Fabian Gieseke

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Research foci
Data Mining and Machine Learning
High-Performance Computing
Distributed Computing
Deep Learning
Applications (Geosciences, Smart Cities/Grids, Astrophysics, ...)

Research Interests

Papers共 87 篇Author StatisticsCo-AuthorSimilar Experts

By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选

Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation

Jan Pauls,Max Zimmer, Berkant Turan,Sassan Saatchi,Philippe CIAIS,Sebastian Pokutta,Fabian Gieseke

ICML 2025 (2025)

Cited0Views0EIBibtex

Predictability of Abrupt Shifts in Dryland Ecosystem Functioning

Paulo N. Bernardino,Wanda De Keersmaecker,Stéphanie Horion,Stefan Oehmcke,Fabian Gieseke,Rasmus Fensholt,Ruben Van De Kerchove,Stef Lhermitte,Christin Abel, Koenraad Van Meerbeek,Jan Verbesselt,Ben Somers

Nature Climate Changeno. 1 (2025): 86-91

Cited0Views0WOSNATUREBibtex

DUNIA: Pixel-Sized Embeddings Via Cross-Modal Alignment for Earth Observation Applications

Ibrahim Fayad,Max Zimmer,Martin Schwartz,Fabian Gieseke,Philippe CIAIS, Gabriel Belouze, Sarah Brood,Aurélien de Truchis,Alexandre d'Aspremont

ICML 2025 (2025)

Cited0Views0EIBibtex

Tree Counting by Bridging 3D Point Clouds with Imagery

Lei Li,Tianfang Zhang,Zhongyu Jiang,Cheng-Yen Yang,Jenq-Neng Hwang,Stefan Oehmcke,Dimitri Pierre Johannes Gominski,Fabian Gieseke,Christian Igel

arXiv (Cornell University) (2024)

Cited1Views0Bibtex

High-resolution Sensors and Deep Learning Models for Tree Resource Monitoring

Martin Brandt,Jerome Chave,Sizhuo Li,Rasmus Fensholt,Philippe Ciais,Jean-Pierre Wigneron,Fabian Gieseke,Sassan Saatchi, C. J. Tucker,Christian Igel

Nature Reviews Electrical Engineeringno. 1 (2024): 13-26

Cited0Views0WOSNATUREBibtex

Deep Point Cloud Regression for Above-Ground Forest Biomass Estimation from Airborne LiDAR

Stefan Oehmcke,Lei Li,Katerina Trepekli,Jaime C. Revenga,Thomas Nord-Larsen,Fabian Gieseke,Christian Igel

REMOTE SENSING OF ENVIRONMENT（2024）

Cited16Views0Bibtex

Global Mapping of Human-Transformed Dike-Pond Systems

Yang Xu,Lian Feng, Hongwei Fang,Xiao-Peng Song,Fabian Gieseke,Ankit Kariryaa,Stefan Oehmcke,Luke Gibson, Xiating Jiang, Ruimin Lin,R. Iestyn Woolway,Chunmiao Zheng,Martin Brandt,Rasmus Fensholt

REMOTE SENSING OF ENVIRONMENT (2024)

Cited2Views0Bibtex

Deep Learning Enables Image-Based Tree Counting, Crown Segmentation, and Height Prediction at National Scale

Sizhuo Li,Martin Brandt,Rasmus Fensholt,Ankit Kariryaa,Christian Igel,Fabian Gieseke,Thomas Nord-Larsen,Stefan Oehmcke,Ask Holm Carlsen,Samuli Junttila,Xiaoye Tong,Alexandre d'Aspremont,Philippe Ciais

PNAS NEXUSno. 4 (2023)

Cited27Views0WOSBibtex

Deep Learning Tree and Forest Biomass from Sub-Meter Resolution Images

Sizhuo Li,Martin Brandt,Xiaoye Tong,Stefan Oehmcke,Christian Igel,Fabian Gieseke,Thomas Nord-Larsen,Rasmus Fensholt,Jerome Chave,Philippe Ciais

crossref（2023）

Cited0Views0Bibtex

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Papers共 87 篇Author StatisticsCo-AuthorSimilar Experts