Dieses Projekt wurde am 14.12.2018 veröffentlicht.
Die Grundlage sind Datensätze über Bäume aus dem Open Data Portal Berlins. Näheres am Ende des Artikels.
Es gibt einige Statistiken und interaktive Elemente in dem Artikel.
$ npm install tsv
$ node script/build-statistics.js
title | street trees, 2016 | street trees, 2018 | park trees, 2018 | riverside trees, 2017 |
---|---|---|---|---|
Data count | 331.366 trees | 434.156 trees | 459.903 trees | 46.366 trees |
Trees count | 331.352 trees | 434.156 trees | 459.903 trees | 46.366 trees |
Districts | ||||
Charlottenburg-W. | 43.052 trees (12.9%) | 42.889 trees (9.8%) | 50.400 trees (10.9%) | 80 trees |
Friedrichshain-K. | 10.264 trees | 16.260 trees | 24.877 trees (5.4%) | - |
Lichtenberg | 23.632 trees (7.1%) | 31.462 trees (7.2%) | 38.982 trees (8.4%) | 1.425 trees |
Marzahn-H. | 11.601 trees | 45.073 trees (10.3%) | 49.742 trees (10.8%) | 6.860 trees (14.7%) |
Mitte | 21.307 trees (6.4%) | 25.438 trees (5.8%) | 34.403 trees (7.4%) | 999 trees |
Neukölln | 19.244 trees (5.8%) | 20.672 trees | 35.081 trees (7.6%) | 912 trees |
Pankow | 43.597 trees (13.1%) | 42.881 trees (9.8%) | 56.970 trees (12.3%) | 17.213 trees (37.1%) |
Reinickendorf | 43.563 trees (13.1%) | 44.088 trees (10.1%) | 32.984 trees (7.1%) | 8.110 trees (17.4%) |
Spandau | 24.670 trees (7.4%) | 26.040 trees (5.9%) | 19.103 trees | 6.626 trees (14.2%) |
Steglitz-Z. | 56.989 trees (17.1%) | 60.697 trees (13.9%) | 48.396 trees (10.5%) | 864 trees |
Tempelhof-Sch. | 32.997 trees (9.9%) | 34.984 trees (8%) | 27.563 trees (5.9%) | 513 trees |
Treptow-K. | 436 trees | 43.537 trees (10%) | 41.390 trees (8.9%) | 2.764 trees (5.9%) |
Type | ||||
TILIA | 126.238 trees (38%) | 153.470 trees (35.3%) | 39.546 trees (8.5%) | 1.213 trees |
ACER | 59.902 trees (18%) | 87.044 trees (20%) | 103.220 trees (22.4%) | 13.004 trees (28%) |
QUERCUS | 31.028 trees (9.3%) | 38.518 trees (8.8%) | 59.665 trees (12.9%) | 2.710 trees (5.8%) |
PLATANUS | 22.012 trees (6.6%) | 24.964 trees (5.7%) | ||
AESCULUS | 17.449 trees (5.2%) | 20.928 trees | ||
BETULA | 10.787 trees | 14.392 trees | 28.602 trees (6.2%) | 2.246 trees |
ROBINIA | 8.188 trees | 11.338 trees | 24.019 trees (5.2%) | 2.760 trees (5.9%) |
FRAXINUS | 7.682 trees | 11.772 trees | 1.931 trees | |
SORBUS | 6.047 trees | |||
CORYLUS | 5.859 trees | 8.183 trees | ||
POPULUS | 8.143 trees | 21.851 trees | 2.925 trees (6.3%) | |
PINUS | 24.177 trees (5.2%) | |||
Alnus | 7.474 trees (16.1%) | |||
Salix | 5.862 trees (12.6%) | |||
Prunus | 2.469 trees (5.3%) | |||
Subtype | ||||
