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Gridding Report
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Tue Jan 16 17:38:29 2024
Elapsed time for gridding: 	0.02 seconds

Data Source

Source Data File Name: 	C:\Users\Ed\Documents\CLIMO\WI-CLIMO\WI-STATIONS\Normals_maps\Temp\T-normal_maps_1991-2020\WI-Temp-maps-1991-2020.xlsx (sheet '1991-2020TAve map')
X Column: 	Z
Y Column: 	Y
Z Column: 	R

Filtered Data Counts

Active Data:	245

Original Data:	245
Excluded Data:	0
Deleted Duplicates:	0
Retained Duplicates:	0
Artificial Data:	0
Superseded Data:	0

Exclusion Filtering

Exclusion Filter String:	Not In Use

Duplicate Filtering

Duplicate Points to Keep:	First
X Duplicate Tolerance:	7.5E-07       
Y Duplicate Tolerance:	5.5E-07       

No duplicate data were found.

Breakline Filtering

Breakline Filtering:	Not In Use

Z Data Transform

Transformation method:	Linear (use Z values directly)

No untransformable data were found.

Data Counts

Active Data:	245

Univariate Statistics

————————————————————————————————————————————
	X	Y	Z
————————————————————————————————————————————
 Count:                 	245	245	245

 1%-tile:               	-93.0958	42.2611	37.9
 5%-tile:               	-92.5336	42.5039	38.6666666667
10%-tile:               	-92.0225	42.6508	39.2666666667
25%-tile:               	-91.135	43.2119	41.7
50%-tile:               	-89.7322	44.1186	44.0333333333
75%-tile:               	-88.4378	45.3333	45.7333333333
90%-tile:               	-87.9403	46.0261	46.7333333333
95%-tile:               	-87.812	46.4656	47.2666666667
99%-tile:               	-87.3969	46.7781	48.5

Minimum:                	-93.2289	42.1928	36.8666666667
Maximum:                	-86.8911	46.8833	48.9333333333

Mean:                   	-89.8585310204	44.2843538776	43.6327891156
Median:                 	-89.7322	44.1186	44.0333333333
Geometric Mean:         	N/A	44.2665805492	43.5459864049
Harmonic Mean:          	N/A	44.248890712	43.4574333562
Root Mean Square:       	89.8721623361	44.3022032111	43.7177337057
Trim Mean (10%):        	-89.8326472727	44.249795	43.6642424242
Interquartile Mean:     	-89.7500235772	44.1846130081	43.9926829268
Midrange:               	-90.06	44.53805	42.9
Winsorized Mean:        	-89.8279914286	44.2566881633	43.6129251701
TriMean:                	-89.7593	44.1956	43.875

Variance:               	2.46000666379	1.58769137397	7.45036400134
Standard Deviation:     	1.56844083847	1.26003625899	2.72953549186
Interquartile Range:    	2.6972	2.1214	4.03333333333
Range:                  	6.3378	4.6905	12.0666666667
Mean Difference:        	1.80363117431	1.44992384075	3.10525928404
Median Abs. Deviation:  	1.3636	1.0122	1.86666666667
Average Abs. Deviation: 	1.35258	1.07792857143	2.23074829932
Quartile Dispersion:    	N/A	0.023958385096	0.0461303850553
Relative Mean Diff.:    	N/A	0.032741221533	0.0711680217327

Standard Error:         	0.100204009529	0.0805007636919	0.174383625909
Coef. of Variation:     	N/A	0.0284533057087	0.0625569794456
Skewness:               	-0.251726604905	0.264768626918	-0.410472445175
Kurtosis:               	1.91898118749	1.95435934126	2.28187157344

Sum:                    	-22015.3401	10849.6667	10690.0333333
Sum Absolute:           	22015.3401	10849.6667	10690.0333333
Sum Squares:            	1978866.36293	480857.876292	468253.858889
Mean Square:            	8077.00556297	1962.68520935	1911.24024036
————————————————————————————————————————————

Inter-Variable Covariance

————————————————————————————————
	X	Y	Z
————————————————————————————————
X: 	2.4600067	-0.8559793	0.2417137
Y: 	-0.8559793	1.5876914	-2.9055265
Z: 	0.2417137	-2.9055265	7.450364
————————————————————————————————

Inter-Variable Correlation

————————————————————————————————
	X	Y	Z
————————————————————————————————
X: 	1.000	-0.433	0.056
Y: 	-0.433	1.000	-0.845
Z: 	0.056	-0.845	1.000
————————————————————————————————

Inter-Variable Rank Correlation

————————————————————————————————
	X	Y	Z
————————————————————————————————
X: 	1.000	-0.420	0.045
Y: 	-0.420	1.000	-0.829
Z: 	0.045	-0.829	1.000
————————————————————————————————

Principal Component Analysis

————————————————————————————————————————
	PC1	PC2	PC3
————————————————————————————————————————
X:      	0.950817181017	0.950817181017	0.296813586641
Y:      	-0.241921883	-0.241921883	0.890197385827
Z:      	-0.193443766531	-0.193443766531	0.890197385827

Lambda: 	8.69521327591	2.62862174535	0.174227017829
————————————————————————————————————————

Planar Regression: Z = AX+BY+C

Fitted Parameters
————————————————————————————————————————
	A	B	C
————————————————————————————————————————
Parameter Value: 	-0.66286901844	-2.18740791303	80.9362989549
Standard Error:  	0.0509404752069	0.0634085892971	4.20817089689
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Inter-Parameter Correlations
————————————————————————————
	A	B	C
————————————————————————————
A:	1.000	0.433	0.799
B:	0.433	1.000	-0.196
C:	0.799	-0.196	1.000
————————————————————————————

