Using ARDC Nectar VMs, Jupyter Hub and GitHub to Deploy Agricultural Modelling Applications on the AgReFed Platform

Presentation


Gacenga, Francis and An-Vo, Duc-Anh. 2023. "Using ARDC Nectar VMs, Jupyter Hub and GitHub to Deploy Agricultural Modelling Applications on the AgReFed Platform." eResearch Australasia 2023 Conference. Brisbane, Australia 16 - 20 Oct 2023 Australia.
Paper/Presentation Title

Using ARDC Nectar VMs, Jupyter Hub and GitHub to Deploy Agricultural Modelling Applications on the AgReFed Platform

Presentation TypePresentation
AuthorsGacenga, Francis and An-Vo, Duc-Anh
Year2023
Place of PublicationAustralia
Web Address (URL) of Conference Proceedingshttps://conference.eresearch.edu.au/program/
Conference/EventeResearch Australasia 2023 Conference
Event Details
eResearch Australasia 2023 Conference
Delivery
In person
Event Date
16 to end of 20 Oct 2023
Event Location
Brisbane, Australia
Event Venue
Brisbane Convention & Exhibition Centre
Event Description

eResearch 2023 will offer delegates the opportunity to engage, connect, and share their ideas and exemplars concerning new information-centric research capabilities, and how information and communication technologies help researchers to collaborate, collect, manage, share, process, analyse, store, find, understand and re-use information.

Event Web Address (URL)
Abstract

In this half-day workshop participants will learn how to develop and use Jupyter Notebooks and Virtual Machines to run scientific workflows. We will demonstrate data integration workflow for Agricultural applications in Australia.

The Agricultural Modelling notebooks here were developed for three applications presented in 3 separate user case notebooks:

1. Sowing date of wheat crop across the wheatbelt to achieve the best profit
2. Using seasonal climate forecast to support when to sow wheat
3. Irrigation scheduling of sugarcane to achieve the best profit

Participants will have a hands on session through these notebooks in the workshop to learn about how to analyse databases generated by Agricultural Models such as APSIM to support real decision making in agriculture. Other essential skills for agricultural researchers can also be learned such as data accessing using API, static and interactive mapping, and visualisation.

Users of the AgReFed platform will be able to work with a production system simulation of their choice, allowing them to integrate with other data sources for decision analytics. The integration provides a unique capability of the AgReFed platform in crop modelling and simulations – a powerful tool for agricultural research. Users will be guided on how to put crop modelling and simulations into decision making frameworks, informing agricultural management decisions.

KeywordsAgriculture, Modelling, Virtual Machines, Jupyter Notebook
Contains Sensitive ContentDoes not contain sensitive content
ANZSRC Field of Research 2020300205. Agricultural production systems simulation
460905. Information systems development methodologies and practice
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Byline AffiliationsUniversity of Southern Queensland
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An-Vo, D. A., Mai-Duy, N. and Tran-Cong, T.. 2011. "A C2-continuous control-volume technique based on cartesian grids and two-node integrated-RBF elements for second-order elliptic problems." CMES Computer Modeling in Engineering and Sciences. 72 (4), pp. 299-334. https://doi.org/10.3970/cmes.2011.072.299
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Gacenga, Francis, Cater-Steel, Aileen, Toleman, Mark and Tan, Wui-Gee. 2011. "Keeping score: measuring ITSM performance." 14th National Conference of IT Service Management Forum (itSMF) Australia. Perth, Australia 17 - 19 Aug 2010 Melbourne, Australia.
Performance measurement of IT service management: a case study of an Australian university
Gacenga, Francis and Cater-Steel, Aileen. 2011. "Performance measurement of IT service management: a case study of an Australian university." Seddon, Peter and Gregor, Shirley (ed.) 15th Pacific Asia Conference on Information Systems (PACIS 2011): Quality Research in Pacific Asia. Brisbane, Australia 07 - 11 Jul 2011 Brisbane, Australia.
Towards a framework and contingency theory for performance measurement: a mixed-method approach [Research in progress]
Gacenga, Francis, Cater-Steel, Aileen and Tan, Wui-Gee. 2011. "Towards a framework and contingency theory for performance measurement: a mixed-method approach [Research in progress]." Seddon, Peter and Gregor, Shirley (ed.) 15th Pacific Asia Conference on Information Systems (PACIS 2011): Quality Research in Pacific Asia. Brisbane, Australia 07 - 11 Jul 2011 Brisbane, Australia.
An International Analysis of IT Service Management Benefits and Performance Measurement
Gacenga, Francis, Cater-Steel, Aileen and Toleman, Mark. 2010. "An International Analysis of IT Service Management Benefits and Performance Measurement ." Journal of Global Information Technology Management. 13 (4), pp. 28-63. https://doi.org/10.1080/1097198X.2010.10856525
Delivering value through IT service management metrics
Gacenga, Francis and Cater-Steel, Aileen. 2010. "Delivering value through IT service management metrics." ITSMF Bulletin: Informed Intelligence. Summer, pp. 8-9.
What's Your PMF challenge?
Gacenga, Francis and Cater-Steel, Aileen. 2010. "What's Your PMF challenge?" ITSMF Bulletin: Informed Intelligence. Winter, pp. 15-17.
Results from a survey of members of the IT Service Management Forum of Australia to measure the performance of service orientated IT management
Gacenga, Francis. 2009. Results from a survey of members of the IT Service Management Forum of Australia to measure the performance of service orientated IT management. Toowoomba. University of Southern Queensland. https://doi.org/10.26192/q37yz