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Alexander Brenning

friedrich schiller university jena

52H指数
325论文数
9.4K被引数
收录论文 74
发表时间
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Overcoming barriers to reproducibility in geoscientific data analysis: Challenges and practical implementation strategies克服地球科学数据分析中可重复性的障碍：挑战与实践实施策略
errENVIRONMENTAL MODELLING & SOFTWARE
IF4.6
err2026-03-21
err0
errOAAI
errMatthias Schlögl; Laura Waltersdorfer; Peter Regner; Andrea Siposova; Alexander Brenning
err分享
err收藏
Land surface information from satellites boost near-surface temperature forecast skill卫星获取的地表信息可提升近地表温度预报技巧
errCommunications Earth & Environment
IF8.9
err2026-02-18
err0
errOAAI
errMelissa Ruiz-Vásquez; Sungmin O; Alexander Brenning; Markus Reichstein; Gianpaolo Balsamo; René Orth
err分享
err收藏
Desert pavements: A hidden key to Earth surface processes荒漠砾幕：地球表层过程的一个隐藏关键
errEARTH SURFACE PROCESSES AND LANDFORMS
IF2.7
err2025-12-01
err0
errOAAI
errFuchs, Markus; Dietze, Michael; Brenning, Alexander; Sauer, Daniela; Schepanski, Kerstin; Wagner, Dirk
err分享
err收藏
Spatially distributed antecedent rainfall thresholds for landslide occurrence: a multitask machine learning modelling approach滑坡发生的空间分布式前期降雨阈值：一种多任务机器学习建模方法
errHydrological Sciences Journal
IF2.5
err2025-10-09
err0
PREAI
errLuísa Vieira Lucchese; Guilherme Garcia de Oliveira; Olavo Correa Pedrollo; Alexander Brenning
err分享
err收藏
An Assessment of Spatial Random Forests for Environmental Mapping: the Case of Groundwater Nitrate Concentration空间随机森林在环境制图中的应用评估：以地下水硝酸盐浓度为案例
errEnvironmental Modelling & Software
IF4.6
err2025-07-26
err0
errOAAI
errJonathan K. Frank; Thomas Suesse; Alexander Brenning
err分享
err收藏
Exploring the potential of aerial drone imagery to distinguish breeding Adelie (Pygoscelis adeliae), chinstrap (Pygoscelis antarcticus) and gentoo (Pygoscelis papua) penguins in Antarctica
errECOLOGICAL INDICATORS
IF7.4
err2025-01-01
err0
PREAI
errPfeifer, Christian; Knetsch, Stefan; Maercker, Jakob; Mustafa, Osama; Ruemmler, Marie-Charlott; Brenning, Alexander
err分享
err收藏
Spatial prediction of soil organic carbon: Combining machine learning with residual kriging in an agricultural lowland area (Lombardy region, Italy)土壤有机碳的空间预测: 将机器学习与农业低地地区 (意大利伦巴第地区) 的残余克里金法相结合
errGEODERMA
IF6.6
err2024-08-01
err1
errOAAI
errAdeniyi, Odunayo David; Brenning, Alexander; Maerker, Michael
err分享
err收藏
How Interpretable Machine Learning Can Benefit Process Understanding in the Geosciences可解释的机器学习如何有益于地球科学中的过程理解
errEARTHS FUTURE
IF8.2
err2024-07-15
err16
errOAAI
errJiang, Shijie; Sweet, Lily-belle; Blougouras, Georgios; Brenning, Alexander; Li, Wantong; Reichstein, Markus; Denzler, Joachim; Wei, Shangguan; Yu, Guo; Huang, Feini; Zscheischler, Jakob
err分享
err收藏
Spatial Patterns of Vegetation Activity Related to ENSO in Northern South America南美洲北部与恩索有关的植被活动的空间格局
errJOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES
IF3.5
err2024-01-05
err1
errOAAI
errEstupinan-Suarez, Lina M.; Mahecha, Miguel D.; Brenning, Alexander; Kraemer, Guido; Poveda, German; Reichstein, Markus; Sierra, Carlos A.
err分享
err收藏
Official heat warnings miss situations with a detectable societal heat response in European countries官方高温警告错过了欧洲国家可检测到的社会高温反应的情况
errINTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION
IF4.5
err2024-01-01
err1
errOAAI
