Create image example

Example for generating a rest-frame physical scale image. This example will: - Build a parametric galaxy (see make_sfzh and make_sed) - Define its morphology - Calculate rest-frame luminosities for the UVJ bands - Make an image of the galaxy, including an RGB image.

Calculated wavelength array:
min = 3.31e+03 Angstrom
max = 1.33e+04 Angstrom
FilterCollection.lam.size = 75014
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import matplotlib.pyplot as plt
from unyt import Msun, Myr, kpc

from synthesizer.emission_models import ReprocessedEmission
from synthesizer.filters import UVJ
from synthesizer.grid import Grid
from synthesizer.imaging import ImageCollection
from synthesizer.parametric import SFH, Stars, ZDist
from synthesizer.parametric.galaxy import Galaxy
from synthesizer.parametric.morphology import Sersic2D

if __name__ == "__main__":
    # Define the morphology using a simple effective radius and slope
    morph = Sersic2D(r_eff=1 * kpc, sersic_index=1.0, ellipticity=0.5)

    # Get the location of this script, __file__ is the absolute path of this
    # script, however we just want to directory
    # script_path = os.path.abspath(os.path.dirname(__file__))

    # Define the grid
    grid_name = "test_grid"
    grid_dir = "../../tests/test_grid/"
    grid = Grid(grid_name, grid_dir=grid_dir)

    # Create the emission model
    model = ReprocessedEmission(grid)

    # Define the SFZDist
    Z_p = {"metallicity": 0.01}
    metal_dist = ZDist.DeltaConstant(**Z_p)
    sfh_p = {"max_age": 100 * Myr}
    sfh = SFH.Constant(**sfh_p)  # constant star formation
    sfzh = Stars(
        grid.log10age,
        grid.metallicity,
        sf_hist=sfh,
        metal_dist=metal_dist,
        initial_mass=10**9 * Msun,
        morphology=morph,
    )

    # Initialise a parametric Galaxy
    galaxy = Galaxy(sfzh)

    # Generate stellar spectra
    galaxy.stars.get_spectra(model)

    # Get a UVJ filter set
    filters = UVJ()

    # Get photometry
    galaxy.stars.get_photo_lnu(filters)

    # Define geometry of the images
    resolution = 0.01 * kpc  # resolution in kpc
    npix = 100
    fov = resolution.value * npix * kpc

    # Generate images using the low level image methods
    img = ImageCollection(
        resolution=resolution,
        fov=fov,
    )

    # Get the photometric images
    img.get_imgs_smoothed(
        photometry=galaxy.stars.spectra["reprocessed"].photo_lnu,
        density_grid=morph.get_density_grid(resolution, img.npix),
    )

    # Make and plot an rgb image
    img.make_rgb_image(rgb_filters={"R": "J", "G": "V", "B": "U"})
    fig, ax, _ = img.plot_rgb_image()

    plt.show()

    # We can also do the same with a helper function on the galaxy object
    img = galaxy.get_images_luminosity(
        resolution=resolution,
        fov=fov,
        emission_model=model,
    )

    # and... print an ASCII representation
    img["J"].print_ascii()