Unlocking Nature's Secrets: Exploring the World of Plant Phenotyping
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Plant Phenotyping |
Phenotyping refers to the measurement of plant
characteristics, such as plant height, color, shape, disease resistance, etc.
Accurate and high-throughput phenotyping of plants allows researchers and
breeders to select desirable traits and develop improved crop varieties. With
advancement in technologies like machine vision, drones and hyperspectral
imaging, plant phenotyping has transitioned from being a manual and labor-intensive
process to a modern automated approach. This has significantly accelerated the
process of crop improvement.
Advancements in Plant Phenotyping Technologies
Traditionally, Plant
Phenotyping involved manual measurement and visual observation of plant
traits which was time-consuming and resource intensive. However, recent
technological innovations have automated and accelerated plant phenotyping.
Image-based Phenotyping
The use of machine vision and digital imaging has enabled non-destructive,
high-throughput plant phenotyping. Traits like plant height, leaf area,
flowering time etc. can be measured from images captured in the field or
controlled environments. RGB cameras and drones are commonly used to capture
aerial images of field trials for traits analysis. Hyperspectral and thermal
imaging also provide additional insights by detecting stress levels and
diseases. Advanced analysis software then processes these images to extract
quantitative plant trait data.
Sensors and IoT for Phenotyping
Precise sensors and IoT devices deployed in the field or greenhouse allow
continuous monitoring and measurement of various plant traits over their growth
period. Traits like water use, nutrient content, temperature and light
responses can be evaluated. Wireless sensor networks connected to cloud
platforms enable remote access and analyses of these real-time phenotyping data
streams. This informs adaptive agricultural practices and selection of crops
best suited for the field conditions.
Importance of Accurate Plant Phenotyping
Precise phenotyping plays a vital role in many areas related to crop
improvement and management:
- Plant Breeding Programs: Detailed and high-volume plant trait data helps
breeders select superior genotypes and develop new crop varieties with
desirable agronomic and quality traits in less time.
- Genomic Research: Correlating phenomic data with genomic information allows
studying genotype-phenotype relationships and gene functions. This accelerates
the process of gene discovery and gene-trait mapping.
- Stress Biology Studies: Evaluating plant performance under different stresses
provides insights into stress adaptation mechanisms. This supports developing
stress-tolerant crops.
- Precision Agriculture: Site-specific crop management and optimization of
input resources is enabled through real-time monitoring of field variability
and crop responses using phenotyping technologies.
- Agricultural Research: Key growth parameters and impacts of various biotic
and abiotic factors can be analyzed to identify optimum farm management
practices.
Multi-trait and High-throughput Plant Phenotyping
Ideally, phenotyping assays should be able to measure a large number of plant
traits on whole plant populations rapidly and cost-effectively. Some key
facilities developed for advanced plant phenotyping are:
Phenomics Research Centers: Dedicated research centers equipped with
state-of-the-art phenomics platforms like imaging systems, sensors, controlled
environment facilities, high-performance computing systems and automated sample
handling robots. They allow assessing hundreds of traits on thousands of plants
in a short time span. Notable examples are IPK Gatersleben in Germany and SIPPE
in China.
Field Phenotyping Platforms: Mobile platforms with sensors, cameras and
lighting systems moved through the field facilitate capturing multiple
phenotypes of entire crop fields. Trait data from different growth stages is
derived through computational analysis. The GROWSENS and MIVIA platforms
developed by INRAE, France are good examples of such field phenotyping systems.
Plant Phenomics Research Platforms in India
In India, a few national level initiatives have been launched in recent years
to boost research in plant phenomics:
- Natural Phenotyping Facility at IARI, Delhi: A state-of-art phenotyping
facility equipped for high-throughput phenotyping of various crops using
imaging systems, sensors and controlled environments.
- National Plant Phenomics Facility: A network of 10 regional phenomics
platforms across the country supported by DST to enhance national capacity in
precision plant phenotyping.
- Center for Excellence in Plant Phenotyping at IIT-Delhi: Their Hyperspectral
Imaging Platform and Robotic Dissection Microscope enable analyzing
plant-stress interactions at organ, tissue and cellular levels.
- Phenotyping Platforms in ICAR Institutes: Recent modernization of certain
ICAR research facilities includes establishing precision phenotyping facilities
like at NPTC and DRPC.
Innovations in plant phenotyping technologies have revolutionized plant
breeding and agricultural research. As these techniques become more advanced
and accessible, they will play a critical role in addressing global food
security challenges through rapid development of climate-resilient,
high-yielding crop varieties. Many new phenotyping traits will be integrated to
improve our understanding of complex plant phenotypes. With more research,
plant phenomics is certain to emerge as a pivotal discipline in sustainable
intensification of agriculture.
Explorer
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