[HTML][HTML] Computer vision, IoT and data fusion for crop disease detection using machine learning: A survey and ongoing research

M Ouhami, A Hafiane, Y Es-Saady, M El Hajji… - Remote Sensing, 2021 - mdpi.com
Crop diseases constitute a serious issue in agriculture, affecting both quality and quantity of
agriculture production. Disease control has been a research object in many scientific and …

[HTML][HTML] 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 …

Hyperspectral image analysis techniques for the detection and classification of the early onset of plant disease and stress

A Lowe, N Harrison, AP French - Plant methods, 2017 - Springer
This review explores how imaging techniques are being developed with a focus on
deployment for crop monitoring methods. Imaging applications are discussed in relation to …

[HTML][HTML] A review of imaging techniques for plant disease detection

V Singh, N Sharma, S Singh - Artificial Intelligence in Agriculture, 2020 - Elsevier
Agriculture is the basis of every economy worldwide. Crop production is one of the major
factors affecting domestic market condition in any country. Agricultural production is also a …

Decoding early stress signaling waves in living plants using nanosensor multiplexing

MCY Ang, JM Saju, TK Porter, S Mohaideen… - Nature …, 2024 - nature.com
Increased exposure to environmental stresses due to climate change have adversely
affected plant growth and productivity. Upon stress, plants activate a signaling cascade …

Hyperspectral sensors and imaging technologies in phytopathology: state of the art

AK Mahlein, MT Kuska, J Behmann… - Annual review of …, 2018 - annualreviews.org
Plant disease detection represents a tremendous challenge for research and practical
applications. Visual assessment by human raters is time-consuming, expensive, and error …

Salt stress under the scalpel–dissecting the genetics of salt tolerance

MJL Morton, M Awlia, N Al‐Tamimi, S Saade… - The Plant …, 2019 - Wiley Online Library
Salt stress limits the productivity of crops grown under saline conditions, leading to
substantial losses of yield in saline soils and under brackish and saline irrigation. Salt …

Domain adaptation for the classification of remote sensing data: An overview of recent advances

D Tuia, C Persello, L Bruzzone - IEEE geoscience and remote …, 2016 - ieeexplore.ieee.org
The success of the supervised classification of remotely sensed images acquired over large
geographical areas or at short time intervals strongly depends on the representativity of the …

Benefits of hyperspectral imaging for plant disease detection and plant protection: a technical perspective

S Thomas, MT Kuska, D Bohnenkamp… - Journal of Plant …, 2018 - Springer
The detection and identification of plant diseases is crucial for an appropriate and targeted
application of plant protection measures in crop production. Recently, intensive research …

Recent advances in crop water stress detection

SO Ihuoma, CA Madramootoo - Computers and Electronics in Agriculture, 2017 - Elsevier
In order to meet the demand for increased global food production under limited water
resources, implementation of suitable irrigation scheduling technique is crucial, particularly …