{
  "_id": "6a2a54377b7a29ca600388bb",
  "Package": "rcaiman",
  "Type": "Package",
  "Title": "CAnopy IMage ANalysis",
  "Version": "2.0.1",
  "Date": "2025-09-01",
  "Authors@R": "person(\"Gastón Mauro\", \"Díaz\", , \"gastonmaurodiaz@gmail.com\",\nrole = c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0002-0362-8616\"))",
  "Description": "Tools for preprocessing and processing canopy photographs\nwith support for raw data reading. Provides methods to address\nvariability in sky brightness and to mitigate errors from image\nacquisition in non-diffuse light. Works with all types of\nfish-eye lenses, and some methods also apply to conventional\nlenses.",
  "License": "GPL-3",
  "BugReports": "https://github.com/GastonMauroDiaz/rcaiman/issues",
  "Encoding": "UTF-8",
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  "Packaged": {
    "Date": "2026-06-09 16:58:46 UTC",
    "User": "root"
  },
  "Author": "Gastón Mauro Díaz [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-0362-8616>)",
  "Maintainer": "Gastón Mauro Díaz <gastonmaurodiaz@gmail.com>",
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  "Repository": "https://cranhaven.r-universe.dev",
  "Date/Publication": "2026-06-09 07:02:00 UTC",
  "RemoteUrl": "https://github.com/cranhaven/cranhaven.r-universe.dev",
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  "_user": "cranhaven",
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  "_created": "2026-06-09T16:58:46.000Z",
  "_published": "2026-06-11T06:22:47.204Z",
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  "_buildurl": "https://github.com/r-universe/cranhaven/actions/runs/27221898882",
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  "_maintainer": {
    "name": "Gastón Mauro Díaz",
    "email": "gastonmaurodiaz@gmail.com",
    "login": "gastonmaurodiaz",
    "description": "I am currently focused on short-range remote sensing of the vegetation. My goal is to customize methods to fit the socioeconomic context of peripheral economies",
    "uuid": 9575430,
    "orcid": "0000-0002-0362-8616"
  },
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  "_updates": [
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    "packages",
    "r-universe"
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  "_devurl": "https://github.com/gastonmaurodiaz/rcaiman",
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  "_homeurl": "https://github.com/gastonmaurodiaz/rcaiman",
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  ],
  "_exports": [
    "apply_by_direction",
    "azimuth_image",
    "binarize_by_region",
    "binarize_with_thr",
    "calc_diameter",
    "calc_relative_radius",
    "calc_spherical_distance",
    "calc_zenith_colrow",
    "calibrate_lens",
    "chessboard",
    "cie_image",
    "complementary_gradients",
    "compute_canopy_openness",
    "conventional_lens_image",
    "correct_vignetting",
    "crop_caim",
    "crosscalibrate_lens",
    "defuzzify",
    "display_caim",
    "estimate_sun_angles",
    "expand_noncircular",
    "extract_dn",
    "extract_feature",
    "extract_radiometry",
    "extract_rr",
    "extract_sky_points",
    "fisheye_to_equidistant",
    "fisheye_to_pano",
    "fit_cie_model",
    "fit_coneshaped_model",
    "grow_black",
    "hsp_read_manual_input",
    "hsp_read_opt_sky_coef",
    "hsp_write_sky_points",
    "hsp_write_sun_coord",
    "interpolate_planar",
    "interpolate_spherical",
    "invert_gamma_correction",
    "lens",
    "normalize_minmax",
    "ootb_bin",
    "ootb_sky_above",
    "ootb_sky_cie",
    "optim_dist_to_black",
    "optim_sun_angles",
    "paint_with_mask",
    "polar_qtree",
    "read_bin",
    "read_caim",
    "read_caim_raw",
    "read_sky_cie",
    "rem_isolated_black_pixels",
    "rem_nearby_points",
    "rem_outliers",
    "ring_segmentation",
    "row_col_from_zenith_azimuth",
    "sector_segmentation",
    "select_sky_region",
    "sky_grid_centers",
    "sky_grid_segmentation",
    "test_lens_coef",
    "thr_isodata",
    "thr_mblt",
    "thr_twocorner",
    "validate_cie_model",
    "write_bin",
    "write_sky_cie",
    "zenith_azimuth_from_row_col",
    "zenith_image"
  ],
  "_datasets": [
    {
      "name": "cie_table",
      "title": "Set of 15 CIE Standard Skies",
      "object": "cie_table",
      "class": [
        "data.frame"
      ],
      "fields": [
        "a",
        "b",
        "c",
        "d",
        "e",
        "indicatrix_group",
        "general_sky_type",
        "description"
      ],
      "rows": 15,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "apply_by_direction",
      "title": "Apply a method by direction using a constant field of view",
      "topics": [
        "apply_by_direction"
      ]
    },
    {
      "page": "azimuth_image",
      "title": "Build azimuth image",
      "topics": [
        "azimuth_image"
      ]
    },
    {
      "page": "binarize_by_region",
