Temporal Difference Plot

Install pontiPy from TestPyPi Server through pip

In [1]:

# !pip install -i https://test.pypi.org/simple/ pontiPy==2.4

Import pontiPy

In [2]:

from pontiPy import *

Dependencies

In [3]:

import pandas as pd
import plotly.express as px

pontiPy + MapBiomass

Confusion Matrix (1985-1986)

In [5]:

display(df)

	Forest	Natural	Agriculture	NonVegetated	Water	NotObserved
Forest	595909521	202111	1123311	24087	254515	108
Natural	338378	57102895	171374	21774	180725	128
Agriculture	1090229	400869	175958382	116476	38080	74
NonVegetated	10149	12805	111343	2789543	7650	209
Water	66613	20937	11085	2131	15216393	65
NotObserved	126	78	86	147	603	22370

pontiPy + MapBiomass

Create a pontiPy Change Object

In [6]:

matrix_85_86 = pontiPy_Change(df)

Generate Change Matrix

In [7]:

matrix_85_86.matrix()

Out[7]:

	Forest	Natural	Agriculture	NonVegetated	Water	NotObserved	Sum	Loss
Forest	595909521	202111	1123311	24087	254515	108	597513653	1604132
Natural	338378	57102895	171374	21774	180725	128	57815274	712379
Agriculture	1090229	400869	175958382	116476	38080	74	177604110	1645728
NonVegetated	10149	12805	111343	2789543	7650	209	2931699	142156
Water	66613	20937	11085	2131	15216393	65	15317224	100831
NotObserved	126	78	86	147	603	22370	23410	1040
Sum	597415016	57739695	177375581	2954158	15697966	22954	851205370	4206266
Gain	1505495	636800	1417199	164615	481573	584	4206266