Your README is a first entry point to the project, and should summarize what it does, how to contribute and get help, and where to find more details. Currently I feel that the detailed workflow makes it difficult to get a overall picture of the package.
[x] Migrate README walkthrough to notebooks, or condense example
[x] Provide easily-digestible workflow steps
Any examples in the README should be pretty short; it's better to give more detail in separate documentation that you link to. See the verde package's README and documentation for a good example (published in JOSS!).
I suggest that you move most of the Workflow example section to a separate notebook or notebooks, and provide only a short walkthrough of the key steps. Something like this, with the links pointing to the more detailed documentation:
CometTS workflow
To use CometTS, you must define your area of interest, provide a CSV file documenting how your imagery is organized, and then run one of the CometTS analysis tools. This usually takes the following steps
Outline and download your AOI with a service like [geojson.io]()
Organize your imagery and document it with the [CometTS.CSV_It tool]()
Analyze your data using:
[CometTS]() for trend analysis (optionally, mask unwanted clouds and other features with [--maskit option]())
or [CometTS.ARIMA]() for averaging and anomaly detection
Plot the results using one of [the plotting notebooks]()
Your README is a first entry point to the project, and should summarize what it does, how to contribute and get help, and where to find more details. Currently I feel that the detailed workflow makes it difficult to get a overall picture of the package.
Any examples in the README should be pretty short; it's better to give more detail in separate documentation that you link to. See the verde package's README and documentation for a good example (published in JOSS!).
I suggest that you move most of the Workflow example section to a separate notebook or notebooks, and provide only a short walkthrough of the key steps. Something like this, with the links pointing to the more detailed documentation:
CometTS workflow
To use CometTS, you must define your area of interest, provide a CSV file documenting how your imagery is organized, and then run one of the CometTS analysis tools. This usually takes the following steps
--maskit
option]())(JOSS review thread)