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Commit 99e116a6 authored by Eric Duminil's avatar Eric Duminil
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wuerzburg_klimabaeume_bodenfeuchte. Renaming.

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python_scripts/parse_wurzburg_open_data/Parse parquet.ipynb
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python_scripts/parse_wurzburg_open_data/output/wuerzburg_klimabaeume_bodenfeuchte.html 0 → 100644
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var popup_5ac0557026d2d3343160cd0727983973 = L.popup({"maxWidth": "100%"});
var html_bde6055392ed57452e988bf7a6825510 = $(`<div id="html_bde6055392ed57452e988bf7a6825510" style="width: 100.0%; height: 100.0%;">Tree #23631, Tilia Cordata Greenspire (Stadt-Linde).<br/>49.79344°N 9.94073°E, in Boden Ringpark<br/>From 2022-12-22 08:15:42 to 2024-07-23 08:40:11 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>12360.000000</td> <td>12360.000000</td> <td>12360.000000</td> <td>12360.000000</td> <td>12360.000000</td> <td>12360.000000</td> <td>12360.000000</td> <td>12360.000000</td> <td>12360.000000</td> <td>12360.000000</td> <td>12360.000000</td> </tr> <tr> <th>mean</th> <td>44.210761</td> <td>42.096036</td> <td>30.950142</td> <td>30.600804</td> <td>24.862290</td> <td>28.055550</td> <td>173.685624</td> <td>150.581371</td> <td>12.941837</td> <td>13.323443</td> <td>52.148382</td> </tr> <tr> <th>std</th> <td>4.324618</td> <td>11.310458</td> <td>5.455694</td> <td>14.143309</td> <td>4.937308</td> <td>4.292865</td> <td>58.932814</td> <td>65.798706</td> <td>6.640281</td> <td>5.717675</td> <td>8.162015</td> </tr> <tr> <th>min</th> <td>36.000000</td> <td>27.000000</td> <td>21.760000</td> <td>14.930000</td> <td>0.000000</td> <td>21.200000</td> <td>88.000000</td> <td>58.823529</td> <td>1.170000</td> <td>3.640000</td> <td>33.000000</td> </tr> <tr> <th>25%</th> <td>40.000000</td> <td>30.000000</td> <td>25.960000</td> <td>17.310000</td> <td>21.400000</td> <td>23.675000</td> <td>117.647059</td> <td>76.470588</td> <td>7.317500</td> <td>8.300000</td> <td>46.000000</td> </tr> <tr> <th>50%</th> <td>46.000000</td> <td>41.000000</td> <td>32.395000</td> <td>26.345000</td> <td>24.900000</td> <td>28.200000</td> <td>170.588235</td> <td>147.058824</td> <td>12.060000</td> <td>12.510000</td> <td>54.000000</td> </tr> <tr> <th>75%</th> <td>48.000000</td> <td>51.000000</td> <td>35.240000</td> <td>40.882500</td> <td>28.500000</td> <td>32.000000</td> <td>230.000000</td> <td>190.000000</td> <td>19.000000</td> <td>19.120000</td> <td>60.000000</td> </tr> <tr> <th>max</th> <td>59.000000</td> <td>65.000000</td> <td>54.010000</td> <td>61.160000</td> <td>39.100000</td> <td>41.900000</td> <td>360.000000</td> <td>282.352941</td> <td>26.480000</td> <td>23.790000</td> <td>62.000000</td> </tr> </tbody> </table></div>`)[0];
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Tilia Cordata Greenspire (Stadt-Linde)
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Tilia Vulgaris Pallida (Kaiserlinde Pallida)
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Tilia Vulgaris Pallida (Kaiserlinde Pallida)
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Ulmus New Horizon (Ulme New Horizon)
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Fraxinus Ornus (Blumen-Esche)
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Tilia Cordata Greenspire (Stadt-Linde)
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Ulmus Rebona (Ulme Rebona)
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Ulmus New Horizon (Ulme New Horizon)
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Acer Platanoides (Spitz-Ahorn)