      "title": "Regional thresholding of greyscale images",
      "topics": [
        "binarize_by_region"
      ]
    },
    {
      "page": "binarize_with_thr",
      "title": "Binarize with known thresholds",
      "topics": [
        "binarize_with_thr"
      ]
    },
    {
      "page": "calc_diameter",
      "title": "Calculate diameter",
      "topics": [
        "calc_diameter"
      ]
    },
    {
      "page": "calc_relative_radius",
      "title": "Calculate relative radius",
      "topics": [
        "calc_relative_radius"
      ]
    },
    {
      "page": "calc_spherical_distance",
      "title": "Calculate spherical distance",
      "topics": [
        "calc_spherical_distance"
      ]
    },
    {
      "page": "calc_zenith_colrow",
      "title": "Calculate zenith raster coordinates",
      "topics": [
        "calc_zenith_colrow"
      ]
    },
    {
      "page": "calibrate_lens",
      "title": "Calibrate lens",
      "topics": [
        "calibrate_lens"
      ]
    },
    {
      "page": "chessboard",
      "title": "Perform chessboard segmentation",
      "topics": [
        "chessboard"
      ]
    },
    {
      "page": "cie_image",
      "title": "CIE sky image",
      "topics": [
        "cie_image"
      ]
    },
    {
      "page": "cie_table",
      "title": "Set of 15 CIE Standard Skies",
      "topics": [
        "cie_table"
      ]
    },
    {
      "page": "complementary_gradients",
      "title": "Calculate complementary gradients",
      "topics": [
        "complementary_gradients"
      ]
    },
    {
      "page": "compute_canopy_openness",
      "title": "Calculate canopy openness",
      "topics": [
        "compute_canopy_openness"
      ]
    },
    {
      "page": "conventional_lens_image",
      "title": "Generate conventional-lens-like image",
      "topics": [
        "conventional_lens_image"
      ]
    },
    {
      "page": "correct_vignetting",
      "title": "Correct vignetting effect",
      "topics": [
        "correct_vignetting"
      ]
    },
    {
      "page": "crop_caim",
      "title": "Crop a canopy image",
      "topics": [
        "crop_caim"
      ]
    },
    {
      "page": "crosscalibrate_lens",
      "title": "Cross-calibrate lens",
      "topics": [
        "crosscalibrate_lens"
      ]
    },
    {
      "page": "defuzzify",
      "title": "Defuzzify a fuzzy classification",
      "topics": [
        "defuzzify"
      ]
    },
    {
      "page": "display_caim",
      "title": "Display a canopy image",
      "topics": [
        "display_caim"
      ]
    },
    {
      "page": "estimate_sun_angles",
      "title": "Estimate sun angular coordinates",
      "topics": [
        "estimate_sun_angles"
      ]
    },
    {
      "page": "expand_noncircular",
      "title": "Expand non-circular",
      "topics": [
        "expand_noncircular"
      ]
    },
    {
      "page": "extract_dn",
      "title": "Extract digital numbers from sky points",
      "topics": [
        "extract_dn"
      ]
    },
    {
      "page": "extract_feature",
      "title": "Extract feature",
      "topics": [
        "extract_feature"
      ]
    },
    {
      "page": "extract_radiometry",
      "title": "Extract radiometry data for calibration",
      "topics": [
        "extract_radiometry"
      ]
    },
    {
      "page": "extract_rr",
      "title": "Extract digital numbers at sky points and normalize by estimated zenith radiance",
      "topics": [
        "extract_rr"
      ]
    },
    {
      "page": "extract_sky_points",
      "title": "Extract sky points",
      "topics": [
        "extract_sky_points"
      ]
    },
    {
      "page": "fisheye_to_equidistant",
      "title": "Fisheye to equidistant",
      "topics": [
        "fisheye_to_equidistant"
      ]
    },
    {
      "page": "fisheye_to_pano",
      "title": "Fisheye to panoramic",
      "topics": [
        "fisheye_to_pano"
      ]
    },
    {
      "page": "fit_cie_model",
      "title": "Fit CIE sky model",
      "topics": [
        "fit_cie_model"
      ]
    },
    {
      "page": "fit_coneshaped_model",
      "title": "Fit cone-shaped model",
      "topics": [
        "fit_coneshaped_model"
      ]
    },
    {
      "page": "fit_trend_surface",
      "title": "Fit a trend surface to sky digital numbers",
      "topics": [
        "fit_trend_surface"
      ]
    },
    {
      "page": "grow_black",
      "title": "Grow black regions in a binary mask",
      "topics": [
        "grow_black"
      ]
    },
    {
      "page": "hsp_compat",
      "title": "HSP compatibility functions",
      "topics": [
        "hsp_compat",
        "hsp_read_manual_input",
        "hsp_read_opt_sky_coef",
        "hsp_write_sky_points",
        "hsp_write_sun_coord"
      ]
    },
    {
      "page": "interpolate_planar",
      "title": "Interpolate in planar space",
      "topics": [
        "interpolate_planar"
      ]
    },
    {