ANOVA Table
————————————————————————————————————————————————————
Source 	df 	Sum of Squares 	Mean Square	F 
————————————————————————————————————————————————————
Regression:	2	1511.66470863	755.832354314	597.312311951
Residual:  	242	306.224107698	1.26538887478
Total:     	244	1817.88881633
————————————————————————————————————————————————————

Coefficient of Multiple Determination (R^2): 	0.831549594812

Nearest Neighbor Statistics

—————————————————————————————————
	Separation	|Delta Z|
—————————————————————————————————
 1%-tile:               	0.00456070170039	0.0333333333333
 5%-tile:               	0.0353141614653	0.1
10%-tile:               	0.0495185823707	0.233333333333
25%-tile:               	0.0913336739653	0.433333333333
50%-tile:               	0.161964008348	0.8
75%-tile:               	0.252457877675	1.53333333333
90%-tile:               	0.306903649375	2.16666666667
95%-tile:               	0.329548205882	2.63333333333
99%-tile:               	0.360756940335	3.26666666667

Minimum:                	0.000800000000012	0.0333333333333
Maximum:                	0.41604573066	4.46666666667

Mean:                   	0.171001499292	1.04204081633
Median:                 	0.161964008348	0.8
Geometric Mean:         	0.132843804174	0.711983865454
Harmonic Mean:          	0.0462275172604	0.346600170596
Root Mean Square:       	0.196138810384	1.31610812229
Trim Mean (10%):        	0.168673735904	0.979242424242
Interquartile Mean:     	0.165341551601	0.865582655827
Midrange:               	0.20842286533	2.25
Winsorized Mean:        	0.170001369666	0.994149659864
TriMean:                	0.166929892084	0.891666666667

Variance:               	0.00926674362213	0.648940262444
Standard Deviation:     	0.0962639268996	0.805568285401
Interquartile Range:    	0.161124203709	1.1
Range:                  	0.415245730659	4.43333333333
Mean Difference:        	0.110757136887	0.873424779748
Median Abs. Deviation:  	0.0785918307341	0.466666666667
Average Abs. Deviation: 	0.082263524443	0.612108843537
Quartile Dispersion:    	0.468668304793	0.559322033898
Relative Mean Diff.:    	0.647696876025	0.838186725571

Standard Error:         	0.0061500766951	0.051465869905
Coef. of Variation:     	0.562942005177	0.773067880624
Skewness:               	0.229938783155	1.09828861865
Kurtosis:               	2.02095049882	3.95174747104

Sum:                    	41.8953673265	255.3
Sum Absolute:           	41.8953673265	255.3
Sum Squares:            	9.42525607	424.374444444
Mean Square:            	0.0384704329388	1.73214058957
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Complete Spatial Randomness

Lambda:          	8.24154081775
Clark and Evans: 	0.981825078075
Skellam:         	488.069243151

Gridding Rules

Gridding Method: 	Kriging
Kriging Type: 	Point

Polynomial Drift Order: 	0
Kriging std. deviation grid: 	no

Semi-Variogram Model
Component Type: 	Linear
Anisotropy Angle: 	0
Anisotropy Ratio: 	1
Variogram Slope: 	2.83474

Search Parameters
No Search (use all data):	true

Output Grid

Grid File Name: 	C:\Users\Ed\Documents\CLIMO\WI-CLIMO\WI-STATIONS\Normals_maps\Temp\T-normal_maps_1991-2020\WI-Temp-maps-1991-2020-mam.grd
Grid Size (X*Y): 	100 x 74
Total Nodes:	7400
Filled Nodes:	7400
NoData Nodes:	0
NoData Value:	1.70141E+38

Grid Geometry

X Minimum:	-93.2289
X Maximum:	-86.8911
X Spacing:	0.064018181818182

Y Minimum:	42.1928
Y Maximum:	46.8833
Y Spacing:	0.064253424657534

Univariate Grid Statistics

——————————————————————————————
	Z
——————————————————————————————
 Count:                 	7400

 1%-tile:               	36.934932992
 5%-tile:               	37.6582136132
10%-tile:               	38.4934352253
25%-tile:               	40.470257998
50%-tile:               	43.2373206198
75%-tile:               	45.5887066933
90%-tile:               	46.5469692812
95%-tile:               	47.0447098189
99%-tile:               	47.9517792922

Minimum:                	36.8309375364
Maximum:                	48.7395897021

Mean:                   	42.8765081547
Median:                 	43.239407431
Geometric Mean:         	42.7681842516
Harmonic Mean:          	42.6582451067
Root Mean Square:       	42.9829416448
Trim Mean (10%):        	42.9279185639
Interquartile Mean:     	43.1521197069
Midrange:               	42.7852636193
Winsorized Mean:        	42.8968770305
TriMean:                	43.1334014827

Variance:               	9.13955597443
Standard Deviation:     	3.02316985537
Interquartile Range:    	5.11844869526
Range:                  	11.9086521658
Mean Difference:        	3.47019975273
Median Abs. Deviation:  	2.48469937741
Average Abs. Deviation: 	2.57762586429
Quartile Dispersion:    	0.0594760663648
Relative Mean Diff.:    	0.0809347566319

Standard Error:         	0.0351436357208
Coef. of Variation:     	0.0705087700814
Skewness:               	-0.271406071413
Kurtosis:               	1.93887136074

Sum:                    	317286.160345
Sum Absolute:           	317286.160345
Sum Squares:            	13671746.216
Mean Square:            	1847.53327244