{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Locations\n", "\n", "Locations are where model results exist in the [Network](network.qmd).\n", "The main location types are\n", "[nodes](../api/result_network.ResultNodes.html#mikeio1d.result_network.ResultNodes),\n", "[reaches](../api/result_network.ResultReaches.html#mikeio1d.result_network.ResultReaches),\n", "and\n", "[catchments](../api/result_network.ResultCatchments.html#mikeio1d.result_network.ResultCatchments)\n", "\n", "``` python\n", "from mikeio1d import Res1D\n", "res = Res1D('../data/network.res1d')\n", "res_catchments = Res1D('../data/catchments.res1d')\n", "```\n", "\n", "## Data structures\n", "\n", "There are two main data structures for locations: location collections\n", "([`ResultLocations`](../api/result_network.ResultLocations.html#mikeio1d.result_network.ResultLocations))\n", "and single locations\n", "([`ResultLocation`](../api/result_network.ResultLocation.html#mikeio1d.result_network.ResultLocation)).\n", "\n", "### Location collections\n", "\n", "Access location collections from a [Res1D](res1d.qmd) object. Each\n", "collection shows available quantities and location IDs." ], "id": "601f280a-b2ed-4765-bda0-c530d2df8382" }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/html": [ "<ResultNodes> (119)\n", " \n", "
Quantities (1)
Derived Quantities (3)
" ] } } ], "source": [ "res.nodes" ], "id": "73b06cc6" }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/html": [ "<ResultReaches> (118)\n", " \n", "
Quantities (2)
Derived Quantities (6)
" ] } } ], "source": [ "res.reaches" ], "id": "8a4f7dc6" }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/html": [ "<ResultCatchments> (31)\n", " \n", "
Quantities (5)
Derived Quantities (0)
" ] } } ], "source": [ "res_catchments.catchments" ], "id": "9a9cd689" }, { "cell_type": "markdown", "metadata": {}, "source": [ "> **Note**\n", ">\n", "> Gridpoints only exist as single locations on a reach, and have no\n", "> collection.\n", "\n", "### Single locations\n", "\n", "Access a single location by indexing its respective collection with its\n", "unique ID. Each location shows available quantities and static\n", "properties." ], "id": "ad28e79b-4546-4642-a55b-e89a8c741436" }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/html": [ "<Manhole: 1>\n", " \n", "
Attributes (8)
Quantities (1)
Derived Quantities (3)
" ] } } ], "source": [ "res.nodes['1']" ], "id": "044da3f5" }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/html": [ "<Reach: 100l1>\n", " \n", "
Attributes (9)
Quantities (2)
Derived Quantities (6)
" ] } } ], "source": [ "res.reaches['100l1']" ], "id": "14a6dee9" }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/html": [ "<ResultGridPoint>\n", " \n", "
Attributes (5)
Quantities (1)
Derived Quantities (0)
" ] } } ], "source": [ "# gridpoint on reach 100l1 at chainage 23.841\n", "res.reaches['100l1']['23.841']" ], "id": "b67c5294" }, { "cell_type": "markdown", "metadata": {}, "source": [ "> **Tip**\n", ">\n", "> Gridpoints can also be indexed by number instead of chainage. For\n", "> example:\n", ">\n", "> ``` python\n", "> res.reaches['100l1'][0] # first gridpoint\n", "> res.reaches['100l1'][-1] # last gridpoint\n", "> ```" ], "id": "daea050a-740d-47c0-8e91-20abe042c892" }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/html": [ "<Catchment: 100_16_16>\n", " \n", "
Attributes (3)
Quantities (5)
Derived Quantities (0)
" ] } } ], "source": [ "res_catchments.catchments['100_16_16']" ], "id": "374779b2" }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Quantities\n", "\n", "[Quantities](quantities.qmd) are the actual model results. Each single\n", "location or location collection has associated quantities." ], "id": "d2225f1c-38cb-42ec-9669-c41b8eb44f79" }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/plain": [ "" ] } } ], "source": [ "res.nodes.WaterLevel" ], "id": "6c4b5b0e" }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/plain": [ "" ] } } ], "source": [ "res.nodes['1'].WaterLevel" ], "id": "f681cfd8" }, { "cell_type": "markdown", "metadata": {}, "source": [ "> **Can’t find a which location a quantity belongs to?