Innovation

Recent Scholarly Publications

Records 6 / 6

Integrating satellite and climate data to predict wheat yield in Australia using machine learning approaches

May 2019

Wheat is the most important staple crop grown in Australia, and Australia is one of the top wheat exporting countries globally.

Crop type mapping without field-level labels: Random forest transfer and unsupervised clustering techniques

January 2019

Crop type mapping at the field level is necessary for a variety of applications in agricultural monitoring and food security.

Hierarchical Modeling of Seed Variety Yields and Decision Making for Future Planting Plans

June 2018

Eradicating hunger and malnutrition is a key development goal of the twenty first century.

Deep Transfer Learning for Crop Yield Prediction with Remote Sensing Data

June 2018

Accurate prediction of crop yields in developing countries in advance of harvest time is central to preventing famine, improving food security, and sustainable development of agriculture.

Solar-powered drip irrigation Impacts on crops production diversity and dietary diversity in northern Benin

March 2016

In 2007, "solar market gardens" were installed in 2 villages for women’s agricultural groups as a strategy for enhancing food and nutrition security.

Searching for Solutions in Aquaculture: Charting a sustainable course

October 2012

Aquaculture is currently the fastest growing animal food production sector and will soon supply more than half of the world’s seafood for human consumption.

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Rodrigo Pizarro Visiting Scholar