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How to combine multiple netcdf files , then filter by date and be able to build a timeseries

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Glend
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Hi, Here is what I am trying to do:

1. I have a list of 300 netcdf files. They belong to the same exact location and show the change over time. 
2. I would like to plot them on a basemap where I can see the change over time in an animated mode. Still I need a filter on the side to be able to control the period.
3. Netcdf files carry water pixel values for different spots in the frame. I would like to build a dashboard with a couple of trendline graphs that if click on the map I will be able to see the trend reflected on the graph.

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