Antti Lipponen anttilipp

## plotCovidRiskGraph.py
# Antti Lipponen, 18 December 2021
import numpy as np
import matplotlib.pyplot as plt
from scipy.ndimage import zoom
import seaborn as sns
from matplotlib import rcParams
from matplotlib.colors import Normalize
import matplotlib as mpl
from matplotlib.colors import ListedColormap
import matplotlib.patheffects as PathEffects

## Tdata.csv
Country,ISOA3,Continent,1880,1881,1882,1883,1884,1885,1886,1887,1888,1889,1890,1891,1892,1893,1894,1895,1896,1897,1898,1899,1900,1901,1902,1903,1904,1905,1906,1907,1908,1909,1910,1911,1912,1913,1914,1915,1916,1917,1918,1919,1920,1921,1922,1923,1924,1925,1926,1927,1928,1929,1930,1931,1932,1933,1934,1935,1936,1937,1938,1939,1940,1941,1942,1943,1944,1945,1946,1947,1948,1949,1950,1951,1952,1953,1954,1955,1956,1957,1958,1959,1960,1961,1962,1963,1964,1965,1966,1967,1968,1969,1970,1971,1972,1973,1974,1975,1976,1977,1978,1979,1980,1981,1982,1983,1984,1985,1986,1987,1988,1989,1990,1991,1992,1993,1994,1995,1996,1997,1998,1999,2000,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019
"Afghanistan","AFG","Asia",-0.325,-0.160,-0.814,-0.773,-0.971,-1.133,-1.123,-0.478,0.088,-0.679,-0.617,-1.107,-0.323,-0.914,-1.006,-0.286,-0.299,-0.759,-0.959,0.192,-0.560,-0.291,0.206,-1.049,-0.403,-0.859,-0.386,-0.973,-0.615,-0.069,-0.620,-0.842,-0.251,-0.432,0.256,0.886,-0.614,-0.067,-0.513,-0.38

## makeSnowdepthFig.py
"""
Snow depth figure
version 6 April 2018
by Antti Lipponen

Copyright (c) 2018 Antti Lipponen

Permission is hereby granted, free of charge, to any person obtaining
a copy of this software and associated documentation files (the
"Software"), to deal in the Software without restriction, including

## readWriteNetCDF.py
"""
DEMO TO WRITE AND READ NETCDF FILES
version 27 March 2018
by Antti Lipponen

Copyright (c) 2018 Antti Lipponen

Permission is hereby granted, free of charge, to any person obtaining
a copy of this software and associated documentation files (the
"Software"), to deal in the Software without restriction, including

## runZonalTempViz.py
#
# Hi all,
# this is the Python code I used to make the visualization
# "Temperature anomalies, zonal means, 1900 - 2016"
# (https://twitter.com/anttilip/status/921809347658895361).
# Please be aware that originally I wrote this just to see how this type
# of visualization would work. The code was not ment to be published
# and therefore has only a couple of/no comments and is most likely
# not written in the most optimal way.
#

## oceanTemperatureAnomalies.py
#
# Hi,
# this is the Python code I used to make the sea surface temperature anomaly
# visualization https://twitter.com/anttilip/status/899005930141921280.
# This is a version in which the AREA of the circle represents the temperature
# anomaly (not radius).
# The data is included in this file but I plan to write some kind of tutorial
# in the near future how the average temperatures were computed (using GDAL
# and suitable masks).
# Feel free to improve, modify, do whatever you want with this code. If you decide

## temperatureCircle.py
#
# Hi all,
# this is the Python code I used to make the visualization "Temperature circle"
# (https://twitter.com/anttilip/status/892318734244884480).
# Please be aware that originally I wrote this for my tests only so the
# code was not ment to be published and is a mess and has no comments.
# Feel free to improve, modify, do whatever you want with it. If you decide
# to use the code, make an improved version of it, or it is useful for you
# in some another way I would be happy to know about it. You can contact me
# for example in Twitter (@anttilip). Unchecked demo data (no quarantees)

## solarzenithazimuthdemo.py
"""
DEMO TO COMPUTE SOLAR ZENITH ANGLE
version 6 April 2017
by Antti Lipponen

Copyright (c) 2017 Antti Lipponen

Permission is hereby granted, free of charge, to any person obtaining
a copy of this software and associated documentation files (the
"Software"), to deal in the Software without restriction, including

## SentinelChangeTest.sh
#!/bin/bash
#
# A quick test script for analyzing changes in Sentinel-2 R, G, and B bands
# Made by Antti Lipponen (Twitter @anttilip)
# 12 February 2017
#
# keywords: satellite, Sentinel-2, remote sensing, data processing, gdal, imagemagick
#
########################

## spatialresolution.sh
#!/bin/bash
#
# Script for generating spatial resolution test images
# Made by Antti Lipponen (Twitter @anttilip)
#
#
# Imagemagick and gdal used for processing
#
#
# Test cases:
	# Antti Lipponen, 18 December 2021
	import numpy as np
	import matplotlib.pyplot as plt
	from scipy.ndimage import zoom
	import seaborn as sns
	from matplotlib import rcParams
	from matplotlib.colors import Normalize
	import matplotlib as mpl
	from matplotlib.colors import ListedColormap
	import matplotlib.patheffects as PathEffects
	"""
	Snow depth figure
	version 6 April 2018
	by Antti Lipponen

	Copyright (c) 2018 Antti Lipponen

	Permission is hereby granted, free of charge, to any person obtaining
	a copy of this software and associated documentation files (the
	"Software"), to deal in the Software without restriction, including
	"""
	DEMO TO WRITE AND READ NETCDF FILES
	version 27 March 2018
	by Antti Lipponen

	Copyright (c) 2018 Antti Lipponen

	Permission is hereby granted, free of charge, to any person obtaining
	a copy of this software and associated documentation files (the
	"Software"), to deal in the Software without restriction, including
	#
	# Hi all,
	# this is the Python code I used to make the visualization
	# "Temperature anomalies, zonal means, 1900 - 2016"
	# (https://twitter.com/anttilip/status/921809347658895361).
	# Please be aware that originally I wrote this just to see how this type
	# of visualization would work. The code was not ment to be published
	# and therefore has only a couple of/no comments and is most likely
	# not written in the most optimal way.
	#
	#
	# Hi,
	# this is the Python code I used to make the sea surface temperature anomaly
	# visualization https://twitter.com/anttilip/status/899005930141921280.
	# This is a version in which the AREA of the circle represents the temperature
	# anomaly (not radius).
	# The data is included in this file but I plan to write some kind of tutorial
	# in the near future how the average temperatures were computed (using GDAL
	# and suitable masks).
	# Feel free to improve, modify, do whatever you want with this code. If you decide
	#
	# Hi all,
	# this is the Python code I used to make the visualization "Temperature circle"
	# (https://twitter.com/anttilip/status/892318734244884480).
	# Please be aware that originally I wrote this for my tests only so the
	# code was not ment to be published and is a mess and has no comments.
	# Feel free to improve, modify, do whatever you want with it. If you decide
	# to use the code, make an improved version of it, or it is useful for you
	# in some another way I would be happy to know about it. You can contact me
	# for example in Twitter (@anttilip). Unchecked demo data (no quarantees)
	"""
	DEMO TO COMPUTE SOLAR ZENITH ANGLE
	version 6 April 2017
	by Antti Lipponen

	Copyright (c) 2017 Antti Lipponen

	Permission is hereby granted, free of charge, to any person obtaining
	a copy of this software and associated documentation files (the
	"Software"), to deal in the Software without restriction, including
	#!/bin/bash
	#
	# A quick test script for analyzing changes in Sentinel-2 R, G, and B bands
	# Made by Antti Lipponen (Twitter @anttilip)
	# 12 February 2017
	#
	# keywords: satellite, Sentinel-2, remote sensing, data processing, gdal, imagemagick
	#
	########################
	#!/bin/bash
	#
	# Script for generating spatial resolution test images
	# Made by Antti Lipponen (Twitter @anttilip)
	#
	#
	# Imagemagick and gdal used for processing
	#
	#
	# Test cases: