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High-Throughput Phenotyping Methods for Breeding Drought-Tolerant Crops

https://doi.org/10.3390/ijms22158266
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Morphometric and colourimetric tools to dissect morphological diversity: an application in sweet potato [Ipomoea batatas (L.) Lam.]
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Learned features of leaf phenotype to monitor maize water status in the fields
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Differential responses in water use efficiency in two varieties of Catharanthus roseus under drought stress
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Data fusion of spectral, thermal and canopy height parameters for improved yield prediction of drought stressed spring barley
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Fluorescence-based sensing of drought-induced stress in the vegetative phase of four contrasting wheat genotypes
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Comparing the performance of active and passive reflectance sensors to assess the normalized relative canopy temperature and grain yield of drought-stressed barley cultivars
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Drought-induced responses of photosynthesis and antioxidant metabolism in higher plants
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Genetic mechanisms conferring adaptation to submergence and drought in rice: simple or complex?
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Evaluation of different water absorption bands, indices and multivariate models for water-deficit stress monitoring in rice using visible-near infrared spectroscopy
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Impacts of water stress on gas exchange, water relations, chlorophyll content and leaf structure in the two main Tunisian olive (Olea europaea L.) cultivars
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Seeing is believing: imaging techniques to monitor plant health
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Plants and Microclimate
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Effect of silicon on photosynthetic gas exchange, photosynthetic pigments, cell membrane stability and relative water content of different wheat cultivars under drought stress conditions
inferredcites →https://doi.org/10.1093/gigascience/giz123openalex-snapshot
RootNav 2.0: Deep learning for automatic navigation of complex plant root architectures
inferredcites →https://doi.org/10.1093/jexbot/51.350.1543openalex-snapshot
Adaptation of roots to low water potentials by changes in cell wall extensibility and cell wall proteins
inferredcites →https://doi.org/10.1093/jxb/eraa280openalex-snapshot
Leveraging genome-enabled growth models to study shoot growth responses to water deficit in rice
inferredcites →https://doi.org/10.1093/jxb/ert208openalex-snapshot
Chlorophyll fluorescence analysis: a guide to good practice and understanding some new applications
inferredcites →https://doi.org/10.1093/jxb/ert362openalex-snapshot
Regulation of the calcium-sensing receptor in both stomatal movement and photosynthetic electron transport is crucial for water use efficiency and drought tolerance in Arabidopsis
inferredcites →https://doi.org/10.1093/jxb/eru526openalex-snapshot
Utilization of a high-throughput shoot imaging system to examine the dynamic phenotypic responses of a C4 cereal crop plant to nitrogen and water deficiency over time
inferredcites →https://doi.org/10.1093/jxb/erz150openalex-snapshot
The importance of slow canopy wilting in drought tolerance in soybean
inferredcites →https://doi.org/10.1105/tpc.114.129601openalex-snapshot
Dissecting the Phenotypic Components of Crop Plant Growth and Drought Responses Based on High-Throughput Image Analysis
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Quantifying the three main components of salinity tolerance in cereals
inferredcites →https://doi.org/10.1111/nph.12797openalex-snapshot
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inferredcites →https://doi.org/10.1111/pce.12924openalex-snapshot
NPQ (T) : a chlorophyll fluorescence parameter for rapid estimation and imaging of non‐photochemical quenching of excitons in photosystem‐II‐associated antenna complexes
inferredcites →https://doi.org/10.1111/pce.13062openalex-snapshot
Root traits of EuropeanVicia fabacultivars-Using machine learning to explore adaptations to agroclimatic conditions
inferredcites →https://doi.org/10.1186/s12864-017-3596-7openalex-snapshot
Transcriptome analysis of lentil (Lens culinaris Medikus) in response to seedling drought stress
inferredcites →https://doi.org/10.1186/s13007-017-0204-4openalex-snapshot
Establishment of integrated protocols for automated high throughput kinetic chlorophyll fluorescence analyses
