Current state of hyperspectral remote sensing for early plant disease detection: A review
A Terentev, V Dolzhenko, A Fedotov, D Eremenko - Sensors, 2022 - mdpi.com
The development of hyperspectral remote sensing equipment, in recent years, has provided
plant protection professionals with a new mechanism for assessing the phytosanitary state of …
plant protection professionals with a new mechanism for assessing the phytosanitary state of …
Ganoderma boninense basal stem rot induced by climate change and its effect on oil palm
In countries like Malaysia and Indonesia, palm oil is a strategic commodity. A wide variety of
products are made from palm oil, including food, cosmetics, as well as biodiesel production …
products are made from palm oil, including food, cosmetics, as well as biodiesel production …
Automatic disease detection of basal stem rot using deep learning and hyperspectral imaging
Basal Stem Rot (BSR), a disease caused by Ganoderma boninense (G. boninense), has
posed a significant concern for the oil palm industry, particularly in Southeast Asia, as it has …
posed a significant concern for the oil palm industry, particularly in Southeast Asia, as it has …
Early detection of basal stem rot disease in oil palm tree using unmanned aerial vehicle-based hyperspectral imaging
J Kurihara, VC Koo, CW Guey, YP Lee, H Abidin - Remote Sensing, 2022 - mdpi.com
Early detection of basal stem rot (BSR) disease in oil palm trees is important for the
sustainable production of palm oil in the limited land for plantation in Southeast Asia …
sustainable production of palm oil in the limited land for plantation in Southeast Asia …
Early symptom detection of basal stem rot disease in oil palm trees using a deep learning approach on UAV images
OW Kent, TW Chun, TL Choo, LW Kin - Computers and Electronics in …, 2023 - Elsevier
The oil palm tree (Elaeis guineensis Jacq.) is a vital and economically important plant, as the
oil from its fruit is a primary export for many Southeast Asian countries. Hence the health of …
oil from its fruit is a primary export for many Southeast Asian countries. Hence the health of …
A multi-layer perceptron-based approach for early detection of BSR disease in oil palm trees using hyperspectral images
Abstract Basal Stem Rot (BSR) disease caused by Ganoderma boninense is identified as
the biggest threat in oil palm industry in Malaysia, resulting in significant yield losses …
the biggest threat in oil palm industry in Malaysia, resulting in significant yield losses …
Non-Destructive Detection of Asymptomatic Ganoderma boninense Infection of Oil Palm Seedlings Using NIR-Hyperspectral Data and Support Vector Machine
S Khairunniza-Bejo, MS Shahibullah, ANN Azmi… - Applied Sciences, 2021 - mdpi.com
Featured Application Major improvements in yield and disease resistance have come from
plant selection and breeding. The proposed method provides a better management due to …
plant selection and breeding. The proposed method provides a better management due to …
Near‐infrared spectroscopy and deep neural networks for early common root rot detection in wheat from multi‐season trials
Y Xiong, C McCarthy, J Humpal, C Percy - Agronomy Journal, 2024 - Wiley Online Library
In Australia, the soil‐borne disease common root rot (Bipolaris sorokiniana)(CRR) in wheat
(Triticum aestivum L.) leads to substantial yield losses, yet has limited visible aboveground …
(Triticum aestivum L.) leads to substantial yield losses, yet has limited visible aboveground …
Classification of basal stem rot using deep learning: a review of digital data collection and palm disease classification methods
Oil palm is a key agricultural resource in Malaysia. However, palm disease, most
prominently basal stem rot caused at least RM 255 million of annual economic loss. Basal …
prominently basal stem rot caused at least RM 255 million of annual economic loss. Basal …
Identification of bagworm (Metisa plana) instar stages using hyperspectral imaging and machine learning techniques
SNAM Johari, S Khairunniza-Bejo, ARM Shariff… - … and Electronics in …, 2022 - Elsevier
A serious outbreak of leaf-eating insects namely bagworm (Lepidoptera: Psychidae),
especially Metisa plana species, may cause a 43% yield loss in oil palm production due to …
especially Metisa plana species, may cause a 43% yield loss in oil palm production due to …