**\n", ">\n", "> The [Network](network.qmd) structure is generic and applies across\n", "> different domains (e.g. collection systems, water distribution,\n", "> rivers). Sometimes this can be challenging to find a particular\n", "> result. Here are some examples of result types mapped onto this\n", "> structure.\n", ">\n", "> | Location | Example quantities |\n", "> |------------|-----------------------------------------------------|\n", "> | Nodes | Water level (e.g. manhole, basin, outlet, junction) |\n", "> | | Pump discharge in structure |\n", "> | Reaches | Discharge (e.g. pipes, pumps, weirs) |\n", "> | | Water level (e.g. at specific chainges) |\n", "> | Catchments | Catchment discharge |\n", "> | | Total runoff |\n", "> | Global | Water balance |\n", "> | | User defined variable types |\n", "\n", "Refer to the [Quantities](quantities.qmd) page for more information on\n", "how to read and plot the returned quantities.\n", "\n", "## Static attributes\n", "\n", "Each location has a set of static attributes." ], "id": "e85622b7-9246-42c7-80ad-402f1b56f8d8" }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/plain": [ "197.07000732421875" ] } } ], "source": [ "res.nodes['1'].ground_level" ], "id": "ee02ae6c" }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Reading data\n", "\n", "All result data for a single location or location collection can be read\n", "into a pandas DataFrame." ], "id": "98018d9a-a373-48fb-80d5-507889a5f68e" }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/html": [ "\n", "" ] } } ], "source": [ "df = res.reaches['100l1'].read()\n", "df.head()" ], "id": "ed6867dc" }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/html": [ "\n", "

5 rows × 376 columns

\n", "" ] } } ], "source": [ "df = res.reaches.read()\n", "df.head()" ], "id": "cba88ae6" }, { "cell_type": "markdown", "metadata": {}, "source": [ "## GeoDataFrames\n", "\n", "Locations collections can be extracted into a GeoDataFrame, both with\n", "and without quantities." ], "id": "aa8e4563-9e7b-4ad5-8378-498fe11cb6f6" }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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AYd7ODDVjc9icqiaeW3McgH9dPYSILnwWgcASEALUTXpzHlBlYytVjW24OdgS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t10E4ZE4Mtj1dhacgHyAH+8+UWZcOO+n92mxe/HxfPVB3wAB5AbPTP6DmwtvYDis0as/foUgJ5d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\nhwAAAABJRU5ErkJggg==\n" } } ], "source": [ "gdf = res.reaches.to_geopandas()\n", "gdf.plot()" ], "id": "a9a3efbc" }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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rVmH16tUyP/eDDz7AO++8g+7du+PWrVuteoZKNqeioqKgqakJLy8viczLywsa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\nt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6Aag0TNfHhJrasTlddXIq+6aUIZAQImhHdt2skrJTds9uNCIrp0H9bzHh8z2yZYH7yS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\nJe3yfSwGM64v2+XWsYJr1h7IS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} } ], "source": [ "gdf = res.reaches.to_geopandas(agg='max')\n", "gdf.plot(column='max_Discharge', linewidth=3, cmap='RdYlGn_r', legend=True)" ], "id": "97ceb8b8" }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Examples\n", "\n", "- [Res1D Basics](../examples/res1d_basic.qmd)\n", "- [Res1D Export to\n", " shapefile](../examples/res1d_export_to_shapefile.qmd)\n", "\n", "> **Tip**\n", ">\n", "> There are also several notebook examples available on our [GitHub\n", "> repository]()https://github.com/DHI/mikeio1d/tree/main/notebooks." ], "id": "03b9ad39-ec78-4950-b891-b0715a456f65" } ], "nbformat": 4, "nbformat_minor": 5, "metadata": { "kernelspec": { "name": "python3", "display_name": "Python 3 (ipykernel)", "language": "python", "path": "/opt/hostedtoolcache/Python/3.12.8/x64/share/jupyter/kernels/python3" }, "language_info": { "name": "python", "codemirror_mode": { "name": "ipython", "version": "3" }, "file_extension": ".py", "mimetype": "text/x-python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.8" } } }