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Tilia Tomentosa Brabant (Silberlinde Brabant)
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var html_02852bf9da776d96e5d063e8c4fde4ad = $(`<div id="html_02852bf9da776d96e5d063e8c4fde4ad" style="width: 100.0%; height: 100.0%;">Tree #65851, Fraxinus Angustifolia Raywood (Esche Raywood).<br/>49.7912°N 9.92724°E, in VulkaTree<br/>From 2022-12-22 08:56:36 to 2024-07-23 08:37:02 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>11233.000000</td> <td>11233.000000</td> <td>11233.000000</td> <td>11233.000000</td> <td>11233.000000</td> <td>11233.000000</td> <td>11233.000000</td> <td>11233.000000</td> <td>11233.000000</td> <td>11233.000000</td> <td>11233.000000</td> </tr> <tr> <th>mean</th> <td>57.754117</td> <td>39.152942</td> <td>50.860986</td> <td>25.121323</td> <td>25.424375</td> <td>3.210870</td> <td>200.851438</td> <td>119.512787</td> <td>13.972728</td> <td>13.750553</td> <td>52.314876</td> </tr> <tr> <th>std</th> <td>6.149845</td> <td>4.798256</td> <td>8.318969</td> <td>4.707542</td> <td>11.345532</td> <td>7.961097</td> <td>47.961933</td> <td>26.726191</td> <td>7.217676</td> <td>5.017971</td> <td>9.258501</td> </tr> <tr> <th>min</th> <td>49.000000</td> <td>27.000000</td> <td>37.310000</td> <td>14.850000</td> <td>0.000000</td> <td>0.000000</td> <td>110.810811</td> <td>65.217391</td> <td>1.470000</td> <td>6.430000</td> <td>30.000000</td> </tr> <tr> <th>25%</th> <td>52.000000</td> <td>37.000000</td> <td>43.110000</td> <td>22.110000</td> <td>20.400000</td> <td>0.000000</td> <td>169.565217</td> <td>95.652174</td> <td>8.020000</td> <td>9.310000</td> <td>46.000000</td> </tr> <tr> <th>50%</th> <td>58.000000</td> <td>39.000000</td> <td>52.480000</td> <td>24.640000</td> <td>27.900000</td> <td>0.000000</td> <td>208.695652</td> <td>130.434783</td> <td>12.490000</td> <td>12.660000</td> <td>55.000000</td> </tr> <tr> <th>75%</th> <td>62.000000</td> <td>43.000000</td> <td>57.490000</td> <td>28.900000</td> <td>34.000000</td> <td>0.000000</td> <td>235.000000</td> <td>140.000000</td> <td>20.580000</td> <td>18.580000</td> <td>61.000000</td> </tr> <tr> <th>max</th> <td>99.000000</td> <td>56.000000</td> <td>81.180000</td> <td>49.470000</td> <td>58.000000</td> <td>117.900000</td> <td>378.260870</td> <td>191.304348</td> <td>30.200000</td> <td>23.270000</td> <td>64.000000</td> </tr> </tbody> </table></div>`)[0];
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Fraxinus Angustifolia Raywood (Esche Raywood)
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var html_90ade59c1622fa2511dfb326d47a546f = $(`<div id="html_90ade59c1622fa2511dfb326d47a546f" style="width: 100.0%; height: 100.0%;">Tree #7023.2, Unbekannt (Unbekannt).<br/>49.79166°N 9.93557°E, in VulkaTree<br/>From 2022-12-22 08:39:01 to 2024-07-23 09:15:10 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>9935.000000</td> <td>9935.000000</td> <td>9935.000000</td> <td>9935.000000</td> <td>9935.000000</td> <td>9935.000000</td> <td>9935.000000</td> <td>9935.000000</td> <td>9935.000000</td> <td>9935.000000</td> <td>9935.000000</td> </tr> <tr> <th>mean</th> <td>39.843583</td> <td>44.315249</td> <td>25.876428</td> <td>30.688230</td> <td>18.659114</td> <td>22.121228</td> <td>125.524475</td> <td>144.658612</td> <td>12.961707</td> <td>13.607656</td> <td>53.653045</td> </tr> <tr> <th>std</th> <td>4.821297</td> <td>2.646638</td> <td>5.058166</td> <td>3.352972</td> <td>11.036467</td> <td>7.493364</td> <td>24.546940</td> <td>20.191452</td> <td>6.729481</td> <td>5.699427</td> <td>7.979142</td> </tr> <tr> <th>min</th> <td>28.000000</td> <td>40.000000</td> <td