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oh231 authored Jun 27, 2024
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Expand Up @@ -10,41 +10,41 @@ This document details the file system organization and navigation procedures for
### File system structure


#### Raw Scanned Data
#### Raw Scanned Data

Directories are named using a convention that incorporates both experiment number and treatment. Example: 407_WL, 407_WW, 401_20-1, 401_20-2, 401_80
Directories are named using a convention that incorporates both experiment number and treatment. Example: 407_WL, 407_WW, 401_20-1, 401_20-2, 401_80

#### Interim Data Product
#### Interim Data Product


The interim data product consists of three primary components:
- Masterfile (`Hyperspectral_data_AAPF_experiment_{Experiment_No}.xlsx`): This file stores the derived phenotypic measurements of the plants and a guide document.
- HSI Data Processing Quality Control Data (`quality_control`): This directory contains information for quality assessment of the HSI data processing pipeline. It includes summaries of header information for plants, white and dark reference, a detailed record of the processing procedures employed, and animated gif files used to check coregistration quality between visible and near infrared (VNIR) and shortwave infrared (SWIR) data.
The interim data product consists of three primary components:
- Masterfile (`Hyperspectral_data_AAPF_experiment_{Experiment_No}.xlsx`): This file stores the derived phenotypic measurements of the plants and a guide document.
- HSI Data Processing Quality Control Data (`quality_control`): This directory contains information for quality assessment of the HSI data processing pipeline. It includes summaries of header information for plants, white and dark reference, a detailed record of the processing procedures employed, and animated gif files used to check coregistration quality between visible and near infrared (VNIR) and shortwave infrared (SWIR) data.


- Compressed Vegetation Index Images (`{Vegetation_Index_Type}_{ROI filter}.zip: This section houses compressed image files for various types of vegetation indices calculated from the HSI data (ROI: region of interest).
- Compressed Vegetation Index Images (`{Vegetation_Index_Type}_{ROI filter}.zip: This section houses compressed image files for various types of vegetation indices calculated from the HSI data (ROI: region of interest).



Animated gif files are included to check the coregistration quality between VNIR and SWIR data per each scan.

Co-registration quality between VNIR and SWIR data for each scan is visually assessed using animated GIFs

- Example:

401
├── Hyperspectral_data_AAPF_experiment_401.xlsx (masterfile)
├── quality_control
│   ├── header_summary_plants.csv
│   ├── header_summary_ref.csv
│   ├── HSI_R_2401761_240514080207482_VNIR-SIDE-DAT_401_20-1_240514080219626.gif
│   ├── HSI_R_2401761_240514080207482_VNIR-TOP-DAT_401_20-1_24051408022152.gif
│   ├── HSI_R_2401761_24061408172718_VNIR-SIDE-DAT_401_20-1_240614081746352.gif



── VI_images

- Example:

401
├── Hyperspectral_data_AAPF_experiment_401.xlsx (masterfile)
├── quality_control
│   ├── header_summary_plants.csv
│   ├── header_summary_ref.csv
│   ├── HSI_R_2401761_240514080207482_VNIR-SIDE-DAT_401_20-1_240514080219626.gif
│   ├── HSI_R_2401761_240514080207482_VNIR-TOP-DAT_401_20-1_24051408022152.gif
│   ├── HSI_R_2401761_24061408172718_VNIR-SIDE-DAT_401_20-1_240614081746352.gif
└── VI_images
├── NDVI_default.zip
├── NDWI_default.zip
── NLI_default.zip
└── NMDI_default.zip

The data includes RGB and fluorescence images of plants along with derived morphological measurements and phenotypic information. Here's an example breakdown:

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