diff --git a/openeo/NDVI_Timeseries.ipynb b/openeo/NDVI_Timeseries.ipynb index d6e8f55..5762232 100644 --- a/openeo/NDVI_Timeseries.ipynb +++ b/openeo/NDVI_Timeseries.ipynb @@ -79,7 +79,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 2, @@ -161,7 +161,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 22, "metadata": {}, "outputs": [], "source": [ @@ -197,26 +197,66 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "timeseries" + ] + }, + { + "cell_type": "code", + "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "0:00:00 Job 'j-273d672147ec4603af1bb2b045ff3a3b': send 'start'\n", - "0:00:12 Job 'j-273d672147ec4603af1bb2b045ff3a3b': created (progress N/A)\n", - "0:00:17 Job 'j-273d672147ec4603af1bb2b045ff3a3b': created (progress N/A)\n", - "0:00:23 Job 'j-273d672147ec4603af1bb2b045ff3a3b': created (progress N/A)\n", - "0:00:31 Job 'j-273d672147ec4603af1bb2b045ff3a3b': created (progress N/A)\n", - "0:00:41 Job 'j-273d672147ec4603af1bb2b045ff3a3b': created (progress N/A)\n", - "0:00:53 Job 'j-273d672147ec4603af1bb2b045ff3a3b': created (progress N/A)\n", - "0:01:09 Job 'j-273d672147ec4603af1bb2b045ff3a3b': running (progress N/A)\n", - "0:01:28 Job 'j-273d672147ec4603af1bb2b045ff3a3b': running (progress N/A)\n", - "0:01:52 Job 'j-273d672147ec4603af1bb2b045ff3a3b': running (progress N/A)\n", - "0:02:22 Job 'j-273d672147ec4603af1bb2b045ff3a3b': running (progress N/A)\n", - "0:03:00 Job 'j-273d672147ec4603af1bb2b045ff3a3b': running (progress N/A)\n", - "0:03:46 Job 'j-273d672147ec4603af1bb2b045ff3a3b': finished (progress N/A)\n" + "0:00:00 Job 'j-24112807a01142b9bf28924a3083984a': send 'start'\n", + "0:00:13 Job 'j-24112807a01142b9bf28924a3083984a': created (progress 0%)\n", + "0:00:18 Job 'j-24112807a01142b9bf28924a3083984a': created (progress 0%)\n", + "0:00:25 Job 'j-24112807a01142b9bf28924a3083984a': created (progress 0%)\n", + "0:00:33 Job 'j-24112807a01142b9bf28924a3083984a': created (progress 0%)\n", + "0:00:43 Job 'j-24112807a01142b9bf28924a3083984a': created (progress 0%)\n", + "0:00:55 Job 'j-24112807a01142b9bf28924a3083984a': running (progress N/A)\n", + "0:01:11 Job 'j-24112807a01142b9bf28924a3083984a': running (progress N/A)\n", + "0:01:30 Job 'j-24112807a01142b9bf28924a3083984a': running (progress N/A)\n", + "0:01:54 Job 'j-24112807a01142b9bf28924a3083984a': running (progress N/A)\n", + "0:02:24 Job 'j-24112807a01142b9bf28924a3083984a': running (progress N/A)\n", + "0:03:01 Job 'j-24112807a01142b9bf28924a3083984a': finished (progress 100%)\n" ] } ], @@ -233,7 +273,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -258,7 +298,7 @@ " \n", " \n", " feature_index\n", - " avg(band_0)\n", + " band_unnamed\n", " \n", " \n", " date\n", @@ -268,45 +308,45 @@ " \n", " \n", " \n", - " 2020-07-06T00:00:00.000Z\n", - " 1\n", - " -0.035662\n", + " 2020-06-26T00:00:00.000Z\n", + " 0\n", + " 0.568689\n", " \n", " \n", - " 2020-07-06T00:00:00.000Z\n", - " 2\n", - " -0.036050\n", + " 2020-06-26T00:00:00.000Z\n", + " 1\n", + " 0.620581\n", " \n", " \n", - " 2020-07-06T00:00:00.000Z\n", + " 2020-06-24T00:00:00.000Z\n", " 0\n", - " -0.020222\n", + " 0.667860\n", " \n", " \n", - " 2020-07-06T00:00:00.000Z\n", - " 3\n", - " -0.035913\n", + " 2020-06-26T00:00:00.000Z\n", + " 2\n", + " 0.652666\n", " \n", " \n", - " 2020-08-08T00:00:00.000Z\n", - " 2\n", - " 0.651458\n", + " 2020-06-26T00:00:00.000Z\n", + " 3\n", + " 0.797960\n", " \n", " \n", "\n", "" ], "text/plain": [ - " feature_index avg(band_0)\n", - "date \n", - "2020-07-06T00:00:00.000Z 1 -0.035662\n", - "2020-07-06T00:00:00.000Z 2 -0.036050\n", - "2020-07-06T00:00:00.000Z 0 -0.020222\n", - "2020-07-06T00:00:00.000Z 3 -0.035913\n", - "2020-08-08T00:00:00.000Z 2 0.651458" + " feature_index band_unnamed\n", + "date \n", + "2020-06-26T00:00:00.000Z 0 0.568689\n", + "2020-06-26T00:00:00.000Z 1 0.620581\n", + "2020-06-24T00:00:00.000Z 0 0.667860\n", + "2020-06-26T00:00:00.000Z 2 0.652666\n", + "2020-06-26T00:00:00.000Z 3 0.797960" ] }, - "execution_count": 8, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -320,21 +360,28 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Create a quick plot helper to visualize the NDVI data:" + "The table above shows the NDVI saved under the `band_unnamed` column corresponding to their respective dates." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let us create a quick plot helper to visualize the NDVI data:" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "def plot_timeseries(filename, figsize=(6, 3)):\n", " df = pd.read_csv(filename, index_col=0)\n", " df.index = pd.to_datetime(df.index)\n", - "\n", + " df = df.sort_index()\n", " fig, ax = plt.subplots(figsize=figsize, dpi=90)\n", - " df.groupby(\"feature_index\")[\"avg(band_0)\"].plot(marker=\"o\", ax=ax)\n", + " df.groupby(\"feature_index\")[\"band_unnamed\"].plot(marker=\"o\", ax=ax)\n", " ax.set_title(filename.split(\"/\")[-1])\n", " ax.set_ylabel(\"NDVI\")\n", " ax.set_ylim(0, 1)\n", @@ -343,12 +390,12 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -376,7 +423,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 23, "metadata": {}, "outputs": [], "source": [ @@ -400,7 +447,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -418,7 +465,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -441,7 +488,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -451,26 +498,27 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "0:00:00 Job 'j-7b1b93be7e624a408e7e91691676170b': send 'start'\n", - "0:00:12 Job 'j-7b1b93be7e624a408e7e91691676170b': created (progress N/A)\n", - "0:00:17 Job 'j-7b1b93be7e624a408e7e91691676170b': running (progress N/A)\n", - "0:00:23 Job 'j-7b1b93be7e624a408e7e91691676170b': running (progress N/A)\n", - "0:00:32 Job 'j-7b1b93be7e624a408e7e91691676170b': running (progress N/A)\n", - "0:00:42 Job 'j-7b1b93be7e624a408e7e91691676170b': running (progress N/A)\n", - "0:00:54 Job 'j-7b1b93be7e624a408e7e91691676170b': running (progress N/A)\n", - "0:01:10 Job 'j-7b1b93be7e624a408e7e91691676170b': running (progress N/A)\n", - "0:01:29 Job 'j-7b1b93be7e624a408e7e91691676170b': running (progress N/A)\n", - "0:01:53 Job 'j-7b1b93be7e624a408e7e91691676170b': running (progress N/A)\n", - "0:02:24 Job 'j-7b1b93be7e624a408e7e91691676170b': running (progress N/A)\n", - "0:03:01 Job 'j-7b1b93be7e624a408e7e91691676170b': running (progress N/A)\n", - "0:03:48 Job 'j-7b1b93be7e624a408e7e91691676170b': finished (progress N/A)\n" + "0:00:00 Job 'j-241128c858594219beb03b3a98fe9328': send 'start'\n", + "0:00:13 Job 'j-241128c858594219beb03b3a98fe9328': created (progress 0%)\n", + "0:00:18 Job 'j-241128c858594219beb03b3a98fe9328': created (progress 0%)\n", + "0:00:25 Job 'j-241128c858594219beb03b3a98fe9328': created (progress 0%)\n", + "0:00:33 Job 'j-241128c858594219beb03b3a98fe9328': created (progress 0%)\n", + "0:00:43 Job 'j-241128c858594219beb03b3a98fe9328': created (progress 0%)\n", + "0:00:55 Job 'j-241128c858594219beb03b3a98fe9328': created (progress 0%)\n", + "0:01:11 Job 'j-241128c858594219beb03b3a98fe9328': running (progress N/A)\n", + "0:01:30 Job 'j-241128c858594219beb03b3a98fe9328': running (progress N/A)\n", + "0:01:54 Job 'j-241128c858594219beb03b3a98fe9328': running (progress N/A)\n", + "0:02:24 Job 'j-241128c858594219beb03b3a98fe9328': running (progress N/A)\n", + "0:03:02 Job 'j-241128c858594219beb03b3a98fe9328': running (progress N/A)\n", + "0:03:48 Job 'j-241128c858594219beb03b3a98fe9328': running (progress N/A)\n", + "0:04:47 Job 'j-241128c858594219beb03b3a98fe9328': finished (progress 100%)\n" ] } ], @@ -480,7 +528,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -489,7 +537,7 @@ "PosixPath('ndvi-results/timeseries-masked.csv')" ] }, - "execution_count": 16, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -500,12 +548,12 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -537,7 +585,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -564,7 +612,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -581,7 +629,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ @@ -590,26 +638,26 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "0:00:00 Job 'j-465abc149b04431cbe9d4ea21a029c90': send 'start'\n", - "0:00:11 Job 'j-465abc149b04431cbe9d4ea21a029c90': created (progress N/A)\n", - "0:00:17 Job 'j-465abc149b04431cbe9d4ea21a029c90': created (progress N/A)\n", - "0:00:23 Job 'j-465abc149b04431cbe9d4ea21a029c90': running (progress N/A)\n", - "0:00:31 Job 'j-465abc149b04431cbe9d4ea21a029c90': running (progress N/A)\n", - "0:00:41 Job 'j-465abc149b04431cbe9d4ea21a029c90': running (progress N/A)\n", - "0:00:53 Job 'j-465abc149b04431cbe9d4ea21a029c90': running (progress N/A)\n", - "0:01:09 Job 'j-465abc149b04431cbe9d4ea21a029c90': running (progress N/A)\n", - "0:01:28 Job 'j-465abc149b04431cbe9d4ea21a029c90': running (progress N/A)\n", - "0:01:52 Job 'j-465abc149b04431cbe9d4ea21a029c90': running (progress N/A)\n", - "0:02:22 Job 'j-465abc149b04431cbe9d4ea21a029c90': running (progress N/A)\n", - "0:03:00 Job 'j-465abc149b04431cbe9d4ea21a029c90': running (progress N/A)\n", - "0:03:46 Job 'j-465abc149b04431cbe9d4ea21a029c90': finished (progress N/A)\n" + "0:00:00 Job 'j-24112860380f4af7b801b9cecdc95910': send 'start'\n", + "0:00:14 Job 'j-24112860380f4af7b801b9cecdc95910': created (progress 0%)\n", + "0:00:19 Job 'j-24112860380f4af7b801b9cecdc95910': created (progress 0%)\n", + "0:00:26 Job 'j-24112860380f4af7b801b9cecdc95910': created (progress 0%)\n", + "0:00:34 Job 'j-24112860380f4af7b801b9cecdc95910': created (progress 0%)\n", + "0:00:44 Job 'j-24112860380f4af7b801b9cecdc95910': created (progress 0%)\n", + "0:00:56 Job 'j-24112860380f4af7b801b9cecdc95910': created (progress 0%)\n", + "0:01:15 Job 'j-24112860380f4af7b801b9cecdc95910': running (progress N/A)\n", + "0:01:34 Job 'j-24112860380f4af7b801b9cecdc95910': running (progress N/A)\n", + "0:01:58 Job 'j-24112860380f4af7b801b9cecdc95910': running (progress N/A)\n", + "0:02:30 Job 'j-24112860380f4af7b801b9cecdc95910': running (progress N/A)\n", + "0:03:07 Job 'j-24112860380f4af7b801b9cecdc95910': running (progress N/A)\n", + "0:03:54 Job 'j-24112860380f4af7b801b9cecdc95910': finished (progress 100%)\n" ] } ], @@ -621,7 +669,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 19, "metadata": {}, "outputs": [ { @@ -630,7 +678,7 @@ "PosixPath('ndvi-results/timeseries-smoothed.csv')" ] }, - "execution_count": 22, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" } @@ -641,12 +689,12 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 20, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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a5ZyZmQlYJtgv+D0jI0NXOU+aNMn8t6IoNjtFIpFIJJLywp48+pVu1rYXHx8fANLS0szbCn739fWtFJkkEolEIikPnEY5BwYGEh4eTkxMjHlbTEwMERERVmfNEolEIpE4I5WunPPz88nOzjYXfc/Ozi5ShLyAUaNG8c4775CQkEBCQgJTpkxh9OjRFSyxRCKRSCTlS6WvOU+ePNnCYcvT05POnTuzdetWc8m2mTNnAvDGG29w6dIlmjVrBsDw4cMZP358xQstkUgkEkk5csMVvpAOYRKJRCKpTOzRQ5Vu1pZIJBKJRGKJVM4SiUQikTgYUjlLJBKJROJgSOUskUgkEomDIZWzRCKRSCQOhlTOEolEIpE4GFI5SyQSiUTiYFR6EhKJ42E0Clbsi+fHnaeIS80iPMCTEbfV5b6oUFTVdsJ2iUQikZQOmYREYoHRKHh6wR7WHrqA0SgQgAKoqsI9LWrx2dA2UkFLJBJJKZBJSCTFZsW+eNYeuoDhqmIGEIDBKFh76AIr9sVXpngSiURyQyCVs8SCH3eewmjUHtEZjYIf/zxdwRJJJBLJjYdcc5ZYEJeahTVjiwDOpVypSHEkVxFGI+mrV5Myfz555+JxCwslcNgw/O69F0WVY2yJpKohlbPEAm93VyBHc58ChAV6Vag8NxoGQz7bv5tC7qIV+F7KIqO6J+4D+9DgQDKZGzeB0QhCkJ+YSNb+A2Rs2kTYhx9KBS2RVDGkcpYAkJ1n4O1VhzmRdNnqMaqqMKJ9nQqUqupgz8zXYMhn7Yge1NmbgCJMa05+GZfhg5/IwDQ4unZBAQYDGRs2kr56Nf59+th9H4lE4vhIb+0bCGshUk1CfHn2p70cu5BJkJcbDWr6sOdMqtlbu4BeN4XwufTWLjbCaOTcCy+QsWGjeeaLooCq4tvjTvPMd+s3b1HjgwW4aHw8C7zmi6AoeEZHU3fBfLvvI5FIKhd79JBUzjcI1kKkUEz/GgV0bFSD6Q9EUcPbw6TE/zxNXMoV0rPyyMozMm1gKwa1jajchjg4WjNXj6ZNSf15ERgMRU9QVQIGDUT18eHc/O+plmXQVsI2cAsNBQ938k6dNinl63FxIXTqu+YZtkQiqTykctbgRlXOy/ae48VF+zBY8cS+L6o2Hw9urTkr/vtUMgNn7iTI253NL3YmwMu9vMV1SGyZjK3OXMv78+bqCvn5+scUmmGXF9KkLpHYh1TOGtyoynnAF7+z50yqpie2ArSpE8iSxzsAYBRG1pxcw8IjCzmXeY4wnzBI78D2mHCG3lKXd/vfVKGyOwL2mIzTV68mftyr2jNkHbLc4Zu7VHrvMhJ5UTu+0ZpZ26gqhE2dit8993C8azcMly5ZvY/q54dHg/olUpwlHphIk7pEUgR79JB0CKuCaK0tx17MtCtEyiiMvLztZTad2YRRGBEIkrKSUJQD+EW2YMGuIew5nUJqVm6VTOtpTQkJozApnsKKt8Apa/0GEj/+hPQ1a6wqZqvKFThTUyVkwBCy6yYjZqxF60EJQCimX9Sr5wkFdjVWqNkceru74x4ZQVZystWZujE9nayYfbre3lrtDxgyhMzNW8jYuNGqt3j66tXW++c6pzWJRGIbOXOuYlhbW9ZrceGZ86oTq3h9x+sYhIaSESpZ8YPIT29tPq8qpfXUm/2pvr4Y09LK3ERtUGDlsLq8+savmt7aBUr4r8bwT2OFHnsFwWmQ6A/rW6v83kKhYWBj5vaaS+6vGzk3bhyqlaULTQqtRVttv7mDNK6rqvj3vZ/M37ZjSErSvkcFmNQlEmdCzpxvQAqn3yzA1qu6cIjUwiMLMQqj5nECI26Bf5qV8/VpPfu2DiuLJpQbtkyzerM/Y2qq7rWVatVwCQwg/3yC9r0L/WuhdJsobGqcw6uAi4sr9/y44Vqcc3IWGUGerG0NG5tkIxSF7S2LXjs2NZb289tTwyOIBxvDLUexUO4F6lVz6GQwcHHaB+RfTCT37Fky1m8wKebC7dfDaCRt6S/6xwhBXrxM+yqRFAepnJ0Ie6pFff/HKatOXwUUzKQLz3zviwoF4FzmOYQVda4ooLqlaMr145+nHUI5W1PAvj17Ev/SSxazQrNpduMmgl98kaSZs4q9XgyAolCteTMChw61uuZsBDa2VqiTaDnz/aOFSpRfuPk4FxdXujwyAR6ZYN7245oRkLgPa8MsP3c/vN28OX/5PB/3Vbn9kOCuvUbzfcITwUc7rwwA+RcvcnHatOK3+yqqtzeuNYPJteYpDuDhQdrKldJZTCKxE2nWdhL0qkV1b1qTXq1qs+HQBVYfOK97HX9PVxrW9OVcyhXCAr0Y0b6OWbnnGnLpuaQnF7Muap4rBBhzqyMM3qhuqRjzAshLuY389ChC/Dz5c/ydZd/wYqBnlq7WojnZhw6XTPna4qpp2KdXT+tm6SYKn/RVEYrl/NVFcWHyHZPpXb+31cvrLTUUPr/rwq4kZRc1Lb/9Qz6NzllJpK8ouNepQ+CwoVz8+BPElWKmZ1UUPFtH6w5MCh8LSGcxyQ2PNGtXIayZqw1GwfrDF1h/+AIAqmKKWdZCARrW9DV7ZRfmaPJRxu8Yb1UxF6C6XwIuoSiguKbj4hlHvs9hQt2eKGHL7Kc0Zuns/Qd0r616e6N4eGBITrZ+TEAAxowMTW9kv3vvZfWpNbxxdzLtw1SLmWvB2rCiuAACgUBBQVVUukd2p1e9Xrqy9arXiy1ntlg46WmdH+4bzqXsS0UsH+vaqDSMN2pPvFWVGk8+gX+fPqT/+qvZYcxuVJXAoUPxu/deMjZt0hwYudWpQ96JE5bXlc5iEokuUjk7IFrm60uXc61WiwKo7u3O1AGtSL2Sy7ilBzRN26oqaNXkP0as+dIcIjWo8SAuXrnIjH0zyDfm065WOzxdPfk9/ncLRSAQXDfpu/q3EVe/Q0RFngTuKHXbS2SW3rSJ0Pff59Kcb0s8M1Z9fKj50ovWZ38uLtR6dRyKqpIyfwF58fG4hYYSOGyoeXCw8MhCDAh2tFTZ0bLoTDDCN5ygakHEX44n1DuUwU0H06teL1RFf9aoKirTOr7Hmu1vsvDkauJFLqGKG4Pr3UuvjhPN5w9uOpgDSQeKzLB/b6HQLlal/TFQhNAcWAAEDhtG1v4D1vtQVU3napyvqKrZa/v6/kmZN588a16JRiMp8xdI5SyRXIc0azsYJfG2Bgjx8+DP8XfqmL8FkU2XksKeIkoXwE1x4/m2zzO82XAAc5xzgSJJzk7mTMYZK3dXiA6O4sdeP+rKWJpYWZtmaVW1dGQqDldNs3XmztWN1a09/QN+Pb3WIv67QMGeSD3B0NVDyTZkW71NTa+abBq0qfjyGY2weBT8uxKEEbPHgKJCsz4w8FtQVVMY3NaX2HRmI0YhzKFXKFDHO4K57mNJXfCT5sAC9JcFfO7sjm+37qT+ZP18a8R26kz+ResWGZfgGjTevl0mMZHcMDhNEpK8vDyef/555s83hVoMHz6cjz76CFfXohP7c+fO8eSTT7J9+3YURaFr1658/vnn1KpVy657ObpytpXJS4siSUQKZt5/njavLbdq8h+/xE3XDpECnm/zPA/f9LDVe3T7uRuJWYlW99tSPOWZxAMAV1dUDw+Ml60X7rDKdeFEWrM/n149eWX7/4qYlhVFIcAjgORs6+ZwAAWF6JrR/NDzh+LLt/9n+GUsaD07xQX6zYRWD4DRiHHRSNac3cRCX2/iXV0Izjdwwt2NLFVlVvcv6RCub92w1v7SKMhTQ4fqm8sVhcBRI8k7dYrMbb/JJCaSKo/TrDlPnjyZHTt2cOjQIQB69uzJlClTmDBhQpFjn3jiCRRF4fTp0wghGD58OM8++yw//fRTRYtdLvy485Su+VqL66tFqapC39ZhFt7TI9Z8aTVESkFhy9ktuso5zCeMpKwkTU9uBcWURUwHW0kqUhcvIWX+/BKbpV2rV9c3S6sq1Vq2JPvQIatrxgCKquLfp08RM+uqE6vYdGaTxeBGIBBCkJydTIBHAB1CO7D21FrNflYVlQeaPFCitrH766szZg2EwaS4d3wMiop64SC9EfTOzDQfst7LkxdrBfPSlueoE9iIC1cuWMz6C5vVFcC/Thb+dyZCagIEuEGdrJLJfRVdc7migIsLKXO+1WibXJeW3Lg4hHKeM2cOH330EbVr1wbgtdde46WXXtJUzidPnmTcuHH4+PgAMHjwYN59990Klbc06IVDZWTn62byKkAvFAq002+eSDthNURKIIi/rB+Ham09s0CiwopHyzyZn5xi3exsMJCg8aztRlFwCwvVdUry7XEnoR98QMavv5ZoVqgX/w1Qx68O73Z8l3xjvk3HLV2MRji42KSQU89CQARcOIzuwoYwwsVDVnffeSWL0Lx84t3g4KWDACRlJXEg6QBbzmxhWudpJgWtZT7PSIC4f+DIarP5vLjYei41x43j1KAHMCRascxU8rq0NLdLKoNKN2unpKQQFBREbGwsDRs2BCA2NpbGjRuTmpqKv7+/xfHfffcdy5cv57vvvkMIwYMPPkiLFi1477337LpfZZq1ra0HKwoEeXuQcjkHgw3R6lb3orqPh2YoFGin3yy8tqyFPSZXreuaz89uyN+PLMLd1bXkxR9cXFC9vEze0MXFDrN0aV+k9pr1Cw+Miuv4pb22bAsFIm6BYQvhs7ZwpWgo1SpvL14Pro7heo8+rgvl0jOfo0LbUXDhwLVBQ7sx0HKgXQrb1nOxtS7tWqsWjbZttXmf0mBv6lJr5nY9Z0bToFBfuVfm+XoDEMDm4EQOYIqHU6w5nz17lsjISBITE6lRowYAiYmJ1KxZk7NnzxIeHm5xfGxsLCNHjmTnzp0AtG/fnnXr1uHr66t5/UmTJvHmm29abKusJttaT/b2cOGmMH92nUzWDIdyURWmD4rSTfahm37TCvbE2gJFFI+nqyen009jyK7FZ51/pHvT2qStXFn8dWN7YmVtmKXLak1Sy+rQo04PPt/7OVkGbfNuqdaTC6OrHK1QeM35mx5wdjfXK/URtWuyz8OjSIx1gexRBc58s3tA3C5bN8SaQ1pp0F2XVhSqRUcRNGxYub38S5S61J7Up4qCa3Aw+UlJup/byjwf0HUEVFB0Byd651tarKTiLsAplHPBzPn48eM0aNAAgOPHj9OoUaMiM2ej0Uj9+vV54IEHmDRpEmBSvjt27OCPP/6w634VMXO2Zrr+Yecp9pxJ1ZYLaB0ZwOKxHawmG7Enh/WINSPYl7jP5kz5epOr2bRZDIQQ3LdkOKcuH6CRy4MsffB/tp1/tLj6kvO79147v+RlOysuQM86oCu+nYMbm1hRrpboKEcryr1bRCiJGs6VBdT0DGZTxEBY/3rxBgZgMTjQW7IBdLPb2RrUuYaGkn/hQokHZrZmdiUaVGKa0QcMHEjOf/+RsW5dsWPEgx5+GO/b2nPlr7+4NPub4kUcqCrBL76I353dydi8xZTlrTjnu7gQ8sYbACS8/bZ1nwCwOjgJmTQRRVE4P3FSpQ6qnQ2nUM4AERERfPzxxwwYMACAxYsX88ILL3DmjGXoTlJSEsHBwRYzaq2Ztx7lrZz1TNdC6L92C4dDXe9tPaJ9HXq3CmHt6V81Q3kKFGvnhZ11PYf93P2o71+/+CZXtF9wmfd2YWjeDITwYPWd88juN8y2x3RBZ1iZAZSHWdoebFkdWlZvyb/J/2quJ5dkcFOE6U0hQyfDW7UACG4CqWcgIBLajbY0K1sJuRpRO9jqzBkBrXPz+CFeP7OcdUxmdeOodVYHlXc3rwkorDtsfcCpIIh7/gUyNmxAGAUqAiOKafKn933VXNKwHSNvESI3dSqnBj1AbmxsCftAUiLseHZVdXbtNMp5woQJrFq1ijVr1gDQq1cv+vbtq+kQ1qhRIwYOHMjEiRMB08x53rx5nD171q57lbdyLkkoFBQNh7oea2vJqqLSLaIbvRv05udjP/P7ud917lFy86teKNThukGc8Uuk+0EVtzz9kbtb3Tq4BgZVuOK1Bz2rg4JCqxqtGNJsSMnWk+1hRntI/NfKTgUiboVH1ulfw+xQNtusxFcFBPF6xkHNNWeEYEDmFSZF3gsBdWHLO8WfPfvWZlm3TVY/94pi+nzrLdXcFxXK0/P/JnvtWnqe+INaV5K54BXEr/U7MPL0b1RPjLNSclPBq3U0defNLaTcjVdTpyooqkK1Fi3IOawTI+/iUuIoAbe6danx6KNcePfdEvlLKJ6e+Pe+l7SVqxDZ1mPkrZ7v7o7nzW248vc/kJdX7PMpsKjk5xf/XDD1HZQ8J31UFHXnz3PYWuD21DMoCU4TSvXGG29w6dIlmjVrBpjinMePHw/A2LFjAZg5cyYAy5cv5/nnnycsLAyj0Ujr1q1ZsWJF5QiuQUlCoaBoONT1rDm5RjOUxyAMbDizgQ1nNgCmmXFGboamgilNOI9eKFSz/xJpDmS7GVHb3YTLP4e0zWsuLgQ/+WSled1qrScXKNeLVy5yLOWYrkf7+Svn6V2/d+nN11rE74Xkk9b3Kyq0e8T2dVTVtP7c6tpz7vXNnWzJzmKTt+fVXN8KihBmA/kSX28aN7qNYU2GQML+oslObJn3PYN0P/d6FiODUfDq0gN8ufU4xy5kIsLbsCm8jcUxIw+u0q6oBagIsvYf4NSw4WTF7ENBmI9VEWAUZB84YPV883X8/DCmp9s46jpcXAi+mvo0ddHPxV/OURSqNWtK7bffJuf48ZKd37IFdb79tmTLSYqCZ6ubQIjin1twflSrkp8vBNkxMfx3193knTvncOldtaygF9NziInbx4bDCeVeJtchlLObmxszZsxgxowZRfYVKOUCmjdvzrp1NmYP5YjeSCrXYLQZCuXhqpJvFJrmvcLhUNdjK5TH182Xt+94m45hHXl1+6ulC+fRIGX+fKvrWQqQ6OPN/x7JJrSWkY+D7iRz4ybdeOKKRsvykJSVxP6k/Xz8z8ckXknEiPX+tSeWu8QkHoW5A8CQjQhugkg6DsJoNu2iqNC0Nyvyb+PHL34v9gheTY1jWkYSa654sdDPh3hXV0Lz8xmcnomP0ciLtYJ5d9e7ZOVn8cjAb4vMvKnVEvHPdyjWZtQXDzFamcJbDOIW9SgjXDYQriYRZ6zBj4YerDB2QGiX3QAgK8/A0QuZVvdf8AokKDtd8woCUAz5ZMfEWFXAtl6frjWqU/Oll3TXnIWiIATXzO2qgu+dxUh9qsXVvORlcX7A0KFc3rcPVePlU/CeuR6jAgFDhqAoin4cuqJof/cL3b/Yshfg6kpeXJz1/ZUYRqdXz6AiyuQ6hHJ2FqyNpPaejeHTTbGkXMklPdu6eUgBWoT68X+31S2ynmzrJatXyhHA082T7pHdAZjWeVrJw3mskHcuXndk7OPiQRq1yMw4ys6xA7n7zjsrZd3YGtYsD0IILly5gJerF7fWvpVtcdvKPomIHimn4Ye+cOUS4tbHeTqpP27nlzFc2UCYmsg5YzDzjHfy539dubjvgM0RvNbg8SvXWgSRQO/LV+h9+fqqUwpfGGvwtMcVPt7zMZfzLlPfvz4La9finG8+YT61eKBxF0KOxNI6YwcKAhdFYBCmOepJt4YEGxPpadxBD48/TLNVBKoCwWoq0ep/9DD+w9N5T2sqaAVoFeFPXHIWly7nanbR6nq30zTlrGYiFqOi8lXLPgw7ugH/XOsVtawqKBRcQ8Pwu/de0jduKrrmrSocb3wzy30a0vPETgtze7V29/AZCgrg07MXsXMWU//I3yjCeK0iGQpXfAPwuZxW5LqFlbvV+yuQ4uOKf2ZekUpnMY38aXjPPQDsaA4XGyvcclRYHgek+EJgJkXO39VYoWZz6FmvJycWfKhZTe1UdE1QoO7eC0X2nY4KpnGvnqiKajWOXTftrosLtae8w8X33sdw6ZKVByfI+e8/Tg0dWuFr0XrWoIookyuVczGwNpISAk4kXUZRoFW4PwfPpWmur6mqwv/dVrdI9q7r0TK/erh4WD3++lmdqqhlbn51CwslPzHRaqiLZ0Q42Re64133cz7d9zl39V1FXQfK6GTL8tAosBEfd/3Y6rp+aawOoK00R7f25p5dI1Ey4iH6QZbXepJftx/AYLydX7jd8gLpluuJWiN4a4PHya6384Hrfly0BneKyq1tn+CrkMY8vuFxvj7w9VV1g9m6sC9xP3keLeiR/BgjXDYRriYSZwxmruFOVuR0wIscPq/2BV34xyL6yEUxKep71N30dfmDXwxFU4eqqsKoDvX4cecpki/nag4/t4ZH0/78QW4/f9BS8Skqv9duyT+tu9Mlfh++l05pzq6NWJ89C0XhRId7qIPC1HbDyb5U3WLNe3X9DmwLi8aoqGwKv9niXJfDiea+X3kggZeaDqKjV0PuPVno/Hod2BbWii7x++l13Vp6YeUuUHi37VDyrmTS8/jf1MzI5aKvO782i+Svtie5/d+ilc52NE9n2crHaRxcky1nt3C5r8Lth4oe90dz6HAYzUppkQe+4mTGab65+xK3aVRT+6PFJRQUzX1/tkxGnF5L7/q9rRY9seWM59+7N6kLFpCVnGx18G9MTzebzQsXuynvtei41CwERlz99uEWuLNImdxzKcUsr1pMHMIhrCIpjUPYgC9+Z8+ZVKvz11bh/ix74vZShUKVJJynzEJ5dEiaPZvED6ZbEcDkdTn4P39O8iPugX9yS8gt5BpyrXqVVzQVkkTECkaj4Jn5f+N25BeGK+sJV5NIMAZSU0klVE1GNLuP3H6z6f35n8RetG7etUaglxujO9Yn7Uoe3+w4USSRjYKRz90+4x6Xv1GwNJcrzfqgXA3FmrVvFp/HfK55DyFUsuMHkZ/eusi++jW82ej/DpzbZUU5Kpys1py70l+3+p1YsS9e16FMFUY6nY0povi2R7bmgwdas//bn+i/YQ4uGgMwAwqxARE0SovTVO4/9BhN5yYh/LT7jNVyq9ao7u3O3S1D2HD4AokZOVaO0n7BGzOieOi2+rRvUJ1dJ5KYf2oKLr6HTD12Xd4eLV++ysYiRl4HWxEYJQpjK+TpXV70/2I7h/O/xNXv+meikp/eguZuT7D08ZJV4nMahzBnwTSSss7F9GxUVTG/bIprugZt82thCs9qympWdz3XhzW41KhBboE3fOG4x+vWkvvvOMmUtT2oFvg3uxKuJbPQTBVZTmhZHfrU70N2vnVP2MKWh1JbHTTSb+6p0Y9eR5dxl8tuVIyoCtRSU1AUuCj8eeTc/xH79maybXi6WyPlSh7T1h21ul+g8lTe09xn+IMRLhuvmctFD/Jy+/EpCiqw/dx2vYbhFvinpnK+kpuPmm49WkJFUN8tmemDoqx+J+6LCmXD4QT9UCzVha0RbbR9NR56gD8O7aJDvPbs+r22w+h8bn8R5b41PBqRlsv8XdYqrulz6XIu8//SO9dItdAFFi94cx309MN8+8dQvv3jFK5+e6kWeghFufYZsEchC4MnHsmjMAQsJ9/1nOY51+dTKUxNr5qk5aSRY7A2sNC5d6G0v3rOlqqVfPUFWE3vqqe8KmAtumXjkxyL03omZVsm1xpSOReD8ABPLqbnaCpoBQgL9AK0C0/Yiy3za4RvRIlqAtuLVshUQVpFl9BQaj77DKk/LdQcAd8XFca03xdgFAYLO2KBV/mmM5tYc3JNuc3wrTl9xSTG6J5XZuvJVnJTtzm7G1TTOmwBBS/LIDKon7SZU25d8PB0IS2reOEwCtColg9D2kXy/rojVhW8QGW58Q6WGy1fJoVNsydSrDvmKAqobima9w8L9AL3CFMebivfDiWgju53wtagFtAd8N7XOpynR73EXxqhWHsatUNkGdgS0YYtEZae4AoQGeTFpcwcLudam7lpz3wN6VE0quXH+F7NeHvVYf5LzChynDG7Nq5+1l7wB/F2nUdkgC9nc/4BKw6J1pSrECBya5GWXAdy76Ba6CKr19DCRXHh+ZufZ+GRhTYTF1kjKz+L3+J+Y9nxZWw+s9nie2fvgNxaLfCc//6z7kEvhMnDu+DPcoiT/u3Ccqz1p6IIjmevB0aU6Nr2IJVzMRhxW11i4rRNb7ZCoQrQG2GeSjvFkeQjul+SbEO2TTNSadAMmbqK4cIFFFWl7oL5mueG+FcjKORvLhcKZymMURhZeGRhuSlna05fBbQIasGRlCNlvp5s5uDiq4q5cN+Z3KCsPVEFwSj3TUx/4x1W7T9f7Bh5VVV4oktD+rYOY/X+eN1lFy0MRsEri/fz9qrDZNXwRvW8ZFURGPMCNe8/on0dcBljKpChWdbSvjAwW4Nam8p9WFtWtAjlxz+7Wyjwe4Xg5cX7rX5vX+jRmB+vZu8reoT1ma/B9zBjb3+PLk1qknw5h9d+/5+FWdp0nPVZtaIIFO9DxOWZusj6cdrbXYD+jQbx+qM9ufUdhcaZyznsk1UkXM4334U0V1NbCiLjTPkRrn3urRW1Ua7+Zy2SISM3gyc3PVlke3EH5FrV4GyFh+VfusTF6R8S8MAgLk6fbjmhKOXa9G/HEknMSkB1s3aE7WJBpUUq52KgZ3qzFQoF+uE8H+z+gEvZVjwWr1Ku4TxX0QuZsseU5OKegmLFYd2e6lelQc/qoKDgqroy+Y7JJV9P1qoYVbj4w+6vEcKoOTCx+oJVBBFqEq4uqtXPl6JATT8PEjNydT93eoNHPXINRi7n5mNIuQ0Pzzi0ZwsqeSntCycPve7+A02Vq7SKdgTVN/VROWNNuRuNgk3/XrD5vdXqO1e/fToz30Mku67jaHJHEtWtuPodpHC77TFLV1N9mHXXDMZve4e4K8e0z7mqnBSuKV0V6HY5i9eUeFzO/smrHku5LzGWdVmeRcLl7szM5qFqvTkQkILiloLICyQn9TayXe4CodCrXi+2nNliNcERChaz4sL77qp7F5P+mMTlfO2sgKUZkNssNWo0cunrr7k0e3ZRBV4QJ71+Awlvv03OkSO6M+rCDptnkrNIuZKLW0QALq7p3H7IyN17rjnDrWuj8kcLtdzfxdIhrJhYS61pz3qyrfSQ/h7+dKjdgXWn12kqmYpw/CptdaBhqx9kf+I+zZdMaQtE6FkdMnIzuHvJ3VzOs546tMDpq2Q3106NiaJCRDuo3Rqx+2sUY/EyLRmEQmr1aKo/s/Xqbaykbr2pNqsOnNf93FlLHav3aS+cmU7LAQZM77n8jBbUyh5DDR9P65/767OT+YZAwkFTHz0bA376g9fyxNb31lrfedb5Ehev0+UklUL0VYeqlcdXMf7319AaGKlCMDA9k2MebhZKt9flKzrR49cwCIU9xkYMyptksb1wIR09R0hA10nSXmfL4qKXldC3x53UfOUV0hYvJumrr21nONNJGWw0CnN2ul4nfqfmlRQueAWytlkIHZL+4pZjGmFoTVRqfvAuvRveV+x2mcRxkvSdFUllloy0VZQiKjiKH3r+oBvOU54OVblnznCy/wCMmVY8hq9Wj6o7X9usDaYByKvbtV8ypRlcWEtfqigKod6hJF5JJMdo3aml1JWj7KwYpbc+qLXdgIrSbyZq1OCSyXUdWkqoWYgvC3af1ZxRF35Bm1LP7kXxicEt8E/TGrOSj+p6hbxLnZjadXzx/Sg2ToIdH0Gbh+C+T8ukjeWFVt+d9xtPRr51i5a76k6H0A78Ef8HuUbtOG1rFP4+GIWRl7a+zKYzG00D86ujKhcE3S9fYVriJW1F7FoNmvVB/LsKJV+7ahrAeRHIbTmWSZ4KD8xKg620t6X53tmTaz+2YydTmGdxKOTtveyfs1x85aUizoQm+a3Ex6sKYVOnEnBf+SlnadauQGwlEjl/+TyqopZLEhGw7jThe889pMydR+Inn+jn9y2UEcga99TpyZQti0l32Yvl7EshUGnDPXV6lkh2vSQicZlxuKlu3Fr7VnYn7C5dEhFrputdXyGEQfOLKgAlsD5f597JqMzZuGoMTEwRv6azC4cyqc36oNw0yM5esI2WaddoFKRcybVp1r1mVlfJTm+NAFTXNLwaTMe9+u+0rKuf+1nTslG/D72qBaDunQsdnoYajcqsrWWNVt+NWBNBTKK2clZQaFGjBZ91/6zE1eAKZqaqovJBp/dYs/1NFp5cTbwxl1DFncGZWfS6ZEUxo0DtaBgwG+WbHoizu1E07m8QCnHG4CLbBZRJrO7gpoN116xL42yptRZ9PW7hYaaSmMWZdBkMJH31FR4NGnB85s/cE3/QIgyvoL+tXVEVkLrgpxIrZ3uQyrkc0HpJDWw8ULfGcpmG82ig6YWdmEjWvv2ok9/BmJYGbm5Uf+pJco8dI2PT5hKl31y1P4EL/w1E8Wlomn25J6G6Xkbke3PmRF9W7U8oFy/2pkFN+arHV6VLImLF25q4v62uJYNJ0aVmpPNuZidqu+3jHnV3kUxaa41t2e3enjdD/4LUM6haVaXKCXvD+7SPq0v9sIdYe/5rXtz2Ar7uvsRnxheJXbfmT3Eg6QBbGkYx7eA21M1vwwOlrHldwbSs0dKqt3/hAZ+eglJRGdhkIMeSj1kfbBuNqEseofe/K+l9/Zq9NQo72rUbg2LFIU+gMNdwp+YlCiJMSoPWmvW1ewuqV6te6nvoUaLUp0Bu7HFO9h+A3hvN6kKlEOTFl69DmDRrlzHWzK+2whTKez3ZVqC/W0QE4TM+p1rjxqUq26iVqMUz8itcvU+QfW4IrQK7lsiMViZJRAT6Dl02TNdWTdNX1/QeyJsEGLlP/YMHXTZaZNJaaexA6zrVS21CrAxyDDl0XtjZYj3/+qWWNSfXWPWncFFcmJyWQ+9L8VCrBVxJLtr3DsD1g2p/D39OpJ7AiBEV1WSpsbLMpFc1zq7lKFvLJop6dWZYyNehcC1vTZ8I0/93GFvyf7nj0Eqf2joygO9G3oK/l1W35GL3XcH3rkFAA5bELsHH1Ycxrcaw5eyWcklKZHVt2sZ7Xg0K4nxYQ4IO/oNbseuY217i0z9dmrUrHFvhPE0Cm3A89Xj5hfNYQdcLG3CtUYNqjRsD9pmSrKGVqCU3qTuu3idwq7GZuKR2xb4mQHXP6laVs11WB6uz4n9MXsZ9Pobf3rf6ctRNAYnCOq97mdL9Jl5fdlA7ntjOUDtHZMPpDWRdt55ZOFRmWewyfjr6k1XLkFEYWehdjd6XgAuHTBsL932BgqlEtJRrweetSUATHmr5ED8f/dnqzLfUy1G7v9bMHW4msB5417Bey1tVTf1Y2CHPxQMl9RR1qmXjlg95xmue9ooC7i4qe8+kcvfHvzFtUCsuZeaWuDSite9doEcgsw/O5qM9H5m3lXVSImtx0h5Nm5D68yLNCYlQXfg+ui/z/ZrzYcIJmiQmWS+sotlg20t8pUUq5zLGVjhPNZdqpQvnKSG2CleUlYlGK1GL4Up98q/UxdXrFP41jgB3WT1fa0mgU3gnzqRbjxe1az3ZSgwywgCHl8Hh5eiZElUgCzfchEHDZN2O1cYO/N42gh2xiSUOtXNUFh5ZaHWUbxAGJu6cqHu+QHBO5LDK21QV65yrK2EFHsf/rkQ9uNiixGVloJeZ73jacRRFsZlfQHdgeOBn6xabjAtw8V90Tdl5V+CR9fqNuL5cqNEI395D5Nm/WNp6HxOTulksaXRuEszbKw+zdO85Rnyzy6yEBGVXGrF+QP0ilsPySEqkNaEw