Ribana Roscher - Publications, H-index & Citations

Ribana Roscher

University of Bonn

24H指数

149论文数

3.6K被引数

收录论文 36

发表时间

Microplastic incorporation into soil aggregates of arable land 农田土壤团聚体中微塑料的富集

Journal of Hazardous Materials

IF11.3

2026-08-02

OAAI

Max Groß; Melanie Braun; Johannes Leonhardt; Christina Bogner; Rafaela Debastiani; Larissa Hennig; Rachel Hurley; Matthias Mail; Virtudes Martínez-Hernández; Luca Nizzetto; Ribana Roscher; Paula E. Redondo-Hasselerharm; Torsten Scherer; Vera Schlierenkamp; Salla Selonen; Helena Soinne; Wulf Amelung

LC-SLab - An object-based deep learning framework for large-scale land cover classification from satellite imagery and sparse in-situ labels LC-SLab - 一种基于对象深度学习框架，用于从卫星影像和稀疏现场标签中进行大规模土地覆盖分类

International Journal of Applied Earth Observation and Geoinformation

IF8.6

2026-07-01

PREAI

Leonhardt, Johannes; Gall, Juergen; Roscher, Ribana

A Decade of Deep Learning in Remote Sensing: A Systematic Review of Reviews 遥感领域深度学习的十年：一篇系统性的综述研究

IEEE Access

IF3.6

2026-06-22

OAAI

Anastasiia Safonova; Ronny Hänsch; Ribana Roscher; Gilberto Camara; Begüm Demir; Joan Serra-Sagristà; Masahiro Ryo

How to enrich training data for machine learning-based landslide hazard prediction with spatio-temporal precipitation information?

georisk: assessment and management of risk for engineered systems and geohazards

IF0

2026-01-28

OAAI

Ann-Kathrin Edrich; Anil Yildiz; Ribana Roscher; Julia Kowalski

ClimSat – A diffusion autoencoder model for climate-conditional satellite image editing ClimSat – 一种气候条件下的卫星图像编辑扩散自编码器模型

Science of Remote Sensing

IF5.2

2025-05-29

OAAI

Johannes Leonhardt; Juergen Gall; Ribana Roscher

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

Investigating the contribution of image time series observations to cauliflower harvest-readiness prediction

FRONTIERS IN ARTIFICIAL INTELLIGENCE

IF4.7

2024-09-18

OAAI

Kierdorf, Jana; Stomberg, Timo Tjarden; Drees, Lukas; Rascher, Uwe; Roscher, Ribana

Assessment of soil salinity using explainable machine learning methods and Landsat 8 images

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2024-06-01

OAAI

Aksoy, Samet; Sertel, Elif; Roscher, Ribana; Tanik, Aysegul; Hamzehpour, Nikou

A modular framework for FAIR shallow landslide susceptibility mapping based on machine learning 基于机器学习的公平浅层滑坡易发性制图模块化框架

NATURAL HAZARDS

IF3.7

2024-04-08

OAAI

Edrich, Ann-Kathrin; Yildiz, Anil; Roscher, Ribana; Bast, Alexander; Graf, Frank; Kowalski, Julia

Estimating daily semantic segmentation maps of classified ocean eddies using sea level anomaly data from along-track altimetry

FRONTIERS IN ARTIFICIAL INTELLIGENCE

IF4.7

2024-02-22

OAAI

Bolmer, Eike; Abulaitijiang, Adili; Kusche, Juergen; Roscher, Ribana

Confident Naturalness Explanation (CNE): A Framework to Explain and Assess Patterns Forming Naturalness

ieee geoscience and remote sensing magazine

IF4.4

2024-01-01

OAAI

Emam, Ahmed; Farag, Mohamed; Roscher, Ribana

Leveraging Activation Maximization and Generative Adversarial Training to Recognize and Explain Patterns in Natural Areas in Satellite Imagery

ieee geoscience and remote sensing magazine

IF4.4

2024-01-01

OAAI

Emam, Ahmed; Stomberg, Timo T.; Roscher, Ribana

Recognizing protected and anthropogenic patterns in landscapes using interpretable machine learning and satellite imagery

FRONTIERS IN ARTIFICIAL INTELLIGENCE

IF4.7

2023-12-01

OAAI

Stomberg, Timo T.; Leonhardt, Johannes; Weber, Immanuel; Roscher, Ribana

MapInWild: A remote sensing dataset to address the question of what makes nature wild MapInWild: 一个遥感数据集，用于解决自然野生的问题

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE

IF16.4

2023-03-01

PREAI

Ekim, Burak; Stomberg, Timo T.; Roscher, Ribana; Schmitt, Michael

Explainable Machine Learning 可解释的机器学习

MACHINE LEARNING AND KNOWLEDGE EXTRACTION

IF6

2023-01-17

OAAI

Garcke, Jochen; Roscher, Ribana

Reliability Scores From Saliency Map Clusters for Improved Image-Based Harvest-Readiness Prediction in Cauliflower

ieee geoscience and remote sensing magazine

IF4.4

2023-01-01

OAAI

Kierdorf, Jana; Roscher, Ribana

Location-Aware Adaptive Normalization: A Deep Learning Approach for Wildfire Danger Forecasting

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2023-01-01

OAAI

Eddin, Mohamad Hakam Shams; Roscher, Ribana; Gall, Juergen

GrowliFlower: An image time-series dataset for GROWth analysis of cauLIFLOWER Growilflower: 用于花椰菜生长分析的图像时间序列数据集

JOURNAL OF FIELD ROBOTICS

IF5.2

2022-10-17

OAAI

Kierdorf, Jana; Junker-Frohn, Laura Verena; Delaney, Mike; Olave, Mariele Donoso; Burkart, Andreas; Jaenicke, Hannah; Muller, Onno; Rascher, Uwe; Roscher, Ribana

Agricultural plant cataloging and establishment of a data framework from UAV-based crop images by computer vision

GIGASCIENCE

IF3.9

2022-06-17

OAAI

Guender, Maurice; Yamati, Facundo R. Ispizua; Kierdorf, Jana; Roscher, Ribana; Mahlein, Anne-Katrin; Bauckhage, Christian

Global, high-resolution mapping of tropospheric ozone - explainable machine learning and impact of uncertainties

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2022-06-03

OAAI

Betancourt, Clara; Stomberg, Timo T.; Edrich, Ann-Kathrin; Patnala, Ankit; Schultz, Martin G.; Roscher, Ribana; Kowalski, Julia; Stadtler, Scarlet

研究方向