{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# *In situ* split calibration-validation\n", "\n", "This script allows to separate the *in situ* polygons into a calibration set and a validation set. The user has to choose what percentage of pixels **per class** he wants to keep for calibration (``pc_cal``). The remaining pixels will be used to validate the classification.\n", "\n", "Note that the script takes into account the fact that there cannot be calibration and validation pixels in the same polygon. If a pixel of a polygon is used for the calibration of the model, all the other pixels of this polygon are also used." ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import geopandas as gpd\n", "import matplotlib.pyplot as plt\n", "import matplotlib.patches as mpatches\n", "import numpy as np\n", "from collections import defaultdict\n", "from pathlib import Path" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "**Set directory**" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "computer_path = 'X:/'\n", "grp_nb = '99'\n", "\n", "# Directory for all work files\n", "work_path = f'{computer_path}STUDENTS/GROUP_{grp_nb}/'\n", "\n", "in_situ_prepro_path = f'{work_path}B_IN_SITU_PREPRO/'\n", "in_situ_cal_val_path = f'{work_path}C_IN_SITU_CAL_VAL/'\n", "\n", "Path(in_situ_cal_val_path).mkdir(parents=True, exist_ok=True)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "**Set parameters**" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [], "source": [ "site = 'NAMUR'\n", "year = '2020'\n", "\n", "field_classif_code = 'grp_1_nb'\n", "field_classif_name = 'grp_1'\n", "\n", "pc_cal = 75\n", "pc_val = 100-pc_cal\n" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "**Set filenames**" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/export/miro/ndeffense/LBRAT2104/STUDENTS/GROUP_99/TP/C_IN_SITU_CAL_VAL/NAMUR_2020_IN_SITU_ROI_CAL_75pc.shp\n", "/export/miro/ndeffense/LBRAT2104/STUDENTS/GROUP_99/TP/C_IN_SITU_CAL_VAL/NAMUR_2020_IN_SITU_ROI_VAL_25pc.shp\n" ] } ], "source": [ "# Input file\n", "in_situ_prepared_shp = f'{in_situ_prepro_path}{site}_{year}_IN_SITU_ROI_prepared.shp'\n", "\n", "# Output files\n", "in_situ_cal_shp = f'{in_situ_cal_val_path}{site}_{year}_IN_SITU_ROI_CAL_{pc_cal}pc.shp'\n", "in_situ_val_shp = f'{in_situ_cal_val_path}{site}_{year}_IN_SITU_ROI_VAL_{pc_val}pc.shp'\n", "\n", "print(in_situ_cal_shp)\n", "print(in_situ_val_shp)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Open *in situ* data prepared" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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idlc_nblcgrp_nbgrpclass_nbclasssub_nbsubgrp_1_nbgrp_1grp_A_nbgrp_Aareapix_countgeometry
043Grassland and meadows31Grassland and meadows319Grassland and meadows3199Grassland and meadows3Grassland and meadows3Grassland and meadows173517MULTIPOLYGON (((630003.573 5594258.004, 630003...
153Grassland and meadows31Grassland and meadows319Grassland and meadows3199Grassland and meadows3Grassland and meadows3Grassland and meadows14331146POLYGON ((636962.589 5595674.757, 636966.536 5...
263Grassland and meadows31Grassland and meadows319Grassland and meadows3199Grassland and meadows3Grassland and meadows3Grassland and meadows176818POLYGON ((635692.119 5593303.601, 635688.405 5...
373Grassland and meadows31Grassland and meadows319Grassland and meadows3199Grassland and meadows3Grassland and meadows3Grassland and meadows782879POLYGON ((627911.368 5595749.375, 627942.033 5...
493Grassland and meadows31Grassland and meadows319Grassland and meadows3199Grassland and meadows3Grassland and meadows3Grassland and meadows319739POLYGON ((633236.525 5596165.100, 633397.286 5...
