From 4fb0aaa6a440e26baaa9de722f9b68d88831b30b Mon Sep 17 00:00:00 2001 From: elias-sanz Date: Thu, 17 Dec 2020 18:08:14 -0800 Subject: [PATCH] Network links tagged with upstream and downstream IDs Initial load Working on #17 --- Data/network_links.csv | 93403 ++++++++++++++++ ...tanooga_Network_Validation-Link_Tags.ipynb | 114 + 2 files changed, 93517 insertions(+) create mode 100644 Data/network_links.csv create mode 100644 Notebooks/Chattanooga_Network_Validation-Link_Tags.ipynb diff --git a/Data/network_links.csv b/Data/network_links.csv new file mode 100644 index 0000000..c0a303d --- /dev/null +++ b/Data/network_links.csv @@ -0,0 +1,93403 @@ +id,stream,stream_id +38586,downstream,1829 +38586,downstream,10184 +111,downstream,112 +111,upstream,110 +284,downstream,283 +284,downstream,285 +284,upstream,110 +635,downstream,636 +635,downstream,782 +635,upstream,634 +1101,downstream,1102 +1101,upstream,1100 +1198,downstream,37945 +1198,downstream,1200 +1198,downstream,5829 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b/Notebooks/Chattanooga_Network_Validation-Link_Tags.ipynb new file mode 100644 index 0000000..a28d26c --- /dev/null +++ b/Notebooks/Chattanooga_Network_Validation-Link_Tags.ipynb @@ -0,0 +1,114 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import pandas as pd\n", + "import geopandas as gpd\n", + "\n", + "from shapely.geometry import Point\n", + "import fiona" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "network_file = 'Chatt_Master.shp'\n", + "network_path = os.path.join('..', 'Data' )" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "network = gpd.read_file(os.path.join(network_path, network_file))\n", + "network = network[['ID', 'geometry']]\n", + "\n", + "network['A'] = [pt['geometry'].coords[0] for i,pt in network.iterrows()]\n", + "network['B'] = [pt['geometry'].coords[-1] for i,pt in network.iterrows()]\n", + "\n", + "# network = network.drop(columns='geometry')\n", + "\n", + "# print(network.crs)\n", + "# print('Check for duplicates:', network['ID'].duplicated().any())\n", + "# network['ID'].describe()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "network_stream = []\n", + "\n", + "for i, link in network.iterrows():\n", + "# pt = Point(list(link['geometry'].coords)[0])\n", + "# print(pt)\n", + "# pt_buff = pt.buffer(0.0001)\n", + "# print(pt_buff)\n", + "# print(network[network['geometry'].intersects(pt)])\n", + " net = network[network['geometry'].intersects(link['geometry'])]\n", + " \n", + " for j, stream in net.iterrows():\n", + " if i!= j:\n", + " if link['A']==stream['B']:\n", + " print(link['ID'], 'downstream', stream['ID'])\n", + " network_stream.append([link['ID'], 'downstream', stream['ID']])\n", + " elif link['B']==stream['A']:\n", + " print(link['ID'], 'upstream', stream['ID'])\n", + " network_stream.append([link['ID'], 'upstream', stream['ID']])\n", + "\n", + "network_stream = pd.DataFrame(network_stream, columns=['id', 'stream', 'stream_id'])" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "network_stream.to_csv(os.path.join(network_path, 'network_links.csv'), index=False)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +}