Publications

Academic publications from Food Agility. World-leading research from Food Agility's project teams and scholarship holders.

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academic publication
2023

A framework for evaluation of on-farm mastitis diagnostics in Australia

RN Zadoks, E Scholz, SM Rowe, JM Norris, HB Pooley and J House
Australian Veterinary Journal
Dairy
academic publication
2023

Artificial Intelligence in Agriculture

Jianlong Zhou and Fang Chen
Springer Link
Artificial Intelligence
AI
Digital Agriculture
academic publication
2023

Compact Multi-Service Antenna for Sensing and Communication Using Reconfigurable Complementary Spiral Resonator

Ali Raza, Rasool Keshavarz, Eryk Dutkiewicz and Negin Shariati
Institute of Electrical and Electronic Engineers (IEEE)
Antenna
Remote Sensing
Satellite
academic publication
2023

Dual-Band, Slant-Polarized MIMO Antenna Set for Vehicular Communication

Rasool Keshavarz, Dan Winson, Justin Lipman, Mehran Abolhasan and Negin Shariati
Institute of Electrical and Electronic Engineers (IEEE)
Antenna
academic publication
2023

MFLD-net: A Lightweight Deep Learning Network for Fish Morphometry using Landmark Detection

Alyzayat Saleh, David Jones, Dean Jerry, and Mostafa Rahimi Azghadi
Acquatic Econology
Modeling
AI
academic publication
2023

Multi-Service Compact Pixelated Stacked Antenna with Different Pixel shapes for IoT Applications

Md. Amanath Ullah, Rasool Keshavarz, Mehran Abolhasan, Justin Lipman and Negin Shariati
Institute of Electrical and Electronic Engineers (IEEE)
Antenna
IoT
academic publication
2023

Resilience of Agri-food Supply Chains: Australian Developments after a Decade of Supply and Demand Shocks

Firouzeh Rosa Taghikhah, Derek Baker, Moe Thander Wynn, Michael Billy Sung, Stuart Mounter, Michael Rosemann & Alexey Voinov
Springer Link
Supply Chain
academic publication
2022

A Comparison of Analytical Approaches for the Spectral Discrimination and Characterisation of Mite Infestations on Banana Plants

Aaron Aeberli, Andrew Robson,Stuart Phinn, David W. Lamb, Kasper Johansen
MDPI Open Access Journals
Remote Sensing
Horticulture
academic publication
2022

A Review on Antenna Technologies for Ambient RF Energy Harvesting and Wireless Power Transfer: Design, Challenges and Applications

Md. Amanath Ullah, Rasool Keshavarz, Mehran Abolhasan, Justin Lipman, Karu P. Esselle and Negin Shariati
Institute of Electrical and Electronic Engineers (IEEE)
Digital Agriculture
Sensor Technology
Remote Sensing
academic publication
2022

A systematic review of machine learning techniques for cattle identification: Datasets, methods and future directions

Md Ekramul Hossain, Muhammad Ashad Kabira, Lihong Zheng, Dave Swain, Shawn McGrath , Jonathan Medway
Artificial Intelligence in Agriculture
AI
Artificial Intelligence
Beef
Digital Agriculture
Livestock
academic publication
2022

Artificial Intelligence (AI) for Sustainable Institutional Food Systems: Implementation of AI Tools for School Nutrition Program Management in the United States of America

Stephanie Camarena
Frontiers
AI
Sustainability
Food Waste
academic publication
2022

Assessing Australian consumer preferences for fresh pork meat attributes: A best-worst approach on 46 attributes

Chien Duong, Billy Sung, Sean Lee, Julia Easton
Science Direct
Livestock
academic publication
2022

Automatic Cattle Identification using YOLOv5 and Moasic Augmentation: A Comparative Analysis

Rabin Dulal, Lihong Zheng, Muhammad Ashad Kabir, Shawn McGrath, Jonathon Medway, Dave Swain, Will Swain
Institute of Electrical and Electronic Engineers (IEEE)
Beef
Artificial Intelligence
AI
Digital Agriculture
academic publication
2022

Current status of and future opportunities for digital agriculture in Australia

B. D. Hansen , E. Leonard, M. C. Mitchell, J. Easton , N. Shariati , M. Y. Mortlock, M. Schaefer and D. W. Lamb
Crop & Pasture Science
Digital Agriculture
academic publication
2022

DNA metabarcoding identifies urban foraging patterns of oligolectic and polylectic cavity-nesting bees

Kristeen Fernandes, Kit Prendergast, Philip W. Bateman, Benjamin J. Saunders, Mark Gibberd, Michael Bunce and Paul Nevill
Springer Link
Ecosystem
academic publication
2022

Efficient Dual-band single-port rectifier for RF energy harvesting at FM and GSM bands

Nastouh Nikkhah, Rasool Keshavarz, Justin Lipman, Mehran Abolhasan, Negin Shariati
Institute of Electrical and Electronics Engineers
Antenna
Sensor Technology
academic publication
2022

Emu’s First 120 Years: Landmark Papers of Change in Austral Ornithology

Leo Joseph, Allan H. Burbidge, Kaspar Delhey, Birgita Hansen, Sonia Kleindorfer, Golo Maurer
Emu Austral Ornithology
Ornithology
academic publication
2022

Exploring knowledge management enablers for blockchain-enabled food supply chain implementations

Chi Minh Pham, Sachithra Lokuge, Thuy Mguyen, Arthur Adamopoulos
Emerald Insight
Blockchain
Supply Chain
academic publication
2022

Low-profile dual-band pixelated defected ground antenna for multistandard IoT devices

Md. Amanath Ullah, Rasool Keshavarz, Mehran Abolhasan, Justin Lipman, Negin Shariati
Nature
IoT
academic publication
2022

Mapping the development of a Dinophysis bloom in a shellfish aquaculture area using a novel molecular qPCR assay

Penelope A. Ajani, Hernan F. Henriquez-Nunez, Arjun Verma, Satoshi Nagai, Hajime Uchida, Matthew J. Tesoriero, Hazel Farrell, Anthony Zammit, Steve Brett and Shauna A. Murray
Science Direct
Digital Agriculture
Remote Sensing
academic publication
2022

Miniaturized Patch Rectenna Using 3-Turn Complementary Spiral Resonator for Wireless Power Transfer

Ali Raza, Rasool Keshavarz, Negin Shariati
Institute of Electrical and Electronics Engineers (IEEE)
Digital Agriculture
academic publication
2022

Minute-wise frost prediction: An approach of recurrent neural networks

Ian Zhou, Justin Lipman, Mehran Abolhasan, Negin Shariati
Science Direct
IoT
Artificial Intelligence
academic publication
2022

Multi-band SIW Cavity Based Metamaterial Perfect Absorber

Majid Amiri; Mehran Abolhasan; Negin Shariati; Justin Lipman
Institute of Electrical and Electronics Engineers (IEEE)
Sensor Technology
Remote Sensing
academic publication
2022

Neural Topic Model Training with the REBAR Gradient Estimator

Amit Kumar, Nazanin Esmaili, and Massimo Piccardi
Association for Computing Machinery
Modeling
AI
Artificial Intelligence
academic publication
2022

RF-Self-Powered Sensor for Fully Autonomous Soil Moisture Sensing

Majid Amiri, Mehran Abolhasan, Negin Shariati, and Justin Lipman
Institute of Electrical and Electronics Engineers (IEEE)
Soil Moisture
IoT
Remote Sensing
Sensor Technology
academic publication
2022

Remote Water Salinity Sensor Using Metamaterial Perfect Absorber

Majid Amiri; Mehran Abolhasan; Negin Shariati; Justin Lipman
Institute of Electrical and Electronics Engineers
Remote Sensing
Water
academic publication
2022

Roles of Selective Agriculture Practices in Sustainable Agricultural Performance: A Systematic Review

Basharat Ali, Peter Dahlhaus
Sustainability
Sustainability
academic publication
2022

The Role of FAIR Data towards Sustainable Agricultural Performance: A Systematic Literature Review

Basharat Ali, Peter Dahlhaus
Agriculture
Sustainability
Digital Agriculture
academic publication
2022

The employer of choice or a sector without workforce?

Jim Pratley
Australian Farm Institute
Education
Digital Agriculture
academic publication
2022

Transformer-based Self-Supervised Fish Segmentation in Underwater Videos

Alyzayat Saleh, Marcus Sheaves, Dean Jerry, and Mostafa Rahimi Azghadi
arXiv
Modeling
Water
AI
academic publication
2021

A Canopy Transpiration Model Based on Scaling Up Stomatal Conductance and Radiation Interception as Affected by Leaf Area Index

Shahinur Alam, David Lamb, Nigel Warwick
Water 2021
Water
Transpiration
academic publication
2021

A Canopy Transpiration Model Based on Scaling Up Stomatal Conductance and Radiation Interception as Affected by Leaf Area Index

Muhammad Shahinur Alam, David William Lamb, Nigel W. M. Warwick
Water
Water
Dendrology
academic publication
2021

