Home
Random
Nearby
Log in
Settings
Donate
About Wikidata
Disclaimers
Search
(Q26849782)
Watch
English
Machine Learning for High-Throughput Stress Phenotyping in Plants
scientific article
In more languages
edit
Statements
instance of
scholarly article
1 reference
stated in
PubMed
title
Machine Learning for High-Throughput Stress Phenotyping in Plants
(English)
1 reference
stated in
PubMed
main subject
machine learning
0 references
author name string
Arti Singh
series ordinal
1
1 reference
stated in
Crossref
Baskar Ganapathysubramanian
series ordinal
2
1 reference
stated in
Crossref
Asheesh Kumar Singh
series ordinal
3
1 reference
stated in
Crossref
Soumik Sarkar
series ordinal
4
1 reference
stated in
Crossref
language of work or name
English
1 reference
stated in
PubMed
publication date
February 2016
1 reference
stated in
PubMed
published in
Trends in Plant Science
1 reference
stated in
PubMed
volume
21
1 reference
stated in
PubMed
issue
2
1 reference
stated in
PubMed
page(s)
110-24
1 reference
stated in
PubMed
cites work
Classification of brain tumor type and grade using MRI texture and shape in a machine learning scheme
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Next-generation phenotyping: requirements and strategies for enhancing our understanding of genotype-phenotype relationships and its relevance to crop improvement
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Pixel classification methods for identifying and quantifying leaf surface injury from digital images
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Machine learning for Big Data analytics in plants
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Physiological phenotyping of plants for crop improvement
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Gene Selection for Cancer Classification using Support Vector Machines
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Combining high-throughput phenotyping and genome-wide association studies to reveal natural genetic variation in rice
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Early drought stress detection in cereals: simplex volume maximisation for hyperspectral image analysis
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Development and evaluation of a field-based high-throughput phenotyping platform
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Phenotyping plants: genes, phenes and machines
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
3D phenotyping and quantitative trait locus mapping identify core regions of the rice genome controlling root architecture
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
3D lidar imaging for detecting and understanding plant responses and canopy structure
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
RootGraph: a graphic optimization tool for automated image analysis of plant roots
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Imaging and analysis platform for automatic phenotyping and trait ranking of plant root systems
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Dissecting the phenotypic components of crop plant growth and drought responses based on high-throughput image analysis.
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
A Comparative Study on Application of Computer Vision and Fluorescence Imaging Spectroscopy for Detection of Huanglongbing Citrus Disease in the USA and Brazil
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Integrating SOMs and a Bayesian classifier for segmenting diseased plants in uncontrolled environments.
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
An image classification approach to analyze the suppression of plant immunity by the human pathogen Salmonella Typhimurium
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Machine learning techniques in disease forecasting: a case study on rice blast prediction
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Genome-wide association for grain morphology in synthetic hexaploid wheats using digital imaging analysis
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Accurate inference of shoot biomass from high-throughput images of cereal plants
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Hyperspectral imaging for small-scale analysis of symptoms caused by different sugar beet diseases
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
High throughput quantitative phenotyping of plant resistance using chlorophyll fluorescence image analysis.
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Machine learning and genome annotation: a match meant to be?
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Automated characterization of flowering dynamics in rice using field-acquired time-series RGB images
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Remote, aerial phenotyping of maize traits with a mobile multi-sensor approach
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Hyperspectral phenotyping on the microscopic scale: towards automated characterization of plant-pathogen interactions
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Machine learning in cell biology - teaching computers to recognize phenotypes
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Configuration and specifications of an Unmanned Aerial Vehicle (UAV) for early site specific weed management.
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
The FIGS (focused identification of germplasm strategy) approach identifies traits related to drought adaptation in Vicia faba genetic resources
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Infra-red thermography for high throughput field phenotyping in Solanum tuberosum
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Weed mapping in early-season maize fields using object-based analysis of unmanned aerial vehicle (UAV) images
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
High-throughput phenotyping to detect drought tolerance QTL in wild barley introgression lines
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Determining the most important physiological and agronomic traits contributing to maize grain yield through machine learning algorithms: a new avenue in intelligent agriculture.
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Automatic detection of regions in spinach canopies responding to soil moisture deficit using combined visible and thermal imagery
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Identification of nitrogen, phosphorus, and potassium deficiencies in rice based on static scanning technology and hierarchical identification method
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Metro maps of plant disease dynamics--automated mining of differences using hyperspectral images
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Hyperspectral and thermal imaging of oilseed rape (Brassica napus) response to fungal species of the genus Alternaria
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Automatic detection of diseased tomato plants using thermal and stereo visible light images
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Image-based phenotyping of plant disease symptoms
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Evaluating the Effect of Different Wheat Rust Disease Symptoms on Vegetation Indices Using Hyperspectral Measurements
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
BreedVision--a multi-sensor platform for non-destructive field-based phenotyping in plant breeding
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Automated analysis of barley organs using 3D laser scanning: an approach for high throughput phenotyping.
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Intra-and-inter species biomass prediction in a plantation forest: testing the utility of high spatial resolution spaceborne multispectral RapidEye sensor and advanced machine learning algorithms
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Development of a wireless computer vision instrument to detect biotic stress in wheat
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
A review of imaging techniques for plant phenotyping
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Quantifying efficacy and limits of unmanned aerial vehicle (UAV) technology for weed seedling detection as affected by sensor resolution.
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1016%2FJ.TPLANTS.2015.10.015
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Identifiers
DOI
10.1016/J.TPLANTS.2015.10.015
1 reference
stated in
Consolidated OpenCitations Corpus – April 2017
OpenCitations bibliographic resource ID
58891
OpenCitations bibliographic resource ID
58891
1 reference
stated in
Consolidated OpenCitations Corpus – April 2017
OpenCitations bibliographic resource ID
58891
PubMed ID
26651918
1 reference
stated in
Consolidated OpenCitations Corpus – April 2017
OpenCitations bibliographic resource ID
58891
Sitelinks
Wikipedia
(0 entries)
edit
Wikibooks
(0 entries)
edit
Wikinews
(0 entries)
edit
Wikiquote
(0 entries)
edit
Wikisource
(0 entries)
edit
Wikiversity
(0 entries)
edit
Wikivoyage
(0 entries)
edit
Wiktionary
(0 entries)
edit
Multilingual sites
(0 entries)
edit