DrPatrick Filippi
Senior Lecturer (Teaching and Research)
Faculty of Science
- Senior Lecturer (Teaching and Research)Faculty of Science
Research projects & supervision summary
2023-2025 – National Soil Carbon Innovation Challenge (NSCIC) ($1,780,000) - “Australia’s soil spectral library empowering low-cost SOC measurement”
2023-2027 – Grains Research and Development Corporation ($995,523) - “Earth observation analytics for site-specific disease management”
2023-2027 – Grains Research and Development Corporation ($2,995,295) - “Earth observation analytics for site-specific weed management”
2022-2025 – Grains Research and Development Corporation($1,147,857) - “Precision ag analytics for frost and heat management”
2022-2025 – Grains Research and Development Corporation($1,984,978) - “3D PAWC and constraint mapping”
2022-2024 – Grains Research and Development Corporation($243,448) – “Mapping yield gap and yield variability in commercial pulse crops”
RESEARCH PROJECTS & ACTIVITIES
- PROJECTGo beyond leaf-scale experiments: Understanding water use efficiency in Australian agroecosystems using a satellite-driven knowledge-guided deep learning framework1 Mar 2026 - 30 Sep 2027Project leaders:
- RESEARCH-BASED DEGREE SUPERVISIONApproaches to on-farm mapping of soil properties key to crop production across Australia’s grain-growing regions
- RESEARCH-BASED DEGREE SUPERVISIONAssessing and developing spatial products for agricultural applications: from field to national extent
- RESEARCH-BASED DEGREE SUPERVISIONAssessing the suitability of lower Murrumbidgee valley soils for irrigated cotton production
- RESEARCH-BASED DEGREE SUPERVISIONCrop Monitoring with Advanced Deep Learning Methods
- RESEARCH-BASED DEGREE SUPERVISIONCrop Rotation as a Tool to Ameliorate Soil Compaction in Modern Cotton Farming Systems
- RESEARCH-BASED DEGREE SUPERVISIONIntegrating Remote Sensing Technologies with Machin Learning Techniques for the Assessment and Monitoring of Soil Health Indicators
- RESEARCH-BASED DEGREE SUPERVISIONOptimising site-specific nitrogen management and sandy-soil amelioration in Australian grain production through spatial and spatio-temporal analysis of on-farm experiments
- RESEARCH-BASED DEGREE SUPERVISIONPrecipitation Prediction with Multi-Modal Sequential Meteorological Signals
- RESEARCH-BASED DEGREE SUPERVISIONRemote monitoring technologies to understand risk factors for mortality in northern beef cattle
- RESEARCH-BASED DEGREE SUPERVISIONRethinking Precision Agriculture: From Spatial Representation to Systems-Based Sustainability.
- RESEARCH-BASED DEGREE SUPERVISIONScalable data-driven prediction of grain crop phenology and management dates across Australia
- RESEARCH-BASED DEGREE SUPERVISIONScalable whole-profile soil organic carbon modelling for diverse Australian landscapes
- RESEARCH-BASED DEGREE SUPERVISIONShifting focus from quantity to quality: Mapping understanding and managing within-field variability in crop quality in cotton and grain systems
- RESEARCH-BASED DEGREE SUPERVISIONSpatialisation of mechanistic crop simulators via machine learning emulation to support site-specific farm management