A Model for RF Loss through Vegetation with Varying Water Content

Sonam Peden, Ronald C. Bradbury, David William Lamb, Mark Hedley,
Journal of Electromagnetic Analysis and Applications
Modeling
Digital Agriculture
academic publication
2021

A Two-Point Iteration Method to Predict Canopy Water Content from RF Loss

Sonam Peden, Ronald C. Bradbury, David William Lamb, Mark Hedley
Smart Agricultural Technology
Transpiration
Water
Dendrology
academic publication
2021

Active and Passive Electro-optical Sensors for Health Assessment in Food Crops

Thomas Fahey, Hai Pham, Alessandro Gardi, Roberto Sabatini, Dario Stefanelli, Ian Goodwin, David William Lamb
Sensors 2021
Sensor Technology
IoT
academic publication
2021

Agriculture data sharing for public good – but who pays the price?

Clare Rutherford
Australian Farm Institute
Digital Agriculture
Sustainability
academic publication
2021

Blockchain Enabled Fish Provenance and Quality Tracking System

Xu Wang, Guangsheng Yu, Ren Ping Liu, Jian Zhang, Qiang Wu, Steven Su, Ying He, Wentian Zhang, Zongjian Zhang, Litao Yu, Taoping Liu, Peter Loneragan, Eryk Dutkiewicz, Erik Poole and Nick Paton
Institute of Electrical and Electronics Engineers
Supply Chain
Blockchain
IoT
Artificial Intelligence
AI
academic publication
2021

Broadacre Mapping of Wheat Biomass Using Ground-Based LiDAR Technology

André Freitas Colaço, Michael Schaefer, Robert G. V. Bramley
Remote Sensing
Broadacre
Digital Agriculture
academic publication
2021

Data sharing platforms: How value is created from agricultural data

Matthew Wysel, Derek Baker, William Billingsley
Science Direct
Data
academic publication
2021

Detection of Banana Plants Using Multi-Temporal Multispectral UAV Imagery

Aaron Aeberli, Kasper Johansen, Andrew Robson, David W. Lamb, and Stuart Phinn
Remote Sensing
Digital Agriculture
Horticulture
Remote Sensing
academic publication
2021

Digital Agriculture: A Tale of Unrealised Expectations?

Simon Cook, Elizabeth L. Jackson, Derek Baker
The Australian Farmer
Digital Agriculture
Data
academic publication
2021

Embedding digital agriculture into sustainable Australian food systems: pathways and pitfalls to value creation

Simon Cook, Elizabeth L. Jackson, Myles J. Fisher (In Memoriam), Derek Baker, Dean Diepeveen.
International Journal of Agricultural Sustainability.
Sustainability
Digital Agriculture
academic publication
2021

Engaging with Artificial Intelligence (AI) with a Bottom-Up Approach for the Purpose of Sustainability: Victorian Farmers Market Association, Melbourne Australia

Stéphanie Camaréna
Sustainability
Artificial Intelligence
Sustainability
academic publication
2021

Internet of Things 2.0: Concepts, Applications and Future Directions

Ian Zhou, Imran Makhdoom, Negin Shariati, Muhammad Ahmad Raza, Rasool Keshavarz, Justin Lipman, Mehran Abolhasan, and Abbas Jamalipour.
IEEE Access 2021
IoT
academic publication
2021

Laser Beam Atmospheric Propagation Modelling for Aerospace LIDAR Applications

Thomas Fahey, Maidul Islam, Alessandro Gardi, Roberto Sabatini
MDPI
Modeling
Artificial Intelligence
academic publication
2021

Modelling Time Varying Higher Order Conditional Moments: A Survey

Silvia J. Soltyk and Felix Chan
Journal of Economic Sruveys
Modeling
academic publication
2021

Multi-platform LiDAR approach for detecting coarse woody debris in a landscape with varied ground cover

Shukhrat Shokirov, Michael Schaefer, Shaun R. Levick, Tommaso Jucker, Justin Borevitz, Ilhom Abdurahmanov & Kara Youngentob
International Journal of Remote Sensing
Remote Sensing
Ecosystem
academic publication
2021

Prediction of Water Content of Eucalyptus Leaves Using 2.4 GHz Radio Wave

Sonam Peden, Ronald C. Bradbury, David William Lamb, Mark Hedley
Journal of Electromagnetic Analysis and Applications (JEAA)
Dendrology
Eucalyptus
Water
academic publication
2021

RF Loss Model for Tree Canopies with Varying Water Content

Sonam Peden, Ronald C. Bradbury, David William Lamb, Mark Hedley
Journal of Electromagnetic Analysis and Applications
Dendrology
Water
academic publication
2021

