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  {
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   "source": [
    "# Mosaicking\n",
    "\n",
    "\n",
    "Optimizes the image coverage search to avoid scene overlaps. Only downloads the neccessary parts.\n",
    "\n",
    "Download the overlap area, and each unique area in a separate job. For the overlap area the scene with the lowest cloudcover is selected."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2\n",
    "%matplotlib inline\n",
    "\n",
    "from utils.widgets import UI\n",
    "UI = UI()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Authenticate"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "UI.authenticate()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Select output folder"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "UI.choose_output_folder()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Select input AOI"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The AOI should be a geojson FeatureCollection with a single feature."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "UI.load_aoi()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Search available images"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "UI.create_search_params()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "UI.search_available_images()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "UI.show_quicklooks()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Optimize coverage\n",
    "\n",
    "Get best non-overlapping sections. Iteratively prioritizied by cloud cover & area"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "UI.optimize_coverage()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Create workflow and run test jobs"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note the mapping between the data sources and the block name:\n",
    "- [Pléiades Reflectance (Download)](https://marketplace.up42.com/block/defb134b-ca00-4e16-afa0-639c6dc0c5fe) -> `oneatlas-pleiades-fullscene`  \n",
    "- [Pléiades Display (Download)](https://marketplace.up42.com/block/6ac78530-6200-42c1-b6a9-381a9f69d8ef) -> `oneatlas-pleiades-display`\n",
    "- [Pléiades Display (Streaming)](https://marketplace.up42.com/block/18d09f1a-3197-4c27-a15a-54d099c31435) -> `oneatlas-pleiades-aoiclipped`\n",
    "- [SPOT 6/7 Reflectance (Download)](https://marketplace.up42.com/block/63a69b97-1765-474e-b465-0b319b8d3b2d) -> `oneatlas-spot-fullscene`\n",
    "- [SPOT 6/7 Display (Download)](https://marketplace.up42.com/block/3e24ed57-b07f-4d44-9957-5d5c0a457239) -> `oneatlas-spot-display`\n",
    "- [SPOT 6/7 Display (Streaming)](https://marketplace.up42.com/block/045019bb-06fc-4fa1-b703-318725b4d8af) -> `oneatlas-spot-aoiclipped`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "UI.test_workflow()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Run jobs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "UI.run_workflow()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Mosaic"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "UI.mosaic_sections()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "UI.view_mosaic()"
   ]
  }
 ],
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