Publications

Citation 3112
H-Index 30
i10-index 44

Data from Google Scholar and updated on 21 April 2022.

Increased wheat price spikes and larger economic inequality with 2°C global warming

Climate change poses complex impacts on the global wheat supply and demand chain. The impacts of climate change on average wheat yields …

Global Wheat Head Detection 2021: An Improved Dataset for Benchmarking Wheat Head Detection Methods

The Global Wheat Head Detection (GWHD) dataset was created in 2020 and has assembled 193,634 labelled wheat heads from 4700 RGB images …

Integrating Crop Growth Models with Remote Sensing for Predicting Biomass Yield of Sorghum

Plant phenotypes are often descriptive, rather than predictive of crop performance. As a result, extensive testing is required in plant …

ModelingGlobal Wheat Head Detection (GWHD) Dataset: A Large and Diverse Dataset of High-Resolution RGB-Labelled Images to Develop and Benchmark Wheat Head Detection Methods

The detection of wheat heads in plant images is an important task for estimating pertinent wheat traits including head population …

Establishing a value proposition for future traits in a climate-changing world.

Increasing climate variability is as great a concern as increasing air temperatures forecast with climate change. The challenge for …

A Weakly Supervised Deep Learning Framework for Sorghum Head Detection and Counting

The yield of cereal crops such as sorghum (Sorghum bicolor L. Moench) depends on the distribution of crop-heads in varying branching …

Role of genotypic variation in response to increasing temperatures in wheat