학술논문

High-Throughput Estimation of Crop Traits: A Review of Ground and Aerial Phenotyping Platforms
Document Type
Periodical
Source
IEEE Geoscience and Remote Sensing Magazine IEEE Geosci. Remote Sens. Mag. Geoscience and Remote Sensing Magazine, IEEE. 9(1):200-231 Mar, 2021
Subject
Geoscience
Power, Energy and Industry Applications
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Signal Processing and Analysis
Agriculture
Hyperspectral sensors
Biosensors
Thermal sensors
Image sensors
Fluorescence
Bioinformatics
Climate change
Genomics
Language
ISSN
2473-2397
2168-6831
2373-7468
Abstract
Crop yields need to be improved in a sustainable manner to meet the expected worldwide increase in population over the coming decades as well as the effects of anticipated climate change. Recently, genomics-assisted breeding has become a popular approach to food security; in this regard, the crop breeding community must better link the relationships between the phenotype and the genotype. While high-throughput genotyping is feasible at a low cost, high-throughput crop phenotyping methods and data analytical capacities need to be improved.