5BvYHXOiaDESReX3kBYs8G3KbfWrc6iaN40XJml2v8Dkna1S1Nu7vCvsSeVcxug5fZV7TWAdbBWucAsrG8WhHWurkJvYHdc632Dw34BRPKU5ELGV4SvCJ4L4y/H6VgerDl02ZiaqK6KaH1y5pDlSNgiFg8a6zDX00DZZh/qUOnWro2LLkdFFcaGaazXrYWwC0lWF14KrX33ZKSS5uHAg2IMtl7OYtvtr1EpWznqD6lIlz9Gz2Oz6GjyD4PgGG1EACgSUwOqiqtDnU/jydloe+YQlNdeDx0VTNjeXMVBtIB8Ojsa3mhvf7zxl8YQFZVMa8eejP1vdV95JifSKkWwNj2ZQu0jeG9CKjgvSCW2icOv1Fb0U+KsxxLYMYOyJehVeYU8q5zLGx83HLvNrRePfvz9Ze2O0d5ahiaZwIg0LBZ3dCF8acDH7P+5fdj+X8y4XWXvSWxJQUBgbNRZVVa1bHfRehIpeni7Auwb/NHqO6H9exVUp+pI2OdX0sGmyLk3qVkclzCeMpKwkq6EyrYJb8UCTB3Ri+AU5173IhKJgADZ5e7ImM46KHaoWxdagusTJc/QsNnFX88971YDQaPhvs/YA0s4Ma5rUaAw1Gphqhp/fZ9p23ZLCwXOpVuPhS1sasdz61Q5+3HkKg1Cspm09khTHc1vmkJaXwSd9VW4/JDSqcqlE1WpE3Xcq3pFRKucyIjk7mam7pnIy/aTVY8qtJvB1XB8y5Vq7NobCscsaAfllZaIpPHv87o+TxJxNw81FYWr/lqy46M+ei3Aq/RRQdO1p3r/zdD3aFx1bxI+9frQ+0tZ7EdoxM5l6tgUjje2seFu34zePzrjkGKuUydoedD2Rr36m9bJMeQkjGcKo6U1nBBZ6e9IbG8UTynHJ50reFfJ1kseUalBtay25RmN4/A9QXKwnuWnWp+QZ1g4uhqTj1228+p34dyUcXExcapDVYWtpw630BnZgWpPWQ6vUqtZauNZxsRcz0S752B7FJZuTHus4eTaHQI9A0nLT2NHSyI6Wlp8zF8WlQt7ZWkjlXEyuf4GE+oTSPKg5v578ldTcVGp61iTMN4z9ifsr3OkLrIRMXc34pfj4UPPll0hftrxcTTSFZ48Dv/yDv0+nkMRf7EvcZynr1bWnDac30GVhF1JyUqy3C0F8ZrzJq1Unfabei9Cac4dQVFJbjODIr5d5Ou9pTW/rFcYO1KzmwvT7bqpSJmt70FO8BZ9pPYeoD3e+Q0a+dmIboSgcUo0s+HcBv8f/zo5zO0pUPKGknEg9wYvbXtT97JUqRj7xKLoWm5wMcLnqKX29Q1dZhNvpfSeEEXbPJjxgol0FfUqC3sAOIDYlli/3fcnDLR9mw+kNFgOzBxoP5tc/a7HucKJFffLr18Kt1TEXVvOinzGNE4XCwy0f5tFWjzLh9wnlUse9NMhQqmJgq9bywEYDebHti3i5eZVLEhF70A2ZUlVC35tarmXWrmfGluNMW3eUhlHfcjH3mO7apbuLO7kG7SxLCgrRqhc/nDhWdGYR2R4iboU/PgOj9apOubijivwis+LNyq08lv2kZqjJtfuXTTYlZ6U0da5HrHnwaoIODfTqGV7FRXHhrdvfQlXUEs+qtWblTYKasPz4crIN2XSo3QF3V3e2x20vWSiUtfSuuiGUiulz+8g6m/KXmOlNIeO89f2+tVnWbZNuwZX3B7TigXYRJbq9XohZw4CGnEo7RY4xB183XzLzLiMKZUdTFJW89BZknRsK1303VQXG9WxK71ahbD5ykYnLD2G47r1uKsO5yCIvegFCQI+QkXx0z4tmOSvynS3Td2pQGuWslxtbVVTeueOdCnf0uh7dSi6Kgmd0tNWqUuXBwXNp9P5sB4FN3yVfSbN6XLBnMC+0fcF6rCwKkxMv0dtaalEbCBT+MTbkx/yiDl0rjB3w9/Tg5rqBbDlyEa13VOE0l5Liofe9cRGC0anpLAmuTVK+dfOpv4c/mbmZJVKctgbVT0Y9yaNRjwL6OaR1sTO9qwWKC/SbWb6e6t/0gLO70R4kmAYHxlFrdXOy3928Jne3rM28P0+XKMxKT/HFZcTxxKYnOJ2unb9cCJXs+EGadcRt4Vnni2uzZI22F+Q1rwxknHMZo+fRKYQoV89De9ENmaqArDbX0yLUj5q+HmRmBeDqlW7VqSjcN9xkPj29+Wp+YYFQriacVxS6G93ppaeYA+pC24dh05uaL0gjCnPztR26FKBBsDdfj2ir+ZK6EdaVyxNds3hwFE+cXcNS3wxwdbF6jbQcy4FdccJx9MKkVEUl3C/crHxLFAoFV6MBbCnmQjW9SruWbC/tbJfytBZl0K91GLO2HWfd4YusP2xaGitJmJVexsNIv0iM+V46BhQj7jU2FqmlnZ8ehbuLC63CA4g5m0q+0VBkbdnF46KOUab8Sz6WFqmci0Fleh7ag8jLAxfrL7iyDJmyF0VR6NIkmKXH2uPmdVaz/wrW9FQB0y4msSbxEgt9vYl3dSE038DgjEx6ZdqowGPIgQ5PI+L3IK6aFgvnsN5gbMdyo7ZJWgDnUrOqbChUZWMzQUfkMsJ+H0eSi4qwp85iIewJxynVoFovAuDQMmjZH45vgnN/6wtaLQCCm5TdWrK9tNQp5Vmvo3lwYC3K4HJOPu/+eqRcwqwKiM+Mt1rPWlFAdb8EXLKopZ3vc5jmbk+w2Eo1NcU1XfeelRk5Yy9SORcDWyEllfmwsw4c4PwbE8g/r7O+VAFZbbTo2qQmP/8dRXDESZLEP9adLg4sRj2yit7CUEzztcnb2ojCM7lP4ZYXxnBlA2FqIueMwfx41XRtbU25sNNLVQyFcgR088W37M/gc9s4cH4TxUyiiMBU+AS015UfaPIAJ9JOlHxQrRcBcHS16ccmCgQ3Ld+1ZWtoZQ5zrQYpJyE/z+Z6//pDCVb32RtmpedxvetUMrk5AajV0qyKUnj7tVraB2kW/i8ZuVE0b3yMY3FaNbetuzRUVORMaZDKuRjYE1JSnmhVlQroP4Ds2GOkzJ0HRiOeN9+M6uXF5T/+KFHhCsB6Io8W/eHQUn3znsb5PfzC6e96C9tP9uftjrX5+dQa4kUuoYobg+vdS6+OE01mxZ0zirdmV8BV89yKffH8ejgRg/F2fuH2oodZSberOnFqzapCr5AObDm+ik3enlcTQCgowjSc8jEaSXdxsepalZSVxKPrHyU9N51/k/9FCFEkgY01bA6qbYVCeQdDrw8gOxVWvaBrPq40rs8cZsiHmXfAmd/h6Bpoav2dEJdqvQylPWFW1jyp956N4a2Vh0i+koerX3uqhZ5Fq8ysNeWqKIIV5z5lxYJPr/6tff+C7XoVwRwVqZyLgT0hJeWFtRCpgsQiio8PtV55mYCBJjNVSQtXWDXjnf0bNk40pRrUyk2tk4DfNSOBaa5/cyF/AbV/S6NPYW/WM5/DoXWgusOFA/p94FoNYcgrYrJWmvVBaTmQ72futOpxCuDv6UZGdr5cT3ZA1L9nMy3xEmuueLLQz4d4V1dCr6b4FCi8EVwdg9ZLGgVvN292nt9ZZF/h2bK14jM2B9WpZ9H1uFZdoUVf0+f+vy1lH6dcHri4wl2TYd4A2DABGt11LZzrOrTS8RZGVRSSL+cS4OmmOTs2ClEkIZHApHSTr+QR7OvB3c36sCTuMC6+18zSBYNovYm9q+JKvYB6nEg9oZsfwc/dj/r+9Ss8cqa0SG/tYlLRLvcF6IZIKQq1XnuNoAeHl/5GJfU67fk+tPk/U55qK+fbjJpx8TCtHWsgUDjh0ZzPL3exMFnPEz24EHkvdWv4smDXWd3AlVq+7rzaq7lcT3ZEdEJ+jMDLtcPZ5OmmOSie2nEqg1YO4r+0/6xevsTe3nZ4O5vN1WaLURnGKZcXQsCP/eDEFug5DW59VPOwZXvP6YZZAXi4KtTyq0ZcShZCYDHw9fVwJTXLenjjzZEBLBrbgafm/83Gs+txDdiJ4paCyAtEcbmM6nEJrb5XUIiuGc0PPX/QraVd+DhHQoZSaVDeJSPLizIJkbJmri788tB9GdlDQWbaYhISBbc9Ccse1/a2Vlx4MW8sv+QXNVcXoBdVeqPHKTs8NpSgMeIW1nR9xuqg2FZJ0YJQvWIPqrdOha3vau+riFCo8iThoMm87RkIz+wFz4Aih2iZpQsUb8eGNahT3YsFu86QayjZ+yLEz4M/x995bV260MC5VZP/+CVuuvUypFdL7OqG6pVzKd6S4jShVHl5eTz//PPMv1obc/jw4Xz00Ue4umqLt2LFCiZMmEBsbCz+/v5MmDCBsWPHVqTIFU6pQ6T0vE7/XWkKQzqxBc7toUSKWXUzKftk6+lLdbl8EW4aZFoD0zAN7nTvwPKs26yeHhnkxWOd6jNhxSHNUb5cV3ZwbIT8qO1G6xaMseWsGe4bbrvgzPWDV5+a11JfWqun7Ejm6uIS0hJaPwh7f4Tt0+Gut4scYk8EQ8zZVPbFWc9hYA1bjphG0Z70bTE2lxErc7mxPHEI5Tx58mR27NjBoUOmWq89e/ZkypQpTJgwocixa9eu5YknnmDu3Ll07NiR9PR0Lly4UNEiVzhuoaHmNJxFuD5ESmuGXOsm616n/64w/ZQYBcJuNpn3dGZA1tJnmqvuaHmWXjUNvrgyACM62b/yDQy9JZI//kuSccrOiF7IT+N7bCrBUjtrag5er5rZA+pC11fh7zmOb64uLl1fg4NL4K+ZpjYFFh3A2opgSEjPLtGtbQ2Y7a2RXepa2g6KQyjnOXPm8NFHH1G7dm0AXnvtNV566SVN5fzGG28wYcIEunTpAkBgYCCBgfrJ06sCLjVrWt9ZOETKqkPXLv0bVAuE7q9DXrbJSaRYa86FvFH1ZkD2nH+9Z+lVArf8RkKGtnIuGIHLOGUnRmtgZjSYLCrBTW0qwVLPnjRDpq6Sdtb0GbVVT9kZ8asNtz9rMt1vehMGzin2JWw5jQV4ldwRUzcErwTHOROVvuackpJCUFAQsbGxNGzYEIDY2FgaN25Mamoq/v7+5mMvX76Mr68v77//PrNnzyY1NZXOnTvzySefEBISonn9SZMm8eabb1psc/Q15+tDppRq1cg7c8aUYESIaz+FQqTCPvzQ5IldEocuAN/a8OIRnRzBCviFWHprFzbv6XhrF5xv9KmFMeOCObe1hbf11fO1YiJvb1iDr377j+x87ecmU2tWUdLOwaetTR7Rz+0H7xq6h5fKWdOm49ctVVM5A+Rehs9uNlkKRm+C8LbFOl3PacxFVZg2sBWqosgBcyGcwiHs7NmzREZGkpiYSI0api9fYmIiNWvW5OzZs4SHh5uPjYuLIyIiglatWrFixQqqV6/O2LFjuXDhAhs2bLDrfo7uEKYVMlVAtZtvJvC2SFKXriYvNQe3AA8CB/TB77FJKAXr8yVy6LLT69Qc52zDG1XjfGPbR3h2f13Uf5eZc1sXeFvnNe3Hp8NMLwS9HL8Ngr05demK5gjcnjSCEifk1/+ZTK4dnjaF/5QXdhSI4MUj5Xf/ymbPD7DiaXD3AQ+fq99tjRwGGug5jcnvpjZOoZwLZs7Hjx+nQYMGABw/fpxGjRoVmTmnpqYSGBjI7NmzeeQRkxn0v//+o1GjRmRkZODt7W3zfo6unPWrSkHorWn417mCxcy10Z3QarBJKe+erVuZSZMK8Dq1NbqePigKwOoxigLTB0XJEfiNRsYF+MT02eDZfeBbq3zuM7sHxFlb+qmA6lGVidEIi0fC4eWFNmpYxXQvUdTbWn43reMU3tqBgYGEh4cTExNjVs4xMTFERERYKGaAgIAAIiMjUTSCZR1Z4RaHlPnzTV8WLYyClNhq+Ne5fHXDVYeuY+tMP3ZT8Qn4f9x5CqOVWEmDUfDCzzEAmhWhABAw768zLHm8gzRf30j41oJbRpvKge74EHq+V/b3EALcdQb2lZ3hq7w5uBj+XXXdxgJn0ZWm/TYG7jLtbdnjEG5so0aN4p133iEhIYGEhASmTJnC6NGjNY999NFH+fTTTzl37hxZWVm89dZbdO/eHR8fnwqWunzIOXnSesgUCnmXrYynvGtCv1lw1zummbAmKrR9xLR+5lvb9G+/mXaNjEtLXGqWrqG9YBnd6n5spwqUVFFufw7cvE2Vn2Z1Npmgv+lh8q+wNpC1FyFg7aumMEIXj6vfnYLBv2L629lDpmyhl6JUGE3WOEmFU+kzZzB5YF+6dIlmzZoBpjjn8ePHA5jjl2fOnAnAuHHjSE5OJirKZOrq2rUrP/5YOTU5S4LIzyd91iRSlqy0WDf27Ps4F6d9gDFVL15Q4Oadr71LdYGoIaaXVdxu62kEe31QKeEfeh6dBQlCEII9Z1KtHlMQEym5wfAMAv8wSDoG52NM27RSxxYXIWD96/DXl+BVHf5vBVw87BwZvsoS3RSlwtQXkgqn0tecK5rKXHMW+fmcG9yJjMPJV78LhdydFAUEqNUUjNlGNCOCFUHoran4170+Gb3jpxEs7Zqz9Mi+gdGLQCipv4QQsHES/P6xKUPWQ6tMSTluRIqTolRSJjjFmvONRPqsSVcVc2HFe622mU8khLY7z/ldAWTEVbNU4Ar4hmfjV0ejSsz1a2JWYoUrk/uiQtlwOMFmghB7jpHcYNhjdrX1WbdIzHMGUCEjHjz84f+W37iKGWxmZ6vS6+0OTImVc79+/TQdswqzdOnSkl6+SpKyZKVuhJPhSi4unh6EdUgh/bQnKce9yLvsipt3PoENr+BXJ+tq4YiKd+gqLfYmCJFJRCRFKK3ZVTP2/iphrU3Z825k9LKzRd7m8O+WqkqJlXN0dHQZinFjkJeag7UElqCQd8Ud7puK8stY/OtmaZivVWg7Ci4cdBhzdXGwx6NTen1KihAQYVpjtqagPYP0z9fL/nVyu13eyFUarexsbl6Q/B+4VnOKd0tVpMRrzpcvX7YrrtjRqJA1Z63c1jc9wInnppGTrKKtoAWeoR7U3bhXO8NWMWIOJZIqhc2sdwrc/gx0HgdHVhWturbra5OT5I2Y/aukGPLg0zaQdgbG/n5jm/3LgXJNQuLr68uQIUN45JFHaN++fYkErAzKXTkbjYifR5K+biMpsZ7kXXbBzTsf75AcLv3rgzBYUayKIPSpgfg/OdkhHbokkkrDWkpYRYXarUyVo3IzTNmt8q5cVz2qwKdDJ+Sqqmf/Kil/fglrx0GrIdB/VmVLU6UoV+W8YcMGvv32W5YtW0bdunUZPXo0I0aMIDg4uETCVhTlrZxFzE+ce3lcUYcu091xC1DJSzMUdfZqHkTYwt+upeGUSCTX0BuwZsTDvAfg4qESXFh6I1slJxM+agG5mabsbP7hts+R2EWFpO9MS0tj3rx5fPvtt+zfv5/evXvzyCOP0LNnT5sOY5VBeSvntBdvJ37Npes8sgsQ1O4ZhNKwW5E4Z4v82BKJpHjopt/UoQJS1zo1myfDb9Pgtqfg7ncqW5oqQ4Xn1j5w4ADffvst8+bNw8PDgzNnHC94vVyVc142p7rdRFZi4SxDhRF41oK626QJTSIpU2wVrnCtZlpHlX4cxSMzET5sbloeCGkJ6fHX1vLlMluJqfA454yMDNLS0sjKysLPz68sL+04aDl7tR1t+vBufpu8jKvlFTVRyLtsLbWmRCIpMboe3QqERJlydEs/juLhVR38QyHlFJz7x7StLLKzSWxSauWckJDA999/z7fffktcXBz9+/dnxYoVdOnSpQzEczC0HFMyEuCsyZyWed4DQ351nQsI3MJkIg2JpMyxlUjjltEOl5jHKTi4+GqceWGKVxRDUjJKrJyXLl3KnDlzWL9+Pa1ateLZZ59l2LBhRSpJVSkOLkYcXkn6KXeLBCE+odlcvujBlYRq+uerCoEPP1UxskokNxKaiTScJ0mPw1IW2dkkJaLEynnMmDEMHz6c3bt3m4tQVHXErq8497ufhSd2fpZKVpI7oODq70Kttz8kffVqMjZssKx/qCr49rgLvz69K0l6iaQKo5VIQ5quS48silFplFg5x8fH4+HhAcDRo0dJTk4mKCiIJk2alJlwjkb6P3FXFbNGbmwEwdH5+N11F7533kn66tWkzF9AXnw8bqGhBA4bit+996LIl4REUj44YE55p8fWWn5AnYqW6IahxMrZw8ODBQsW8NJLL3H+/DUvydq1azN9+nSGDBlSJgI6EilHPUDkWN2fGutBAKCoKv59+uDfp0+FySaRSCRljt5aPkCb/6tYeW4gSjyN2759O2PGjOGZZ54hNjaWK1euEBsby9NPP82jjz7Kjh07ylJOhyAvywNdT+xsj4oURyKRSMqXlgNNa/ZK4fDQa9ZC9s6FK8mVJFzVpsRxzoMGDaJr16488cQTRfbNmjWLDRs2sHjx4lILWNaUJs751JChZMXEWN3v2bo1dRfML6FkEolE4oBoZWe7aZBJMZ+PgeoNYfgiCKpf2ZI6DeWahCQiIoIDBw4QEBBQZF9qaiotW7YkLi6uJJcuV0qjnNNWriR+3Ktg0DDxuLgQOvVdacqWSCQ3BrmXYckYOLraVBnsljFwYotl0RHpjKdJuSrngIAAUlNTS7y/siiNchZGI+deeIGMDRtNo0khTMlHVBXfHncS9uGH0uFLIpHcOBgNsO41+OvL63bIDGx6lGuGMKNRp8qLHfudEUVVCfvwQ+mJLZFIJACqC4S1MSlii3homaiktJR45uzq6kqrVq2s7j9w4AB5eXklFqy8qJB6zhKJRHKj8E0POCvrZReHcp05f/PNNyU9VSKRSCRVBZmopFwosXLu2rVrWcohkUgkEmdEJiopF0qsnOvWrWtRr7lgil6wTVEU8vPzSymeRCKRSBwaW0VH2j1S8TJVAUrswZSSkkJycrL5JyUlhaSkJD744AOCgoJo165dWcopkUgkEkdEM1HJVYLqy6IjJaTEDmHXs2LFCsaPH4/RaGTy5Mn079+/LC5b5kiHMIlEIiljrk9U4hsCFw6ZLN3P/GNKXCIxU65xzgXs2LGD//3vf5w+fZqJEyfyyCOPoDpwSJFUzhKJRFIBbJkC294zZRMbMLuypXEo7NFDJdaiBw8epE+fPtx///3cd999HD9+nDFjxji0YpZIJBJJBdHhGfCpBQcWwbl/Klsap6NUcc5BQUE88cQTBAUFaR7zzDPP2HWtvLw8nn/+eebPN+WlHj58OB999BGurtb91bKysrjppptISkoqViYyOXOWSCSSCuKf72HlM1C9EXgGQppM7QnlbNbu0qWLhbe21s03b95s17UmTpzI8uXL+fXXXwHo2bMn/fv3Z8KECVbPefnll9m9ezcxMTFSOUskEokjYsiD9+tDTnqhjTK1Z4WsOZcFERERfPTRRwwcaPLqW7RoES+99BKnT5/WPH7Pnj2MGDGCDz/8kMGDB0vlLJFIJI7I/p/hl8euS+15FcUF+s28IVN7luuac1mRkpJCXFwc0dHR5m3R0dGcOXOGtLS0Isfn5+czZswYZsyYgYeH7frJkyZNQlEU849EIpFIKojdX5sKBGkhjCbvbokmla6cMzMzASxKTxb8npGRUeT46dOn06pVK7p06WLX9SdNmoQQwvwjkUgkkgpCpvYsMSXOEFZW+Pj4AJCWlkaNGjXMvwP4+vpaHPvff/8xY8YM9u7dW7FCSiQSiaT4yNSeJabSZ86BgYGEh4cTExNj3hYTE0NERAT+/v4Wx27fvp3ExERatGhBSEgI/fv3Jz09nZCQEHbt2lXBkkskEolEl3ZjTM5fWsjUnro4hEPYhAkTWLVqFWvWrAGgV69e9O3bt4i3dlZWlsU69B9//MGoUaM4evQo1atXx83Nzea9pEOYRCKRVBBGIyweZarrLIxYzKBrt4Yxm6W3thUq3awN8MYbb3Dp0iWaNWsGmOKcx48fD8DYsWMBmDlzJp6ennh6eprPCwoKQlEUQkJCykQOIQT5+flSeVchFEXBxcVFJseRSCoDVTWFSxVO7ekZCBf/Nf0kHYOaTStbSofEIWbOFYm1EUtWVhZnz57FYNCorCJxenx9fQkJCdFNbCORSCqI7dNh01tQs7lp9uzmafucKoTTxDlXJFqdIoQgNjYWHx8fs1OapOqQl5fHhQsXMBgMNGzYUIbUSSSVjdEIc/vDiS1w80jo80llS1ShSOWsgVan5OXlcfz4cRo0aIC7u3slSSYpT3Jycjhx4gQNGza0yzdBIpGUM5kX4cvb4fJFk+m7pWNWMiwPnCIJiSNwg41PbkgKZsvyWUskDoJPTeg/C1Bg5bOQfLKyJXIo5AKcRCKRSCqHBt3gjudhx4fwQ1/wCYa0OFkcAzlzlugwcuRInnvuOc19Z86cwcfHRzPFKkBqaiqKonDq1KnyE1AikTg/XcaBZxCknoK43ZBxHs7uhl/GmsKwjBp5uW8ApHKWlIjIyEgyMzOLJIqRSCSSYnF4OWRfP8gXIAym+OiDiytFrMpGKucqTH5+fmWLIJFIJPrs/lq7ahXc0MUxpHJ2MOrWrcs777xDmzZt8PPz4+677yY+Pt68/5VXXqFOnTr4+vrSvHlzFi1aZN63detWAgIC+PLLL4mMjOS2224DYMOGDdx6660EBARQu3Zt3n33XfM5Gzdu5JZbbiEgIIAWLVqwYsUKu+Q8deoUiqKYy3Xm5OTw+OOPExQURL169Vi8+MYc7UokkmIii2NoIpWzAzJ79mzmz59PQkICISEhDB8+3LwvKiqK3bt3k5qayoQJExgxYgQnT17zcszIyGDfvn0cOXKEbdu2sXfvXu6//35eeeUVEhMTOXLkCF27dgVg//79DBo0iKlTp5KcnMysWbMYMWIER48eLbbM77zzDjt37uTgwYPs3buXpUuXlr4jJBJJ1ScgArCWe6CSi2MYjaaa1N/0gOlNTf/u/7lC1sGlcnZAHn/8cZo2bYqXlxfvv/8+W7duJS4uDjClNq1ZsyYuLi4MGTKEpk2b8scff5jPNRqNTJ06FS8vL7y8vPjqq68YMmQIAwYMwM3NDX9/f9q3bw/ArFmzGDlyJN26dUNVVe644w569+7Nzz//XGyZ582bx/jx4wkNDSUgIICJEyeWTWdIJJKqjaMWxyjIC/7LWJODWgU7qslQKgekTp1rI8VatWrh4eHBuXPnCA8P56OPPmL27NnExcWhKAqZmZkkJSWZj/f19bWojX369Gk6duyoeZ9Tp06xefNmvv32W/O2/Px8/Pz8ii1zfHy8hdyFf5dIJBKrtBwIR1ZrF8fw8IFm95W/DEbj1fzfX5vM7AERUOumqzIVTul8naNaqwfKTSSpnB2Q06dPm3+/ePEiOTk5hIWFsWPHDiZNmsTmzZtp3bo1qqoSHR1tkVjj+gIPderU4fjx45r3iYiI4Nlnn2Xq1Kmlljk0NJTTp09z6623AqZQK4lEIrGJVnGMgEi4cgkuHYdt78GdJbTEaSnd6+OntSpnZSTAWZ0yxAWOauWonKVZ2wGZNWsWR48eJSsri//973906tSJ8PBw0tPTcXV1JTg4GKPRyJw5czh48KDutcaMGcOCBQv45ZdfyM/PJy0tjT///BOAxx57jG+//ZYtW7ZgMBjIyclh586d/Pvvv8WWeejQoUydOpX4+HhSU1N56623StR2iURyA6KqJkX3yHp48Yjp3weXgpuPKUHJF+2Lv+Zrr1n64OJCM+SCiY6tTILl76gmlbMD8vDDDzN06FBq1arFuXPnmDdvHgD33HMPAwYM4KabbiI0NJRDhw5x++23616rTZs2LFmyhHfeeYegoCCaNWvGtm3bAGjdujULFizg9ddfJzg4mLCwMN544w1ycnKKLfPrr79O27ZtadmyJdHR0fTt27fY15BIJBIz/hFQs4np94v/6q/5ajlurXlJW+kKA/y7ApY8AiuegdUvXGe6tofyd1SThS+A3Nxc/vvvP4cofFG3bl0+/vhjqdzKGEd6xhKJxA72/2xSxFqKU3GBfjNNs20tszQKtme/paDw/Utyuh2FL+Sas0QikUgcD93kJAZY/SIc/RWykuHENiyVsR2K2cMPBnwDm9+GhAM2zilQ9orJg7xZH9O6dTkilbNEIpFIHA/d5CRATjocKmk+BQVqNofGd0F2qvUZOiq0HQUXDl5zVGs3ukIKckjl7GDIQhESiUSCybM6IwFtBa1ASCvoNQ0WDIaslOJdu3D8tGYoV6EZcq8PKqUylnQIk0gkEonjYSs5SYenIPJWqNEI6xnGzCdc+1dxsTRLF4Ry9ZsJEbeAb23Tv/1mmrZXUslKOXOWSCQSieNha0ZboFzbjYG4f0pnli4I5SrHuOXiIpWzRCKRSBwPa8lJrleuDmqWLi1SOUskEonEMbFnRmuvEncypHKWSCQSiXPjgGbp0uKcQwqJRCKRSKowUjlLJBKJROJgSOVcSoxGwbK95xjwxe/cOmUjA774nWV7z2E0lk/quLy8PJ566imCgoIICgri6aefJj8/v1zuVRKMwsiqE6sYsWYE3X7uxog1I1h1YhVGa5l+SkFOTg5jxoyhXr16+Pr60rRpU+bMmVPm95FIJJKKxiGUs70Kx9Fexkaj4OkFe3hx0T72nEnlQnoOe86k8uKifTy9YE+5KOjJkyezY8cODh06xKFDh9i+fTtTpkwp8/uUBKMw8vK2l3l9x+vsS9xHYlYi+xL38fqO13l528tlrqDz8/OpXbs2GzduJD09ne+++44XX3yR9evXl+l9JBKJpKJxCOVsr8JxtJfxin3xrD10AYNRWBQaMxgFaw9dYMW++DK/55w5c3j99depXbs2tWvX5rXXXuObb74p8/uUhDUn17DpzCYMwkBBjwgEBmFg05lNrDm5pkzv5+3tzVtvvUWDBg1QFIX27dvTtWtXduzYUab3kUgkkorGIapSRURE8NFHHzFwoCmofNGiRbz00kucPn3a5rn9+/enZcuWdtcPtrcq1e1TN5Oenad7rcs5+ehNjlUFvD30HeL9qrnx+7hudsmekpJCUFAQsbGxNGzYEIDY2FgaN25Mamoq/v7+dl2nJNy1+C4yczN1j7mcf1l3dqwqKt6u3rrX8HH3Yf3Akg22srOzadiwIR9//LH5s1SArEolkUgcBXuqUlX6zDklJYW4uDiio6PN26Kjozlz5gxpaWm652ZnZ7Nr1y5atWpVzlJqY2tYU9bDnsxMk3IMCAgwbyv4PSMjo2xvVgJsfdjKcxwohGD06NE0atSI/v37l9t9JBKJpCKo9DhnWwrH2mzQ3pfxpEmTePPNN4stlz2z2QFf/M6eM6nW0rLTpk4gSx7vUOx7W8PHxweAtLQ0atSoYf4dwNfXt8zuo4U9s9kRa0awL3EfQqNHFBSia0bzQ88fylw2IQSPP/44R48eZePGjahOmnRAIpFICqj0t1hhhVOALYVT+GW8bNky3ZfxpEmTEEKYf8qSEbfVRVW1E66rqsKI9nXK9H6BgYGEh4cTExNj3hYTE0NERES5mrTtZXDTwahWEtWrisoDTco+QYAQgieffJJdu3axfv16h+gHiUQiKS2VrpyLq3Ac6WV8X1Qo97SohYuqFK55gouqcE+LWtwXFVrm9xw1ahTvvPMOCQkJJCQkMGXKFEaPHl3m9ykJver1ontkd1wUFwp6REHBRXGhe2R3etXrVeb3fOqpp/j999/ZsGEDgYGBZX59iUQiqQwcwiFswoQJrFq1ijVrTN68vXr1om/fvkyYMKHIsU8++SQ7duxg8+bNVK9evdj3stchzF6MRsGKffH8+OdpzqVcISzQixHt63BfVKjVWXVpyMvL47nnnmP+/PkADB8+nI8//hhX10pfoQBM4VRrTq5h4ZGFxF+OJ9Q7lMFNB9OrXi+rs+qScvr0aerWrYuHh4dF+x988EFmzpxpcax0CJNIJI6CPQ5hDqGc9RTO2LFjAZg5c2axXsbWKGvlLHEO5DOWSCSOgtMo54pEKucbE/mMJRKJo+AUoVQSiUQikUgskcpZIpFIJBIHQypniUQikUgcDKmcJRKJRCJxMKRylkgkEonEwZDKWSKRSCQSB0MqZ4lEIpFIHAypnCUSiUQicTCkci4tRiPs/xm+6QHTm5r+3f+zaXsZ8/nnn9O2bVs8PDzo27dvmV+/LBBGI2krV3Jq6FBiO3Xm1NChpK1ciSiH/gB4+umniYiIwM/Pj7CwMJ577jlyc3PL5V4SiURSUcgMYZQie5TRCItHwb8rQRgBASigqNCsDwz8FsqwfOHSpUtRVZWNGzcSFxfHsmXLyuzaZYEwGjn3wgtkbNho6hshQFFAVfHtcSdhH36IUsblHP/9918iIyPx9vYmMTGRBx54gO7du/P6669bHCczhEkkEkdBZggrbw4uvqqYDWCuYSxMf/+70rS/DOnfvz99+/Y113J2NNJXrzYpZoPBpJjB9K/BQMaGjaSvXl3m92zWrBne3t7mv1VVJTY2tszvI5FIJBWJY5QyckQ+agnZ6frH5GZeVcwaCAP8MhZWv6R/jWp+8PzBkslYgcR264YxI1P3GOPly9bN+QYD8f8bR8Jbb+teQ/X1odHmzcWSberUqbzzzjtkZmZSvXp13nvvvWKdL5FIJI6GnDmXBmFjHdXW/qqGrRWSclpBGTduHBkZGRw+fJixY8cSEhJSLveRSCSSikLOnK1hz2z2mx5wdjfXTNqFUSDiVnhkXVlLVinYM5s9NXQoWTH7tJWwouDZOpq6V8uClgfNmjUjKiqKkSNHsnHjxnK7j0QikZQ3cuZcGtqNMTl/aaGo0O6RipWnkgkcNsy6A5yqEjh0aLnLkJeXJ9ecJRKJ0yOVc2loOdDkla24AMrVjYrp72Z9TPvLkPz8fLKzs8nPz8doNJKdne1QYUN+996Lb487wcXF5KUNpn9dXPDtcSd+995bpvfLzMzk22+/JTU1FSEEBw4cYPLkydx9991leh+JRCKpaGQoFaUMszEaTV7Zu2dD6hkIiIR2o02KuYzDhiZNmsSbb75psa1z585s3bq1TO9TGoTRSPrq1aTMX0BefDxuoaEEDhuK3733lnkY1eXLl+nbty979uwhJyeHmjVrMmDAAN588028vLwsjpWhVBKJxFGwJ5RKKmfki/tGQD5jiUTiKMg4Z4lEIpFInBCpnCUSiUQicTCkcpZIJBKJxMGQylkikUgkEgdDKmdMi/OSqk2B84V81hKJxBmQGcIAV1dXXFxcSEpKctiiEpKSk5eXx4ULF3B1dcXVVX7kJRKJ4yNDqa6SlZXF2bNnMRisFLKQODW+vr6EhIRI5SyRSCodGeesgV6nCCHIz8+32WkS50FRFFxcXFDLOAGKRCKRlBSpnDWwp1MkEolEIikvnCYJSV5eHk899RRBQUEEBQXx9NNPk5+fX+pjJRKJRCJxRhxCOU+ePJkdO3Zw6NAhDh06xPbt25kyZUqpj5VIJBKJxBlxCLN2REQEH330EQMHmqo4LVq0iJdeeonTp0+X6lgtpFlbIpFIJJWJXXpIVDLJyckCELGxseZtx44dE4BITU0t8bEFTJw4UQDyR/7IH/kjf+SPw/zYotLjSjIzMwEICAgwbyv4PSMjA39//xIdW8CkSZOYNGlSmcpcgLPNwp1NXj2crS3OJq+9OGO7nFFmWzhjm5xRZmuUR1sqfc3Zx8cHgLS0NPO2gt99fX1LfKxEIpFIJM5KpSvnwMBAwsPDiYmJMW+LiYkhIiKiyEy4OMdKJBKJROKsVLpyBhg1ahTvvPMOCQkJJCQkMGXKFEaPHl3qY8ubiRMnVsp9S4qzyauHs7XF2eS1F2dslzPKbAtnbJMzymyN8miLQ3hr5+Xl8dxzzzF//nwAhg8fzscff4yrqytjx44FYObMmTaPlUgkEomkKuAQylkikUgkEsk1HMKsLZFIJBKJ5BpSOUskEolE4mBI5SyRSCQSiYMhlbNEIpFIJA6GVM4SiUQikTgYUjlrUFCC0lkc2ZOTk3n11VftLv7hyMi+dwyc7TmAfBaOQlV6DpXZ91I5X8cHH3zAoEGDOH/+PIqiYDQaK1skXSZNmkT9+vU5duwYYWFhlS1OqZB97xg423MA+Swchar0HCq97+0qHXUDcP78eTFy5EhRq1Ytceutt4rJkydXtki6HDt2TLRu3VrUq1fPokqXMyL73jFwtucghHwWjkJVeg6O0vdy5nyVnJwcmjdvzrJlyxg4cCBbt27ln3/+AXDI0WpmZiY+Pj4888wzNGzYkNjYWL788ks2bdpEQkIC4DxmMNn3joGzPQeQz8JRqErPwWH6vlKGBA5ATk6O2L9/v8W2s2fPCiGE2L9/vxg6dKh4/PHHK0M0TQwGg8W/Qggxbdo00atXL9GxY0dRq1YtMXz4cBEZGSn69Okjjh49KoQQwmg0Voq8esi+dwyc7TkIIZ+Fo1CVnoOj9v0NOXP+5JNPCA0NZeTIkQwYMICff/4ZgNDQUABuuukmunbtyrFjx1ixYgUABoOh0uT98ssvuf/++zl+/DiqqpKXlwfAkCFDcHNzo27duhw4cIC5c+eyZMkSatSowZQpUwBTnVFHQva9Y+BszwHks3CUZ1GVnoND932FDwcqma1bt4qbbrpJxMTEiGPHjolXX31VBAQEiIMHDwohhMjPzxdCCHH69Gnx2GOPiUGDBpnPTUxMrFBZL126JJ588klRq1Ytccstt4hx48aZ9xWMWA8cOCBSUlIstk2aNEn069dPpKenV6i8tpB97xg403MQQj4LIRzjWVS15+DofX/DzJzF1fWOI0eOEBgYSFRUFI0aNWLy5Mn07NmThx56CAAXFxcAIiMj6d27N0ajkfHjx9OtWzfGjRtXoTLn5eVRp04dlixZwogRI9i9ezfbtm0Drq19tGzZkoCAAIQQqKrpcV64cIEGDRrg6+tbofJaQ/a9Y+CMzwHkswDHeBZV5Tk4Td+Xu/p3MCZOnCh69+4t8vLyzNuSk5OFt7e3WLhwoRBCiNzcXCGEEPHx8aJevXrC1dVVPPPMM5Ui77lz54QQQsTGxoqRI0eKkSNHmvcVXr9JSkoSubm54oknnhANGjQQv/32W4XLagvZ946Bsz0HIeSzEMIxnkVVeg6O3vc3jHIuMLH8+++/QlVV8ffffwshrpkuXn31VdGuXTvz8fv27RONGjUSXbt2FefPn694gTX48ccfRY8ePcTcuXOFENdkF0KICRMmiBo1aoiePXuKuLi4yhJRE9n3jkFVeA5CyGfhKM/CWZ+Ds/R9lVPOO3fuFBs3biyy3Wg0mkdI/fv3F507d7bYP3fuXIvOP3/+vDh06FClylswEi34MCUkJIhnn31W3HfffSInJ8cspxCmD9CuXbvKXV49du7cKd566y2RnJxssd2R+96avM7W94VJTEwUWVlZRbY76nMQQl9mZ34WBfIJYenZ7KjPQk9eZ3sOmZmZ5t+doe+vp8oo50uXLok+ffqIoKAgMWXKFAtTReHfjUajiIuLE97e3uLTTz8VSUlJQgghPv30UzF48GCHk7fwl0UIITZu3CgGDx4sXnzxRdGrVy8xcOBAiw9eZZCQkCD69u0rFEURiqKIK1euCCEsvwQFfztC39srrzP0fWEK2tW+fXvRtWtX8eeff5rlKzDPCeE4z6E4Mjvbszh//rwYMmSIGDJkiBg/frzIyMgw73PEZ2GvvM7wHAo+U3fddZcYMWKEOSxKCEv5HaXvrVFllPPYsWPFkCFDdI957rnnxBNPPCGEEOL7778X0dHRolu3buKJJ54QPj4+4rvvvhNCVEwsnj3yPv/88+Lpp58WKSkpZpkyMzNFixYthKIo4pFHHrFQJpXBSy+9JHx9fcVjjz0m9u/fLzp16iRWrlxZ5DhH6Xt75XWGvi/M4cOHRdOmTcWjjz4qTp48Kfr16yd69OhRxKvUUZ5DcWR2tmexZ88e0bBhQ/HYY4+JH374QURHR4tOnTqJI0eOWBznKM/CXnmd4TlcunRJtGnTRowcOVL89ttvokuXLqJbt25i1apVFsc5St/r4fTK2WAwiJMnT4oOHTqYR0irV68Wv/76qzh16pQQQogjR46I4OBg0aFDB4vUcnv27BEff/yxePrpp4t8EB1F3uPHj5vPPXbsmIiOjhbt2rUTJ06cqBB59Vi6dKkYOnSo+Pfff4UQJieQOnXqiLVr1wohTGs4Bw4cECEhIQ7R98WV15H7/nq+/PJLC/PcxYsXhY+Pjzh9+rQQwpRMoVatWg7xHEoiszM9iw8++EAMHTrU/Hd