{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# EuroCrops Demo" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This notebook assists with exploring the EuroCrops demo dataset.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Imports" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import datetime as dt\n", "import numpy as np\n", "import os\n", "import h5py\n", "import matplotlib.pyplot as plt\n", "import pandas as pd\n", "\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Load Data" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# Specify dataset path\n", "dataset_dir = '/home/maja/Documents/2020_EuroCrops/demo_dataset/HDF5'\n", "# Get all paths\n", "test_csv_dir = os.path.join(dataset_dir, 'test/csv_files/')\n", "test_h5_dir = os.path.join(dataset_dir, 'test/h5_files/')\n", "train_csv_dir = os.path.join(dataset_dir, 'train/csv_files/')\n", "train_h5_dir = os.path.join(dataset_dir, 'train/h5_files/')" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "h5_file_path = '/home/maja/hdd8/2020_EuroCrops/demo_dataset/March/HDF5s/AT_T33UWP_testTUM.h5'" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "h5_file_path = 'AT_new.h5'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
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149 | \n", "[6056, 5803, 5088, 5489, 5598, 5690, 5674, 532... | \n", "[5318, 4929, 4286, 4852, 5132, 5261, 5330, 495... | \n", "[4334, 3931, 3362, 3535, 3611, 3705, 3769, 361... | \n", "[3750, 3506, 3136, 3355, 3450, 3650, 3808, 364... | \n", "[1621, 1211, 789, 600, 577, 582, 594, 557, 219... | \n", "[1784, 1517, 1252, 1418, 1623, 1870, 2024, 206... | \n", "[1588, 1373, 1177, 1372, 1564, 1787, 1958, 202... | \n", "[3708, 3659, 3076, 3101, 3155, 3186, 3194, 337... | \n", "[5012, 4801, 4234, 4594, 4831, 4937, 4991, 501... | \n", "[1562, 1356, 1216, 1426, 1567, 1742, 1939, 202... | \n", "... | \n", "[6805, 6571, 6108, 6453, 6325, 6560, 6839, 634... | \n", "[4878, 4572, 4244, 4432, 4518, 4687, 4902, 473... | \n", "[1976, 1695, 1553, 1611, 1837, 2360, 2636, 263... | \n", "[1743, 1540, 1389, 1499, 1838, 2463, 2870, 285... | \n", "[2119, 1799, 1484, 1457, 1611, 1895, 2094, 201... | \n", "[6546, 6551, 6073, 6488, 6705, 6878, 6872, 692... | \n", "[1766, 1485, 1226, 1252, 1484, 1852, 2120, 207... | \n", "[1790, 1505, 1234, 1326, 1555, 1872, 2146, 208... | \n", "[2149, 1808, 1357, 1295, 1366, 1508, 1573, 163... | \n", "[1773, 1478, 1184, 1315, 1578, 1923, 2120, 215... | \n", "
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2 rows × 81 columns
\n", "\n", " | crpgrpc | \n", "crpgrpn | \n", "
---|---|---|
recno | \n", "\n", " | \n", " |
149 | \n", "33200000 | \n", "pasture_meadow | \n", "
154 | \n", "33200000 | \n", "pasture_meadow | \n", "
159 | \n", "33200000 | \n", "pasture_meadow | \n", "
160 | \n", "33200000 | \n", "pasture_meadow | \n", "
165 | \n", "33200000 | \n", "pasture_meadow | \n", "