Marc Rußwurm - Publications, H-index & Citations

Marc Rußwurm

University of Bonn

17H指数

71论文数

1.6K被引数

收录论文 13

发表时间

Assessing the effectiveness of deep embeddings for tree species classification in the Dutch Forest Inventory 评估深度嵌入在荷兰森林资源清查中用于树种分类的有效性

Science of Remote Sensing

IF5.2

2026-09-03

OAAI

Takayuki Ishikawa; Carmelo Bonannella; Bas J.W. Lerink; Marc Rußwurm

Earth Embeddings: Toward artificial intelligence-centric representations of our planet 地球嵌入：迈向以人工智能为中心的地球表示

IEEE Geoscience and Remote Sensing Magazine

IF16.4

2026-07-31

OAAI

Konstantin Klemmer; Esther Rolf; Marc Rußwurm; Gustau Camps-Valls; Mikolaj Czerkawski; Stefano Ermon; Alistair Francis; Nathan Jacobs; Hannah Kerner; Lester Mackey; Gengchen Mai; Oisin Mac Aodha; Markus Reichstein; Caleb Robinson; David Rolnick; Evan Shelhamer; Vincent Sitzmann; Devis Tuia; Xiaoxiang Zhu

Exploring transferability of plastic-water hyacinth interaction and detection in rivers 探索塑料-水葫芦相互作用和河流中的检测的普适性

iScience

IF4.1

2026-06-04

OAAI

Giel W.A. Hagenbeek; Tim H.M. van Emmerik; Tianlong Jia; Pummarin Khamdahsag; Kittiphon Boonma; Riccardo Taormina; Thomas Mani; Marc Rußwurm

Exploring plastic detectability on riverbanks using remote sensing 利用遥感技术探索河岸的塑料可检测性

Marine Pollution Bulletin

IF4.9

2026-04-21

OAAI

Milou I. Maathuis; Marc Rußwurm; Mathias Bochow; Tim H.M. van Emmerik

Self-supervised pre-training enables marine debris detection across sensors 自监督预训练实现了跨传感器的海洋垃圾检测

Remote Sensing of Environment

IF11.4

2026-03-31

OAAI

Emanuele Dalsasso; Marc Rußwurm; Christian Donner; Samuel Darmon; Robin de Vries; Michele Volpi; Devis Tuia

River plastic hotspot detection from space

iScience

IF4.1

2025-12-29

OAAI

Ámbar Pérez-García; Graciela Amanda; José F. López; Marc Rußwurm; Tim H.M. van Emmerik

Better, Not Just More: Data-centric machine learning for Earth observation

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE

IF16.4

2024-12-01

OAAI

Roscher, Ribana; Russwurm, Marc; Gevaert, Caroline; Kampffmeyer, Michael; Dos Santos, Jefersson A.; Vakalopoulou, Maria; Haensch, Ronny; Hansen, Stine; Nogueira, Keiller; Prexl, Jonathan; Tuia, Devis

Mapping drivers of tropical forest loss with satellite image time series and machine learning

ENVIRONMENTAL RESEARCH LETTERS

IF5.6

2024-05-30

OAAI

Pisl, Jan; Russwurm, Marc; Hughes, Lloyd Haydn; Lenczner, Gaston; See, Linda; Wegner, Jan Dirk; Tuia, Devis

Multi-temporal forest monitoring in the Swiss Alps with knowledge-guided deep learning

REMOTE SENSING OF ENVIRONMENT

IF11.4

2024-05-01

OAAI

Nguyen, Thien-Anh; Russwurm, Marc; Lenczner, Gaston; Tuia, Devis

WildCLIP: Scene and Animal Attribute Retrieval from Camera Trap Data with Domain-Adapted Vision-Language Models WildCLIP: 使用域适应的视觉语言模型从相机陷阱数据中检索场景和动物属性

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2024-04-24

OAAI

Gabeff, Valentin; Russwurm, Marc; Tuia, Devis; Mathis, Alexander

End-to-end learned early classification of time series for in-season crop type mapping 用于季节作物类型映射的时间序列的端到端学习早期分类

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

IF12.2

2023-02-01

OAAI

Russwurm, Marc; Courty, Nicolas; Emonet, Remi; Lefevre, Sebastien; Tuia, Devis; Tavenard, Romain

Self-attention for raw optical Satellite Time Series Classification

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

IF12.2

2020-11-01

183

OAAI

Russwurm, Marc; Koerner, Marco

Better, Not Just More: Data-centric machine learning for Earth observation 更好，而不仅是更多：以数据为中心的地球观测机器学习

IEEE Geoscience and Remote Sensing Magazine

IF16.4

PREAI

Ribana Roscher; Marc Russwurm; Caroline Gevaert; Michael Kampffmeyer; Jefersson A. dos Santos; Maria Vakalopoulou; Ronny Hänsch; Stine Hansen; Keiller Nogueira; Jonathan Prexl; Devis Tuia

研究方向