>15.400000</td> <td>25.530000</td> <td>0.000000</td> <td>0.000000</td> <td>64.864865</td> <td>91.891892</td> <td>1.680000</td> <td>5.650000</td> <td>33.000000</td> </tr> <tr> <th>25%</th> <td>36.000000</td> <td>43.000000</td> <td>21.500000</td> <td>28.730000</td> <td>19.200000</td> <td>20.900000</td> <td>117.391304</td> <td>139.130435</td> <td>7.370000</td> <td>8.800000</td> <td>48.000000</td> </tr> <tr> <th>50%</th> <td>40.000000</td> <td>44.000000</td> <td>25.600000</td> <td>30.380000</td> <td>21.600000</td> <td>23.700000</td> <td>134.782609</td> <td>143.478261</td> <td>11.100000</td> <td>12.120000</td> <td>56.000000</td> </tr> <tr> <th>75%</th> <td>44.000000</td> <td>45.000000</td> <td>29.920000</td> <td>31.530000</td> <td>27.100000</td> <td>26.600000</td> <td>140.000000</td> <td>155.000000</td> <td>19.670000</td> <td>19.450000</td> <td>61.000000</td> </tr> <tr> <th>max</th> <td>115.000000</td> <td>116.000000</td> <td>87.060000</td> <td>87.240000</td> <td>68.300000</td> <td>80.600000</td> <td>447.826087</td> <td>452.173913</td> <td>25.940000</td> <td>23.890000</td> <td>63.000000</td> </tr> </tbody> </table></div>`)[0];
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Unbekannt (Unbekannt)
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[49.79037, 9.92953],
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var html_16c059ea15f72711dae30f99930e53ce = $(`<div id="html_16c059ea15f72711dae30f99930e53ce" style="width: 100.0%; height: 100.0%;">Tree #8971.1, Gleditsia Triacanthos Inermis (Gleditschie).<br/>49.79037°N 9.92953°E, in Bodenzusammensetzung 1<br/>From 2022-12-22 09:36:22 to 2023-04-27 10:54:13 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>1829.000000</td> <td>1829.000000</td> <td>1829.000000</td> <td>1829.000000</td> <td>1829.000000</td> <td>1829.0</td> <td>1829.000000</td> <td>1829.000000</td> <td>1829.000000</td> <td>1829.000000</td> <td>1829.000000</td> </tr> <tr> <th>mean</th> <td>34.806452</td> <td>34.605796</td> <td>20.705424</td> <td>20.491788</td> <td>4.877911</td> <td>0.0</td> <td>124.032258</td> <td>123.028978</td> <td>8.083352</td> <td>9.000077</td> <td>63.128486</td> </tr> <tr> <th>std</th> <td>2.242357</td> <td>0.853227</td> <td>1.954517</td> <td>0.705566</td> <td>10.286451</td> <td>0.0</td> <td>11.211784</td> <td>4.266137</td> <td>3.733705</td> <td>2.412943</td> <td>0.600331</td> </tr> <tr> <th>min</th> <td>30.000000</td> <td>31.000000</td> <td>17.010000</td> <td>17.870000</td> <td>0.000000</td> <td>0.0</td> <td>100.000000</td> <td>105.000000</td> <td>1.360000</td> <td>5.020000</td> <td>62.000000</td> </tr> <tr> <th>25%</th> <td>33.000000</td> <td>34.000000</td> <td>19.370000</td> <td>20.160000</td> <td>0.000000</td> <td>0.0</td> <td>115.000000</td> <td>120.000000</td> <td>4.880000</td> <td>7.100000</td> <td>63.000000</td> </tr> <tr> <th>50%</th> <td>34.000000</td> <td>35.000000</td> <td>20.290000</td> <td>20.420000</td> <td>0.000000</td> <td>0.0</td> <td>120.000000</td> <td>125.000000</td> <td>7.940000</td> <td>8.510000</td> <td>63.000000</td> </tr> <tr> <th>75%</th> <td>36.000000</td> <td>35.000000</td> <td>21.760000</td> <td>20.670000</td> <td>0.000000</td> <td>0.0</td> <td>130.000000</td> <td>125.000000</td> <td>11.200000</td> <td>10.950000</td> <td>63.000000</td> </tr> <tr> <th>max</th> <td>47.000000</td> <td>46.000000</td> <td>34.960000</td> <td>32.680000</td> <td>34.000000</td> <td>0.0</td> <td>185.000000</td> <td>180.000000</td> <td>17.450000</td> <td>14.440000</td> <td>65.000000</td> </tr> </tbody> </table></div>`)[0];
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Gleditsia Triacanthos Inermis (Gleditschie)