TILIA CORDATA | 49.744 trees (15%) | 58.994 trees (13.5%) | 18.186 trees | |
ACER PLATANOIDES | 38.279 trees (11.5%) | 51.082 trees (11.7%) | 45.730 trees (9.9%) | 5.394 trees (11.6%) |
PLATANUS ACERIFOLIA | 21.928 trees (6.6%) | 24.797 trees (5.7%) | ||
QUERCUS ROBUR | 19.935 trees (6%) | 24.885 trees (5.7%) | 37.483 trees (8.1%) | 2.527 trees (5.4%) |
TILIA PLATYPHYLLOS | 15.070 trees | 18.803 trees | ||
TILIA SPEC. | 14.703 trees | 15.711 trees | ||
AESCULUS HIPPOCASTANUM | 13.612 trees | 16.291 trees | ||
TILIA INTERMEDIA | 12.045 trees | 14.663 trees | ||
BETULA PENDULA | 10.139 trees | 13.281 trees | 23.951 trees (5.2%) | 2.210 trees |
TILIA EUCHLORA | 9.686 trees | |||
Acer pseudoplatanus | 12.684 trees | 16.876 trees | 2.292 trees | |
Robinia pseudoacacia | 21.335 trees | 2.738 trees (5.9%) | ||
Carpinus betulus | 18.013 trees | |||
Alnus glutinosa | 7.208 trees (15.5%) | |||
Acer negundo | 4.117 trees (8.8%) | |||
Salix alba | 3.083 trees (6.6%) | |||
Age in years | 51: 14.816 trees | 33: 16.269 trees | 38: 12.092 trees | - |
. | 36: 13.976 trees | 28: 16.130 trees | 33: 10.467 trees | - |
. | 31: 13.494 trees | 53: 16.111 trees | 48: 9.678 trees | - |
. | 46: 13.029 trees | 38: 15.448 trees | 28: 9.226 trees | - |
. | 66: 11.216 trees | 48: 13.538 trees | 23: 8.719 trees | - |
. | average: 41.8 years | average: 41.3 years | average: 29 years | - |
. | median: 37 years | median: 39 years | median: 1980 (seeded) | |
Oldest | ||||
2018 | 422 trees | 31 trees | 19965: 1 trees | |
2017 | 1.983 trees | 305 trees | 17975: 1 trees | |
2016 | 27 trees | 2.296 trees | 550 trees | 2008: 3 trees |
2015 | 1.275 trees | 2.432 trees | 526 trees | 2000: 203 trees |
2014 | 1.762 trees | 2.927 trees | 1.353 trees | 1999: 13 trees |
2013 | 1.768 trees | 2.940 trees | 513 trees | 1998: 170 trees |
2012 | 2.014 trees | 3.085 trees | 522 trees | 1996: 9 trees |
2011 | 2.267 trees | 3.418 trees | 568 trees | 1995: 1986 trees |
2010 | 1.752 trees | 3.746 trees | 981 trees | 1993: 27 trees |
2009 | 2.079 trees | 2.933 trees | 857 trees | 1992: 3 trees |
2008 | 2.349 trees | |||
2007 | 1.933 trees | |||
. | 1745: 1 trees | 1745: 1 trees | 1.062: 3 trees | 1800: 1 trees |
. | 1740: 1 trees | 1739: 1 trees | 201: 1 trees | 1645: 1 trees |
. | 1739: 1 trees | 1720: 1 trees | 199: 1 trees | 1068: 1 trees |
. | 1720: 1 trees | 1700: 3 trees | 198: 2 trees | 980: 1 trees |
. | 1704: 1 trees | 1655: 1 trees | 55: 1 trees | 199: 1 trees |
. | 1700: 3 trees | 1498: 1 trees | 16: 1 trees | 175: 1 trees |
. | 1655: 1 trees | 1295: 1 trees | 8: 1 trees | 150: 1 trees |
