|
82 | 82 | " <td>Feature</td>\n", |
83 | 83 | " <td>1.0.0</td>\n", |
84 | 84 | " <td>[https://stac-extensions.github.io/projection/...</td>\n", |
85 | | - " <td>05L-2017</td>\n", |
| 85 | + " <td>12Q-2017</td>\n", |
86 | 86 | " <td>...</td>\n", |
87 | 87 | " <td>2018-01-01 00:00:00+00:00</td>\n", |
88 | | - " <td>[10.0, 0.0, 169260.0, 0.0, -10.0, 9115700.0]</td>\n", |
| 88 | + " <td>[10.0, 0.0, 178910.0, 0.0, -10.0, 2657470.0]</td>\n", |
89 | 89 | " <td>2017-01-01 00:00:00+00:00</td>\n", |
90 | | - " <td>05L</td>\n", |
| 90 | + " <td>12Q</td>\n", |
91 | 91 | " </tr>\n", |
92 | 92 | " <tr>\n", |
93 | 93 | " <th>1</th>\n", |
94 | 94 | " <td>Feature</td>\n", |
95 | 95 | " <td>1.0.0</td>\n", |
96 | 96 | " <td>[https://stac-extensions.github.io/projection/...</td>\n", |
97 | | - " <td>05M-2017</td>\n", |
| 97 | + " <td>15R-2017</td>\n", |
98 | 98 | " <td>...</td>\n", |
99 | 99 | " <td>2018-01-01 00:00:00+00:00</td>\n", |
100 | | - " <td>[10.0, 0.0, 166024.76778650173, 0.0, -10.0, 99...</td>\n", |
| 100 | + " <td>[10.0, 0.0, 194773.70566898846, 0.0, -10.0, 35...</td>\n", |
101 | 101 | " <td>2017-01-01 00:00:00+00:00</td>\n", |
102 | | - " <td>05M</td>\n", |
| 102 | + " <td>15R</td>\n", |
103 | 103 | " </tr>\n", |
104 | 104 | " <tr>\n", |
105 | 105 | " <th>2</th>\n", |
106 | 106 | " <td>Feature</td>\n", |
107 | 107 | " <td>1.0.0</td>\n", |
108 | 108 | " <td>[https://stac-extensions.github.io/projection/...</td>\n", |
109 | | - " <td>05Q-2017</td>\n", |
| 109 | + " <td>16M-2017</td>\n", |
110 | 110 | " <td>...</td>\n", |
111 | 111 | " <td>2018-01-01 00:00:00+00:00</td>\n", |
112 | | - " <td>[10.0, 0.0, 178900.28857004497, 0.0, -10.0, 26...</td>\n", |
| 112 | + " <td>[10.0, 0.0, 166023.6435927535, 0.0, -10.0, 999...</td>\n", |
113 | 113 | " <td>2017-01-01 00:00:00+00:00</td>\n", |
114 | | - " <td>05Q</td>\n", |
| 114 | + " <td>16M</td>\n", |
115 | 115 | " </tr>\n", |
116 | 116 | " <tr>\n", |
117 | 117 | " <th>3</th>\n", |
118 | 118 | " <td>Feature</td>\n", |
119 | 119 | " <td>1.0.0</td>\n", |
120 | 120 | " <td>[https://stac-extensions.github.io/projection/...</td>\n", |
121 | | - " <td>12Q-2017</td>\n", |
| 121 | + " <td>20L-2022</td>\n", |
122 | 122 | " <td>...</td>\n", |
123 | | - " <td>2018-01-01 00:00:00+00:00</td>\n", |
124 | | - " <td>[10.0, 0.0, 178910.0, 0.0, -10.0, 2657470.0]</td>\n", |
125 | | - " <td>2017-01-01 00:00:00+00:00</td>\n", |
126 | | - " <td>12Q</td>\n", |
| 123 | + " <td>2023-01-01 00:00:00+00:00</td>\n", |
| 124 | + " <td>[10.0, 0.0, 169256.89710350422, 0.0, -10.0, 91...</td>\n", |
| 125 | + " <td>2022-01-01 00:00:00+00:00</td>\n", |
| 126 | + " <td>20L</td>\n", |
127 | 127 | " </tr>\n", |
128 | 128 | " <tr>\n", |
129 | 129 | " <th>4</th>\n", |
130 | 130 | " <td>Feature</td>\n", |
131 | 131 | " <td>1.0.0</td>\n", |
132 | 132 | " <td>[https://stac-extensions.github.io/projection/...</td>\n", |
133 | | - " <td>16M-2017</td>\n", |
| 133 | + " <td>20M-2019</td>\n", |
134 | 134 | " <td>...</td>\n", |
135 | | - " <td>2018-01-01 00:00:00+00:00</td>\n", |
136 | | - " <td>[10.0, 0.0, 166023.6435927535, 0.0, -10.0, 999...</td>\n", |
137 | | - " <td>2017-01-01 00:00:00+00:00</td>\n", |
138 | | - " <td>16M</td>\n", |
| 135 | + " <td>2020-01-01 00:00:00+00:00</td>\n", |
| 136 | + " <td>[10.0, 0.0, 166023.6435927521, 0.0, -10.0, 999...</td>\n", |
| 137 | + " <td>2019-01-01 00:00:00+00:00</td>\n", |
| 138 | + " <td>20M</td>\n", |
139 | 139 | " </tr>\n", |
140 | 140 | " </tbody>\n", |
141 | 141 | "</table>\n", |
|
151 | 151 | "4 Feature 1.0.0 [https://stac-extensions.github.io/projection/... \n", |
152 | 152 | "\n", |
153 | 153 | " id ... end_datetime \\\n", |
154 | | - "0 05L-2017 ... 2018-01-01 00:00:00+00:00 \n", |
155 | | - "1 05M-2017 ... 2018-01-01 00:00:00+00:00 \n", |
156 | | - "2 05Q-2017 ... 2018-01-01 00:00:00+00:00 \n", |
157 | | - "3 12Q-2017 ... 2018-01-01 00:00:00+00:00 \n", |
158 | | - "4 16M-2017 ... 2018-01-01 00:00:00+00:00 \n", |
| 154 | + "0 12Q-2017 ... 2018-01-01 00:00:00+00:00 \n", |
| 155 | + "1 15R-2017 ... 2018-01-01 00:00:00+00:00 \n", |
| 156 | + "2 16M-2017 ... 2018-01-01 00:00:00+00:00 \n", |
| 157 | + "3 20L-2022 ... 2023-01-01 00:00:00+00:00 \n", |
| 158 | + "4 20M-2019 ... 2020-01-01 00:00:00+00:00 \n", |
159 | 159 | "\n", |
160 | 160 | " proj:transform \\\n", |
161 | | - "0 [10.0, 0.0, 169260.0, 0.0, -10.0, 9115700.0] \n", |
162 | | - "1 [10.0, 0.0, 166024.76778650173, 0.0, -10.0, 99... \n", |
163 | | - "2 [10.0, 0.0, 178900.28857004497, 0.0, -10.0, 26... \n", |
164 | | - "3 [10.0, 0.0, 178910.0, 0.0, -10.0, 2657470.0] \n", |
165 | | - "4 [10.0, 0.0, 166023.6435927535, 0.0, -10.0, 999... \n", |
| 161 | + "0 [10.0, 0.0, 178910.0, 0.0, -10.0, 2657470.0] \n", |
| 162 | + "1 [10.0, 0.0, 194773.70566898846, 0.0, -10.0, 35... \n", |
| 163 | + "2 [10.0, 0.0, 166023.6435927535, 0.0, -10.0, 999... \n", |
| 164 | + "3 [10.0, 0.0, 169256.89710350422, 0.0, -10.0, 91... \n", |
| 165 | + "4 [10.0, 0.0, 166023.6435927521, 0.0, -10.0, 999... \n", |
166 | 166 | "\n", |
167 | 167 | " start_datetime io:supercell_id \n", |
168 | | - "0 2017-01-01 00:00:00+00:00 05L \n", |
169 | | - "1 2017-01-01 00:00:00+00:00 05M \n", |
170 | | - "2 2017-01-01 00:00:00+00:00 05Q \n", |
171 | | - "3 2017-01-01 00:00:00+00:00 12Q \n", |
172 | | - "4 2017-01-01 00:00:00+00:00 16M \n", |
| 168 | + "0 2017-01-01 00:00:00+00:00 12Q \n", |
| 169 | + "1 2017-01-01 00:00:00+00:00 15R \n", |
| 170 | + "2 2017-01-01 00:00:00+00:00 16M \n", |
| 171 | + "3 2022-01-01 00:00:00+00:00 20L \n", |
| 172 | + "4 2019-01-01 00:00:00+00:00 20M \n", |
173 | 173 | "\n", |
174 | 174 | "[5 rows x 18 columns]" |
175 | 175 | ] |
|
211 | 211 | { |
212 | 212 | "data": { |
213 | 213 | "text/plain": [ |
214 | | - "32616 50\n", |
215 | | - "32719 50\n", |
216 | | - "32638 50\n", |
217 | | - "32649 50\n", |
218 | | - "32615 50\n", |
| 214 | + "proj:epsg\n", |
| 215 | + "32616 60\n", |
| 216 | + "32638 60\n", |
| 217 | + "32650 60\n", |
| 218 | + "32648 60\n", |
| 219 | + "32617 60\n", |
219 | 220 | " ..\n", |
220 | | - "32726 9\n", |
221 | | - "32710 9\n", |
222 | | - "32708 8\n", |
223 | | - "32727 5\n", |
224 | | - "32711 5\n", |
225 | | - "Name: proj:epsg, Length: 120, dtype: int64" |
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| 225 | + "32727 6\n", |
| 226 | + "Name: count, Length: 120, dtype: int64" |
226 | 227 | ] |
227 | 228 | }, |
228 | 229 | "execution_count": 3, |
|
264 | 265 | "<img src=\"https://ai4edatasetspublicassets.blob.core.windows.net/assets/notebook-output/quickstarts-stac-geoparquet.ipynb/5.png\"/>" |
