Get Started - Initial Setup

Python instllation and set up
- Download Anaconda
- Create virtual environments

Lesson 1 - Data IO

Station Data format
- Variable information for hourly data
Reading time-series station data
Another method of merged data files (shell script)
- Merge multiple datasets

Lesson 2 - Data management

Converting time zone to Mountain Time
- Conversion of local time from UTC
- Sample program for creating a new MT dated data set
Remove duplicate data and Connect to one series
- Function of data insertion
- Sample program for inserting (time series) dataset into a master file

Lesson 3 - QC/QA

Data required for quality control
- Remove outliers
- Remove spikes

Lesson 4 - Analysis

Analysis of time average
Analysis of daily maximum temperature
- Calculated daily maximum/minimum data

Lesson 5 - Visualization

Plot time series data
- Description of data structure and variables
Visualization tips
- Change plot background color
- Color name list
Map Projection (using Cartopy)
Map Projection (using PyGMT)

WeClimate-py

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Index

Index

© Copyright 2021, Megumi Chikamoto.

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