我对绘制哥德堡市(英语:Gothenburg,Sweden(的数据感兴趣。我从瑞典的shapefile开始,然后把它们剪下来,集中精力在哥德堡学习。
# Extracting Göteborg boundary
boundary = adm_2.loc[(adm_2["NAME_2"] == "Göteborg")].copy()
boundary
>>
ID_0 ISO NAME_0 ID_1 NAME_1 ID_2 NAME_2 TYPE_2 ENGTYPE_2 NL_NAME_2 VARNAME_2 geometry
246 222 SWE Sweden 21 Västra Götaland 247 Göteborg Kommuner Municipality None None MULTIPOLYGON (((12.09368 57.67838, 12.09466 57...
# Clipping the shapefiles
roads = geopandas.clip(roads_sweden, boundary)
buildings = geopandas.clip(buildings_sweden, boundary)
#roads.shape #(9747, 7)
#roads_sweden.shape #(148403, 7)
#buildings.shape #(1163, 4)
#buildings_sweden.shape #(15253, 4)
如果我绘制所有道路,即roads_sweden。我有整个瑞典的一排排的地图。然而,当我试图绘制哥德堡的道路时,我得到了错误:
IndexError:数组的索引太多:数组是一维的,但有2个索引
我不明白为什么他们看起来一样。我甚至试图重置索引,但这似乎无关。
对于我使用的绘图:
fig, ax = plt.subplots(figsize=(12, 10), facecolor='white', edgecolor='k')
boundary.plot(ax=ax, facecolor= "white", edgecolor="black", linewidth=.5)
roads.plot(ax=ax)
buildings.plot(ax=ax)
即使是单独完成,即roads.plot((,我也会得到错误。roads_sweden.plot((始终运行良好。
以下是数据的预览
roads_sweden.head()
>>
osm_id name ref type oneway maxspeed geometry
0 1240 Klensmedsvägen None unclassified 0 0 LINESTRING (17.99027 59.29686, 17.99182 59.296...
1 1241 Hyvelvägen None residential 0 0 LINESTRING (17.99273 59.29666, 17.99212 59.295...
2 1242 Spikvägen None residential 0 0 LINESTRING (17.99353 59.29640, 17.99299 59.295...
3 1243 Bultvägen None residential 0 0 LINESTRING (17.99439 59.29617, 17.99385 59.295...
4 1245 Tångvägen None residential 0 0 LINESTRING (17.99691 59.29512, 17.99637 59.294...
roads.head()
>>
osm_id name ref type oneway maxspeed geometry
0 3846609 None None motorway_link 1 0 LINESTRING (12.09100 57.67369, 12.09090 57.673...
1 4040303 E6 None motorway 0 0 LINESTRING (12.00496 57.84283, 12.00525 57.841...
2 4040436 None None motorway_link 1 0 LINESTRING (12.00643 57.79800, 12.00560 57.796...
3 4040439 None E 20 motorway 1 0 LINESTRING (11.99463 57.71530, 11.99492 57.715...
4 4040441 None E 20 motorway 1 0 LINESTRING (11.99520 57.71580, 11.99434 57.71536)
数据源
行政区域(见区域2(:https://www.diva-gis.org/datadown
道路和建筑物:https://mapcruzin.com/free-sweden-arcgis-maps-shapefiles.htm
我将问题追溯到索引为125779
的道路,该道路的坐标为:[(11.8892841, 57.6579022), (11.8892841, 57.6579022)]
,因此它基本上是一个点。当剪切时,该几何体被转换为"0";LINESTRING EMPTY";。也许它应该将这条空线转换为相应的点,但无论如何,我想应该在地质标准的绘图中进行修复,忽略这些空线,而不是引发这样一个不清楚的错误(请随时提交问题https://github.com/geopandas/geopandas/issues)。
同时,您可以通过只选择非emtpy几何图形来绘制数据:
roads.loc[~roads.geometry.is_empty].plot(ax=ax)