Applying a neural network machine learning model to predict seasonal allelopathic inhibitory effects of Myriophyllum spicatum on the growth of Microcystis aeruginosa

Allelopathic Inhibition Effects of Myriophyllum spicatum on Growths of Bloom-Forming Cyanobacteria and Other Phytoplankton Species in Coexistence Experiments

(2021) Seonah Jeong et al.   JOURNAL OF PLANT BIOLOGY

A guide to machine learning for biologists

(2021) Joe G. Greener et al.   NATURE REVIEWS MOLECULAR CELL BIOLOGY

The effects of macrophytes on the growth of bloom-forming cyanobacteria: Systematic review and experiment

(2021) Nela Maredová et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Deep learning in analytical chemistry

(2021) Bruno Debus et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

A machine learning approach for handling big data produced by high resolution mass spectrometry after data independent acquisition of small molecules – Proof of concept study using an artificial neural network for sample classification

(2020) Gabriel L. Streun et al.   Drug Testing and Analysis

GC-MS Based Metabolite Profiling to Monitor Ripening-Specific Metabolites in Pineapple (Ananas comosus)

(2020) Muhammad Maulana Malikul Ikram et al.   Metabolites

Plants meet machines: Prospects in machine learning for plant biology

(2020) Pamela S. Soltis et al.   Applications in Plant Sciences

Plasma Metabolic Profiling of Human Thyroid Nodules by Gas Chromatography-Mass Spectrometry (GC-MS)-Based Untargeted Metabolomics

(2020) Raziyeh Abooshahab et al.   Frontiers in Cell and Developmental Biology

Ecometabolomics for a Better Understanding of Plant Responses and Acclimation to Abiotic Factors Linked to Global Change

(2020) Jordi Sardans et al.   Metabolites

Short-term effects of the allelochemical umbelliferone on Triticum durum L. metabolism through GC–MS based untargeted metabolomics

(2020) Biswapriya B. Misra et al.   PLANT SCIENCE

A review on control of harmful algal blooms by plant-derived allelochemicals

(2020) Xiaoqin Zhu et al.   JOURNAL OF HAZARDOUS MATERIALS

Seasonal dependence and functional implications of macrophyte-phytoplankton allelopathic interactions

(2018) Mathieu Santonja et al.   FRESHWATER BIOLOGY

GC-MS Metabolomics to Evaluate the Composition of Plant Cuticular Waxes for Four Triticum aestivum Cultivars

(2018) Florent Lavergne et al.   INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

Macrophytes-cyanobacteria allelopathic interactions and their implications for water resources management—A review

(2017) Zakaria A. Mohamed   LIMNOLOGICA

Identifying metabolites by integrating metabolome databases with mass spectrometry cheminformatics

(2017) Zijuan Lai et al.   NATURE METHODS

Discovering Regulated Metabolite Families in Untargeted Metabolomics Studies

(2016) Hendrik Treutler et al.   ANALYTICAL CHEMISTRY

Programmed cell death in the cyanobacterium Microcystis aeruginosa induced by allelopathic effect of submerged macrophyte Myriophyllum spicatum in co-culture system

(2016) Yan He et al.   JOURNAL OF APPLIED PHYCOLOGY

Variable influence on projection (VIP) for orthogonal projections to latent structures (OPLS)

(2014) Beatriz Galindo-Prieto et al.   JOURNAL OF CHEMOMETRICS

Non-targeted Metabolomic Profile ofFagus SylvaticaL. Leaves using Liquid Chromatography with Mass Spectrometry and Gas Chromatography with Mass Spectrometry

(2014) Estrella Cadahía et al.   PHYTOCHEMICAL ANALYSIS

Effects of the allelopathically active macrophyte Myriophyllum spicatum on a natural phytoplankton community: a mesocosm study

(2013) Algirdas Švanys et al.   HYDROBIOLOGIA

Seasonal and scale-dependent variability in nutrient- and allelopathy-mediated macrophyte–phytoplankton interactions

(2013) P. Lombardo et al.   Knowledge and Management of Aquatic Ecosystems

Spatial and temporal variation in metabolic fingerprints of field-growing Myriophyllum spicatum

(2012) J. Riedl et al.   AQUATIC BOTANY

Do macrophytes support harmful cyanobacteria? Interactions with a green alga reverse the inhibiting effects of macrophyte allelochemicals on Microcystis aeruginosa

(2012) Xuexiu Chang et al.   HARMFUL ALGAE

Ecological metabolomics: overview of current developments and future challenges

(2011) Jordi Sardans et al.   CHEMOECOLOGY

Orthogonal projection to latent structures solution properties for chemometrics and systems biology data

(2011) David J. Biagioni et al.   JOURNAL OF CHEMOMETRICS

Study on the mechanism of allelopathic influence on cyanobacteria and chlorophytes by submerged macrophyte (Myriophyllum spicatum) and its secretion

(2010) Junying Zhu et al.   AQUATIC TOXICOLOGY

Seasonal and interannual dynamics of polyphenols in Myriophyllum verticillatum and their allelopathic activity on Anabaena variabilis

(2009) N. Bauer et al.   AQUATIC BOTANY

Ecological metabolomics

(2009) Josep Peñuelas et al.   CHEMISTRY AND ECOLOGY

The allelopathy and allelopathic mechanism of phenolic acids on toxic Microcystis aeruginosa

(2009) Ting-Ting Zhang et al.   JOURNAL OF APPLIED PHYCOLOGY

Induced metabolite changes inMyriophyllum spicatum during co-existence experiment with the cyanobacteriumMicrocystis aeruginosa

(2009) Sungjin Nam et al.   JOURNAL OF PLANT BIOLOGY

Identification of Defense Compounds in Barbarea vulgaris against the Herbivore Phyllotreta nemorum by an Ecometabolomic Approach

(2009) V. Kuzina et al.   PLANT PHYSIOLOGY

Can allelopathically active submerged macrophytes stabilise clear-water states in shallow lakes?

(2007) Sabine Hilt et al.   BASIC AND APPLIED ECOLOGY