Johannes Leonhardt

According to our database, Johannes Leonhardt authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Enhancing decision support in crop production: Analyzing conformal prediction for uncertainty quantification.

Mohamed M. Farag, Ahmed Emam, Johannes Leonhardt, Ribana Roscher

Comput. Electron. Agric., 2025

2023

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

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

Frontiers Artif. Intell., February, 2023

Data-driven Crop Growth Simulation on Time-varying Generated Images using Multi-conditional Generative Adversarial Networks.

Lukas Drees, Dereje T. Demie, Madhuri R. Paul, Johannes Leonhardt, Sabine J. Seidel, Thomas F. Döring, Ribana Roscher

CoRR, 2023

Leveraging Bioclimatic Context for Supervised and Self-supervised Land Cover Classification.

Johannes Leonhardt, Lukas Drees, Jürgen Gall, Ribana Roscher

Proceedings of the Pattern Recognition - 45th DAGM German Conference, 2023

2022

Exploring Wilderness Using Explainable Machine Learning in Satellite Imagery.

Timo T. Stomberg, Taylor Stone, Johannes Leonhardt, Ribana Roscher

CoRR, 2022

Probabilistic Biomass Estimation with Conditional Generative Adversarial Networks.

Johannes Leonhardt, Lukas Drees, Peter Jung, Ribana Roscher

Proceedings of the Pattern Recognition, 2022