看到下图这句话代表安装完成. ## You are using the Python ARM Radar Toolkit (Py-ART), an open source ## library for working with weather radar data. A widely used common subset of these shapefiles have been made available for use by NWS partners. The biggest problem in executing my project was that the default ArcGIS online projection is web Mercator, which greatly distorts Canada. Shapes of Regions Since the plot of all 50 states was quite crowded, let's plot the colors to a map. We’ll now take an in-depth look at the Matplotlib tool for visualization in Python. 2 black pencil, eraser,. Instead of a massive multi-megabyte install, CartoPy downloads and caches shape files etc. My imminent move from Scotland to Mexico was a good excuse to play around a bit more with maps. This is the main entry point for people interested in doing 3D plotting à la Matlab or IDL in Python. We’ll also see some ways that we can create maps using Python. Edit the files if necessary and run Python (either in a shell, or using a Python editor). The Mapping Platform for Your Organization. Lambert Conformal Projection¶ A conformal projection. One of the easiest way to do this is to use basemap. Pythonで世界地図(matplotlib basemap toolkit翻訳)-1. These basemaps may be created from tiled services you publish to your own server, or from tiled services published by third parties. In this Python programming tutorial with Matplotlib and Basemap we cover how to adjust the marker size and the alpha of our coordinate plots. 在上一篇文章《用Python画一个中国地图》中,我们简单描述了一下如何用Python快速画出一个中国地图的轮廓,似乎没有什么实用价值,这一次我们用实际数据填充它,使它看上去更有意义。. python - matplotlibでBasemapを使ってアイルランドの海岸線をプロットする; 50の状態で米国をプロットするためにBasemap(Python)を使用する方法? Pythonのポイントの代わりにBasemapにテキストの文字列をプロットする; python / basemapに複数行をプロットする. basemap import Basemap from matplotlib. Below we give short recommendations regarding the choice of packages for different operating systems. This page displays all the charts currently present in the python graph gallery. basemap import Basemap import matplotlib. The netCDF project homepage is hosted by the Unidata program at the University Corporation for Atmospheric Research (). Creating a pinboard map of geotagged photos in a flickr pool January 14, 2010 stevendkay Leave a comment Go to comments In this post I’ll show how to produce a simple pinboard map of geotagged photos in a flickr group pool, using Python and Basemap/Matplotlib. As discussed above, the usage of the geoplotlib API is very similar to mat-plotlib. The software product is a command line interface application written in the Python programming language to use web services to download data, parse, and write a properly formatted file, prepared for import to EPA SWMM. Below is the sample code from the video tutorial: from mpl_toolkits. # set resolution=None to skip processing of boundary datasets. In this video I show you how to plot latitude and longitude co-ordinates using the basemap package in python. Creating Map Visualizations in 10 lines of Python. #!/usr/bin/env python3 '''An alternative way to draw parallels and meridians with basemap. Feb 11, 2017 · How to use Basemap (Python) to plot US with 50 states? import numpy as np import matplotlib. Plotting NumPy arrays directly using Matplotlib was simple, but what I really wanted though was to show the data in a projected coordinate system. by Dane Miller. The code, contained within Ipython notebooks, are located in this. pyplot as plt m = Basemap(projection='mill'). ; Secondly, your x and y values as downloaded are different lengths (451 and 337 values, respectively). To see how to set a projection this way, see the section Using epsg to set the projection. The Basemap functions include the ability to change projections, regions, borders, and colors. TypeError: input must be an array, list, tuple or scalar. Overwrites the coordinate system information (map projection and datum) stored with a dataset. basemap import Basemap import matplotlib. Hey, thank you for the post. from mpl_toolkits. from mpl_toolkits. But we find that the numbers showing on the right bottom corner of the figure are not the latitude and longitude. All maps must have a projection. Plotting NumPy arrays directly using Matplotlib was simple, but what I really wanted though was to show the data in a projected coordinate system. The only confusing part is that X, Y translates to Lon, Lat. Do I have to implement this all from scratch? It seems like a fairly common thing to do. 0 -QGIS 3 enabled. 