{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "6a77009b", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import earthkit.plots\n", "from earthkit.plots.geo import domains\n", "\n", "central_europe = domains.Domain.from_bbox(\n", " bbox=[2, 24, 45, 55],\n", " name=\"Central Europe\",\n", ")\n", "\n", "chart = earthkit.plots.Map(domain=central_europe)\n", "\n", "chart.land()\n", "chart.urban_areas()\n", "chart.borders()\n", "chart.cities(adjust_labels=True)\n", "chart.coastlines()\n", "chart.gridlines()\n", "\n", "chart.title(\"{domain}\")\n", "\n", "chart.show()" ] } ], "metadata": { "kernelspec": { "display_name": "DEVELOP", "language": "python", "name": "develop" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.6" } }, "nbformat": 4, "nbformat_minor": 5 }