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var circle_e94bb5eaa827977ad99180d889a6cfca = L.circle(
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Acer Platanoides (Spitz-Ahorn)
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Tilia Cordata Greenspire (Stadt-Linde)
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Robinia Pseudoacacia (Robinie)
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var html_71869f16fc939f7d278af436af69495e = $(`<div id="html_71869f16fc939f7d278af436af69495e" style="width: 100.0%; height: 100.0%;">Tree #42374, Tilia Vulgaris Pallida (Kaiserlinde Pallida).<br/>49.79761°N 9.9327°E<br/>From 2022-12-22 08:04:30 to 2023-05-25 14:57:24 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>3161.000000</td> <td>3161.000000</td> <td>3161.000000</td> <td>3161.000000</td> <td>3161.000000</td> <td>3161.000000</td> <td>3161.000000</td> <td>3161.000000</td> <td>3161.000000</td> <td>3161.000000</td> <td>3161.000000</td> </tr> <tr> <th>mean</th> <td>40.169883</td> <td>27.017083</td> <td>26.607213</td> <td>23.408962</td> <td>11.071560</td> <td>17.843689</td> <td>165.535036</td> <td>1.162607</td> <td>9.537570</td> <td>4.413227</td> <td>60.034483</td> </tr> <tr> <th>std</th> <td>8.078017</td> <td>28.684000</td> <td>5.684844</td> <td>25.555434</td> <td>14.580089</td> <td>18.999630</td> <td>97.900579</td> <td>358.051371</td> <td>3.436076</td> <td>4.663254</td> <td>0.561767</td> </tr> <tr> <th>min</th> <td>0.000000</td> <td>0.000000</td> <td>1.850000</td> <td>0.000000</td> <td>0.000000</td> <td>0.000000</td> <td>-325.000000</td> <td>-337.500000</td> <td>3.810000</td> <td>0.000000</td> <td>59.000000</td> </tr> <tr> <th>25%</th> <td>39.000000</td> <td>0.000000</td> <td>24.950000</td> <td>0.000000</td> <td>0.000000</td> <td>0.000000</td> <td>150.000000</td> <td>-337.500000</td> <td>6.870000</td> <td>0.000000</td> <td>60.000000</td> </tr> <tr> <th>50%</th> <td>41.000000</td> <td>0.000000</td> <td>26.120000</td> <td>0.000000</td> <td>0.000000</td> <td>0.000000</td> <td>175.000000</td> <td>-337.500000</td> <td>8.930000</td> <td>0.000000</td> <td>60.000000</td> </tr> <tr> <th>75%</th> <td>44.000000</td> <td>58.000000</td> <td>30.520000</td> <td>52.360000</td> <td>28.700000</td> <td>37.300000</td> <td>212.500000</td> <td>387.500000</td> <td>11.840000</td> <td>9.090000</td> <td>60.000000</td> </tr> <tr> <th>max</th> <td>47.000000</td> <td>69.000000</td> <td>34.990000</td> <td>64.560000</td> <td>40.700000</td> <td>52.400000</td> <td>250.000000</td> <td>525.000000</td> <td>34.520000</td> <td>11.070000</td> <td>62.000000</td> </tr> </tbody> </table></div>`)[0];
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Tilia Vulgaris Pallida (Kaiserlinde Pallida)
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var html_cf4820fa25523a5beef0eaabbb8b08fd = $(`<div id="html_cf4820fa25523a5beef0eaabbb8b08fd" style="width: 100.0%; height: 100.0%;">Tree #5445, Tilia Vulgaris Pallida (Kaiserlinde Pallida).<br/>49.79619°N 9.93103°E<br/>From 2022-12-22 08:08:07 to 2024-07-22 10:55:21 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>10245.000000</td> <td>10245.000000</td> <td>10245.000000</td> <td>10245.000000</td> <td>10245.000000</td> <td>10245.000000</td> <td>10245.000000</td> <td>10245.000000</td> <td>10245.000000</td> <td>10245.000000</td> <td>10245.000000</td> </tr> <tr> <th>mean</th> <td>47.035725</td> <td>50.638263</td> <td>35.634182</td> <td>40.327783</td> <td>29.339043</td> <td>31.288004</td> <td>223.671028</td> <td>243.747694</td> <td>14.137874</td> <td>14.879640</td> <td>52.892631</td> </tr> <tr> <th>std</th> <td>7.064154</td> <td>4.681473</td> <td>9.980045</td> <td>7.180645</td> <td>8.841422</td> <td>7.431936</td> <td>59.040937</td> <td>55.508069</td> <td>6.016856</td> <td>5.238961</td> <td>9.184335</td> </tr> <tr> <th>min</th> <td>34.000000</td> <td>39.000000</td> <td>20.060000</td> <td>24.280000</td> <td>0.000000</td> <td>20.300000</td> <td>123.076923</td> <td>157.692308</td> <td>3.460000</td> <td>5.950000</td> <td>32.000000</td> </tr> <tr> <th>25%</th> <td>41.000000</td> <td>47.000000</td> <td>26.530000</td> <td>34.950000</td> <td>21.100000</td> <td>24.900000</td> <td>185.714286</td> <td>192.857143</td> <td>9.100000</td> <td>10.020000</td> <td>46.000000</td> </tr> <tr> <th>50%</th> <td>48.000000</td> <td>50.000000</td> <td>35.470000</td> <td>39.430000</td> <td>27.800000</td> <td>31.100000</td> <td>207.142857</td> <td>250.000000</td> <td>14.090000</td> <td>14.540000</td> <td>54.000000</td> </tr> <tr> <th>75%</th> <td>53.000000</td> <td>54.000000</td> <td>44.020000</td> <td>46.130000</td> <td>36.700000</td> <td>36.900000</td> <td>281.250000</td> <td>293.750000</td> <td>19.570000</td> <td>19.930000</td> <td>62.000000</td> </tr> <tr> <th>max</th> <td>63.000000</td> <td>144.000000</td> <td>58.940000</td> <td>95.020000</td> <td>108.000000</td> <td>125.300000</td> <td>343.750000</td> <td>862.500000</td> <td>25.510000</td> <td>23.900000</td> <td>65.000000</td> </tr> </tbody> </table></div>`)[0];
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Tilia Vulgaris Pallida (Kaiserlinde Pallida)
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Fraxinus Ornus (Blumen-Esche)
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Sophora Japonica (Schnurbaum)
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Tilia Cordata Greenspire (Stadt-Linde)
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Ulmus Rebona (Ulme Rebona)
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Ulmus New Horizon (Ulme New Horizon)
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Acer Platanoides (Spitz-Ahorn)
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Tilia Tomentosa Brabant (Silberlinde Brabant)
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Fraxinus Angustifolia Raywood (Esche Raywood)
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var circle_468722747aff1bed197d0faf8fdf2205 = L.circle(
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var html_2b984fc05e3acdf1515970341778e281 = $(`<div id="html_2b984fc05e3acdf1515970341778e281" style="width: 100.0%; height: 100.0%;">Tree #7023.2, Unbekannt (Unbekannt).<br/>49.79166°N 9.93557°E<br/>From 2022-12-22 08:39:01 to 2024-07-22 10:13:41 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>9926.000000</td> <td>9926.000000</td> <td>9926.000000</td> <td>9926.000000</td> <td>9926.000000</td> <td>9926.000000</td> <td>9926.000000</td> <td>9926.000000</td> <td>9926.000000</td> <td>9926.000000</td> <td>9926.000000</td> </tr> <tr> <th>mean</th> <td>39.849788</td> <td>44.316442</td> <td>25.882609</td> <td>30.689740</td> <td>18.658483</td> <td>22.122738</td> <td>125.577025</td> <td>144.704006</td> <td>12.951620</td> <td>13.600591</td> <td>53.671771</td> </tr> <tr> <th>std</th> <td>4.819075</td> <td>2.647542</td> <td>5.056289</td> <td>3.354116</td> <td>11.041449</td> <td>7.496591</td> <td>24.495917</td> <td>20.144219</td> <td>6.724183</td> <td>5.697177</td> <td>7.958473</td> </tr> <tr> <th>min</th> <td>28.000000</td> <td>40.000000</td> <td>15.400000</td> <td>25.530000</td> <td>0.000000</td> <td>0.000000</td> <td>64.864865</td> <td>91.891892</td> <td>1.680000</td> <td>5.650000</td> <td>33.000000</td> </tr> <tr> <th>25%</th> <td>36.000000</td> <td>43.000000</td> <td>21.510