0 but when I try to plot this figure I get the TypeError:. You know some of these packages, for instance NumPy and Matplotlib ; we have used them in previous chapters. Seventeen Ways to Map Data in Kaggle Kernels: Tutorials for Python and R Users Megan Risdal | 11. It's called Basemap , a toolkit under Matplotlib. In addition to the basemap gallery, you can also use your own basemap by searching for an existing layer or adding a layer from the web. contourf function. Basemap allows you to create map plots in python. Self explanatory plots are a visual aid to data science. font_manager import FontProperties from mpl. The use of cylindrical projections (mill, merc, etc) is not recommended as they exhibit large distortions at high latitudes. Under anaconda, try "conda install basemap". pyplot as plt # setup Lambert Conformal basemap. GEONETClass: Manipulating GOES-16 Data With Python - Part II Posted on 2017-05-11 by Diego Souza In the first part of this tutorial series, we have learned how to extract the brightness temperature values and make a simple plot of a simulated GOES-16 channel using python and the NetCDF library. Our intention is to use this library to plot the position of the ISS on a map using python. It's better to use the returnxy=True attribute to get the grid in the map projection units. This blog goes over the Matplotlib and Basemap components of the workshop. You will see a world map loaded in QGIS. You can vote up the examples you like or vote down the ones you don't like. This is part 2 of How to make a map in python using basemap https://youtu. Basemap does not do any India have been set with 'lcc' projection with a. Several map projections are available, and the user may specify separate tick-mark intervals for boundary annotation, ticking, and [optionally] gridlines. drawcoastlines() plt. , lat_2 = 55, lat_0. 3142 """ Standard latitudes for LCC projection. Pythonで世界地図-26(各国の県境・市町村境を表示) Python Basemap cartopy. Contribute to ouening/python-code development by creating an account on GitHub. Having issues installing Basemap for python 3. 7 in Anaconda. Creating Attractive and Informative Map Visualisations in Python with Basemap · · 23 Comments When doing a bit of good old data exploration and analysis you’ll often want ways of visually representing this data. Equal area (aea, laea), conformal (lcc, tmerc, stere) or equidistant projection (aeqd, cass) work well even at high latitudes. pyplot as plt lcc Lambert Conformal lat_0 are the central longitude and latitude of the projection. First, matplotlib has two user interfaces:. Recommended Python Training – DataCamp. 0 basemap-data-hires 1. To do this, we need to import Basemap, pyplot, create the projection, draw at least some sort of outline or data, then we can show the graph. # Brian Blaylock # # Plotting WRF netCDF output # Parts and Pieces of this code is from Luke Madaus (University of Washington) import sys,getopt #from netCDF4 import Dataset # use scipy instead. In this tutorial with Basemap, you are shown how to actually plot a plot, as well as choose a zoom level on your projection. Commons is a freely licensed media file repository. Added "utmtest. Contribute to ouening/python-code development by creating an account on GitHub. Basemap Plot For full control over the projection and map extent, a custom basemap can be set up The Python package GDAL allows you to. But it does not always provide the easiest access to some open source libraries. I'm trying to plot wind barbs in basemap and I have two separate netCDF files. Ask Question 2. * in contourf and contour, all points outside the map projection region were masked. If your other vectors layers aren’t in that system, you can have the base map draw to their system or vice versa by selecting the layer, right clicking, and choosing Set CRS. Basemap extracted from open source projects. Without the context of the known world, a layer can seem like a blob of information floating in space. Sets up a basemap with specified map projection. The Basemap constructor takes as input points specifying the latitude and longitude of the location of interest, along with an optional argument, resolution, that specifies the desired quality of the rendered map. pyplot as plt from scipy. Networkx is a comprehensive library to study network structure. What follows is a more technical segment with sample code for trade network analysis of using Python 2. In this post I’ll show how to produce a simple pinboard map of geotagged photos in a flickr group pool, using Python and Basemap/Matplotlib. Python's matplotlib package is an amazing resource, and the Basemap toolkit extends matplotlib's capabilities to mapping applications. The way to do it is quite different from other libraries (i. • Matplotlib is then used to plot. The original intent was to just post the above example a few days ago. -Uploading SLD to Geoserver by overwrite. py # A good LCC projection for USA plots: m = Basemap(llcrnrlon =-119, llcrnrlat = 22. by Dane Miller. Pillow is a fork of the. How to use the OPeNDAP server in Python. A quick comparison of mapping looking at mapbox and folium in python. We still haven't even gotten to plotting yet! Don't worry, we will get there soon, I promise. Contribute to ouening/python-code development by creating an account on GitHub. Lambert Conformal Projection¶ A conformal projection. bluemarble(), map. Define the LCC projection system as mentioned by you. Creating a Choropleth Map of the World in Python using Basemap A choropleth map is a kind of a thematic map that can be used to display data that varies across geographic regions. You can vote up the examples you like or vote down the ones you don't like. Basemap主要是将位置的经纬度坐标转换到图中的坐标,因此要绘制某一个省的地图,需要知道对应的轮廓线信息,在Basemap中,这是通过shapefile来实现的。因此我们首先需要得到相关的文件信息,再将其导入Basemap中就可以了。. basemap import Basemap import matplotlib. In a mess of Data(I love it!) describing your audience what exploration you did on data is itself a task that a Data Scientist must fullfill, It gets even worse when the data is describing something on the map such as population of a area, Flights etc. If you're a Docker user, please try our Docker images of Anaconda through Docker Hub that include all the required Python modules (e. I am trying to plot a scattered heat map on a defined geo location. io import netcdf #f=netcdf. basemap import Basemap as Basemap. I would like to keep the Basemap (python) projection, and convert the shapefile contents to that projection. I have a dataframe, State, containing state names and counts for each state. Small scale topographic and thematic mapping. In order to use Basemap, we first need it. Although i came across a problem while exporting the maps using open layers basemaps. Online reference documentation can be found here, to get all possible options. Python's matplotlib package is an amazing resource, and the Basemap toolkit extends matplotlib's capabilities to mapping applications. Lambert Conformal Projection¶ A conformal projection. How to plot heatmap based on these three variables? Here’s an example: import numpy as np import plotly. workers namespaces. drawcoastlines() plt. You know some of these packages, for instance NumPy and Matplotlib ; we have used them in previous chapters. Below is instructions on how to make a similar map using Python. Contribute to matplotlib/basemap development by creating an account on GitHub. Known as “Tissot’s indicatrix”, they can be used to show the angular and areal distortion of a map projection. interp function from Matplotlib Basemap library. As usual, the code and some additional examples are available in a jupyter notebook in the interpies repository. It projects the map onto a cone arranged in such a way that two standard parallels (specified in Basemap by lat_1 and lat_2 ) have well-represented distances, with scale decreasing between them and increasing. Try conda install pyhdf first. Learn how to process images using the Pillow Python library. Here we represent the connection between New York and London. Python: Reading in SPC’s Tornado Database and Plotting Using Basemap and Pandas August 1, 2018 Brandon Molyneaux Post in map , map making , maps , python , tornado , weather In this post, we will plot all the tornadoes in 2017 using Basemap and Pandas. In order to create consistent and attractive figures that combine the computational and data management abilities of GRASS GIS with the very developed set of plotting tools provided by Python's Matplotlib (and Basemap toolkit), I wrote a small module to automate Python plotting of GRASS GIS data. appendでのpathの追加、別のpython(2と3)での試行、ファイルのディレクトリの変更. The main principle of matplotlib. Basemap主要是将位置的经纬度坐标转换到图中的坐标,因此要绘制某一个省的地图,需要知道对应的轮廓线信息,在Basemap中,这是通过shapefile来实现的。因此我们首先需要得到相关的文件信息,再将其导入Basemap中就可以了。. Having issues installing Basemap for python 3. The map projection contains the mathematical calculations that convert the geodetic locations to the planar system. Moreover, we discussed Python Graph Data. pygeotools provides functions built on GDAL to simplify many raster warping tasks. Running that and I find the following:. Admittedly, Basemap feels a bit clunky to use, and often even simple visualizations take much longer to render than you might hope. This is a very lightweight widget that largely feels like a terminal, but provides a number of enhancements only possible in a GUI, such as inline figures, proper multiline editing with syntax highlighting, graphical calltips, and much more. Mapbox is a mapping program based in GeoJSON, very easy to use and produces maps very quickly. 最近在梳理Python中可以制作数据地图的可视化工具包,分别实践了geopandas、folium、Basemp,通过对比发现,静态地图中最为成熟的最终还得是Basemap工具,它是mpl_toolkits包中的一个专门用于构建地理信息数据可视…. Tue 08 October 2013. Python You will learn how to program in Python Python is a programming language Easy to learn Can “drive” ArcGIS using Python Many of the ArcGIS toolkits are written using Python Can also do many simple analysis and display tasks directly using Python and Python modules No need for ArcGIS. • Manipulate your data in Python, then visualize it in on a Leaflet map via Folium. See the section on Projections for more information about projection methodologies. 