+fr7w9vYWY8eOFefPnxfHjx8XNWvWdJhnURx5Hf05rFu3TrRt29b8d25urhg2bJgYOnSoOHTokDh9+rTD6AJbOKVyLryWIIQwf3iOHDkiBgwYIBo0aCDuuece0bhxY7F48WJhMBgsvAULOy44g7wFZqJLly6Jffv2Vajs11O4LQXmYCGumb46dOggXnjhBfP27OxssXXrVvPfldn3JZHXkfq+MNd/pubNmydq1aol4uPjhRBCrFq1Stx5551i27ZtIjU1VeTl5Ylt27aZj6/o5yBE6WV2hmeRm5srXnvtNTFixAiRnZ1t/px17NhR1KlTRyxbtkzk5eU5zHeiJPI64nMomOHu2LFD1KxZU6SlpZn3bdmyRdx///1i+vTpwmAwVPr3wF6cKs45IyOD4cOH07t3b0aMGMHRo0cB8PT0pF27dowfP566dety/Phx1qxZw8CBA5k3bx579+6lY8eOCCEwGAzm+DVnkbcgXjAoKIhWrVpViOz2tMXT0xMwxT+6ubmRl5dHmzZtSE1NJScnBwAPDw86d+4MUOl9XxJ5HaHvC3N9u44cOQJA165d6d27N6NGjaJTp07079+fxo0b88QTTzBmzBj++usvOnXqhNForNDnUJYyO8OzcHNzIyQkhIyMDFatWoWbmxvx8fHUrVuX4OBg/vjjD1xdXR3iO1FSeR3hOWRkZDB9+nTOnz8PXMs8Vq1aNaKiopg/f7752C5dutCgQQN2797NxYsX6dSpU4XrgpLgNMr58uXL3HvvveTm5vLWW2+RkpLCyJEjWbFiBSEhIdSpU4dly5aZy5QpisLQoUM5evSoOd2aoigV9jCcTV49tNoyatQolixZAoCbmxtCCNzc3PDw8ODUqVN4eHgUSRJfmX3vyPLai7V2LV26lNq1azN79mwefPBBPD09SUxMZMaMGfz000/Ex8fz33//AaCqaoW2yxlltgetdj300EOsXbuW0aNHExkZybPPPsuwYcNo0qQJnTp1YuzYsaxfv97iOpX5nXBkefVYsmQJ0dHRvPzyy3z55ZcW+5o0aUL9+vXZuXMnJ0+eNG/v3bs3W7duxc/PD3Ccd6sulTpvLwY7d+4UrVq1EtnZ2eZtDz/8sOjXr5+IjY0VMTExokWLFuL++++3OC8qKsocx1aROJu8elhry8CBA82yFpjD1q9fL0JCQio1FtPZ5LUXvXb99ddfQgiTo8s999xjcd7NN98sfv311wqVtQBnlNke9L7fhw8fFkKYTKyzZ88WMTExQgghpk6dKh599FEhhKhwj2Znk9caRqNRTJ06VXz22Wdi0aJFwsvLyyx/gWl79erVok+fPuLll182n3fs2DHRpk0bC89tR8dpZs5+fn6cO3eOpKQk87bHHnsMgLlz5xIVFcW4ceOIiYlh1KhRrFixgk6dOlG3bl2aNGki5S0F1toihGDZsmWAaTYK4OrqSlhYmMWxFY2zyWsveu1atWoVALVq1UJVVebOncvhw4fp1KkTvr6+3HTTTVLmMsRauxRFMZtUb7/9dh555BGioqI4duwYv/zyC926dQMwm4alvMVDURRzkYqBAwfSunVrJk6ciBDCbNru1asXffv2ZeXKlYwZM4a1a9cyfPhwoqKizJZKZ8Axevwqwka9z1tvvZUFCxaY/77lllto2bIl+/btIyEhgQcffJAffvgBd3d3PvjgAzp16sSyZcvw8fGR8tqgJG1p3rw5hw8f5syZM+btDRs25Pjx42blV144m7z2UtJ27d+/n9TUVB544AFuvvlmZs2aRf/+/enYsSNbtmwp15eSM8psDyVpV4sWLcyfMSEE58+fZ+jQodx8883cfffdDB48WMprB3ptqVWrFrVr1wZg9uzZLF68mI0bNwLXKkY9/PDDfPHFF+Tn5zNx4kTuvPNO5syZ43BVsXSp+Ml6ycjNzRXPPvusGDJkiLlqiBBCxMTEiOrVq4sLFy4UOb4ycTZ59bC3LQWmr8uXL1eKnAU4m7z2oteuoKAgi89UQkJCEe/oysAZZbYHez9j2dnZ4ttvv62Ual6FcTZ5rVE47rjA0/rhhx8WrVu3tkicUtgMf33iFGfBIWbO69at47HHHuOrr77i4MGDgGnkJK561IHJDDl48GAyMzMtnABCQkKIiIggLS3N4prlORNyNnn1KMu2FJi+vLy8pLzFpLTtioyMJC0tzTzjqFWrFt7e3lLmElAWn7HU1FTA5P0/cuRIatSoIeW1A1ttKTzzLWjb559/zvHjx1m+fDmLFy/mqaeeMrcHwN3dvULbUGZU7FjgGkajUeTn54vXX39dVK9eXYwfP17cdtttonXr1mL79u0Wx546dUo8/vjjwmAwiAULFojo6GgxePBgsWHDBtG5c2fRr1+/cs9M42zy6uFsbXE2ee3FGdvljDLbg7O1y9nk1aM4bSmorVzYsU0IIV555RWhKIrw9PQUM2bMqEjxy41KNWtnZ2eL22+/XWzZskUIYSrL9fzzz4vIyEizmXfcuHHCzc1NPPnkk0II04PcvXu3eOihh0SHDh0qtHSas8mrh7O1xdnktRdnbJczymwPztYuZ5NXj+K0pUDm/Px8YTQaxahRo4SiKGLixImVJH35UKnKOSYmRrRu3Vr8/vvv5m1ZWVmibt26YsKECSInJ0d88MEH5rSWQliuJWhVsZHy2oeztcXZ5LUXZ2yXM8psD87WLmeTV4+StKVg/XnWrFkWaUWrChWmnP/880/x8ccfi1WrVon09HQhhMlJISQkRHz//fdCiGvVmObOnSt8fX0tFvILRklS3uLjbG1xNnntxRnb5Ywy24OztcvZ5NWjrNriKO0pL8pdOaelpYmhQ4eKoKAg8eSTT4oaNWqIZ5991px0fPz48aJBgwYW5yQnJ4u2bduK+fPnCyEqtjKIs8mrh7O1xdnktRdnbJczymwPztYuZ5NXj6rUloqgXL21c3Nzee211zAajZw/f57PP/+cOXPmsGvXLhISEgAYN24cmZmZTJo0qci5oaGhABUWm+Zs8urhbG1xNnntxRnb5Ywy24OztcvZ5NWjKrWlonAtz4u7u7vTsWNHqlevjru7O0ajkT59+vDMM8+Qnp4OgK+vLzNnzuTRRx/F1dWVxx57jE2bNuHi4kJ4eHh5iuf08urhbG1xNnntxRnb5Ywy24OztcvZ5NWjKrWlwijLafiePXvE2LFjxUcffST++ecfIURRM0R8fLyIiooSsbGxwmAwmPd/8cUXolevXiIqKkqEhYUVKY5dHjibvHo4W1ucTV57ccZ2OaPM9uBs7XI2efWoSm2pLEqtnAs6dObMmcLPz0+8+OKLolu3bqJ169bihx9+EEKYPAQLsrls2LBB3HTTTSIlJUXzOgcOHCitSFVKXj2crS3OJq+9OGO7nFFme3C2djmbvHpUpbY4AmU2c+7bt6+YNWuWEEKIpKQk8cknnwhvb29zIfUC77v//e9/YsiQIebzlixZIhISEspKjCorrx7O1hZnk9denLFdziizPThbu5xNXj2qUlsqkxI7hF24cIHc3FwAzp8/z4ULFwgMDASgevXqPPPMM9x88808++yzgKn6D8CpU6d48sknzYntv/rqqwqpeOJs8urhbG1xNnntxRnb5Ywy24OztcvZ5NWjKrXFoSiuNo+NjRXdu3cXnTt3Fl26dDHXXL3lllvE+PHjhRDXEpL/9ddfwsXFxewqf+zYMREcHCxq1KghQkJCzKaO8sTZ5NXD2dribPLaizO2yxlltgdna5ezyatHVWqLI1Is5TxnzhwRGRkpxo0bJ86fPy9GjBghevbsKY4fPy4WLlwofHx8LNYPcnNzRa9evcQ777wjhBDi5MmTwtfXV0yZMqVMG1FV5NXD2dribPLaizO2yxlltgdna5ezyatHVWqLo1Is5fz666+LL7/80vx3SkqKqFOnjti2bZsQQoioqCjx4IMPWnjl3XHHHRajooosz+ds8urhbG1xNnntxRnb5Ywy24OztcvZ5NWjKrXFUSlWnPNjjz1mLr+VnZ2Nv78/fn5+5hJ8P/zwA507d2b8+PE8/PDDJCYmkpKSQoMGDczXqMjyfM4mrx7O1hZnk9denLFdziizPThbu5xNXj2qUlsclpJo9ILR0NGjR0WjRo1Eenq6eW1hwYIFYsCAAaJNmzYiODhYfP3112U3lCghziavHs7WFmeT116csV3OKLM9OFu7nE1ePapSWxyNUoVSzZkzR9x1112a+w4ePFiaS5cLziavHs7WFmeT116csV3OKLM9OFu7nE1ePapSWxyFEvmtGwwGALZt20aPHj0A+Oqrr7jzzjv5559/AGjRokUZze1Lj7PJq4eztcXZ5LUXZ2yXM8psD87WLmeTV4+q1BZHo0S5tV1cXMjLy+PcuXNERkbSsWNHzp07x5dffsnNN99c1jKWGmeTVw9na4uzyWsvztguZ5TZHpytXc4mrx5VqS0OR0mn3AcPHhSKoojatWuLadOmleVsvlxwNnn1cLa2OJu89uKM7XJGme3B2drlbPLqUZXa4kiUWDnn5OSI6dOni+zs7LKUp9xwNnn1cLa2OJu89uKM7XJGme3B2drlbPLqUZXa4kgoQghR2bN3iUQikUgk15CJTCUSiUQicTCkcpZIJBKJxMGQylkikUgkEgdDKmeJRCKRSBwMqZwlEolEInEwpHKWSCQSicTBkMpZIpFIJBIHQypniURiwbJly6hbt25liyGR3NBI5SyRSErEqVOnUBSF1NTUyhZFIqlySOUskUgkEomDIZWzRHKDExcXx1133YWfnx8333wzhw8fNu/78MMPadSoEb6+vjRo0IDPP//cvO+WW24BIDw8HB8fH+bNmwfAnj176Nq1K0FBQTRs2JCvv/66YhskkVQBSlQyUiKRVB2GDRtGvXr1SEhI4MyZM/Ts2dO8r06dOmzevJnw8HC2bt1Kr169aN26Nbfffju7du2iXr16xMXFERAQAEBCQgI9evTgyy+/ZMCAAfz777/cdddd1K9fn+7du1dSCyUS50POnCWSG5izZ8+yfft2pk2bhpeXF02bNmXs2LHm/QMGDCAiIgJFUejatSt33303W7dutXq9H3/8kU6dOvHAAw/g4uJCy5YtGTVqFPPnz6+A1kgkVQc5c5ZIbmDi4+OpVq0aNWvWNG+rU6eO+fd58+Yxffp0Tp48iRCCK1euUK9ePavXO3XqFGvWrDHPpAEMBgMdO3YsF/klkqqKVM4SyQ1MaGgo2dnZXLx40aygz5w5Y/73oYceYu3atXTp0gVXV1f69u1LQZVZVS1qeIuIiKBfv3789NNPFdcIiaQKIs3aEskNTEREBLfffjvjxo0jKyuLo0ePMmvWLAAyMzMRQlCzZk1UVWXNmjWsX7/efG5wcDCqqvLff/+Zt40YMYLNmzezZMkS8vLyyMvLIyYmht27d1d42yQSZ0YqZ4nkBmf+/PmcPXuWmjVrMmzYMB5++GEAmjdvzmuvvUa3bt2oXr06Cxcu5L777jOf5+npycSJE+nZsycBAQHMnz+fsLAw1q1bx6xZs6hduza1atXiySefJD09vbKaJ5E4JYoosFFJJBKJRCJxCOTMWSKRSCQSB0MqZ4lEIpFIHAypnCUSiUQicTCkcpZIJBKJxMGQylkikUgkEgdDKmeJRCKRSBwMqZwlEolEInEwpHKWSCQSicTBkMpZIpFIJBIHQypniUQikUgcjP8HAxfC1sbWG18AAAAASUVORK5CYII=", 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" ] @@ -658,13 +706,6 @@ "source": [ "plot_timeseries(\"ndvi-results/timeseries-smoothed.csv\")" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { @@ -683,7 +724,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.4" + "version": "3.10.14" } }, "nbformat": 4,