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" ], "text/plain": [ " id lc_nb lc grp_nb grp class_nb \\\n", "0 4 3 Grassland and meadows 31 Grassland and meadows 319 \n", "1 5 3 Grassland and meadows 31 Grassland and meadows 319 \n", "2 6 3 Grassland and meadows 31 Grassland and meadows 319 \n", "3 7 3 Grassland and meadows 31 Grassland and meadows 319 \n", "4 9 3 Grassland and meadows 31 Grassland and meadows 319 \n", "\n", " class sub_nb sub grp_1_nb \\\n", "0 Grassland and meadows 3199 Grassland and meadows 3 \n", "1 Grassland and meadows 3199 Grassland and meadows 3 \n", "2 Grassland and meadows 3199 Grassland and meadows 3 \n", "3 Grassland and meadows 3199 Grassland and meadows 3 \n", "4 Grassland and meadows 3199 Grassland and meadows 3 \n", "\n", " grp_1 grp_A_nb grp_A area pix_count \\\n", "0 Grassland and meadows 3 Grassland and meadows 1735 17 \n", "1 Grassland and meadows 3 Grassland and meadows 14331 146 \n", "2 Grassland and meadows 3 Grassland and meadows 1768 18 \n", "3 Grassland and meadows 3 Grassland and meadows 7828 79 \n", "4 Grassland and meadows 3 Grassland and meadows 3197 39 \n", "\n", " geometry \n", "0 MULTIPOLYGON (((630003.573 5594258.004, 630003... \n", "1 POLYGON ((636962.589 5595674.757, 636966.536 5... \n", "2 POLYGON ((635692.119 5593303.601, 635688.405 5... \n", "3 POLYGON ((627911.368 5595749.375, 627942.033 5... \n", "4 POLYGON ((633236.525 5596165.100, 633397.286 5... " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gdf = gpd.read_file(in_situ_prepared_shp)\n", "\n", "display(gdf.head())" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Add number of pixel of each class for each polygons\n", "\n", "``crop_pixel`` : sum of all pixels belonging of all polygons of a given class\n", "\n", "> All polygons from a same class will have the same pixel ratio !" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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grp_1_nbgrp_1crop_pix
2211111Winter wheat29633
03Grassland and meadows23889
2951121Maize8667
3311811Sugar beet7400
3521152Barley six-row6659
4411511Potatoes6439
3761192Other cereals6117
4111771Peas3606
50269Forest3109
4011923Flax hemp and other similar crops2810
45521Fruits trees2239
4211435Rapeseed1826
46681Urban1795
409121Leafy or stem vegetables1351
3931171Oats776
4341911Alfalfa554
42984Greenhouses252
4629212Permanent rivers and streams208
37222Vineyards178
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" ], "text/plain": [ " grp_1_nb grp_1 crop_pix\n", "221 1111 Winter wheat 29633\n", "0 3 Grassland and meadows 23889\n", "295 1121 Maize 8667\n", "331 1811 Sugar beet 7400\n", "352 1152 Barley six-row 6659\n", "441 1511 Potatoes 6439\n", "376 1192 Other cereals 6117\n", "411 1771 Peas 3606\n", "502 69 Forest 3109\n", "401 1923 Flax hemp and other similar crops 2810\n", "455 21 Fruits trees 2239\n", "421 1435 Rapeseed 1826\n", "466 81 Urban 1795\n", "409 121 Leafy or stem vegetables 1351\n", "393 1171 Oats 776\n", "434 1911 Alfalfa 554\n", "429 84 Greenhouses 252\n", "462 9212 Permanent rivers and streams 208\n", "372 22 Vineyards 178" ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf['crop_pix'] = gdf.groupby(field_classif_code)['pix_count'].transform('sum')\n", "\n", "df = gdf[[field_classif_code,field_classif_name,'crop_pix']].drop_duplicates().sort_values('crop_pix', ascending=False)\n", "\n", "df" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Split