAI
errTavakoli, Hamed; Correa, Jose; Vogel, Sebastian; Oertel, Marcel; Zimne, Marc; Heisig, Michael; Harder, Anatolij; Wruck, Robert; Patzold, Stefan; Leenen, Matthias; Gebbers, Robin
err分享
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Which and how many soil sensors are ideal to predict key soil properties: A case study with seven sensors
errGEODERMA
IF6.6
err2024-10-01
err0
errOAAI
errSchmidinger, J.; Barkov, V.; Tavakoli, H.; Correa, J.; Ostermann, M.; Atzmueller, M.; Gebbers, R.; Vogel, S.
err分享
err收藏
The effect of soil moisture content and soil texture on fast in situ pH measurements with two types of robust ion-selective electrodes
errSOIL
IF4.3
err2024-05-17
err1
errOAAI
errVogel, Sebastian; Emmerich, Katja; Schroeter, Ingmar; Boenecke, Eric; Schwanghart, Wolfgang; Ruehlmann, Joerg; Kramer, Eckart; Gebbers, Robin
err分享
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Effects of sample pre-treatments on the analysis of liquid organic manures by visible and near-infrared spectrometry
errHELIYON
IF3.6
err2024-03-01
err1
errOAAI
errHorf, Michael; Gebbers, Robin; Olfs, Hans -Werner; Vogel, Sebastian
err分享
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Effect of training sample size, sampling design and prediction model on soil mapping with proximal sensing data for precision liming训练样本量，采样设计和预测模型对土壤制图的影响
errPRECISION AGRICULTURE
IF6.6
err2024-02-24
err8
errOAAI
errSchmidinger, Jonas; Schroeter, Ingmar; Boenecke, Eric; Gebbers, Robin; Ruehlmann, Joerg; Kramer, Eckart; Mulder, Vera L.; Heuvelink, Gerard B. M.; Vogel, Sebastian
err分享
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Determining nutrients, dry matter, and pH of liquid organic manures using visual and near-infrared spectrometry
errSCIENCE OF THE TOTAL ENVIRONMENT
IF8
err2024-01-01
err4
errOAAI
errHorf, Michael; Gebbers, Robin; Olfs, Hans-Werner; Vogel, Sebastian
err分享
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Predicting the Base Neutralization Capacity of Soils Based on Texture, Organic Carbon and Initial pH: An Opportunity to Adjust Common Liming Recommendation Approaches to Specific Management and Climate Conditions
errAGRONOMY-BASEL
IF3.4
err2023-11-02
err1
errOAAI
errRuehlmann, Joerg; Boenecke, Eric; Gebbers, Robin; Gerlach, Felix; Kling, Charlotte; Lueck, Katrin; Meyer, Swen; Nagel, Anne; Palme, Stefan; Philipp, Golo; Scheibe, Dirk; Schroeter, Ingmar; Vogel, Sebastian; Kramer, Eckart
err分享
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Utility of visible and near-infrared spectroscopy to predict base neutralizing capacity and lime requirement of quaternary soils
errPRECISION AGRICULTURE
IF6.6
err2022-08-25
err1
errOAAI
errHorf, Michael; Boenecke, Eric; Gebbers, Robin; Kling, Charlotte; Kramer, Eckart; Ruehlmann, Joerg; Schroeter, Ingmar; Schwanghart, Wolfgang; Vogel, Sebastian
err分享
err收藏
Optical Spectrometry to Determine Nutrient Concentrations and other Physicochemical Parameters in Liquid Organic Manures: A Review
errAGRONOMY-BASEL
IF3.4
err2022-02-18
err15
errOAAI
errHorf, Michael; Vogel, Sebastian; Druecker, Harm; Gebbers, Robin; Olfs, Hans-Werner
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Direct prediction of site-specific lime requirement of arable fields using the base neutralizing capacity and a multi-sensor platform for on-the-go soil mapping
errPRECISION AGRICULTURE
IF6.6
err2021-07-26
err13
errOAAI
errVogel, Sebastian; Boenecke, Eric; Kling, Charlotte; Kramer, Eckart; Luck, Katrin; Philipp, Golo; Ruhlmann, Joerg; Schroeter, Ingmar; Gebbers, Robin
err分享
err收藏
Determination of Nutrients in Liquid Manures and Biogas Digestates by Portable Energy-Dispersive X-ray Fluorescence Spectrometry
errSENSORS
IF3.5
err2021-06-04
err16
errOAAI
errHorf, Michael; Gebbers, Robin; Vogel, Sebastian; Ostermann, Markus; Piepel, Max-Frederik; Olfs, Hans-Werner
err分享
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Guidelines for precise lime management based on high-resolution soil pH, texture and SOM maps generated from proximal soil sensing data基于从近端土壤传感数据生成的高分辨率土壤pH，质地和SOM图的精确石灰管理指南
errPRECISION AGRICULTURE
IF6.6
err2020-10-31
err26
errOAAI
errBoenecke, Eric; Meyer, Swen; Vogel, Sebastian; Schroeter, Ingmar; Gebbers, Robin; Kling, Charlotte; Kramer, Eckart; Lueck, Katrin; Nagel, Anne; Philipp, Golo; Gerlach, Felix; Palme, Stefan; Scheibe, Dirk; Zieger, Karin; Ruehlmann, Jorg
err分享
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Base Neutralizing Capacity of Agricultural Soils in a Quaternary Landscape of North-East Germany and Its Relationship to Best Management Practices in Lime Requirement Determination
errAGRONOMY-BASEL
IF3.4
err2020-06-19
err16
errOAAI
errVogel, Sebastian; Boenecke, Eric; Kling, Charlotte; Kramer, Eckart; Lueck, Katrin; Nagel, Anne; Philipp, Golo; Ruehlmann, Joerg; Schroeter, Ingmar; Gebbers, Robin
err分享
err收藏
Soil Nutrient Detection for Precision Agriculture Using Handheld Laser-Induced Breakdown Spectroscopy (LIBS) and Multivariate Regression Methods (PLSR, Lasso and GPR)使用手持式激光诱导击穿光谱 (LIBS) 和多元回归方法 (PLSR，Lasso和GPR) 进行精确农业的土壤养分检测
errSENSORS
IF3.5
err2020-01-11
err85
errOAAI
errErler, Alexander; Riebe, Daniel; Beitz, Toralf; Loehmannsroeben, Hans-Gerd; Gebbers, Robin
err分享
err收藏

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