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M

Marco Körner

technical university of munich

25H指数
137论文数
3.2K被引数
收录论文 15
发表时间
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DirPA: Addressing prior shift in imbalanced few-shot crop-type classificationDirPA：解决不平衡少样本作物类型分类中的先验偏移问题
errISPRS Journal of Photogrammetry and Remote Sensing
IF12.2
err2026-09-18
err0
errOAAI
errJoana Reuss; Ekaterina Gikalo; Marco Körner
err分享
err收藏
EuroCrops v2.0: multi-annual harmonized parcel level crop type data linked to European Union-wide survey; statistical; and Earth Observation productsEuroCrops v2.0：多年度协调的地块级作物类型数据，与欧盟范围调查、统计数据和地球观测产品相链接
errEarth System Science Data
IF11.6
err2026-06-16
err0
errOAAI
errMartin Claverie; Ayshah Chan; Linda See; Helena Ramos; Renate Koeble; Momchil Yordanov; Jon Olav Skøien; Ferdinando Urbano; Raphael d'Andrimont; Maja Schneider; Marco Körner; Marijn Van der Velde
err分享
err收藏
H2CM (v1.0): hybrid modeling of global water–carbon cycles constrained by atmospheric and land observationsH2CM (v1.0)：基于大气和陆地观测约束的全球水-碳循环混合建模
errGeoscientific Model Development
IF4.9
err2026-05-27
err0
errOAAI
errZavud Baghirov; Markus Reichstein; Basil Kraft; Bernhard Ahrens; Marco Körner; Martin Jung
err分享
err收藏
Hybrid-Modeling of Land-Atmosphere Fluxes Using Integrated Machine Learning in the ICON-ESM Modeling Framework在ICON-ESM模型框架下，利用集成机器学习方法进行陆气通量的混合建模
errJOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS
IF4.6
err2025-12-03
err0
errOAAI
errElghawi, Reda; Reimers, Christian; Schnur, Reiner; Reichstein, Markus; Korner, Marco; Carvalhais, Nuno; Winkler, Alexander J.
err分享
err收藏
Self-attention and frequency-augmentation for unsupervised domain adaptation in satellite image-based time series classification基于卫星影像的时间序列分类中的无监督领域自适应：自注意力与频域增强
errISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
IF12.2
err2025-06-01
err0
errOAAI
errGackstetter, David; Yu, Kang; Koerner, Marco
err分享
err收藏
H2MV (v1.0): global physically constrained deep learning water cycle model with vegetationH2MV (v1.0)：具有植被的全球物理约束深度学习水循环模型
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2025-05-19
err0
errOAAI
errBaghirov, Zavud; Jung, Martin; Reichstein, Markus; Koerner, Marco; Kraft, Basil
err分享
err收藏
The EuroCropsML time series benchmark dataset for few-shot crop type classification in Europe欧洲作物类型少样本分类的EuroCropsML时间序列基准数据集
errSCIENTIFIC DATA
IF6.9
err2025-04-19
err0
errOAAI
errReuss, Joana; Macdonald, Jan; Becker, Simon; Richter, Lorenz; Korner, Marco
err分享
err收藏
Approaching holistic crop type mapping in Europe through winter vegetation classification and the Hierarchical Crop and Agriculture Taxonomy
errINTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
IF8.6
err2024-11-01
err0
errOAAI
errGackstetter, David; Koerner, Marco; Yu, Kang
err分享
err收藏
Hybrid modeling of evapotranspiration: inferring stomatal and aerodynamic resistances using combined physics-based and machine learning
errENVIRONMENTAL RESEARCH LETTERS
IF5.6
err2023-03-07
err14
errOAAI
errElGhawi, RedaReda; Kraft, Basil; Reimers, Christian; Reichstein, Markus; Koerner, Marco; Gentine, Pierre; WinklerWinkler, Alexander J.
err分享
err收藏
Towards hybrid modeling of the global hydrological cycle
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2022-03-23
err67
errOAAI
errKraft, Basil; Jung, Martin; Koerner, Marco; Koirala, Sujan; Reichstein, Markus
err分享
err收藏
Prediction of multi-year winter wheat yields at the field level with satellite and climatological data
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2022-03-01
err24
PREAI
errMarszalek, Michael; Koerner, Marco; Schmidhalter, Urs
err分享
err收藏
Multitask Learning for Human Settlement Extent Regression and Local Climate Zone Classification
errieee geoscience and remote sensing magazine
IF4.4
err2022-01-01
err11
errOAAI
errQiu, Chunping; Liebel, Lukas; Hughes, Lloyd Haydn; Schmitt, Michael; Korner, Marco; Zhu, Xiao Xiang
err分享
err收藏
The Importance of Loss Functions for Increasing the Generalization Abilities of a Deep Learning-Based Next Frame Prediction Model for Traffic Scenes损失函数对于提高基于深度学习的交通场景下一帧预测模型泛化能力的重要性
errMACHINE LEARNING AND KNOWLEDGE EXTRACTION
IF6
err2020-04-09
err5
errOAAI
errAigner, Sandra; Koerner, Marco
err分享
err收藏
Aerial LaneNet: Lane-Marking Semantic Segmentation in Aerial Imagery Using Wavelet-Enhanced Cost-Sensitive Symmetric Fully Convolutional Neural Networks
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2019-05-01
err87
errOAAI
errAzimi, Seyed Majid; Fischer, Peter; Koerner, Marco; Reinartz, Peter
err分享
err收藏
Robust Object-Based Multipass InSAR Deformation Reconstruction
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2017-08-01
err29
errOAAI
errKang, Jian; Wang, Yuanyuan; Koerner, Marco; Zhu, Xiao Xiang
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
M
Markus Reichstein
H 指数: 133 · 论文数: 990
P
Pierre Gentine
H 指数: 82 · 论文数: 704
朱潇 封面图
朱潇 (Xiao Xiang Zhu)
H 指数: 78 · 论文数: 980
L
Linda See
H 指数: 74 · 论文数: 547
M
Martin Jung
H 指数: 65 · 论文数: 250
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