polygons in training and validation datasets\n" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of polygons for training : 423\n", "Number of polygons for validation : 114\n" ] } ], "source": [ "training_pixels = defaultdict(lambda: 0)\n", "training_target = {}\n", "\n", "cal_id_list = []\n", "val_id_list = []\n", "\n", "gdf_shuffle = gdf.sample(len(gdf), random_state=1) # Shuffle geodataframe randomly\n", "\n", "for i, row in gdf_shuffle.iterrows():\n", "\n", " id = row['id']\n", " crop_code = row[field_classif_code]\n", " crop_pix = row['crop_pix']\n", " pix_count = row['pix_count']\n", "\n", " crop_target = pc_cal/100 * crop_pix\n", " training_target[crop_code] = crop_target\n", "\n", " pixels = training_pixels[crop_code]\n", "\n", " if pixels + pix_count <= crop_target: # If below crop target, add polygons in training set\n", " training_pixels[crop_code] = pixels + pix_count # Update number of training pixels by crop code\n", " purpose = 0 # calibration\n", " else: # If over crop target, add polygons in validation set\n", " purpose = 1 # validation because \"crop target\" is reached\n", " \n", " if purpose == 0:\n", " cal_id_list.append(id)\n", " else:\n", " val_id_list.append(id)\n", "\n", "\n", "print(f'Number of polygons for training : {len(cal_id_list)}')\n", "print(f'Number of polygons for validation : {len(val_id_list)}')\n", "\n", "cal_gdf = gdf[gdf['id'].isin(cal_id_list)]\n", "\n", "val_gdf = gdf[gdf['id'].isin(val_id_list)]" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "**Get summary of the CAL/VAL splitting**" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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grp_1_nbgrp_1CAL_pixVAL_pixCAL_polyVAL_poly
01111Winter wheat2218774465618
13Grassland and meadows17914597517645
21121Maize647721902610
31811Sugar beet54161984156
41152Barley six-row49581701173
51511Potatoes48261613122
61192Other cereals44341683125
71771Peas2454115282
869Forest2314795314
91923Flax hemp and other similar crops207473671
1021Fruits trees155168861
1181Urban1344451297
121435Rapeseed117665042
13121Leafy or stem vegetables57178031
141171Oats54922771
151911Alfalfa40614852
1684Greenhouses1836932
179212Permanent rivers and streams1525631
1822Vineyards1314731
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" ], "text/plain": [ " grp_1_nb grp_1 CAL_pix VAL_pix CAL_poly \\\n", "0 1111 Winter wheat 22187 7446 56 \n", "1 3 Grassland and meadows 17914 5975 176 \n", "2 1121 Maize 6477 2190 26 \n", "3 1811 Sugar beet 5416 1984 15 \n", "4 1152 Barley six-row 4958 1701 17 \n", "5 1511 Potatoes 4826 1613 12 \n", "6 1192 Other cereals 4434 1683 12 \n", "7 1771 Peas 2454 1152 8 \n", "8 69 Forest 2314 795 31 \n", "9 1923 Flax hemp and other similar crops 2074 736 7 \n", "10 21 Fruits trees 1551 688 6 \n", "11 81 Urban 1344 451 29 \n", "12 1435 Rapeseed 1176 650 4 \n", "13 121 Leafy or stem vegetables 571 780 3 \n", "14 1171 Oats 549 227 7 \n", "15 1911 Alfalfa 406 148 5 \n", "16 84 Greenhouses 183 69 3 \n", "17 9212 Permanent rivers and streams 152 56 3 \n", "18 22 Vineyards 131 47 3 \n", "\n", " VAL_poly \n", "0 18 \n", "1 45 \n", "2 10 \n", "3 6 \n", "4 3 \n", "5 2 \n", "6 5 \n", "7 2 \n", "8 4 \n", "9 1 \n", "10 1 \n", "11 7 \n", "12 2 \n", "13 1 \n", "14 1 \n", "15 2 \n", "16 2 \n", "17 1 \n", "18 1 " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Get number of pixels per class\n", "\n", "pix_per_class_cal_df = cal_gdf.groupby([field_classif_code, field_classif_name])['pix_count'].agg('sum').to_frame().reset_index()\n", "pix_per_class_cal_df = pix_per_class_cal_df.sort_values(by='pix_count', ascending=False)\n", "pix_per_class_cal_df = pix_per_class_cal_df.rename(columns={\"pix_count\": \"CAL_pix\"})\n", "\n", "pix_per_class_val_df = val_gdf.groupby([field_classif_code, field_classif_name])['pix_count'].agg('sum').to_frame().reset_index()\n", "pix_per_class_val_df = pix_per_class_val_df.sort_values(by='pix_count', ascending=False)\n", "pix_per_class_val_df = pix_per_class_val_df.rename(columns={\"pix_count\": \"VAL_pix\"})\n", "\n", "# Get number of polygons per class\n", "\n", "poly_per_class_cal_df = cal_gdf.groupby([field_classif_code, field_classif_name])[field_classif_code].agg('count').reset_index(name='poly_count')\n", "poly_per_class_cal_df = poly_per_class_cal_df.sort_values(by='poly_count', ascending=False)\n", "poly_per_class_cal_df = poly_per_class_cal_df.rename(columns={\"poly_count\": \"CAL_poly\"})\n", "\n", "poly_per_class_val_df = val_gdf.groupby([field_classif_code, field_classif_name])[field_classif_code].agg('count').reset_index(name='poly_count')\n", "poly_per_class_val_df = poly_per_class_val_df.sort_values(by='poly_count', ascending=False)\n", "poly_per_class_val_df = poly_per_class_val_df.rename(columns={\"poly_count\": \"VAL_poly\"})\n", "\n", "\n", "# Merge 2 previous dataframe in a single one\n", "#pix_poly_per_class_df = pix_per_class_cal_df.merge(poly_per_class_df, on=[field_classif_code, field_classif_name], how=\"outer\")\n", "\n", "\n", "# Merge 4 previous dataframe in a single one\n", "summary_df = pix_per_class_cal_df.merge(pix_per_class_val_df,on=[field_classif_code, field_classif_name]).merge(poly_per_class_cal_df,on=[field_classif_code, field_classif_name]).merge(poly_per_class_val_df,on=[field_classif_code, field_classif_name])\n", "\n", "display(summary_df)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "**Plot calibration and validation *in situ* data**" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1, figsize=(15,15))\n", "\n", "cal_gdf.plot(ax=ax,\n", " color='red')\n", "\n", "val_gdf.plot(ax=ax,\n", " color='green')\n", "\n", "ax.set_title(f'In situ with {site} {year} - {pc_cal}% cal',fontsize=20)\n", "\n", "cal_patch = mpatches.Patch(color='red', label='Training')\n", "val_patch = mpatches.Patch(color='green', label='Validation')\n", "\n", "\n", "plt.legend(handles=[cal_patch, val_patch])\n", "\n", "plt.box(False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Write geodataframe into a shapefile**" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Two shapefiles have been created :\n", " /export/miro/ndeffense/LBRAT2104/STUDENTS/GROUP_99/TP/C_IN_SITU_CAL_VAL/NAMUR_2020_IN_SITU_ROI_CAL_75pc.shp \n", " /export/miro/ndeffense/LBRAT2104/STUDENTS/GROUP_99/TP/C_IN_SITU_CAL_VAL/NAMUR_2020_IN_SITU_ROI_VAL_25pc.shp\n" ] } ], "source": [ "cal_gdf.to_file(in_situ_cal_shp)\n", "val_gdf.to_file(in_situ_val_shp)\n", "\n", "print(f'Two shapefiles have been created :\\n {in_situ_cal_shp} \\n {in_situ_val_shp}')" ] } ], "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": "3.10.8" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }