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Working in GIS using free software like QGIS is a something, but integrate it with the most popular data science language is something else. Almost all of Remote Sensing and GIS software have implemented Python integration these days, but sometimes those features hidden in the user interface. If you are familiar with python, you must be know that python has something GIS software cant provide. And this state we have an urge to why not use both of them?, here is how to install thid party python libraries to QGIS which is sometimes not all of available python libraries already installed in default QGIS python configuration. 

Google Earth Engine is a revolutionary Remote Sensing Analysis platform that changed the remote sensing data processing landscape in extreme way. This platform is powered by Cloud Computing hosted by Google and you know, by the means of cloud computing now you are enabled to process and analyze tons of satellite data without sacrificing your computer hardware. You dont have to procure high end computer to enabling the robust and sophisticated remote sensing and digital image analysis workflow. You just need a browser to run all the complex processing. You only needs a good knowledge of javascript programming to make google earth engine works for you. On the other side, may be you are asking about what if I didnt have enough knowledge of javascript. What I am doing all the time is python programming. Dont worry my friends, now Google Earth Engine is also provides Python engine for you to use. You can run Google Earth Engine in the Google Colaboratory Environment, or you can also do it i...

All of the ArcGIS user may be has been known about arcgis desktop software and right now ArcGIS pro has been coming to replace all the good old days doing GIS in the 2000's and 2010's. But lesser known to common GIS users is that ESRI also develops the webGIS system as the complementer product for the desktop. They are ArcIMS, then they are evolved to ArcGIS Server, evolving again to Portal for ArcGIS and the rise up to the complete GIS system of ArcGIS Enterprise.  ArcGIS enterprise is such a superpower GIS system that they are not only offers seamless integration between Desktop GID and WebGIS, but also its API. ESRI API consist of several API system that dedicated to particular tasks inside a GIS workflow. One of them is ArcGIS API for Python. Just like its name ArcGIS python API is dedicated to handle python based spatial analysis and Portal management thru a python notebook interface. Its python notebook interface is similar to wellknown jupyter notebook. They offers fancy...