我想在地图上绘制我的 Geopandas df。作为背景,我想要该地区的(道路)地图。喜欢 OSMnx 包,我想弄清楚如何使用它的输出(shapefile?网络?)作为我的情节背景
import osmnx as ox
G= ox.core.graph_from_place('Chengdu City', network_type='all_private',
simplify=True, retain_all=False,
truncate_by_edge=False, name='unnamed',
which_result=1, buffer_dist=None, timeout=180,
memory=None,
max_query_area_size=2500000000,
clean_periphery=True, infrastructure='way["highway"]', custom_filter=None)
这是网络图,现在我想在上面绘制我的 geopandas 点(和线):
dict= {'take_lat_1k': [31.47, 31.51, 30.54, 30.54],'take_lng_1k': [104.75, 104.67, 103.97, 103.97],
'return_lat_1k': [31.48, 31.49, 30.54, 30.54],'return_lng_1k': [104.71, 104.69, 103.97, 103.97]}
df= pd.DataFrame(dict)
# creating Geopandas geometries
geometry_t = [Point(xy) for xy in zip(df["take_lng_1k"],df["take_lat_1k"])]
geometry_r = [Point(xy) for xy in zip(df["return_lng_1k"],df["return_lat_1k"])]
lines = [LineString(ab) for ab in zip (geometry_t, geometry_t)]
# osmnx network as the fig,ax
fig, ax = ox.plot_graph(G)
# creating Geodf
geo_df_t = gpd.GeoDataFrame(df, geometry=geometry_t)
geo_df_t.plot(ax=ax, markersize = 20, color = "red" , alpha=1)
geo_df_line = gpd.GeoDataFrame(df, geometry=lines)
geo_df_line.plot(ax=ax, color = "black" , alpha=1 )
geo_df_r = gpd.GeoDataFrame(df, geometry=geometry_r)
geo_df_r.plot(ax=ax, markersize = 20, color = "green" , alpha=1 )
plt.show()
我得到的是漂亮的 osmnx 网络图,但它们之间没有我的点和线。这也出现在图像的底部: Figure size 432x288 with 0 Axes
我这样做对吗..?