Relationship among electrical signals, chlorophyll fluorescence, and root vitality of strawberry seedlings under drought stress

J Zhou, W Yuan, B Di, G Zhang, J Zhu, P Zhou, T Ding… - Agronomy, 2022 - mdpi.com
Drought area expansion has a great impact on the growth and development of plants. To
contribute to the water management of strawberry, this work aims to study the chronological …

Noise reduction and analysis of leaf electrical signals of strap-leaved plants based on VMD-EWT

J Gu, F Tian, J Shi, F Tan - Computers and Electronics in Agriculture, 2024 - Elsevier
Plant electrical signals are rapid responses of plants to external stimuli, and their
characteristic changes are closely associated with plant life activities. However, due to their …

ELM-KL-LSTM: a robust and general incremental learning method for efficient classification of time series data

Q Zhou, ZY Wang, L Huang - PeerJ Computer Science, 2023 - peerj.com
Efficiently analyzing and classifying dynamically changing time series data remains a
challenge. The main issue lies in the significant differences in feature distribution that occur …

1DCAE-TSSAMC: Two-Stage Multi-Dimensional Spatial Features Based Multi-View Deep Clustering for Time Series Data

J Chen, W Song, X Zuo, K Zhao, B Jin… - International Journal of …, 2024 - World Scientific
At present, as a research hotspot for time series data (TSD), the deep clustering analysis of
TSD has huge research value and practical significance. However, there still exist the …

Monitoring system of plant growth environment temperature based on LabVIEW and BP neural network

X Cui, L Tian, M Li, H Han, S Hou… - 2023 IEEE 6th …, 2023 - ieeexplore.ieee.org
In the current agricultural intelligence, the monitoring of plant growth environment
parameters needs to use a variety of sensors which also leads to the existing intelligent …