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.

Data and Resources

Field Value
accessLevel public
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identifier d551116d-98a5-44bb-9a4d-15096fd6277c
license https://creativecommons.org/publicdomain/zero/1.0/
modified 2021-11-18
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programCode {005:040}
publisher Agricultural Research Service
resource-type Dataset
source_datajson_identifier true
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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]]]}
Groups
  • AmeriGEOSS
  • National Provider
  • North America
Tags
  • amerigeo
  • amerigeoss
  • calibration
  • ckan
  • crop-management
  • droneimages
  • geo
  • geoss
  • gis
  • image-analysis
  • national
  • north-america
  • np301
  • plant-phenotyping
  • satellite-image
  • software
  • united-states
  • water-management
isopen True
license_id cc-zero
license_title Creative Commons CCZero
license_url http://www.opendefinition.org/licenses/cc-zero
maintainer Kim, James
maintainer_email james.kim2@usda.gov
metadata_created 2025-11-21T13:10:11.889425
metadata_modified 2025-11-21T13:10:11.889428
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>
num_resources 1
num_tags 18
title IMAP: Image Mapping & Analytics for Phenotyping