. | 1575: 1 trees | 1193: 1 trees | 3: 1 trees | 36: 1 trees |
. | 1533: 1 trees | 1085: 1 trees | 1: 4 trees | 5: 1 trees |
. | 1316: 1 trees | 1: 3 trees | 0: 1 trees | 0: 2 trees |
Height (in cm) | 12.600.00: 1 trees | 6.700.00: 1 trees | 1.700.00: 1 trees | 121.00: 1 trees |
. | 5.800.00: 1 trees | 5.800.00: 1 trees | 1.500.00: 1 trees | 118.00: 2 trees |
. | 2.275.00: 1 trees | 2.500.00: 1 trees | 1.414.00: 1 trees | 114.00: 1 trees |
. | 1.900.00: 1 trees | 2.200.00: 1 trees | 1.400.00: 1 trees | 94.00: 1 trees |
. | 1.800.00: 2 trees | 2.013.00: 3 trees | 1.340.00: 1 trees | 89.00: 1 trees |
. | 1.700.00: 3 trees | 1.998.00: 2 trees | 1.200.00: 2 trees | 80.00: 1 trees |
. | 1.600.00: 11 trees | 1.994.00: 2 trees | 1.000.00: 1 trees | 74.00: 1 trees |
. | 1.500.00: 4 trees | 1.992.00: 1 trees | 900.00: 1 trees | 72.00: 1 trees |
. | 1.400.00: 1 trees | 1.991.00: 1 trees | 820.00: 1 trees | 46.00: 1 trees |
. | 1.300.00: 1 trees | 1.988.00: 1 trees | 800.00: 1 trees | 35.00: 1 trees |
. | 1.214.00: 1 trees | 1.987.00: 13 trees | 500.00: 1 trees | 34.00: 1 trees |
. | 1.200.00: 4 trees | 1.986.00: 3 trees | 342.00: 1 trees | 32.00: 19 trees |
. | 1.100.00: 3 trees | 1.985.00: 6 trees | 229.00: 1 trees | 31.00: 18 trees |
. | 1.000.00: 4 trees | 1.984.00: 5 trees | 226.00: 1 trees | 30.00: 37 trees |
. | 900.00: 1 trees | 1.980.00: 5 trees | 225.00: 1 trees | 29.00: 5 trees |
. | 800.00: 4 trees | 1.979.00: 6 trees | 218.00: 1 trees | 28.00: 140 trees |
. | 700.00: 4 trees | 1.978.00: 7 trees | 201.00: 1 trees | 27.00: 92 trees |
. | 600.00: 4 trees | 1.975.00: 7 trees | 176.00: 2 trees | 26.00: 297 trees |
. | 500.00: 4 trees | 1.970.00: 8 trees | 170.00: 1 trees | 25.00: 641 trees |
. | 400.00: 2 trees | 1.965.00: 7 trees | 166.00: 1 trees | 24.00: 728 trees |
. | 300.00: 1 trees | 1.960.00: 9 trees | 161.00: 1 trees | 23.00: 780 trees |
. | : | : | : | : |
. | 20: 1 trees | 16: 1 trees | 1.31: 1 trees | 9.00: 2.277 trees |
. | 16: 2 trees | 15: 3 trees | 1.00: 244 trees | 8.00: 4.171 trees |
. | 15: 2 trees | 14: 1 trees | 95: 1 trees | 7.00: 2.284 trees |
. | 14: 1 trees | 12: 1 trees | 40: 1 trees | 6.00: 2.847 trees |
. | 12: 1 trees | 9: 1 trees | 20: 1 trees | 5.00: 1.594 trees |
. | 10: 5 trees | 8: 1 trees | 17: 1 trees | 4.00: 1.166 trees |
. | 9: 1 trees | 4: 1 trees | 15: 2 trees | 3.00: 423 trees |
. | 8: 1 trees | 0: 147.410 trees | 10: 3 trees | 2.00: 281 trees |
. | 4: 1 trees | -10.00: 7 trees | 1: 1 trees | 1.00: 55 trees |
. | 0: 1 trees | -15.00: 3 trees | 0: 128.373 trees | 0: 39 trees |