000</td> <td>28.730000</td> <td>19.200000</td> <td>20.900000</td> <td>117.391304</td> <td>139.130435</td> <td>7.370000</td> <td>8.800000</td> <td>48.000000</td> </tr> <tr> <th>50%</th> <td>40.000000</td> <td>44.000000</td> <td>25.610000</td> <td>30.380000</td> <td>21.600000</td> <td>23.700000</td> <td>134.782609</td> <td>143.478261</td> <td>11.090000</td> <td>12.120000</td> <td>56.000000</td> </tr> <tr> <th>75%</th> <td>44.000000</td> <td>45.000000</td> <td>29.920000</td> <td>31.530000</td> <td>27.100000</td> <td>26.600000</td> <td>140.000000</td> <td>155.000000</td> <td>19.660000</td> <td>19.427500</td> <td>61.000000</td> </tr> <tr> <th>max</th> <td>115.000000</td> <td>116.000000</td> <td>87.060000</td> <td>87.240000</td> <td>68.300000</td> <td>80.600000</td> <td>447.826087</td> <td>452.173913</td> <td>25.940000</td> <td>23.890000</td> <td>63.000000</td> </tr> </tbody> </table></div>`)[0];
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circle_468722747aff1bed197d0faf8fdf2205.bindTooltip(
`<div>
Unbekannt (Unbekannt)
</div>`,
{"sticky": true}
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var circle_31a46916edcba43af7dd4e550ead680c = L.circle(
[49.79037, 9.92953],
{"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.9, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1, "radius": 50, "stroke": true, "weight": 1}
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var popup_27400b0bfe31f5f66291ccd313a6bb95 = L.popup({"maxWidth": "100%"});
var html_4025425ae925e8ed5095365eaa309e69 = $(`<div id="html_4025425ae925e8ed5095365eaa309e69" style="width: 100.0%; height: 100.0%;">Tree #8971.1, Gleditsia Triacanthos Inermis (Gleditschie).<br/>49.79037°N 9.92953°E<br/>From 2022-12-22 09:36:22 to 2023-04-27 10:54:13 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>1829.000000</td> <td>1829.000000</td> <td>1829.000000</td> <td>1829.000000</td> <td>1829.000000</td> <td>1829.0</td> <td>1829.000000</td> <td>1829.000000</td> <td>1829.000000</td> <td>1829.000000</td> <td>1829.000000</td> </tr> <tr> <th>mean</th> <td>34.806452</td> <td>34.605796</td> <td>20.705424</td> <td>20.491788</td> <td>4.877911</td> <td>0.0</td> <td>124.032258</td> <td>123.028978</td> <td>8.083352</td> <td>9.000077</td> <td>63.128486</td> </tr> <tr> <th>std</th> <td>2.242357</td> <td>0.853227</td> <td>1.954517</td> <td>0.705566</td> <td>10.286451</td> <td>0.0</td> <td>11.211784</td> <td>4.266137</td> <td>3.733705</td> <td>2.412943</td> <td>0.600331</td> </tr> <tr> <th>min</th> <td>30.000000</td> <td>31.000000</td> <td>17.010000</td> <td>17.870000</td> <td>0.000000</td> <td>0.0</td> <td>100.000000</td> <td>105.000000</td> <td>1.360000</td> <td>5.020000</td> <td>62.000000</td> </tr> <tr> <th>25%</th> <td>33.000000</td> <td>34.000000</td> <td>19.370000</td> <td>20.160000</td> <td>0.000000</td> <td>0.0</td> <td>115.000000</td> <td>120.000000</td> <td>4.880000</td> <td>7.100000</td> <td>63.000000</td> </tr> <tr> <th>50%</th> <td>34.000000</td> <td>35.000000</td> <td>20.290000</td> <td>20.420000</td> <td>0.000000</td> <td>0.0</td> <td>120.000000</td> <td>125.000000</td> <td>7.940000</td> <td>8.510000</td> <td>63.000000</td> </tr> <tr> <th>75%</th> <td>36.000000</td> <td>35.000000</td> <td>21.760000</td> <td>20.670000</td> <td>0.000000</td> <td>0.0</td> <td>130.000000</td> <td>125.000000</td> <td>11.200000</td> <td>10.950000</td> <td>63.000000</td> </tr> <tr> <th>max</th> <td>47.000000</td> <td>46.000000</td> <td>34.960000</td> <td>32.680000</td> <td>34.000000</td> <td>0.0</td> <td>185.000000</td> <td>180.000000</td> <td>17.450000</td> <td>14.440000</td> <td>65.000000</td> </tr> </tbody> </table></div>`)[0];
