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
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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 |
