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

Data and Resources

Field Value
accessLevel public
bureauCode {005:18}
catalog_@context https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld
catalog_conformsTo https://project-open-data.cio.gov/v1.1/schema
catalog_describedBy https://project-open-data.cio.gov/v1.1/schema/catalog.json
identifier 10.15482/USDA.ADC/1523140
license https://www.usa.gov/publicdomain/label/1.0/
modified 2025-05-02
old-spatial {"type": "Polygon", "coordinates": [[[-373.59375715256, -65.778772326728], [-373.59375715256, 84.220160826965], [-12.187442779541, 84.220160826965], [-12.187442779541, -65.778772326728], [-373.59375715256, -65.778772326728]]]}
programCode {005:040}
publisher Agricultural Research Service
resource-type Dataset
source_datajson_identifier true
source_hash 32cafd1c792695943237b627847d246e49120a6764db727efeb44b5d5f4487cf
source_schema_version 1.1
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
Groups
  • AmeriGEOSS
  • National Provider
  • North America
Tags
  • AmeriGEO
  • AmeriGEOSS
  • CKAN
  • GEO
  • GEOSS
  • National
  • North America
  • United States
  • ars
  • calibration
  • crop-management
  • data-gov
  • drone_images
  • gis
  • image-analysis
  • np301
  • plant-phenotyping
  • satellite-image
  • software
  • water-management
isopen False
license_id us-pd
license_title us-pd
maintainer Kim, James
maintainer_email james.y.kim@usda.gov
metadata_created 2025-09-23T15:50:57.179435
metadata_modified 2025-09-23T15:50:57.179443
notes <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>
num_resources 1
num_tags 20
title IMAP: Image Mapping & Analytics for Phenotyping