Patrick Filippi

According to our database, Patrick Filippi authored at least 9 papers between 2020 and 2025.

Collaborative distances:

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

2025

Field-scale soil moisture estimated from Sentinel-1 SAR data using a knowledge-guided deep learning approach.

Yi Yu, Patrick Filippi, Thomas F. A. Bishop

CoRR, May, 2025

LimeSoDa: A Dataset Collection for Benchmarking of Machine Learning Regressors in Digital Soil Mapping.

Jonas Schmidinger, Sebastian Vogel, Viacheslav Barkov, A.-D. Pham, Robin Gebbers, Hamed Tavakoli, José Correa, Tibério Tavares Rezende, Patrick Filippi, Edward J. Jones, V. Lukas, Eric Bönecke, Jörg Rühlmann, Ingmar Schröter, Eckart Kramer, Stefan Pätzold, M. Kodaira, Alexandre M. J.-C. Wadoux, L. Bragazza, Konrad Metzger, J. Huang, D. S. M. Valente, José Lucas Safanelli, E. L. Bottega, R. S. D. Dalmolin, Csanád Farkas, A. Steiger, T. Z. Horst, L. Ramirez-Lopez, T. Scholten, F. Stumpf, P. Rosso, M. M. Costa, Rodrigo S. Zandonadi, Johanna Wetterlind, Martin Atzmüller

CoRR, February, 2025

Precision Liming Soil Datasets (LimeSoDa) Zenodo Repository.

Jonas Schmidinger, Sebastian Vogel, Viacheslav Barkov, A.-D. Pham, Robin Gebbers, Hamed Tavakoli, José Correa, Tibério Tavares Rezende, Patrick Filippi, Edward J. Jones, V. Lukas, Eric Bönecke, Jörg Rühlmann, Ingmar Schröter, Eckart Kramer, Stefan Pätzold, M. Kodaira, Alexandre M. J.-C. Wadoux, L. Bragazza, Konrad Metzger, J. Huang, D. S. M. Valente, José Lucas Safanelli, E. L. Bottega, R. S. D. Dalmolin, Csanád Farkas, A. Steiger, T. Z. Horst, L. Ramirez-Lopez, T. Scholten, F. Stumpf, P. Rosso, M. M. Costa, Rodrigo S. Zandonadi, Johanna Wetterlind, Martin Atzmueller

Dataset, February, 2025

2024

Siamese Biattention Pooling Network for Change Detection in Remote Sensing.

Hengzhi Chen, Kun Hu, Patrick Filippi, Wei Xiang, Thomas F. A. Bishop, Zhiyong Wang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

DuoCast: Duo-Probabilistic Meteorology-Aware Model for Extended Precipitation Nowcasting.

Penghui Wen, Lei Bai, Mengwei He, Patrick Filippi, Feng Zhang, Thomas F. A. Bishop, Zhiyong Wang, Kun Hu

CoRR, 2024

2022

Identifying causes of crop yield variability with interpretive machine learning.

Edward J. Jones, Thomas F. A. Bishop, Brendan P. Malone, Patrick J. Hulme, Brett Whelan, Patrick Filippi

Comput. Electron. Agric., 2022

2021

The Relationship between Satellite-Derived Vegetation Indices and Live Weight Changes of Beef Cattle in Extensive Grazing Conditions.

Christie Pearson, Patrick Filippi, Luciano A. González

Remote. Sens., 2021

Machine Learning Optimised Hyperspectral Remote Sensing Retrieves Cotton Nitrogen Status.

Ian J. Marang, Patrick Filippi, Tim B. Weaver, Bradley J. Evans, Brett Whelan, Thomas F. A. Bishop, Mohammed O. F. Murad, Dhahi Alshammari, Guy Roth

Remote. Sens., 2021

2020

Mapping of Cotton Fields Within-Season Using Phenology-Based Metrics Derived from a Time Series of Landsat Imagery.

Dhahi Alshammari, Ignacio Fuentes, Brett Whelan, Patrick Filippi, Thomas F. A. Bishop

Remote. Sens., 2020