Review on convolutional neural network (CNN) applied to plant leaf disease classification

J Lu, L Tan, H Jiang - Agriculture, 2021 - mdpi.com
Crop production can be greatly reduced due to various diseases, which seriously endangers
food security. Thus, detecting plant diseases accurately is necessary and urgent. Traditional …

On using artificial intelligence and the internet of things for crop disease detection: A contemporary survey

H Orchi, M Sadik, M Khaldoun - Agriculture, 2021 - mdpi.com
The agricultural sector remains a key contributor to the Moroccan economy, representing
about 15% of gross domestic product (GDP). Disease attacks are constant threats to …

Long-distance electrical signals as a link between the local action of stressors and the systemic physiological responses in higher plants

V Sukhov, E Sukhova, V Vodeneev - Progress in Biophysics and Molecular …, 2019 - Elsevier
Our review is devoted to the analysis of the role of long-distance electrical signals in the
development of the fast systemic physiological responses in higher plants. The …

Electrical signals, plant tolerance to actions of stressors, and programmed cell death: is interaction possible?

E Sukhova, V Sukhov - Plants, 2021 - mdpi.com
In environmental conditions, plants are affected by abiotic and biotic stressors which can be
heterogenous. This means that the systemic plant adaptive responses on their actions …

Broadening the definition of a nervous system to better understand the evolution of plants and animals

S Miguel-Tomé, RR Llinás - Plant Signaling & Behavior, 2021 - Taylor & Francis
Most textbook definitions recognize only animals as having nervous systems. However, for
the past couple decades, botanists have been meticulously studying long-distance signaling …

Local action of moderate heating and illumination induces propagation of hyperpolarization electrical signals in wheat plants

L Yudina, E Sukhova, A Popova, Y Zolin… - … in Sustainable Food …, 2023 - frontiersin.org
Electrical signals (ESs), which are generated in irritated zones of plants and propagate into
their non-irritated parts, are hypothesized to be an important mechanism of a plant systemic …

Using a one-dimensional convolutional neural network with a conditional generative adversarial network to classify plant electrical signals

XH Qin, ZY Wang, JP Yao, Q Zhou, PF Zhao… - … and Electronics in …, 2020 - Elsevier
Identification of salt tolerance of crops usually requires long-term observation of morphology,
or physiological and biochemical experiments, which are time-consuming and laborious …

Classification of various nutrient deficiencies in tomato plants through electrophysiological signal decomposition and sample space reduction

K Sai, N Sood, I Saini - Plant Physiology and Biochemistry, 2022 - Elsevier
Plants leave testimonies of undergoing physical state by depicting distinct variations in their
electrophysiological data. Adequate nutrition of plants signifies their role in the growth and a …

Effect of chronic β-radiation on long-distance electrical signals in wheat and their role in adaptation to heat stress

MA Grinberg, SV Gudkov, IV Balalaeva… - Environmental and …, 2021 - Elsevier
Plants are unavoidably exposed to ionizing radiation (IR) from natural and anthropogenic
sources. Along with the chronic irradiation, plants are influenced by other environmental …

Hyperpolarization electrical signals induced by local action of moderate heating influence photosynthetic light reactions in wheat plants

L Yudina, E Sukhova, A Popova, Y Zolin… - Frontiers in Plant …, 2023 - frontiersin.org
Local action of stressors induces fast changes in physiological processes in intact parts of
plants including photosynthetic inactivation. This response is mediated by generation and …