. | average: 6.71 cm | average: 8.08 cm | average: 10.26 cm | average: 12.97 cm |
. | median: 11.00 cm | median: 13.00 cm | median: 12.00 cm | |
Height (in cm) | 7.00: 44.561 trees (13.4%) | 7.00: 62.658 trees (14.4%) | 12.00: 53.236 trees (11.5%) | 8.00: 4171 trees (8.9%) |
. | 0: 147.410 trees (33.9%) | 0: 128.373 trees (27.9%) | ||
Trunk circumference (in cm) | ||||
. | 325.00: 1 trees | 212.01: 1 trees | 971.06: 1 trees | 72.60: 1 trees |
. | 305.00: 1 trees | 138.00: 1 trees | 931.03: 1 trees | 45.52: 1 trees |
. | 205.00: 2 trees | 110.00: 1 trees | 901.21: 1 trees | 8.88: 1 trees |
. | 203.00: 1 trees | 101.00: 1 trees | 178.00: 1 trees | 6.56: 1 trees |
. | 138.00: 1 trees | 94.00: 1 trees | 170.00: 1 trees | 6.00: 1 trees |
. | 115.00: 1 trees | 92.79: 1 trees | 168.00: 1 trees | 5.82: 1 trees |
. | 110.00: 1 trees | 92.08: 1 trees | 166.00: 1 trees | 5.34: 1 trees |
. | 105.00: 3 trees | 91.08: 1 trees | 164.00: 1 trees | 5.27: 1 trees |
. | 101.00: 1 trees | 88.92: 1 trees | 160.00: 1 trees | 5.20: 1 trees |
. | 95.00: 1 trees | 63.27: 1 trees | 158.00: 1 trees | 5.15: 1 trees |
. | 94.00: 1 trees | 61.89: 1 trees | 153.68: 1 trees | 5.00: 1 trees |
. | 92.05: 1 trees | 58.00: 1 trees | 150.00: 1 trees | 4.96: 1 trees |
. | 87.00: 1 trees | 57.40: 1 trees | 136.06: 1 trees | 4.90: 1 trees |
. | 85.00: 1 trees | 49.73: 1 trees | 132.00: 1 trees | 4.80: 1 trees |
. | 76.84: 1 trees | 47.42: 1 trees | 130.00: 1 trees | 4.74: 1 trees |
. | 59.91: 1 trees | 44.67: 1 trees | 129.50: 1 trees | 4.70: 2 trees |
. | 58.00: 1 trees | 34.97: 1 trees | 128.38: 1 trees | 4.60: 1 trees |
. | 57.58: 1 trees | 31.40: 1 trees | 110.00: 1 trees | 4.50: 4 trees |
. | 50.83: 1 trees | 31.00: 1 trees | 107.91: 1 trees | 4.46: 1 trees |
. | 47.57: 1 trees | 25.50: 1 trees | 101.00: 1 trees | 4.45: 2 trees |
. | : | : | : | : |
. | 9: 19 trees | 10: 34 trees | 9: 71 trees | 12: 2 trees |
. | 8: 6 trees | 9: 29 trees | 8: 78 trees | 11: 1 trees |
. | 7: 5 trees | 8: 19 trees | 7: 54 trees | 10: 2 trees |
. | 6: 7 trees | 7: 5 trees | 6: 51 trees | 9: 3 trees |
. | 5: 4 trees | 6: 16 trees | 5: 48 trees | 8: 1 trees |
. | 4: 3 trees | 5: 5 trees | 4: 23 trees | 7: 1 trees |
. | 3: 5 trees | 4: 4 trees | 3: 35 trees | 5: 1 trees |
. | 2: 2 trees | 3: 9 trees | 2: 9 trees | 4: 2 trees |
. | 1: 4 trees | 1: 4 trees | 1: 18 trees | 2: 1 trees |
. | 0: 99 trees | 0: 89 trees | 0: 706 trees | 1: 1 trees |
. | average: 106 cm | average: 101 cm | average: 111 cm | average: 84 cm |
. | median: 90 cm | median: 100 cm | median: 70 cm | |
