Fabian Gieseke - Publications, H-index & Citations

Fabian Gieseke

university of munster

24H指数

136论文数

3.3K被引数

收录论文 25

发表时间

Deep learning-based forest disturbance detection for Europe using Landsat time series 基于深度学习的欧洲森林扰动检测：利用Landsat时间序列

Remote Sensing of Environment

IF11.4

2026-09-14

OAAI

Alba Viana-Soto; Jorunn Anna Mense; Katja Kowalski; Jan Pauls; Fabian Gieseke; Cornelius Senf

Brick kilns across India: A temporal analysis of brick kiln distribution and technology types 印度砖窑：砖窑分布与技术类型的时序分析

International Journal of Applied Earth Observation and Geoinformation

IF8.6

2026-08-10

OAAI

Sugandha Arora; Clément Goldmann; Stefan Oehmcke; Jan Pauls; Chuanlong Zhou; Abhinav Sharma; Kushal Tibrewal; Harish Phuleria; Fabian Gieseke; Philippe Ciais

Remote Sensing of Environment

IF11.4

2026-07-30

PREAI

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

Context-aware UAV LiDAR reveals forest structure and improves tree diameter estimates in subalpine forest 基于上下文感知的无人机LiDAR揭示亚高山森林结构并提高树木直径估计

Ecological Solutions and Evidence

IF2.6

2026-03-30

OAAI

Revenga, Jaime C.; Oehmcke, Stefan; Gharun, Mana; Sutter, Flurin; Gieseke, Fabian; Trepekli, Katerina; Buchmann, Nina; Damm, Alexander

Global mapping of human-transformed dike-pond systems 人类改造的堤防-池塘系统的全球制图

REMOTE SENSING OF ENVIRONMENT

IF11.4

2024-11-01

PREAI

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

Training neural networks end-to-end for hyperbox-based classification 用于基于hyperbox的分类的端到端训练神经网络

NEUROCOMPUTING

IF6.5

2024-09-01

OAAI

Martins, Denis Mayr Lima; Luelf, Christian; Gieseke, Fabian

Deep point cloud regression for above-ground forest biomass estimation from airborne LiDAR

REMOTE SENSING OF ENVIRONMENT

IF11.4

2024-03-01

OAAI

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

Deep learning enables image-based tree counting, crown segmentation, and height prediction at national scale 深度学习可实现基于图像的树木计数、树冠分割和全国范围的高度预测

PNAS NEXUS

IF3.8

2023-03-09

OAAI

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

Nation-wide mapping of tree-level aboveground carbon stocks in Rwanda

NATURE CLIMATE CHANGE

IF27.1

2022-12-22

OAAI

Mugabowindekwe, Maurice; Brandt, Martin; Chave, Jerome; Reiner, Florian; Skole, David L. L.; Kariryaa, Ankit; Igel, Christian; Hiernaux, Pierre; Ciais, Philippe; Mertz, Ole; Tong, Xiaoye; Li, Sizhuo; Rwanyiziri, Gaspard; Dushimiyimana, Thaulin; Ndoli, Alain; Uwizeyimana, Valens; Lilleso, Jens-Peter Barnekow; Gieseke, Fabian; Tucker, Compton J. J.; Saatchi, Sassan; Fensholt, Rasmus

Using high-resolution imagery and deep learning to classify land-use following deforestation: a case study in Ethiopia

GISCIENCE & REMOTE SENSING

IF6.9

2022-09-07

OAAI

Masolele, Robert N.; De Sy, Veronique; Marcos, Diego; Verbesselt, Jan; Gieseke, Fabian; Mulatu, Kalkidan Ayele; Moges, Yitebitu; Sebrala, Heiru; Martius, Christopher; Herold, Martin

Spatial and temporal deep learning methods for deriving land-use following deforestation: A pan-tropical case study using Landsat time series 森林砍伐后土地利用的时空深度学习方法: 使用Landsat时间序列的泛热带案例研究

REMOTE SENSING OF ENVIRONMENT

IF11.4

2021-10-01

OAAI

Masolele, Robert N.; De Sy, Veronique; Herold, Martin; Marcos, Diego; Verbesselt, Jan; Gieseke, Fabian; Mullissa, Adugna G.; Martius, Christopher

Return of the features Efficient feature selection and interpretation for photometric redshifts

ASTRONOMY & ASTROPHYSICS

IF5.8

2018-08-28

OAAI

D'Isanto, A.; Cavuoti, S.; Gieseke, F.; Polsterer, K. L.

Convolutional neural networks for transient candidate vetting in large-scale surveys

MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

IF4.8

2017-08-23

OAAI

Gieseke, Fabian; Bloemen, Steven; van den Bogaard, Cas; Heskes, Tom; Kindler, Jonas; Scalzo, Richard A.; Ribeiro, Valerio A. R. M.; van Roestel, Jan; Groot, Paul J.; Yuan, Fang; Moller, Anais; Tucker, Brad E.

A probabilistic approach to emission-line galaxy classification

MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

IF4.8

2017-08-22

OAAI

de Souza, R. S.; Dantas, M. L. L.; Costa-Duarte, M. V.; Feigelson, E. D.; Killedar, M.; Lablanche, P. -Y.; Vilalta, R.; Krone-Martins, A.; Beck, R.; Gieseke, F.

On the realistic validation of photometric redshifts

MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

IF4.8

2017-03-22

OAAI

Beck, R.; Lin, C. -A.; Ishida, E. E. O.; Gieseke, F.; de Souza, R. S.; Costa-Duarte, M. V.; Hattab, M. W.; Krone-Martins, A.

Big Universe, Big Data: Machine Learning and Image Analysis for Astronomy

IEEE INTELLIGENT SYSTEMS

IF6.1

2017-03-01

OAAI

Kremer, Jan; Stensbo-Smidt, Kristoffer; Gieseke, Fabian; Pedersen, Kim Steenstrup; Igel, Christian

bufferkdtree : A Python library for massive nearest neighbor queries on multi-many-core devices

KNOWLEDGE-BASED SYSTEMS

IF7.6

2017-03-01

PREAI

Gieseke, Fabian; Oancea, Cosmin; Igel, Christian

Sacrificing information for the greater good: how to select photometric bands for optimal accuracy

MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

IF4.8

2016-09-30

OAAI

Stensbo-Smidt, Kristoffer; Gieseke, Fabian; Igel, Christian; Zirm, Andrew; Pedersen, Kim Steenstrup

Exploring the spectroscopic diversity of Type Ia supernovae with DRACULA: a machine learning approach

MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

IF4.8

2016-05-24

OAAI

Sasdelli, M.; Ishida, E. E. O.; Vilalta, R.; Aguena, M.; Busti, V. C.; Camacho, H.; Trindade, A. M. M.; Gieseke, F.; de Souza, R. S.; Fantaye, Y. T.; Mazzali, P. A.

Fast and simple gradient-based optimization for semi-supervised support vector machines

NEUROCOMPUTING

IF6.5

2014-01-01

PREAI

Gieseke, Fabian; Airola, Antti; Pahikkala, Tapio; Kramer, Oliver

研究方向