popup_27400b0bfe31f5f66291ccd313a6bb95.setContent(html_4025425ae925e8ed5095365eaa309e69);
circle_31a46916edcba43af7dd4e550ead680c.bindPopup(popup_27400b0bfe31f5f66291ccd313a6bb95)
;
circle_31a46916edcba43af7dd4e550ead680c.bindTooltip(
`<div>
Gleditsia Triacanthos Inermis (Gleditschie)
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{"sticky": true}
);
var circle_b3a08a501b62c4d8bec7011615a71adc = L.circle(
[49.796866164882324, 10.001541255041959],
{"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.9, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1, "radius": 50, "stroke": true, "weight": 1}
).addTo(map_f990fc7f48f3f8d8a8d3b96ee7a217e0);
var popup_a9db6400eb04dba5b68cb3d70661c452 = L.popup({"maxWidth": "100%"});
var html_98890a07655159169d3c9b3c5f4d2518 = $(`<div id="html_98890a07655159169d3c9b3c5f4d2518" style="width: 100.0%; height: 100.0%;">Tree #Gartenamt_Kontroll_1, Unbekannt (Unbekannt).<br/>49.796866164882324°N 10.001541255041959°E<br/>From 2023-08-07 13:13:41 to 2023-12-30 08:48:25 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> </tr> <tr> <th>mean</th> <td>49.444311</td> <td>53.577965</td> <td>38.258766</td> <td>45.077803</td> <td>28.092354</td> <td>29.359693</td> <td>197.353860</td> <td>217.037929</td> <td>13.621517</td> <td>12.717809</td> <td>59.389223</td> </tr> <tr> <th>std</th> <td>3.488019</td> <td>3.352982</td> <td>5.452799</td> <td>5.214984</td> <td>3.711272</td> <td>3.700911</td> <td>16.609613</td> <td>15.966582</td> <td>5.103186</td> <td>5.997940</td> <td>7.817663</td> </tr> <tr> <th>min</th> <td>46.000000</td> <td>49.000000</td> <td>32.490000</td> <td>37.530000</td> <td>23.200000</td> <td>23.900000</td> <td>180.952381</td> <td>195.238095</td> <td>5.170000</td> <td>2.550000</td> <td>2.000000</td> </tr> <tr> <th>25%</th> <td>47.000000</td> <td>50.000000</td> <td>34.292500</td> <td>39.892500</td> <td>24.200000</td> <td>25.800000</td> <td>185.714286</td> <td>200.000000</td> <td>9.412500</td> <td>7.032500</td> <td>59.000000</td> </tr> <tr> <th>50%</th> <td>49.000000</td> <td>53.000000</td> <td>37.270000</td> <td>44.990000</td> <td>28.700000</td> <td>29.800000</td> <td>195.238095</td> <td>214.285714</td> <td>13.680000</td> <td>12.315000</td> <td>59.000000</td> </tr> <tr> <th>75%</th> <td>50.000000</td> <td>55.000000</td> <td>39.840000</td> <td>48.147500</td> <td>30.300000</td> <td>32.600000</td> <td>200.000000</td> <td>223.809524</td> <td>18.690000</td> <td>18.347500</td> <td>60.000000</td> </tr> <tr> <th>max</th> <td>74.000000</td> <td>71.000000</td> <td>67.960000</td> <td>66.060000</td> <td>48.900000</td> <td>40.100000</td> <td>314.285714</td> <td>300.000000</td> <td>21.360000</td> <td>23.720000</td> <td>254.000000</td> </tr> </tbody> </table></div>`)[0];
popup_a9db6400eb04dba5b68cb3d70661c452.setContent(html_98890a07655159169d3c9b3c5f4d2518);
circle_b3a08a501b62c4d8bec7011615a71adc.bindPopup(popup_a9db6400eb04dba5b68cb3d70661c452)
;
circle_b3a08a501b62c4d8bec7011615a71adc.bindTooltip(
`<div>
Unbekannt (Unbekannt)
</div>`,
{"sticky": true}
);
var circle_5610a331500f5fe9efef379938625749 = L.circle(
[49.79701159928018, 10.001281499862673],
{"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.9, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1, "radius": 50, "stroke": true, "weight": 1}
).addTo(map_f990fc7f48f3f8d8a8d3b96ee7a217e0);
var popup_7acb8f6696bdbac0ca54f4aec37cb9b4 = L.popup({"maxWidth": "100%"});