265 | 266 | ], |
266 | 267 | "text/plain": [ |
267 | | - "<Figure size 288x1440 with 1 Axes>" |
| 268 | + "<Figure size 400x2000 with 1 Axes>" |
268 | 269 | ] |
269 | 270 | }, |
270 | 271 | "metadata": {}, |
|
275 | 276 | "import contextily\n", |
276 | 277 | "\n", |
277 | 278 | "ax = subset.plot(figsize=(4, 20), color=\"none\", edgecolor=\"yellow\")\n", |
278 | | - "contextily.add_basemap(ax, crs=df.crs.to_string())\n", |
| 279 | + "contextily.add_basemap(\n", |
| 280 | + " ax, crs=df.crs.to_string(), source=contextily.providers.Esri.NatGeoWorldMap\n", |
| 281 | + ")\n", |
279 | 282 | "\n", |
280 | 283 | "ax.set_axis_off()" |
281 | 284 | ] |
|
341 | 344 | { |
342 | 345 | "data": { |
343 | 346 | "text/plain": [ |
344 | | - "['items/sentinel-2-l2a.parquet/part-0000_2015-06-29T10:25:31+00:00_2015-07-06T10:25:31+00:00.parquet',\n", |
345 | | - " 'items/sentinel-2-l2a.parquet/part-0001_2015-07-06T10:25:31+00:00_2015-07-13T10:25:31+00:00.parquet',\n", |
346 | | - " 'items/sentinel-2-l2a.parquet/part-0002_2015-07-13T10:25:31+00:00_2015-07-20T10:25:31+00:00.parquet',\n", |
347 | | - " 'items/sentinel-2-l2a.parquet/part-0003_2015-07-20T10:25:31+00:00_2015-07-27T10:25:31+00:00.parquet',\n", |
348 | | - " 'items/sentinel-2-l2a.parquet/part-0004_2015-07-27T10:25:31+00:00_2015-08-03T10:25:31+00:00.parquet']" |
| 347 | + "['items/sentinel-2-l2a.parquet/part-0001_2015-06-29T10:25:31+00:00_2015-07-06T10:25:31+00:00.parquet',\n", |
| 348 | + " 'items/sentinel-2-l2a.parquet/part-0002_2015-07-06T10:25:31+00:00_2015-07-13T10:25:31+00:00.parquet',\n", |
| 349 | + " 'items/sentinel-2-l2a.parquet/part-0003_2015-07-13T10:25:31+00:00_2015-07-20T10:25:31+00:00.parquet',\n", |
| 350 | + " 'items/sentinel-2-l2a.parquet/part-0004_2015-07-20T10:25:31+00:00_2015-07-27T10:25:31+00:00.parquet',\n", |
| 351 | + " 'items/sentinel-2-l2a.parquet/part-0005_2015-07-27T10:25:31+00:00_2015-08-03T10:25:31+00:00.parquet']" |
349 | 352 | ] |
350 | 353 | }, |
351 | 354 | "execution_count": 7, |
|
796 | 799 | { |
797 | 800 | "data": { |
798 | 801 | "text/plain": [ |
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800 | | - "1 {'data': {'file:size': 53622304, 'file:values'...\n", |
801 | | - "2 {'data': {'file:size': 55015984, 'file:values'...\n", |
802 | | - "3 {'data': {'file:size': 53208880, 'file:values'...\n", |
803 | | - "4 {'data': {'file:size': 53981476, 'file:values'...\n", |
| 802 | + "0 {'data': {'file:size': 53208880, 'file:values'...\n", |
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804 | 807 | "Name: assets, dtype: object" |
805 | 808 | ] |
806 | 809 | }, |
|
862 | 865 | " <tbody>\n", |
863 | 866 | " <tr>\n", |
864 | 867 | " <th>0</th>\n", |
865 | | - " <td>53437205</td>\n", |
| 868 | + " <td>53208880</td>\n", |
866 | 869 | " <td>[{'summary': 'No Data', 'values': [0]}, {'summ...</td>\n", |
867 | 870 | " <td>https://ai4edataeuwest.blob.core.windows.net/i...</td>\n", |
868 | 871 | " <td>[{'nodata': 0, 'spatial_resolution': 10}]</td>\n", |
|
874 | 877 | " </tr>\n", |
875 | 878 | " <tr>\n", |
876 | 879 | " <th>1</th>\n", |
877 | | - " <td>53622304</td>\n", |
| 880 | + " <td>114187155</td>\n", |
878 | 881 | " <td>[{'summary': 'No Data', 'values': [0]}, {'summ...</td>\n", |
