AIMC Topic: Plant Development
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Synergistic potential of halophytes and halophilic/halotolerant plant growth-promoting bacteria in saline soil remediation: Adaptive mechanisms, challenges, and sustainable solutions.
Microbiological research
May 22, 2025
Salinity stress poses significant challenges to agriculture, reducing productivity and limiting arable land by causing ionic and osmotic imbalances in plants, disrupting physiological processes, and leading to soil degradation over time. Halophytes a...
Inspired by the growth behavior of plants: biomimetic soft robots that just meet the requirements of use.
Bioinspiration & biomimetics
Feb 4, 2025
Soft robots are usually manufactured using the pouring method and can only be configured with a fixed execution area, which often faces the problem of insufficient or wasteful performance in real-world applications, and cannot be reused for other tas...
Dynamic modelling and predictive position/force control of a plant-inspired growing robot.
Bioinspiration & biomimetics
Nov 12, 2024
This paper presents the development and control of a dynamic model for a plant-inspired growing robot, termed the 'vine-robot', using the Euler-Lagrangian method. The unique growth mechanism of the vine-robot enables it to navigate complex environmen...
A CNN-based model to count the leaves of rosette plants (LC-Net).
Scientific reports
Jan 17, 2024
Plant image analysis is a significant tool for plant phenotyping. Image analysis has been used to assess plant trails, forecast plant growth, and offer geographical information about images. The area segmentation and counting of the leaf is a major c...
Modelling daily plant growth response to environmental conditions in Chinese solar greenhouse using Bayesian neural network.
Scientific reports
Mar 16, 2023
Understanding how plants respond to environmental conditions such as temperature, CO, humidity, and light radiation is essential for plant growth. This paper proposes an Artificial Neural Network (ANN) model to predict plant response to environmental...
Synthetic growth by self-lubricated photopolymerization and extrusion inspired by plants and fungi.
Proceedings of the National Academy of Sciences of the United States of America
Aug 9, 2022
Many natural organisms, such as fungal hyphae and plant roots, grow at their tips, enabling the generation of complex bodies composed of natural materials as well as dexterous movement and exploration. Tip growth presents an exemplary process by whic...
An embedded system for the automated generation of labeled plant images to enable machine learning applications in agriculture.
PloS one
Dec 17, 2020
A lack of sufficient training data, both in terms of variety and quantity, is often the bottleneck in the development of machine learning (ML) applications in any domain. For agricultural applications, ML-based models designed to perform tasks such a...
Robotic Sensing and Stimuli Provision for Guided Plant Growth.
Journal of visualized experiments : JoVE
Jul 1, 2019
Robot systems are actively researched for manipulation of natural plants, typically restricted to agricultural automation activities such as harvest, irrigation, and mechanical weed control. Extending this research, we introduce here a novel methodol...
Machine learning modeling of plant phenology based on coupling satellite and gridded meteorological dataset.
International journal of biometeorology
Apr 11, 2018
Changes in the timing of plant phenological phases are important proxies in contemporary climate research. However, most of the commonly used traditional phenological observations do not give any coherent spatial information. While consistent spatial...
Discrimination of plant root zone water status in greenhouse production based on phenotyping and machine learning techniques.
Scientific reports
Aug 15, 2017
Plant-based sensing on water stress can provide sensitive and direct reference for precision irrigation system in greenhouse. However, plant information acquisition, interpretation, and systematical application remain insufficient. This study develop...
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