Trunk circumference (in cm) | ||||
. | 60: 6.292 trees | 110: 9.831 trees | 50: 9.597 trees | 40: 1.194 trees |
Tree crown (in cm) | ||||
. | 50.000: 1 trees | 50.000: 2 trees | 80.000: 1 trees | 109.00: 1 trees |
. | 40.500: 1 trees | 40.500: 1 trees | 72.500: 1 trees | 85.00: 1 trees |
. | 40.000: 3 trees | 40.000: 4 trees | 70.000: 1 trees | 81.00: 1 trees |
. | 30.000: 2 trees | 30.000: 1 trees | 60.000: 1 trees | 79.00: 1 trees |
. | 20.000: 1 trees | 15.000: 1 trees | 50.000: 1 trees | 68.00: 1 trees |
. | 14.500: 1 trees | 14.500: 1 trees | 30.500: 1 trees | 58.00: 1 trees |
. | 10.000: 4 trees | 11.100: 1 trees | 30.000: 1 trees | 54.00: 1 trees |
. | 9.000: 1 trees | 11.000: 2 trees | 23.200: 1 trees | 42.00: 1 trees |
. | 8.880: 1 trees | 10.500: 1 trees | 22.000: 1 trees | 35.00: 1 trees |
. | 8.800: 2 trees | 10.000: 4 trees | 21.900: 1 trees | 32.00: 1 trees |
. | 8.000: 2 trees | 9.000: 1 trees | 15.500: 1 trees | 30.00: 1 trees |
. | 7.800: 1 trees | 8.880: 1 trees | 15.000: 3 trees | 24.00: 1 trees |
. | 7.300: 1 trees | 8.800: 2 trees | 12.600: 1 trees | 22.00: 3 trees |
. | 6.800: 1 trees | 8.400: 1 trees | 12.000: 3 trees | 21.00: 1 trees |
. | 6.600: 1 trees | 8.300: 1 trees | 11.700: 1 trees | 20.00: 23 trees |
. | 6.500: 1 trees | 8.000: 4 trees | 11.200: 2 trees | 19.00: 4 trees |
. | 6.400: 1 trees | 7.800: 1 trees | 11.100: 1 trees | 18.00: 41 trees |
. | 5.900: 1 trees | 7.700: 1 trees | 10.300: 1 trees | 17.00: 36 trees |
. | 5.550: 1 trees | 7.600: 1 trees | 10.000: 1 trees | 16.00: 120 trees |
. | 5.500: 1 trees | 7.300: 1 trees | 9.900: 2 trees | 15.00: 207 trees |
. | : | : | : | : |
. | 27: 1 trees | 30: 2 trees | 39: 1 trees | 9.00: 1.426 trees |
. | 25: 2 trees | 27: 1 trees | 38: 1 trees | 8.00: 4.385 trees |
. | 20: 1 trees | 25: 2 trees | 32: 1 trees | 7.00: 2.867 trees |
. | 15: 1 trees | 15: 1 trees | 30: 6 trees | 6.00: 6.950 trees |
. | 12: 1 trees | 12: 1 trees | 27: 1 trees | 5.00: 6.461 trees |
. | 10: 4 trees | 10: 4 trees | 20: 8 trees | 4.00: 8.309 trees |
. | 8: 1 trees | 8: 1 trees | 14: 1 trees | 3.00: 4.583 trees |
. | 5: 2 trees | 5: 2 trees | 10: 1 trees | 2.00: 2.986 trees |
. | 1: 1 trees | 1: 1 trees | 1: 2 trees | 1.00: 528 trees |
. | 0: 1 trees | 0: 219.433 trees | 0: 219.600 trees | 0: 3.008 trees |
. | average: 299 cm | average: 306 cm | average: 378 cm | average: 5.42 cm |
. | median: 550 cm | median: 600 cm | median: 5.00 cm | |
Tree crown (in cm) | ||||
. | 600: 15.667 trees | 600: 22.589 trees (5.2%) | 600: 28.408 trees (6.1%) | 400: 8309 trees (17.9%) |
