Comparing the movement of Red Foxes (Vulpes vulpes) in two Nature Reserves

Number of rows with NA:  20229

Total GPS Points & Tracking Duration (Days) per Fox

	S19M02	S19M03	B16M02	S18M03	S19F01	S19F06	S19F04	B17F04	B16M05	B16F02	S18F02	S19F05	S18M04	B16M06	B17F03	S18M02	B17M05	B16M03	B17M03	S19M01
Total Points	10063	6417	6406	6373	6335	5645	5492	5231	5150	5129	5048	5038	5034	4778	4716	4557	4289	4276	4259	4233
Duration (days)	81	55	88	61	84	42	41	64	52	50	38	37	52	36	63	79	45	66	53	33

	B17M04	S19M04	B17M02	B16F03	B17F05	B17F01	S18M01	S19F02	S18F01	B16F01	B17M01	B16M01	B16M04	S19F03	B17F02
Total Points	4172	4091	3857	3816	3742	3342	2965	2900	2321	1834	1590	1078	968	813	114
Duration (days)	46	31	46	38	37	28	64	23	26	36	33	10	9	20	1

Timelag stamps for foxes under 90 minutes

Viewing collected data:

remove outlier in somerley!

Question 1

Home range of animal size

MCP

AKDE

    Shapiro-Wilk normality test

data:  Brit_AKDE$area
W = 0.79381, p-value = 0.003065

    Shapiro-Wilk normality test

data:  Som_AKDE$area
W = 0.84872, p-value = 0.01666

    Wilcoxon rank sum test with continuity correction

data:  Som_AKDE$area and Brit_AKDE$area
W = 203, p-value = 9.46e-05
alternative hypothesis: true location shift is greater than 0

    Shapiro-Wilk normality test

data:  M_AKDE$area
W = 0.86961, p-value = 0.02682

    Shapiro-Wilk normality test

data:  F_AKDE$area
W = 0.89458, p-value = 0.09411

    Wilcoxon rank sum test with continuity correction

data:  M_AKDE$area and F_AKDE$area
W = 125, p-value = 0.3017
alternative hypothesis: true location shift is greater than 0

    Shapiro-Wilk normality test

data:  F_Brit$area
W = 0.88521, p-value = 0.2506

    Shapiro-Wilk normality test

data:  M_Brit$area
W = 0.72354, p-value = 0.004146

    Shapiro-Wilk normality test

data:  F_Som$area
W = 0.85549, p-value = 0.1379

    Shapiro-Wilk normality test

data:  M_Som$area
W = 0.89127, p-value = 0.2405

    Wilcoxon rank sum test with continuity correction

data:  M_Brit$area and F_Brit$area
W = 17, p-value = 0.9084
alternative hypothesis: true location shift is greater than 0

    Welch Two Sample t-test

data:  M_Som$area and F_Som$area
t = 2.1323, df = 9.3254, p-value = 0.03037
alternative hypothesis: true difference in means is greater than 0
95 percent confidence interval:
 0.08649294        Inf
sample estimates:
mean of x mean of y 
1.3526250 0.7507143 

    Wilcoxon rank sum test with continuity correction

data:  M_Som$area and M_Brit$area
W = 59, p-value = 0.002692
alternative hypothesis: true location shift is greater than 0

    Welch Two Sample t-test

data:  F_Som$area and F_Brit$area
t = 3.4568, df = 8.1158, p-value = 0.00421
alternative hypothesis: true difference in means is greater than 0
95 percent confidence interval:
 0.1893896       Inf
sample estimates:
mean of x mean of y 
0.7507143 0.3417143 

         Metric Value
1          Mean  0.71
2        Median  0.55
3           Max  2.65
4           Min  0.12
5         Range  2.54
6   Female Mean  0.55
7     Male Mean  0.86
8 Britford Mean  0.35
9 Somerley Mean  1.07

           Matric Value
1   Britford Mean  0.35
2 Britford Median  0.25
3   Somerley Mean  1.07
4 Somerley Median  0.92
5     Female Mean  0.55
6       Male Mean  0.86

           Metric Value
1 Female Britford  0.34
2 Female Somerley  0.75
3   Male Britford  0.37
4   Male Somerley  1.35

Question 2

SSF

Code text from here

Area under the curve: 0.5681

Area under the curve: 0.6103

Question 3

DIstancece to buildings

Proximity to Buildings by Fox (Including Counts Under 50m & 25m)

Metric	B16F01	B16F02	B16F03	B16M02	B16M03	B16M04	B16M05	B17M03	S18F01	S18F02	S18M01	S18M03	S18M04	S19F01	S19F03	S19F05	S19F06	S19M02	S19M03	S19M04	S19F02	B17F05	B17M01	B16M06	B17F04	S19M01	B16M01	B17M04	S19F04	S18M02	B17F03	B17M02	B17F01	B17M05	B17F02
Min_Distance_m	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.18	0.92	1.2	1.43	1.57	1.68	2.53	2.74	3.69	6.4	7.85	9.26	14.43	30.1	39.42
Points_Under_50m	59	45	1084	782	331	18	497	92	538	468	94	1918	1502	1019	184	157	1135	2211	3617	402	2.00	117.00	7.0	62.00	175.00	233.00	82.00	438.00	114.00	13.0	56.00	55.00	35.00	9.0	2.00
Points_Under_25m	19	8	539	292	130	4	127	52	184	175	55	1142	1034	521	86	45	402	999	2227	120	1.00	46.00	3.0	15.00	27.00	93.00	26.00	65.00	25.00	8.0	11.00	6.00	7.00	0.0	0.00