errBogdanovich, Ekaterina; Brenning, Alexander; Reichstein, Markus; De Polt, Kelley; Guenther, Lars; Frank, Dorothea; Orth, Rene
err分享
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mlr3spatiotempcv: Spatiotemp oral Resampling Methods for Machine Learning in R
errJOURNAL OF STATISTICAL SOFTWARE
IF8.1
err2024-01-01
err0
errOAAI
errSchratz, Patrick; Lang, Michel; Becker, Marc; Brenning, Alexander
err分享
err收藏
Unsupervised active-transfer learning for automated landslide mapping用于自动滑坡映射的无监督主动迁移学习
errCOMPUTERS & GEOSCIENCES
IF4.4
err2023-12-01
err4
errOAAI
errWang, Zhihao; Brenning, Alexander
err分享
err收藏
Impact of Updating Vegetation Information on Land Surface Model Performance植被信息更新对陆面模型性能的影响
errJOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
IF3.4
err2023-10-26
err9
errOAAI
errRuiz-Vasquez, Melissa; Sungmin, O.; Arduini, Gabriele; Boussetta, Souhail; Brenning, Alexander; Bastos, Ana; Koirala, Sujan; Balsamo, Gianpaolo; Reichstein, Markus; Orth, Rene
err分享
err收藏
Benchmarking Sentinel-2-derived predictors for long-term burn severity modelling: the 2016-17 Chilean firestorm
errINTERNATIONAL JOURNAL OF REMOTE SENSING
IF2.6
err2023-05-04
err1
PREAI
errPena, Marco A. A.; Brenning, Alexander
err分享
err收藏
Interpreting machine-learning models in transformed feature space with an application to remote-sensing classification在转换的特征空间中解释机器学习模型，并将其应用于遥感分类
errMACHINE LEARNING
IF2.9
err2023-04-11
err8
errOAAI
errBrenning, Alexander
err分享
err收藏
Digital Mapping of Soil Properties Using Ensemble Machine Learning Approaches in an Agricultural Lowland Area of Lombardy, Italy
errLAND
IF3.2
err2023-02-16
err11
errOAAI
errAdeniyi, Odunayo David; Brenning, Alexander; Bernini, Alice; Brenna, Stefano; Maerker, Michael
err分享
err收藏
Assessing uncertainties in landslide susceptibility predictions in a changing environment (Styrian Basin, Austria)
errNATURAL HAZARDS AND EARTH SYSTEM SCIENCES
IF4.7
err2023-01-18
err9
errOAAI
errKnevels, Raphael; Petschko, Helene; Proske, Herwig; Leopold, Philip; Mishra, Aditya N.; Maraun, Douglas; Brenning, Alexander
err分享
err收藏
Accounting for Deciduous Forest Structure and Viewing Geometry Effects Improves Sentinel-1 Time Series Image Consistency
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2023-01-01
err2
errOAAI
errZehner, Markus; Dubois, Clemence; Thiel, Christian; Schellenberg, Konstantin; Rueetschi, Marius; Brenning, Alexander; Baade, Jussi; Schmullius, Christiane
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Transfer learning for landslide susceptibility modeling using domainadaptation and case-based reasoning
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2022-12-06
err14
errOAAI
errWang, Zhihao; Goetz, Jason; Brenning, Alexander
err分享
err收藏
Exploring the relationship between temperature forecast errors and Earth system variables
errEARTH SYSTEM DYNAMICS
IF7.2
err2022-10-28
err4
errOAAI
errRuiz-Vasquez, Melissa; Sungmin, O.; Brenning, Alexander; Koster, Randal D.; Balsamo, Gianpaolo; Weber, Ulrich; Arduini, Gabriele; Bastos, Ana; Reichstein, Markus; Orth, Rene
err分享
err收藏

研究方向

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合作学者
合作期刊
M
Markus Reichstein
H 指数: 133 · 论文数: 988
R
Randal D. Koster
H 指数: 91 · 论文数: 488
B
Bruno Glaser
H 指数: 80 · 论文数: 388
J
Jonathan Li
H 指数: 79 · 论文数: 888
G
Gianpaolo Balsamo
H 指数: 71 · 论文数: 368
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