AIMC Topic: Photosynthesis

Clear Filters Showing 11 to 20 of 31 articles

Plastic particles and fluorescent brightener co-modify Chlorella pyrenoidosa photosynthesis and a machine learning approach predict algae growth.

Journal of hazardous materials Aug 2, 2024
Global release of plastics exerts various impacts on the ecological cycle, particularly on primary photosynthesis, while the impacts of plastic additives are unknown. As a carrier of fluorescent brightener, plastic particles co-modify Chlorella pyren...
Machine Learning Polystyrenes Photosynthesis Chlorella Plastics Fluorescent Dyes Water Pollutants, Chemical
View on PubMed DOI

Understanding the phytotoxic effects of organic contaminants on rice through predictive modeling with molecular descriptors: A data-driven analysis.

Journal of hazardous materials Jun 17, 2024
The widespread introduction of organic compounds into environments poses significant risks to ecosystems. Assessing the adverse effects of organic contaminants on crops is crucial for ensuring food safety. However, laboratory research is often time-c...
Oryza Photosynthesis Organic Chemicals Soil Pollutants Machine Learning Oxidative Stress
View on PubMed DOI

Machine learning in photosynthesis: Prospects on sustainable crop development.

Plant science : an international journal of experimental plant biology Jul 18, 2023
Improving photosynthesis is a promising avenue to increase food security. Studying photosynthetic traits with the aim to improve efficiency has been one of many strategies to increase crop yield but analyzing large data sets presents an ongoing chall...
Machine Learning Phenotype Photosynthesis
View on PubMed DOI

Detection of Tip-Burn Stress on Lettuce Grown in an Indoor Environment Using Deep Learning Algorithms.

Sensors (Basel, Switzerland) Sep 24, 2022
Lettuce grown in indoor farms under fully artificial light is susceptible to a physiological disorder known as tip-burn. A vital factor that controls plant growth in indoor farms is the ability to adjust the growing environment to promote faster crop...
Algorithms Deep Learning Light Lactuca Photosynthesis Plant Leaves Burns
View on PubMed DOI

A photosynthetic rate prediction model using improved RBF neural network.

Scientific reports Jun 10, 2022
A photosynthetic prediction rate model is a theoretical basis for light environmental regulation, and the existing photosynthetic rate prediction models are limited by low modeling speed and prediction accuracy. Therefore, this paper analyses effects...
Neural Networks, Computer Artificial Intelligence Cucumis sativus Algorithms Photosynthesis
View on PubMed DOI

PhotoModPlus: A web server for photosynthetic protein prediction from genome neighborhood features.

PloS one Mar 17, 2021
A new web server called PhotoModPlus is presented as a platform for predicting photosynthetic proteins via genome neighborhood networks (GNN) and genome neighborhood-based machine learning. GNN enables users to visualize the overview of the conserved...
Photosynthetic Reaction Center Complex Proteins Genome Photosynthesis Machine Learning Software Internet Computational Biology Cyanobacteria Datasets as Topic
View on PubMed DOI

The proteome landscape of the kingdoms of life.

Nature Jun 17, 2020
Proteins carry out the vast majority of functions in all biological domains, but for technological reasons their large-scale investigation has lagged behind the study of genomes. Since the first essentially complete eukaryotic proteome was reported, ...
Bacteroides Iron-Sulfur Proteins Protein Biosynthesis Photosynthesis Species Specificity Homeostasis Classification Carbohydrate Metabolism Protein Folding Proteolysis Glycolysis Proteome Proteomics Oxidation-Reduction Chromatography Animals Deep Learning Ion Transport Peptides
View on PubMed DOI

Photosynthetic protein classification using genome neighborhood-based machine learning feature.

Scientific reports Apr 28, 2020
Identification of novel photosynthetic proteins is important for understanding and improving photosynthetic efficiency. Synergistically, genome neighborhood can provide additional useful information to identify photosynthetic proteins. We, therefore,...
Photosynthesis Support Vector Machine Bacterial Proteins Genome, Bacterial Bacteria Models, Genetic
View on PubMed DOI

Machine learning models for net photosynthetic rate prediction using poplar leaf phenotype data.

PloS one Feb 11, 2020
BACKGROUND: As an essential component in reducing anthropogenic CO2 emissions to the atmosphere, tree planting is the key to keeping carbon dioxide emissions under control. In 1992, the United Nations agreed to take action at the Earth Summit to stab...
Machine Learning Plant Leaves Photosynthesis Phenotype Populus Models, Theoretical
View on PubMed DOI

Artificial plant optimization algorithm to detect heart rate & presence of heart disease using machine learning.

Artificial intelligence in medicine Nov 8, 2019
In today's world, cardiovascular diseases are prevalent becoming the leading cause of death; more than half of the cardiovascular diseases are due to Coronary Heart Disease (CHD) which generates the demand of predicting them timely so that people can...
Plethysmography Photosynthesis Support Vector Machine Heart Rate Predictive Value of Tests Coronary Disease Programming Languages Heart Diseases Plants Humans Machine Learning Algorithms Artificial Intelligence Databases, Factual
View on PubMed DOI
Popular Topics
Recent Journals