31 citations · 100 across the 12 of their papers we have counts for
4 papers · 1 filter
An operational framework to automatically evaluate the quality of weather observations from third-party stations
Quanxi Shao, Ming Li, Joel Janek Dabrowski +4
With increasing number of crowdsourced private automatic weather stations (called TPAWS) established to fill the gap of official network and obtain local weather information for va…
Quality Control in Weather Monitoring with Dynamic Linear Models
Joel Janek Dabrowski, Ashfaqur Rahman, Ming Li +4
Decisions in agriculture are frequently based on weather. With an increase in the availability and affordability of off-the-shelf weather stations, farmers able to acquire localise…
Smart Headset, Computer Vision and Machine Learning for Efficient Prawn Farm Management
Mingze Xi, Ashfaqur Rahman, Chuong Nguyen +2
Understanding the growth and distribution of the prawns is critical for optimising the feed and harvest strategies. An inadequate understanding of prawn growth can lead to reduced…
Deep Learning for Prawn Farming: Forecasting and Anomaly Detection
Joel Janek Dabrowski, Ashfaqur Rahman, Andrew Hellicar +2
We present a decision support system for managing water quality in prawn ponds. The system uses various sources of data and deep learning models in a novel way to provide 24-hour f…