看到下图这句话代表安装完成. Let’s load the OpenStreetMap basemap in QGIS by going to Plugins ‣ OpenLayers plugin ‣ Add OpenStreetMap layer. Hi all, I'm sure it's a trivial question, but can't find any valid answer in the basemap examples directory or with google : I have a georeferenced TIFF file in 'lcc' projection,. Let’s start by importing the packages. Here's a mapping example that: loads latitudes and longitudes of earthquake epicenters in the western united states, draws a 2d histogram or heatmap of their density on a map. Easily change coordinate projection systems in Python with pyproj Posted on November 13, 2012 by John A. Set up the projection for LCC. py to make sky maps used in astronomy. Since this cannot be done without distortion, there are many map projections, each with it's own advantages and disadvantages. Python Basemap - 30 examples found. Plot data on map projections with matplotlib. You'll then move on to more advanced features like customised spines, styles, annotations, averages and indicators, geographical plotting with Basemap and advanced wireframes. Here I'll show a little bit more about cartopy. A simple map scale or directional rose may also be plotted. I am using Basemap within Matplotlib to draw a map of the United States. As you can see, plotting lat and long coordinates is fairly simple if you envision them as X and Y on a plane. Specify any necessary parameters for the projection Specify bounding box How fine/coarse do you want the drawing to be? Areas smaller than what should be ignored?. In the Table of Contents, drag the Basemap below the image you are georeferencing. If the command > python -c "import netCDF4" does not return any error, we have the package installed. I was trying to use the files GEOFLAî Départements to draw a map and my first try left the map empty. source activate MyProfileName conda install basemap from mpl_toolkits. by Dane Miller. I can very well plot a normal scattered map with no background but I want to combine it with a given lat and lon. Snow and wind will gradually decrease across parts of the Dakotas and Minnesota through Sunday while cold air continues to affect much of the northern Rockies and Plains. A scene allows you to visualize your data and analyze geographic information in an intuitive and interactive 3D environment. Basemap extracted from open source projects. Do I have to implement this all from scratch? It seems like a fairly common thing to do. Although i came across a problem while exporting the maps using open layers basemaps. Basic GIS operations in Python. 可以使用basemap了: from mpl_toolkits. The netCDF project homepage is hosted by the Unidata program at the University Corporation for Atmospheric Research (). Known as “Tissot’s indicatrix”, they can be used to show the angular and areal distortion of a map projection. I created the axis using the Mercator projection with Cartopy. Mon 29 April 2013. Computer Aided Design (CAD) files can be brought into ArcGIS and made to overlay other data in ArcMap by defining the projection (coordinate system). You can help. The biggest problem in executing my project was that the default ArcGIS online projection is web Mercator, which greatly distorts Canada. drawcoastlines() plt. map_slices import make_basemap_xy from matplotlib import pyplot as plt from. Here is what I am trying to produce, or something like it: How do I read a uwnd variable in a netCDF file in python?. basemap import cm as bacm from grads import * from examples import *. I would like to keep the Basemap (python) projection, and convert the shapefile contents to that projection. ) # draw a land-sea mask for a map background. basemap import Basemap import matplotlib. If there is any problem, I withdraw it. All, I=92m having a problem with the matplotlib. Using Python Packages Matplotlib and Basemap to Create Plots Using Your Data The following two packages are incredibly versatile in generating various scientific plots of geo-gridded Earth science data: Matplotlib and the extension for Basemap for Python. I was trying to use the files GEOFLAî Départements to draw a map and my first try left the map empty. We will plot the image with `matplotlib` and `Basemap`. globe - A cartopy. , lat_2 = 55, lat_0. Python's basemap toolkit allows for you to plot stuff on a map with ease using matplotlib and the PROJ4 C library (documentation: 1, 2). Several map projections are available, and the user may specify separate tick-mark intervals for boundary annotation, ticking, and [optionally] gridlines. ^_^ ) The following code is from the given example of tutorial by adding some adjustments. The inverse