John Hornbuckle

Deakin University — Australia

Agricultural and Biological Sciences · Life Sciences

19h-index1.3kcitations84works1.52yr avg
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Research Topics

Irrigation Practices and Water Management(25), Rice Cultivation and Yield Improvement(14), Remote Sensing in Agriculture(10), Smart Agriculture and AI(10), Plant Water Relations and Carbon Dynamics(8)

Publications84 total

Monitoring Nitrogen Uptake and Grain Quality in Ponded and Aerobic Rice with the Squared Simplified Canopy Chlorophyll Content Index
Remote Sensing·2025Open Access
Impact of Standing Water Level and Observation Time on Remote-Sensed Canopy Indices for Rice Nitrogen Status Monitoring
Remote Sensing·2025· 1 citedOpen Access
Measurement of methane and nitrous oxide emissions from Australian rice grown under conventional and water saving irrigation practises.
2025Open Access
Assessing Drone-Based Remote Sensing Indices for Monitoring Rice Nitrogen Plant Status Under Different Irrigation Techniques
Agronomy·2024· 6 citedOpen Access
Convolutional Neural Networks accurately predict soil matric potential from soil, weather, and satellite-derived data
Computers and Electronics in Agriculture·2024· 3 citedOpen Access
Soil greenhouse gas emissions under enhanced efficiency and urea nitrogen fertilizer from Australian irrigated aerobic rice production
Agrosystems Geosciences & Environment·2024· 2 citedOpen Access
Impact of soil spatial variability on young almond trees: A case study on heavy clay soils
Agrosystems Geosciences & Environment·2024Open Access
Optimizing water management in young almond orchards with heavy clay soils in southeastern Australia using proximal and remote sensors
Acta Horticulturae·2024
Remote sensing to predict soil moisture tension in water saving rice systems of temperate South-Eastern Australia
Journal of Applied Remote Sensing·2023Open Access
Evaluating the Performance and Opportunity Cost of a Smart-Sensed Automated Irrigation System for Water-Saving Rice Cultivation in Temperate Australia
Agriculture·2023· 20 citedOpen Access
Decision Support Tool to Predict Panicle Initiation in Aerobic Rice
Agronomy·2023· 1 citedOpen Access
Effect of Soil Moisture Deficit on Aerobic Rice in Temperate Australia
Agronomy·2023· 19 citedOpen Access
Smart sensing and automated irrigation for sustainable rice systems: A state of the art review
Advances in agronomy·2022· 15 cited
Using poultry litter for cotton phosphorus nutrition in Australia
Agronomy Journal·2022· 2 citedOpen Access
Machine learning approach to estimate soil matric potential in the plant root zone based on remote sensing data
Frontiers in Plant Science·2022· 20 citedOpen Access
Blue–green water utilization in rice–fish cultivation towards sustainable food production
AMBIO·2022· 30 citedOpen Access
Evaluating Strategies to Improve Water Availability and Lateral Root Growth of Plants Grown in the Rice-Growing Lowlands of the Lower Mekong Basin
Agronomy·2021· 3 citedOpen Access
Effects of three frequencies of irrigation and nitrogen rates on lint yield, nitrogen use efficiency and fibre quality of cotton under furrow irrigation
Agricultural Water Management·2021· 48 citedOpen Access
IRRISENS: An IoT Platform Based on Microservices Applied in Commercial-Scale Crops Working in a Multi-Cloud Environment
Sensors·2020· 15 citedOpen Access
IRRISENS: An IoT Platform Based on Microservices Applied in Commercial-Scale Crops Working in a Multi-Cloud Environment
Preprints.org·2020· 4 citedOpen Access
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Frequent Co-authors

Carlos Ballester(15), Evan Christen(10), E.W. Christen(9), James Brinkhoff(8), Wendy C. Quayle(7), R. D. Faulkner(6), James E. Ayars(5), Nicholas Car(4), Matthew Champness(4), Gonzalo Carracelas(3), Álvaro Roel(3), Rodrigo Filev Maia(3), Camilla Vote(3), Thavone Inthavong(3), Chantha Oeurng(3), V. Seng(3), Philip Eberbach(3), Linda Holz(3), Keith L. Bristow(2), Philip S. Casey(2)