[HTML][HTML] A survey of image-based computational learning techniques for frost detection in plants

S Shammi, F Sohel, D Diepeveen, S Zander… - Information Processing …, 2023 - Elsevier
Frost damage is one of the major concerns for crop growers as it can impact the growth of
the plants and hence, yields. Early detection of frost can help farmers mitigating its impact. In …

Frost response in wheat and early detection using proximal sensors

JG Nuttall, EM Perry, AJ Delahunty… - Journal of Agronomy …, 2019 - Wiley Online Library
Frost can significantly reduce production of field crops grown in Mediterranean‐type
environments, where significant economic losses for Australian wheat occur annually. If non …

Machine learning-based detection of freezing events using infrared thermography

S Shammi, F Sohel, D Diepeveen, S Zander… - … and Electronics in …, 2022 - Elsevier
Frost can cause irreversible damage to plant tissue and can significantly reduce yields and
quality. A thorough understanding of the freezing dynamics is crucial to develo** …

[HTML][HTML] Detecting frost stress in wheat: A controlled environment hyperspectral study on wheat plant components and implications for multispectral field sensing

ME Murphy, B Boruff, JN Callow, KC Flower - Remote Sensing, 2020 - mdpi.com
Radiant frost during the reproductive stage of plant growth can result in considerable wheat
(Triticum aestivum L.) yield loss. Much effort has been spent to prevent and manage these …

[HTML][HTML] Phenoty** the chilling and freezing responses of young microspore stage wheat spikes using targeted metabolome and lipidome profiling

BE Cheong, O Onyemaobi, W Wing Ho Ho… - Cells, 2020 - mdpi.com
Chilling and frost conditions impose major yield restraints to wheat crops in Australia and
other temperate climate regions. Unpredictability and variability of field frost events are …

[HTML][HTML] Minimum temperature map** augments Australian grain farmers' knowledge of frost

DL Gobbett, U Nidumolu, H **, P Hayman… - Agricultural and Forest …, 2021 - Elsevier
Economic losses due to crop damage caused by frost in Australia are estimated to be many
hundreds of millions of dollars. In broadacre crop**, pre-sowing management to alleviate …

[HTML][HTML] Frost damage assessment in wheat using spectral mixture analysis

GJ Fitzgerald, EM Perry, KC Flower, JN Callow… - Remote Sensing, 2019 - mdpi.com
Frost damage to broadacre crops can cause up to an 85% loss in productivity. Although
growers have few options for crop protection from frost, a rapid method for assessing frost …

Variation in reproductive frost susceptibility of wheat cultivars is not associated with variation in glume and lemma thickness

DL Martino, PE Abbate, TB Ben, AC Pontaroli… - European Journal of …, 2021 - Elsevier
The thickness of wheat (Triticum aestivum L.) glumes and lemmas (T GL) influences their
thermal insulation properties, which in turn, may influence reproductive frost susceptibility …

Machine learning-based frost detection in plants from infrared thermography

S Shammi - 2023 - researchportal.murdoch.edu.au
Machine learning-based frost detection in plants from infrared thermography Page 1
THESIS Machine learning-based frost detection in plants from infrared thermography …

Application of biotechnology to improve frost tolerance of wheat

KPK Bandaralage - 2023 - researchportal.murdoch.edu.au
Cold or frost stress is a significant issue for wheat (Triticum aestivum) grown in
Mediterranean environments. Antifreeze Proteins (AFPs) present in some frost-tolerant …