{"@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", "downloadURL": "https://ndownloader.figshare.com/files/45508419", "format": "zip", "mediaType": "application/zip", "title": "IMAP.zip"}], "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": {"@type": "org:Organization", "name": "Agricultural Research Service"}, "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"}