      "page": "interpolate_spherical",
      "title": "Interpolate in spherical space",
      "topics": [
        "interpolate_spherical"
      ]
    },
    {
      "page": "invert_gamma_correction",
      "title": "Gamma back correction of JPEG images",
      "topics": [
        "invert_gamma_correction"
      ]
    },
    {
      "page": "lens",
      "title": "Access the lens database",
      "topics": [
        "lens"
      ]
    },
    {
      "page": "normalize_minmax",
      "title": "Normalize data using min-max rescaling",
      "topics": [
        "normalize_minmax"
      ]
    },
    {
      "page": "ootb_bin",
      "title": "Out-of-the-box reliable binarized image",
      "topics": [
        "ootb_bin"
      ]
    },
    {
      "page": "ootb_sky_above",
      "title": "Out-of-the-box above-canopy sky",
      "topics": [
        "ootb_sky_above"
      ]
    },
    {
      "page": "ootb_sky_cie",
      "title": "Out-of-the-box CIE sky model and raster",
      "topics": [
        "ootb_sky_cie"
      ]
    },
    {
      "page": "optim_dist_to_black",
      "title": "Optimize minimum distance to black pixels",
      "topics": [
        "optim_dist_to_black"
      ]
    },
    {
      "page": "optim_sun_angles",
      "title": "Optimize sun angular coordinates",
      "topics": [
        "optim_sun_angles"
      ]
    },
    {
      "page": "paint_with_mask",
      "title": "Paint with mask",
      "topics": [
        "paint_with_mask"
      ]
    },
    {
      "page": "polar_qtree",
      "title": "Generate polar quadtree segmentation",
      "topics": [
        "polar_qtree"
      ]
    },
    {
      "page": "read_bin",
      "title": "Write and read binarized images",
      "topics": [
        "read_bin",
        "write_bin"
      ]
    },
    {
      "page": "read_caim",
      "title": "Read a canopy image from a file",
      "topics": [
        "read_caim"
      ]
    },
    {
      "page": "read_caim_raw",
      "title": "Read a canopy image from a raw file",
      "topics": [
        "read_caim_raw"
      ]
    },
    {
      "page": "rem_isolated_black_pixels",
      "title": "Remove isolated black pixels",
      "topics": [
        "rem_isolated_black_pixels"
      ]
    },
    {
      "page": "rem_nearby_points",
      "title": "Remove nearby sky points",
      "topics": [
        "rem_nearby_points"
      ]
    },
    {
      "page": "rem_outliers",
      "title": "Remove statistical outliers in sky points",
      "topics": [
        "rem_outliers"
      ]
    },
    {
      "page": "ring_segmentation",
      "title": "Assign zenith-ring labels",
      "topics": [
        "ring_segmentation"
      ]
    },
    {
      "page": "sector_segmentation",
      "title": "Assign azimuth-sector labels",
      "topics": [
        "sector_segmentation"
      ]
    },
    {
      "page": "select_sky_region",
      "title": "Select sky region",
      "topics": [
        "select_sky_region"
      ]
    },
    {
      "page": "sky_grid_centers",
      "title": "Map sky-grid centers to raster coordinates",
      "topics": [
        "sky_grid_centers"
      ]
    },
    {
      "page": "sky_grid_segmentation",
      "title": "Assign sky-grid labels",
      "topics": [
        "sky_grid_segmentation"
      ]
    },
    {
      "page": "test_lens_coef",
      "title": "Test lens projection function",
      "topics": [
        "test_lens_coef"
      ]
    },
    {
      "page": "thr_isodata",
      "title": "Compute IsoData threshold",
      "topics": [
        "thr_isodata"
      ]
    },
    {
      "page": "thr_mblt",
      "title": "Compute model-based thresholds",
      "topics": [
        "thr_mblt"
      ]
    },
    {
      "page": "thr_twocorner",
      "title": "Compute two-corner thresholds",
      "topics": [
        "thr_twocorner"
      ]
    },
    {
      "page": "validate_cie_model",
      "title": "Validate CIE sky models",
      "topics": [
        "validate_cie_model"
      ]
    },
    {
      "page": "write_caim",
      "title": "Write canopy image",
      "topics": [
        "write_caim"
      ]
    },
    {
      "page": "write_sky_cie",
      "title": "Write and read out-of-the-box CIE sky model and raster",
      "topics": [
        "read_sky_cie",
        "write_sky_cie"
      ]
    },
    {
      "page": "zenith_azimuth_from_row_col",
      "title": "Map between zenith–azimuth angles and raster coordinates",
      "topics": [
        "row_col_from_zenith_azimuth",
        "zenith_azimuth_from_row_col"
      ]
    },
    {
      "page": "zenith_image",
      "title": "Build Zenith image",
      "topics": [
        "zenith_image"
      ]
    }
  ],
  "_rundeps": [
    "abind",
    "base64enc",
    "BH",
    "brio",
    "bslib",
    "cachem",
    "callr",
    "class",
    "classInt",
    "cli",
    "codetools",
    "crayon",
    "data.table",
    "DBI",
    "desc",
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