Reliability of a Handheld Bluetooth Colourimeter and Its Application to Measuring the Effects of Time from Harvest, Row Orientation and Training System on Nectarine Skin Colour

Alessio Scalisi, Mark G. O’Connell, Daniele Pelliccia, Tim Plozza, Christine Frisina, Subhash Chandra and Ian Goodwin
Horticulturae
Stonefruit
Summerfruit
Sensor Technology
Modeling
academic publication
2021

Soil moisture remote sensing using SIW cavity based metamaterial perfect absorber

Majid Amiri, Mehran Abolhasan, Negin Shariati, and Justin Lipman.
Nature Journals – Scientific Reports 11: 7153
Soil Moisture
Remote Sensing
Sensor Technology
IoT
academic publication
2021

Strengthening consumer trust in beef supply chain traceability with a blockchain-enabled human-machine reconcile mechanism

Shoufeng Cao, Warwick Powell, Marcus Foth, Valeri Natanelov, Thomas Miller and Uwe Dulleck
Computers and Electronics in Agriculture, 180
Digital Agriculture
Blockchain
Supply Chain
Beef
Traceability
academic publication
2021

The Segmented Colour Feature Extreme Learning Machine: Applications in Agricultural Robotics

Edmund J. Sadgrove, Greg Falzon, David Miron, and David W. Lamb
Agronomy
AI
Artificial Intelligence
Digital Agriculture
academic publication
2021

The paradoxes of food waste reduction in the horticultural supply chain

Carol Richards, Bree Hurst, Rudolf Messner, Grace O'Connor
Industrial Marketing Management Volume 93
Sustainability
Horticulture
Supply Chain
Food Waste
academic publication
2021

Topic-document inference with the Gumbel-Softmax distribution

Amit Kumar, Nazanin Emaili and Massimo Piccardi.
IEEE Access 2021
Modeling
academic publication
2021

Using qPCR and high-resolution sensor data to model a multi-species Pseudo-nitzschia (Bacillariophyceae) bloom in southeastern Australia

Penelope A. Ajani, Arjun Verma, Jin Ho Kim, Stephen Woodcock, Tomohiro Nishimura, Hazel Farrell, Anthony Zammit, Steve Brett, Shauna A. Murray
Harmful Algae
Sensor Technology
Ecosystem
academic publication
2020

A Unified Analytical Model for Proof-of-X Schemes

Guangsheng Yu, Xuan Zha, Xu Wang, Wei Ni, Kan Yue, J. Andrew Zhang, Ren Ping Liuab
Computers & Security
Blockchain
academic publication
2020

Artificial Intelligence in the design of transitions to Sustainable Food Systems

Stéphanie Camaréna
Journal of Cleaner Production, volume271
Sustainability
Artificial Intelligence
AI
academic publication
2020

Assessment of the use of Geographically Weighted Regression (GWR) for analysis of large on-farm experiments and implications for practical application

Fiona H. Evans, Angela Recalde Salas, Suman Rakshit, Craig Scanlan and Simon Cook,
Agronomy 10 (11)
On-Farm Experimentation
Agronomy
academic publication
2020

Enabling Attribute Revocation for Fine-Grained Access Control in Blockchain-IoT Systems

Guangsheng Yu, Xuan Zha, Xu Wang, Wei Ni, Kan Yu, Ping Yu, J. Andrew Zhang, Ren Ping Liu, Y. Jay Guo
Institute of Electrical and Electronics Engineers (IEEE)
Blockchain
IoT
academic publication
2020

Frost monitoring cyber-physical system: a survey on prediction and active protection methods

Ian Zhou, Justin Lipman, Mehran Abolhasan, Negin Shariati and David Lamb
Institute of Electrical and Electronics Engineers (IEEE)
Broadacre
Horticulture
IoT
academic publication
2020

Identifying Sheep Activity from Tri-Axial Acceleration Signals Using a Moving Window Classification Model

Jamie Barwick, David Lamb, Robin Dobos, Mitchell Welch, Derek Schneider, Mark Trotter
Remote Sensing
Livestock
Sheep
academic publication
2020

Increasing growth and yield by altering carbon metabolism in a transgenic leaf oil crop

Madeline Mitchell, Jenifer Pritchard, Shoko Okada, Jing Zhang, Ingrid Venables, Thomas Vanhercke, Jean-Philippe Ral
Plant Biotechnology Journal
Transgenic
academic publication
2020

Investigating the potential of Sentinel-1 to detect varying surface heterogeneity in pasture cover in grasslands

Richard Crabbe,David Lamb, Clare Edwards
International Journal of Remote Sensing
Pasture
Grazing
Livestock
Satellite
Remote Sensing
academic publication
2020