inferredcites →https://doi.org/10.1186/s13007-017-0246-7openalex-snapshot
A robot-assisted imaging pipeline for tracking the growths of maize ear and silks in a high-throughput phenotyping platform
inferredcites →https://doi.org/10.1186/s13007-018-0287-6openalex-snapshot
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inferredcites →https://doi.org/10.1186/s13007-019-0398-8openalex-snapshot
A spatio temporal spectral framework for plant stress phenotyping
inferredcites →https://doi.org/10.1186/s13007-019-0450-8openalex-snapshot
High-throughput analysis of leaf physiological and chemical traits with VIS–NIR–SWIR spectroscopy: a case study with a maize diversity panel
inferredcites →https://doi.org/10.1186/s13007-019-0485-xopenalex-snapshot
High throughput procedure utilising chlorophyll fluorescence imaging to phenotype dynamic photosynthesis and photoprotection in leaves under controlled gaseous conditions
inferredcites →https://doi.org/10.1186/s13007-020-00686-2openalex-snapshot
A simple, cost-effective high-throughput image analysis pipeline improves genomic prediction accuracy for days to maturity in wheat
inferredcites →https://doi.org/10.1201/b22009-2openalex-snapshot
Drought as Hazard: Understanding the Natural and Social Context*
inferredcites →https://doi.org/10.1371/journal.pone.0066428openalex-snapshot
Yield Trends Are Insufficient to Double Global Crop Production by 2050
inferredcites →https://doi.org/10.1371/journal.pone.0212200openalex-snapshot
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inferredcites →https://doi.org/10.1371/journal.pone.0242472openalex-snapshot
Root and canopy traits and adaptability genes explain drought tolerance responses in winter wheat
inferredcites →https://doi.org/10.1534/g3.116.032888openalex-snapshot
Canopy Temperature and Vegetation Indices from High-Throughput Phenotyping Improve Accuracy of Pedigree and Genomic Selection for Grain Yield in Wheat
inferredcites →https://doi.org/10.2135/cropsci1988.0011183x002800030021xopenalex-snapshot
Water Relations in Winter Wheat as Drought Resistance Indicators
inferredcites →https://doi.org/10.2135/cropsci2007.05.0272openalex-snapshot
Drought Tolerance of Tall Fescue Populations Selected for High Root/Shoot Ratios and Summer Survival
inferredcites →https://doi.org/10.32615/ps.2019.111openalex-snapshot
Relative tolerance of photosystem II in spike, leaf, and stem of bread and durum wheat under desiccation
inferredcites →https://doi.org/10.32615/ps.2020.053openalex-snapshot
Implications of intra-seasonal climate variations on chlorophyll a fluorescence and biomass in winter barley breeding program
inferredcites →https://doi.org/10.3389/fpls.2016.01131openalex-snapshot
A Direct Comparison of Remote Sensing Approaches for High-Throughput Phenotyping in Plant Breeding
inferredcites →https://doi.org/10.3389/fpls.2017.00379openalex-snapshot
Evaluation of Yield and Drought Using Active and Passive Spectral Sensing Systems at the Reproductive Stage in Wheat
inferredcites →https://doi.org/10.3389/fpls.2018.00219openalex-snapshot
PlantSize Offers an Affordable, Non-destructive Method to Measure Plant Size and Color in Vitro
inferredcites →https://doi.org/10.3389/fpls.2018.00893openalex-snapshot
Comparative Aerial and Ground Based High Throughput Phenotyping for the Genetic Dissection of NDVI as a Proxy for Drought Adaptive Traits in Durum Wheat
inferredcites →https://doi.org/10.3389/fpls.2020.00743openalex-snapshot
Image Phenotyping of Spring Barley (Hordeum vulgare L.) RIL Population Under Drought: Selection of Traits and Biological Interpretation
inferredcites →https://doi.org/10.3389/fpls.2021.628575openalex-snapshot
UAV-Based Thermal, RGB Imaging and Gene Expression Analysis Allowed Detection of Fusarium Head Blight and Gave New Insights Into the Physiological Responses to the Disease in Durum Wheat
inferredcites →https://doi.org/10.3390/ijms20102541openalex-snapshot
Research Progress and Perspective on Drought Stress in Legumes: A Review
inferredcites →https://doi.org/10.3390/ijms20246341openalex-snapshot
Genetic and Physiological Dissection of Photosynthesis in Barley Exposed to Drought Stress
inferredcites →https://doi.org/10.3390/rs13061144openalex-snapshot
Assessing the Effect of Drought on Winter Wheat Growth Using Unmanned Aerial System (UAS)-Based Phenotyping
inferredcites →https://doi.org/10.3390/s20051450openalex-snapshot
Image-Based Phenotyping of Flowering Intensity in Cool-Season Crops
inferredcites →https://doi.org/10.3390/s20051486openalex-snapshot
Rapid On-Site Phenotyping via Field Fluorimeter Detects Differences in Photosynthetic Performance in a Hybrid—Parent Barley Germplasm Set
inferredcites →https://doi.org/10.4236/ars.2014.33011openalex-snapshot
Applications of Thermal Imaging in Agriculture—A Review

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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