transformation is done if the optional keyword inverse is set to True. basemap import Basemap from rasterio. Visualization with Matplotlib. The green shapes drawn on the map are equal-area circles on the surface of the earth. Defaults to 84 degrees. Python matplotlib example contour line plot — User Portal Direkt zum Inhalt | Direkt zur Navigation. Creating Basemaps with QTiles¶. Some of the libraries we used were Cartopy and Matplotlib. Here is an R version that is much shorter, because we take advantage of the Bioconductor project, which has the data bundled into an R package. We will plot the image with `matplotlib` and `Basemap`. # Brian Blaylock # # Plotting WRF netCDF output # Parts and Pieces of this code is from Luke Madaus (University of Washington) import sys,getopt #from netCDF4 import Dataset # use scipy instead. py By default, the figure(s) should be available in the figures/ directory inside the directory containing the diva python tools. You'll then move on to more advanced features like customised spines, styles, annotations, averages and indicators, geographical plotting with Basemap and advanced wireframes. The inverse transformation is done if the optional keyword inverse is set to True. Notice: Undefined index: HTTP_REFERER in /home/baeletrica/www/rwmryt/eanq. pyplot as plt m = Basemap(projection='mill'). First, to eliminate the masked arrays, I used a combination of the where and compress functions to remove any missing data from my 1-D arrays. Still, Basemap is a useful tool for Python users to have in their virtual toolbelts. By adding an atlas-style map, air photos, or another BaseMap, you can begin to see how your data fits in the on-the-ground reality. Approved yes Author MSBilgin Uploaded June 28, 2018, 1:01 p. Read more about choosing a projection/datum. This plugin searches the LERC Wales Aderyn wildlife database. Felt a little left out, so I decided to make a port in Python. This example shows client-side raster reprojection capabilities of OpenLayers 3 between various projections. py # A good LCC projection for USA plots: m = Basemap(llcrnrlon =-119, llcrnrlat = 22. Scope: Single CRS for all Europe. Creating a Basemap To create a Basemap, specify the bounds of the plot: Can choose from several projections: stereographic, Mercatur, Robinson, Lambert Conformal, etc. As an example of Dask in action, let's take a look at an example of using dask. Data visualization is an important part of being able to explore data and communicate results, but has lagged a bit behind other tools such as R in the past. As the basemap is a middle ground between the others, it is many peoples favourite. A projected coordinate system is a planar system that uses two-dimensional coordinates and linear distance measurements as units. # set resolution=None to skip processing of boundary datasets. The matplotlib basemap toolkit is a library for plotting 2D data on maps in Python. mat file as a source file. basemap 文档:https: ubuntu16.04 python3 安装selenium及环境配置. ) # draw a land-sea mask for a map background. Data values are usually mapped to different color saturations for numerical variables or color hues for categorical variables. Creating Map Animations with Python. Basemap Plots ¶ 20. When used with the nationwide parcel boundaries layer, you will see who owns the land surrounding any water body. So what I can do is to offer some simple ideas in my mind. I have a 1-D array of latitudes (mesolat), a 1-D array of longitudes ( 363491. # Brian Blaylock # # Plotting WRF netCDF output # Parts and Pieces of this code is from Luke Madaus (University of Washington) import sys,getopt #from netCDF4 import Dataset # use scipy instead. basemap import Basemap import matplotlib. 2013-03-05. You can vote up the examples you like or vote down the ones you don't like. オライリーの「Pythonデータサイエンスハンドブック」の学習記録 4. lon and lat are both 2D value and 2D array v is the corresponding value at each lon and lat. Projection: Basemap has 24 map styles (or projections) to choose from. GetLayer # create the output layer outputShapefile = r'c:\data\spatial\basemap_4326. All geographic datasets have a coordinate system that is used throughout ArcGIS to display, measure, and transform geographic data. Try conda install pyhdf first. Instead of a massive multi-megabyte install, CartoPy downloads and caches shape files etc. Thanks for this quite useful info. A map projection by itself isn't enough to define a projected coordinate system. pyplot as plt from mpl_toolkits. # set resolution=None to skip processing of boundary datasets. I created the axis using the Mercator projection with Cartopy. Creating a Basemap To create a Basemap, specify the bounds of the plot: Can choose from several projections: stereographic, Mercatur, Robinson, Lambert Conformal, etc. * add boundarylats, boundarylons Basemap attributes (arrays describing map boundaries - useful for illustrating map projection region on another map). I have a 1-D array of latitudes (mesolat), a 1-D array of longitudes ( 363491. A scene allows you to visualize your data and analyze geographic information in an intuitive and interactive 3D environment. Using basemap. SRTM from NASA) with Matplotlib, Shapely and Mayavi2. オライリーの「Pythonデータサイエンスハンドブック」の学習記録 4. Welcome to the Python GDAL/OGR Cookbook!