Hyperspectral Imaging: The Intelligent Eye to Uncover the Password of Plant Science
-д хадгалсан:
| -д хэвлэсэн: | Modern Agriculture vol. 3, no. 2 (Dec 1, 2025) |
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| Үндсэн зохиолч: | |
| Бусад зохиолчид: | , , , , , , , , , , , , , , , , |
| Хэвлэсэн: |
John Wiley & Sons, Inc.
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| Нөхцлүүд: | |
| Онлайн хандалт: | Citation/Abstract Full Text Full Text - PDF |
| Шошгууд: |
Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!
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MARC
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| 001 | 3276837663 | ||
| 003 | UK-CbPIL | ||
| 022 | |a 2751-4102 | ||
| 024 | 7 | |a 10.1002/moda.70026 |2 doi | |
| 035 | |a 3276837663 | ||
| 045 | 0 | |b d20251201 | |
| 100 | 1 | |a Song, Jingyan |u National Key Laboratory of Crop Genetic Improvement, National Center of Plant Gene Research, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, China | |
| 245 | 1 | |a Hyperspectral Imaging: The Intelligent Eye to Uncover the Password of Plant Science | |
| 260 | |b John Wiley & Sons, Inc. |c Dec 1, 2025 | ||
| 513 | |a Journal Article | ||
| 520 | 3 | |a ABSTRACT Plant phenomics has emerged as a critical bridge between genotype and phenotype, addressing a significant bottleneck in crop breeding and functional genomics studies. Hyperspectral imaging, a key technology in this field, has been instrumental in high‐throughput, non‐destructive phenotyping. Compared to other imaging technologies, hyperspectral imaging stands out for its continuous and fine spectral resolution, capturing subtle changes in plant biochemical and physiological states, which is essential for precise identification and analysis of plant characteristics. Recent advances in deep learning have further expedited hyperspectral data analysis, fostered multi‐omics research and enhanced our ability to integrate diverse datasets. Despite challenges in establishing standards of data acquisition and processing, a significant proposal has emerged for the scientific community to collaboratively build a vast hyperspectral database. Integrated with reducing the cost of hyperspectral sensors and promoting more open‐source analysis pipelines for hyperspectral data, these initiatives promise to lay the groundwork for robust big data analytics, potentially revolutionising plant research and breeding. | |
| 653 | |a Silicon | ||
| 653 | |a Data acquisition | ||
| 653 | |a Plant breeding | ||
| 653 | |a Big Data | ||
| 653 | |a Phenotypes | ||
| 653 | |a Unmanned aerial vehicles | ||
| 653 | |a Crops | ||
| 653 | |a Genomics | ||
| 653 | |a Genotypes | ||
| 653 | |a Optics | ||
| 653 | |a Deep learning | ||
| 653 | |a Agriculture | ||
| 653 | |a Data processing | ||
| 653 | |a Data analysis | ||
| 653 | |a Nanowires | ||
| 653 | |a Fourier transforms | ||
| 653 | |a Sensors | ||
| 653 | |a Spectral resolution | ||
| 653 | |a Plant sciences | ||
| 653 | |a Light | ||
| 653 | |a Hyperspectral imaging | ||
| 653 | |a Environmental | ||
| 700 | 1 | |a Liang, Haifeng |u Shaanxi Province Key Laboratory of Thin Film Technology and Optical Test, School of Opto‐Electronic Engineering, Institute for Interdisciplinary and Innovation Research, Xi’an Technological University, Xi'an, China | |
| 700 | 1 | |a Lu, Bingjie |u National Key Laboratory of Crop Genetic Improvement, National Center of Plant Gene Research, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, China | |
| 700 | 1 | |a Guo, Jing |u National Key Laboratory of Crop Genetic Improvement, National Center of Plant Gene Research, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, China | |
| 700 | 1 | |a Gao, Yuan |u National Key Laboratory of Crop Genetic Improvement, National Center of Plant Gene Research, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, China | |
| 700 | 1 | |a Hu, Xiao |u National Key Laboratory of Crop Genetic Improvement, National Center of Plant Gene Research, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, China | |
| 700 | 1 | |a Yang, Manlin |u National Key Laboratory of Crop Genetic Improvement, National Center of Plant Gene Research, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, China | |
| 700 | 1 | |a Li, Xiaofan |u National Key Laboratory of Crop Genetic Improvement, National Center of Plant Gene Research, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, China | |
| 700 | 1 | |a Wang, Zhenyu |u National Key Laboratory of Crop Genetic Improvement, National Center of Plant Gene Research, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, China | |
| 700 | 1 | |a Chen, Yongqi |u National Key Laboratory of Crop Genetic Improvement, National Center of Plant Gene Research, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, China | |
| 700 | 1 | |a Zhang, Yinyin |u National Key Laboratory of Crop Genetic Improvement, National Center of Plant Gene Research, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, China | |
| 700 | 1 | |a Su, Shen |u National Key Laboratory of Crop Genetic Improvement, National Center of Plant Gene Research, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, China | |
| 700 | 1 | |a Gao, Zhangyun |u National Key Laboratory of Crop Genetic Improvement, National Center of Plant Gene Research, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, China | |
| 700 | 1 | |a Li, Shijie |u Shaanxi Province Key Laboratory of Thin Film Technology and Optical Test, School of Opto‐Electronic Engineering, Institute for Interdisciplinary and Innovation Research, Xi’an Technological University, Xi'an, China | |
| 700 | 1 | |a Chen, Ping |u Shaanxi Province Key Laboratory of Thin Film Technology and Optical Test, School of Opto‐Electronic Engineering, Institute for Interdisciplinary and Innovation Research, Xi’an Technological University, Xi'an, China | |
| 700 | 1 | |a Wang, Jing |u National Institute of Metrology, Beijing, China | |
| 700 | 1 | |a Yang, Wanneng |u National Key Laboratory of Crop Genetic Improvement, National Center of Plant Gene Research, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, China | |
| 700 | 1 | |a Feng, Hui |u National Key Laboratory of Crop Genetic Improvement, National Center of Plant Gene Research, Hubei Hongshan Laboratory, Huazhong Agricultural University, Wuhan, China | |
| 773 | 0 | |t Modern Agriculture |g vol. 3, no. 2 (Dec 1, 2025) | |
| 786 | 0 | |d ProQuest |t Agriculture Science Database | |
| 856 | 4 | 1 | |3 Citation/Abstract |u https://www.proquest.com/docview/3276837663/abstract/embedded/7BTGNMKEMPT1V9Z2?source=fedsrch |
| 856 | 4 | 0 | |3 Full Text |u https://www.proquest.com/docview/3276837663/fulltext/embedded/7BTGNMKEMPT1V9Z2?source=fedsrch |
| 856 | 4 | 0 | |3 Full Text - PDF |u https://www.proquest.com/docview/3276837663/fulltextPDF/embedded/7BTGNMKEMPT1V9Z2?source=fedsrch |