From spectrum to yield: advances in crop photosynthesis with hyperspectral imaging Article Swipe
Debabrata Panda
,
Srujana Mohanty
,
Sukanta Das
,
Jeetendra Senapaty
,
Deepak Kumar Sahoo
,
Baijayantimala Mishra
,
Mirza Jaynul Baig
,
Lipipuspa Behera
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.32615/ps.2025.012
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.32615/ps.2025.012
Ensuring global food security requires noninvasive techniques for optimizing resource use and monitoring crop health. Hyperspectral imaging (HSI) enables the precise analysis of plant physiology by capturing spectral data across narrow bands. This review explores HSI's role in agriculture, particularly its integration with unmanned aerial vehicles, AI-driven analytics, and machine learning. These advancements allow real-time monitoring of photosynthesis, chlorophyll fluorescence, and carbon assimilation, linking spectral data to plant health and agronomic decisions. Key indicators such as solar-induced fluorescence and vegetation indices enhance crop stress detection. This work compares HSI-derived metrics in differentiating nutrient deficiencies, drought, and disease. Despite its potential, challenges remain in data standardization and spectral interpretation. This review discusses solutions such as molecular phenotyping and predictive modeling, for AI-driven precision agriculture. Addressing these gaps, HSI is poised to revolutionize farming, improve climate resilience, and ensure food security.
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Metadata
- Type
- review
- Language
- en
- Landing Page
- https://doi.org/10.32615/ps.2025.012
- http://ps.ueb.cas.cz/doi/10.32615/ps.2025.012.pdf
- OA Status
- gold
- References
- 256
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4412102286
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4412102286Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.32615/ps.2025.012Digital Object Identifier
- Title
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From spectrum to yield: advances in crop photosynthesis with hyperspectral imagingWork title
- Type
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reviewOpenAlex work type
- Language
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enPrimary language
- Publication year
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2025Year of publication
- Publication date
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2025-07-08Full publication date if available
- Authors
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Debabrata Panda, Srujana Mohanty, Sukanta Das, Jeetendra Senapaty, Deepak Kumar Sahoo, Baijayantimala Mishra, Mirza Jaynul Baig, Lipipuspa BeheraList of authors in order
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https://doi.org/10.32615/ps.2025.012Publisher landing page
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https://ps.ueb.cas.cz/doi/10.32615/ps.2025.012.pdfDirect link to full text PDF
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YesWhether a free full text is available
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goldOpen access status per OpenAlex
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https://ps.ueb.cas.cz/doi/10.32615/ps.2025.012.pdfDirect OA link when available
- Concepts
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Hyperspectral imaging, Photosynthesis, Yield (engineering), Crop, Agronomy, Biology, Environmental science, Botany, Remote sensing, Physics, Geography, ThermodynamicsTop concepts (fields/topics) attached by OpenAlex
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0Total citation count in OpenAlex
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256Number of works referenced by this work
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10Other works algorithmically related by OpenAlex
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