Maturity prediction in yellow peach (Prunus persica L.) cultivars using a fluorescence spectrometer

Alessio Scalisi, Daniele Pelliccia and Mark Glenn O’Connell,
Sensors2020
Sensor Technology
Horticulture
Summerfruit
Maturity
Stonefruit
academic publication
2020

PLEDGE: A Proof-of-Honesty based Consensus Protocol for Blockchain-based IoT Systems

Imran Makhdoom Farzad Tofigh, Ian Zhou, Mehran Abolhasan, and Justin Lipman
2020 IEEE International Conference on Blockchain and Cryptocurrency(ICBC)
Blockchain
IoT
academic publication
2020

Panoptic blockchain ecosystems: An exploratory case study of the beef supply chain

Lachlan Robb, Felicity Deane, Warwick Powell.
Monash Uni Law Review
Blockchain
Beef
Supply Chain
Ecosystem
academic publication
2020

PrivySharing: A blockchain-based framework for privacy-preserving and secure data sharing in smart cities

Imran Makhdoom, Ian Zhou, Mehran Abolhasan, Justin Lipman, Wei Ni
Computers & Security
Blockchain
academic publication
2020

Reducing the influence of solar illumination angle when using active optical sensor derived NDVIAOS to infer fAPAR for spring wheat (Triticum aestivum L.)

Muhammad Moshiur Rahman, David Lamb, Stanisław Samborski
Computers and Electronics in Agriculture
Broadacre
academic publication
2020

Survey: Sharding in blockchains

Guangsheng Yu, Xu Wang, Kan Yu, Wei Ni, J. Andrew Zhang, Ren Ping Liu
Institute of Electrical and Electronic Engineers (IEEE)
Blockchain
academic publication
2020

The “Prevention Paradox”: food waste prevention and the quandary of systemic surplus production

Rudolf Messner, Carol Richards, Hope Johnson
Agriculture and Human Values
Food Waste
academic publication
2019

A non-reference temperature histogram method for determining Tc from ground-based thermal imagery of orchard tree canopies

Arachchige Surantha Ashan Salgadoe, Andrew Robson, David Lamb, Derek Schneider
Remote Sensing
Satellite
Dendrology
Sensor Technology
Remote Sensing
academic publication
2019

A preliminary investigation of the potential of sentinel-1 radar to estimate pasture biomass in a grazed pasture landscape

by Richard Azu Crabbe, David Lamb, Clare Edwards, Karl Andersson, Derek Schneider
Remote Sensing
Pasture
Grazing
academic publication
2019

Airborne LiDAR and high-resolution multispectral data integration in Eucalyptus Tree species mapping in an Australian farmscape

Niva Kiran Verma, David Lamb, Priyakant Sinhaa
Geocarto International
Ecosystem
Dendrology
Eucalyptus
academic publication
2019

Assessment of Canopy Porosity in Avocado Trees as a Surrogate for Restricted Transpiration Emanating from Phytophthora Root Rot

Arachchige Surantha Ashan Salgadoe, Andrew Robson, David Lamb, Elizabeth Dann 
Remote sensing
Horticulture
Digital Agriculture
academic publication
2019

Discriminating between C3, C4, and mixedC3/C4 pasture grasses of a grazed landscape using multi-temporal Sentinel-1a data

Richard Crabbe, David Lamb, Clare Edwards
Remote Sensing
Remote Sensing
Satellite
Livestock
Grazing
Pasture
academic publication
2019

Discrimination of Species Composition Types of a Grazed Pasture Landscape Using Sentinel-1 and Sentinel-2 Data

Richard Crabbe, David Lamb, Clare Edwards
International Journal of Applied Earth Observation and Geoinformation
Grazing
Pasture
academic publication
2019

In-situ partitioning of evaporation and transpiration components using a portable evapotranspiration dome. A case study in Tall Fescue (Festuca arundinacea)

Muhammad Alam, David Lamb, Moshiur Rahman
Agriculture Water Management
Water
academic publication
2019

In-situ partitioning of evaporation and transpiration components using a portable evapotranspiration dome—A case study in Tall Fescue (Festuca arundinacea)

Muhammad Shahinur Alam, David Lamb, Muhammad Moshiur Rahman
Agricultural Water Management
Water
Remote Sensing
Transpiration
academic publication
2019

Reducing the influence of solar illumination angle when using active optical sensor derived NDVIAOS to infer fAPAR for spring wheat

Moshiur Rahman, David Lamb, Stanislaw Samborski
Computers and Electronics in Agriculture.
Sensor Technology
Broadacre

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