var html_a78479c373bf270116a8fee7d806385a = $(`<div id="html_a78479c373bf270116a8fee7d806385a" style="width: 100.0%; height: 100.0%;">Tree #Gartenamt_Kontroll_2, Unbekannt (Unbekannt).<br/>49.79701159928018°N 10.001281499862673°E<br/>From 2023-08-07 13:03:34 to 2024-07-22 11:35:41 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>8517.000000</td> <td>0.0</td> <td>8517.000000</td> <td>0.0</td> <td>8517.000000</td> <td>0.0</td> <td>8517.000000</td> <td>0.0</td> <td>8517.000000</td> <td>0.0</td> <td>8517.000000</td> </tr> <tr> <th>mean</th> <td>47.228836</td> <td>NaN</td> <td>39.476648</td> <td>NaN</td> <td>16.666549</td> <td>NaN</td> <td>179.940147</td> <td>NaN</td> <td>9.230142</td> <td>NaN</td> <td>78.804743</td> </tr> <tr> <th>std</th> <td>18.514999</td> <td>NaN</td> <td>16.060124</td> <td>NaN</td> <td>72.097844</td> <td>NaN</td> <td>84.144837</td> <td>NaN</td> <td>6.475112</td> <td>NaN</td> <td>1.129803</td> </tr> <tr> <th>min</th> <td>0.000000</td> <td>NaN</td> <td>0.000000</td> <td>NaN</td> <td>0.000000</td> <td>NaN</td> <td>-38.095238</td> <td>NaN</td> <td>-0.010000</td> <td>NaN</td> <td>77.000000</td> </tr> <tr> <th>25%</th> <td>51.000000</td> <td>NaN</td> <td>40.020000</td> <td>NaN</td> <td>0.000000</td> <td>NaN</td> <td>190.476190</td> <td>NaN</td> <td>4.420000</td> <td>NaN</td> <td>78.000000</td> </tr> <tr> <th>50%</th> <td>53.000000</td> <td>NaN</td> <td>43.470000</td> <td>NaN</td> <td>23.900000</td> <td>NaN</td> <td>209.523810</td> <td>NaN</td> <td>8.220000</td> <td>NaN</td> <td>79.000000</td> </tr> <tr> <th>75%</th> <td>54.000000</td> <td>NaN</td> <td>45.870000</td> <td>NaN</td> <td>26.900000</td> <td>NaN</td> <td>214.285714</td> <td>NaN</td> <td>15.030000</td> <td>NaN</td> <td>80.000000</td> </tr> <tr> <th>max</th> <td>93.000000</td> <td>NaN</td> <td>81.060000</td> <td>NaN</td> <td>6553.500000</td> <td>NaN</td> <td>404.761905</td> <td>NaN</td> <td>24.070000</td> <td>NaN</td> <td>81.000000</td> </tr> </tbody> </table></div>`)[0];
popup_7acb8f6696bdbac0ca54f4aec37cb9b4.setContent(html_a78479c373bf270116a8fee7d806385a);
circle_5610a331500f5fe9efef379938625749.bindPopup(popup_7acb8f6696bdbac0ca54f4aec37cb9b4)
;
circle_5610a331500f5fe9efef379938625749.bindTooltip(
`<div>
Unbekannt (Unbekannt)
</div>`,
{"sticky": true}
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</script>
</html>
\ No newline at end of file
python_scripts/parse_wurzburg_open_data/parse_open_data.py
View file @ 99e116a6
...@@ -17,7 +17,7 @@ INPUT_DIR = SCRIPT_DIR / 'input' ...@@ -17,7 +17,7 @@ INPUT_DIR = SCRIPT_DIR / 'input'
OUTPUT_DIR = SCRIPT_DIR / 'output' OUTPUT_DIR = SCRIPT_DIR / 'output'
OUTPUT_DIR.mkdir(exist_ok=True) OUTPUT_DIR.mkdir(exist_ok=True)
INPUT_FILE = INPUT_DIR / 'wuerzburg_trees.parquet' INPUT_FILE = INPUT_DIR / 'wuerzburg_klimabaeume_bodenfeuchte.parquet'
INPUT_URL = "https://opendata.wuerzburg.de/api/explore/v2.1/catalog/datasets/sls-klimabaeume/exports/parquet?lang=en&timezone=Europe%2FBerlin" INPUT_URL = "https://opendata.wuerzburg.de/api/explore/v2.1/catalog/datasets/sls-klimabaeume/exports/parquet?lang=en&timezone=Europe%2FBerlin"
USER_AGENT = {'User-agent': 'Mozilla/5.0'} USER_AGENT = {'User-agent': 'Mozilla/5.0'}
...@@ -67,7 +67,7 @@ for same, grouped_df in df.groupby('tree_number'): ...@@ -67,7 +67,7 @@ for same, grouped_df in df.groupby('tree_number'):
fill_color="green", fill_color="green",
fill=False, # gets overridden by fill_color fill=False, # gets overridden by fill_color
popup=f"Tree #{tree_id}, {species} ({species_de}).<br/>" popup=f"Tree #{tree_id}, {species} ({species_de}).<br/>"
f"{lat}°N {lon}°E<br/>" f"{lat}°N {lon}°E, in {soil}<br/>"
f"From {times['min']} to {times['max']}\n{table}", f"From {times['min']} to {times['max']}\n{table}",
).add_to(interactive_map) ).add_to(interactive_map)
......
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