. | 0: 219.433 trees (50.5%) | 0: 219.600 trees (47.7%) |
Ideal street tree (2016, ignore BEZIRK):
{
"gml_id": "featuretype.F3__938163",
"spatial_name": "F3__938163",
"spatial_alias": "F3__938163",
"spatial_type": "Point",
"StandortNr": "3/9",
"Kennzeich": 544,
"NameNr": "Mollstraße I",
"Art_Dtsch": "WINTER-LINDE",
"Art_Bot": "TILIA CORDATA",
"Gattung": "TILIA",
"ALK_Nr4st": 26,
"StrName": "Mollstraße",
"HausNr": 3,
"Pflanzjahr": 1975,
"Standalter": 41,
"Stammumfg": 60,
"BaumHoehe": 7,
"BEZIRK": "Mitte",
"Eigentuemer": "Land Berlin",
"Zusatz": "null",
"KroneDurch": 6,
"lon": "13.418758521290073",
"lat": "52.52529966357725"
}
Ideal street tree (2018, ignore BEZIRK):
{
"STANDORT_NR": "A/48",
"KENNZEICHEN": 100994,
"NAME_NUMBER": "Fürstenwalder Damm /Salvador-Allende-Straße Köp ",
"ART_DEUTSCH": "Winter-Linde",
"ART_BOTANISCH": "Tilia cordata",
"GATTUNG_BOTANISCH": "TILIA",
"STRASSENNAME": "Fürstenwalder Damm",
"HAUSNR": "",
"ZUSATZ": "",
"PFLANZJAHR": 1981,
"STANDALTER": 37,
"KRONENDURCHMESSER_AKT": 5,
"STAMMUMFANG_AKT": 99,
"BAUMHOEHE_AKT": 11,
"BEZIRK": "Treptow-Köpenick"
}
Ideal park tree (2018, ignore BEZIRK):
{
"STANDORT_NR": 197,
"KENNZEICHEN": 305300,
"NAME_NUMBER": "Afrikanische Str. 123-125, \"\"Möwensee\"\"",
"ART_DEUTSCH": "Spitz-Ahorn",
"ART_BOTANISCH": "Acer platanoides",
"GATTUNG_BOTANISCH": "ACER",
"PFLANZJAHR": 1979,
"STANDALTER": 39,
"KRONENDURCHMESSER_AKT": 8,
"STAMMUMFANG_AKT": 93,
"BAUMHOEHE_AKT": 13,
"BEZIRK": "Mitte"
}
Ideal riverside tree (2017):
{
"GISID": "A#5819692#2154",
"GEBIET": "A",
"GEWNUMMER": 5819692,
"GEWNAME": "Nordgraben",
"BAUMNUMMER": 2154,
"GATTUNG": "Alnus",
"ART": "glutinosa",
"UNTERART": "",
"STANDORT": "Böschung",
"STAMMUMFAN": 64,
"KRONENDURC": 4,
"BAUMHOEHE": 12,
"BAUMZUSTAN": 2,
"LOS": 3,
"PFLANZJAHR": 1980,
"BEZIRK": "Pankow",
"UTM33_X": 392038,
"UTM33_Y": 5829236
}
Latitude : 52.602403 deg, or 52 deg 36 min 8.6508 sec
Longitude: 13.405829 deg, or 13 deg 24 min 20.984 sec
Go to the FIS-Broker, browse to the datasets and copy the WFS links
- Anlagenbäume: https://fbinter.stadt-berlin.de/fb/wfs/data/senstadt/s_baumbestand_an
- Straßenbäume: https://fbinter.stadt-berlin.de/fb/wfs/data/senstadt/s_baumbestand
- Uferbäume: https://fbinter.stadt-berlin.de/fb/wfs/data/senstadt/s_uferbaeume (https://fbinter.stadt-berlin.de/fb?loginkey=alphaDataStart&alphaDataId=s_uferbaeume@senstadt)
Import the WFS links in QGIS and export the datasets as TSV files (choose CSV with TAB separator)
Der Quelltext steht unter der MIT-Lizenz, die Bilder unter CC-0-Lizenz.