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IMAP: Image Mapping & Analytics for Phenotyping
A set of PYTHON programs to implement image processing of ground and aerial images by offering via graphical user interface (GUI) 1) plot-level metrics extraction through a series of algorithms for image conversion, band math, radiometric/geometric calibrations, segmentation, masking, adaptive region of interest (ROI), gridding, heatmap, and batch process, 2) GIS interface for GeoTIFF pixels to Lat/Lon, UTM conversion, read/write shapefile, Lat/Lon to ROI, grid to polygon, and 3) utility GUI functions for zooming, panning, rotation, images to video, file I/O, and histogram. Resources in this dataset:Resource Title: IMAP: Image Mapping & Analytics for Phenotyping. File Name: IMAP.zip
Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| bureauCode |
[
"005:18"
]
|
| contactPoint |
{
"fn": "Kim, James",
"hasEmail": "mailto:james.y.kim@usda.gov"
}
|
| description | <p>A set of PYTHON programs to implement image processing of ground and aerial images by offering via graphical user interface (GUI) 1) plot-level metrics extraction through a series of algorithms for image conversion, band math, radiometric/geometric calibrations, segmentation, masking, adaptive region of interest (ROI), gridding, heatmap, and batch process, 2) GIS interface for GeoTIFF pixels to Lat/Lon, UTM conversion, read/write shapefile, Lat/Lon to ROI, grid to polygon, and 3) utility GUI functions for zooming, panning, rotation, images to video, file I/O, and histogram. </p><div><br>Resources in this dataset:</div><br><ul><li><p>Resource Title: IMAP: Image Mapping & Analytics for Phenotyping.</p> <p>File Name: IMAP.zip</p></li></ul><p></p> |
| distribution |
[
{
"@type": "dcat:Distribution",
"title": "IMAP.zip",
"format": "zip",
"mediaType": "application/zip",
"downloadURL": "https://ndownloader.figshare.com/files/45508419"
}
]
|
| identifier | 10.15482/USDA.ADC/1523140 |
| keyword |
[
"ARS",
"Drone_Images",
"NP301",
"calibration",
"crop management",
"data.gov",
"gis",
"image analysis",
"plant phenotyping",
"satellite image",
"software",
"water management"
]
|
| license | https://www.usa.gov/publicdomain/label/1.0/ |
| modified | 2025-11-22 |
| programCode |
[
"005:040"
]
|
| publisher |
{
"name": "Agricultural Research Service",
"@type": "org:Organization"
}
|
| spatial |
"{"type": "Polygon", "coordinates": [[[-373.59375715256, -65.778772326728], [-373.59375715256, 84.220160826965], [-12.187442779541, 84.220160826965], [-12.187442779541, -65.778772326728], [-373.59375715256, -65.778772326728]]]}"
|
| temporal | 2018-12-18/2021-08-30 |
| title | IMAP: Image Mapping & Analytics for Phenotyping |