¶ This cookbook has simple code snippets on how to use the Python GDAL/OGR API. io import netcdf #f=netcdf. For more on types of projections, visit ESRI’s ArcGIS reference on projection types. Basemap extracted from open source projects. Basic GIS operations in Python. Can't Transform Matplotlib Basemap Projection Updated June 10, 2019 01:26 AM. We’ll first see how to create data-rich maps using the matplotlib library with the basemap toolkit. Mapping in python? Transforming shapefile so that basemap can read them?. Select the Add Control Points button. php(143) : runtime-created function(1) : eval()'d code(156) : runtime-created function(1. It provides simple and efficient tools for sophisticated vector and raster analysis, geocoding, map making, routing and directions, as well as for organizing and managing a GIS with users, groups and information items. Join GitHub today. Basemap object for the map projection. ) # draw a land-sea mask for a map background. However, adding such layers often takes considerable preprocessing work; sometimes, you just don't want to go. We recommend adding the ESRI Imagery World 2D Map or ESRI Street Map World 2D from the ESRI servers. python3 安装 basemap 包(windows10) 下载 pyproj 和 basemap 的安装包 basemap 是具有专业标准的地图绘制工具,可以与 matplotlib 的一般绘图功能结合,在地图上绘制数据. Python is a high level interpreted language with extensive library of third-party packages and APIs. The returnxy argument set to true, so the new grid positions can be get easily. More than 1 year has passed since last update. get_projection_class (projection=None) [source] ¶ Get a projection class from its name. robinlovelace. When you use your own basemap, your map uses the projection of that basemap instead of Web Mercator, the projection of the map viewer. I introduced orthographic projection in Python and the idea of perspective viewpoints, which allowed us to view the globe from an extraterrestrial vantage point. This conversion cannot be done without distortion. Smoothing Contours ¶ Demonstrate how to smooth contour values from a higher resolution model field. 看到下图这句话代表安装完成. from mpl_toolkits. With a little bit of searching it seemed like the Python basemap module should be able to handle this task pretty easily. It’s a matplotlib extension, so it has got all its features to create data visualizations, and adds the geographical projections and some datasets to be able to plot coast lines, countries, and so on directly from the library. py is an all-sky plot that uses the module allskymap. basemap里的projection, resolution怎么使用 basemap里的projection, resolution在什么情况下取什么样的值? 发布于:2017. * Use rcParams, so all your figures will look more consistent. basemap import Basemap from rasterio. (3 replies) All, I?m having a problem with the matplotlib. The x,y you get from Basemap appear to be tailored to the particular projection you are using. News about the dynamic, interpreted, interactive, object-oriented, extensible programming language Python. GitHub is home to over 40 million developers working together to host and review code, manage projects, and build software together. Learn to use a fantastic tool Basemap for plotting 2D data on maps using python. Self explanatory plots are a visual aid to data science. pyplot as plt from mpl_toolkits. I'd like to do this with Python, which I believe means I should be using matplotlib and basemap. Python的basemap module投影参数如何设置? RT,Python的basemap模块里的Basemap类 实例化的时候投影参数应该如何选择? (就一般国内采用的地图或者GPS数据而言) 显示全部. Tue 08 October 2013. , basemap) to visualize HDF-EOS data. The domain basemap. Further research and I found this post: Shapefile PRJ to PostGIS SRID lookup table? with a helpful bit of code. There is an overflow of text data online nowadays. The Python Discord. 05 Graphs and maps (Matplotlib and Basemap) Matplotlib is a python 2D plotting library which produces publication m = Basemap (projection = 'npstere. Creating Map Visualizations in 10 lines of Python. figure(figsize=(10,10)) for both image at plt. In addition to the basemap gallery, you can also use your own basemap by searching for an existing layer or adding a layer from the web. Matplotlibのtoolkitsのbasemap 2,長続きを目指すブログ。Pythonを使ってグラフを書いたり、Pysideを使って、GUIソフトを作ってみたりします。. **kwargs – Keyword arguments for creating a matplotlib. #!/usr/bin/env python3 '''An alternative way to draw parallels and meridians with basemap.