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Hyperspectral time series datasets of maize during the grain filling period. | LitMetric

AI Article Synopsis

  • Hyperspectral data collected remotely is being used to track crop growth and development, particularly during key stages in the growing season.
  • A time series analysis of reflectance measurements during the grain filling period offers valuable insights into plant physiological responses and is available in a public database.
  • The dataset includes raw and processed hyperspectral data from 2017 and 2018, provided in spreadsheet formats along with documentation about the data collection and plant characteristics.

Article Abstract

Objectives: Remotely sensed hyperspectral data are increasingly being used to assess crop development and growth throughout the growing season. Large datasets capturing key growth stages can be useful to researchers studying many physiological plant responses. A time series analysis of hyperspectral reflectance measurements taken during the grain filling period and published within a publicly accessible database are described herein. These datasets document the spectral reflectance pattern of the canopy within the visible and near-infrared portion of the electromagnetic spectrum during the late stages of the grain filling period as plants approach and reach physiological maturity.

Data Description: Included within the data repository are canopy-level hyperspectral datasets collected in 2017 and 2018. Data is included in its raw form, as well as with several manipulations to smooth and standardize the raw data. Data are released as comma separated value spreadsheets as well as Microsoft Excel open XLSX spreadsheets. These are accompanied by README text files which further describe the data and supplemental files that record hybrids used and plant phenology for each year of data collection.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9052440PMC
http://dx.doi.org/10.1186/s13104-022-06029-9DOI Listing

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