879 | 882 | " <td>https://ai4edataeuwest.blob.core.windows.net/i...</td>\n", |
880 | 883 | " <td>[{'nodata': 0, 'spatial_resolution': 10}]</td>\n", |
|
886 | 889 | " </tr>\n", |
887 | 890 | " <tr>\n", |
888 | 891 | " <th>2</th>\n", |
889 | | - " <td>55015984</td>\n", |
| 892 | + " <td>53981476</td>\n", |
890 | 893 | " <td>[{'summary': 'No Data', 'values': [0]}, {'summ...</td>\n", |
891 | 894 | " <td>https://ai4edataeuwest.blob.core.windows.net/i...</td>\n", |
892 | 895 | " <td>[{'nodata': 0, 'spatial_resolution': 10}]</td>\n", |
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898 | 901 | " </tr>\n", |
899 | 902 | " <tr>\n", |
900 | 903 | " <th>3</th>\n", |
901 | | - " <td>53208880</td>\n", |
| 904 | + " <td>165601021</td>\n", |
902 | 905 | " <td>[{'summary': 'No Data', 'values': [0]}, {'summ...</td>\n", |
903 | 906 | " <td>https://ai4edataeuwest.blob.core.windows.net/i...</td>\n", |
904 | 907 | " <td>[{'nodata': 0, 'spatial_resolution': 10}]</td>\n", |
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910 | 913 | " </tr>\n", |
911 | 914 | " <tr>\n", |
912 | 915 | " <th>4</th>\n", |
913 | | - " <td>53981476</td>\n", |
| 916 | + " <td>97175834</td>\n", |
914 | 917 | " <td>[{'summary': 'No Data', 'values': [0]}, {'summ...</td>\n", |
915 | 918 | " <td>https://ai4edataeuwest.blob.core.windows.net/i...</td>\n", |
916 | 919 | " <td>[{'nodata': 0, 'spatial_resolution': 10}]</td>\n", |
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927 | 930 | ], |
928 | 931 | "text/plain": [ |
929 | 932 | " data.file:size data.file:values \\\n", |
930 | | - "0 53437205 [{'summary': 'No Data', 'values': [0]}, {'summ... \n", |
931 | | - "1 53622304 [{'summary': 'No Data', 'values': [0]}, {'summ... \n", |
932 | | - "2 55015984 [{'summary': 'No Data', 'values': [0]}, {'summ... \n", |
933 | | - "3 53208880 [{'summary': 'No Data', 'values': [0]}, {'summ... \n", |
934 | | - "4 53981476 [{'summary': 'No Data', 'values': [0]}, {'summ... \n", |
| 933 | + "0 53208880 [{'summary': 'No Data', 'values': [0]}, {'summ... \n", |
| 934 | + "1 114187155 [{'summary': 'No Data', 'values': [0]}, {'summ... \n", |
| 935 | + "2 53981476 [{'summary': 'No Data', 'values': [0]}, {'summ... \n", |
| 936 | + "3 165601021 [{'summary': 'No Data', 'values': [0]}, {'summ... \n", |
| 937 | + "4 97175834 [{'summary': 'No Data', 'values': [0]}, {'summ... \n", |
935 | 938 | "\n", |
936 | 939 | " data.href \\\n", |
937 | 940 | "0 https://ai4edataeuwest.blob.core.windows.net/i... \n", |
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1014 | 1017 | "cell_type": "code", |
1015 | 1018 | "execution_count": 15, |
1016 | 1019 | "id": "ca1df1b1-aa63-4c0f-ae97-b6fc890ff642", |
1017 | | - "metadata": {}, |
| 1020 | + "metadata": { |
| 1021 | + "tags": [] |
| 1022 | + }, |
1018 | 1023 | "outputs": [ |
1019 | 1024 | { |
1020 | 1025 | "data": { |
|
1098 | 1103 | "name": "python", |
1099 | 1104 | "nbconvert_exporter": "python", |
1100 | 1105 | "pygments_lexer": "ipython3", |
1101 | | - "version": "3.8.13" |
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1102 | 1107 | }, |
1103 | 1108 | "widgets": { |
1104 | 1109 | "application/vnd.jupyter.widget-state+json": { |
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