KMFR | Last 30 Days Guidance Verification
KMFR | Last 30 Days Guidance Verification
Mean Absolute Error (2025-02-04 to 2025-03-05) |
NBM |
GFS |
NAM |
Climo |
High (F) |
3 |
3 |
3 |
7 |
Low (F) |
3 |
2 |
3 |
5 |
Max Wind (kt) |
6 |
5 |
5 |
- |
Precipitation (in) |
0.08 |
0.12 |
0.09 |
0.12 |
AE = Absolute value of Forecast - Obs; Lower values = a more accurate forecast overall
Mean Bias (2025-02-04 to 2025-03-05) |
NBM |
GFS |
NAM |
Climo |
High (F) |
-2 |
-1 |
-1 |
2 |
Low (F) |
-1 |
0 |
0 |
0 |
Max Wind (kt) |
-5 |
-4 |
-5 |
- |
Precipitation (in) |
-0.04 |
0.11 |
0.05 |
-0.03 |
Bias = Forecast - Obs
Positive values: Forecast too high; Negative values: Forecast too low
Adjust by subtracting forecast - error
Yesterday (2025-03-05) |
Obs |
NBM |
GFS |
NAM |
Climo |
High (F) |
57 |
-4 |
-6 |
-2 |
1 |
Low (F) |
44 |
-7 |
-6 |
-10 |
-8 |
Max Wind (kt) |
13 |
-6 |
-7 |
-7 |
- |
Precipitation (in) |
0.00 |
0.01 |
0.10 |
-0.00 |
0.06 |
NBM Source Data
Date |
High Obs (F) |
High NBM (F) |
High Error (F) |
Low Obs (F) |
Low NBM (F) |
Low Error (F) |
Max Wind Obs (kt) |
Max Wind NBM (kt) |
Max Wind Error (kt) |
Precip Obs (in) |
Precip NBM (in) |
Precip Error (in) |
2025-03-05 |
57 |
53 |
-4 |
44 |
37 |
-7 |
13 |
7 |
-6 |
0.00 |
0.01 |
0.01 |
2025-03-04 |
NaN |
53 |
NaN |
NaN |
39 |
NaN |
NaN |
3 |
NaN |
nan |
0.03 |
nan |
2025-03-03 |
56 |
52 |
-4 |
40 |
39 |
-1 |
9 |
3 |
-6 |
0.01 |
0.00 |
-0.01 |
2025-03-02 |
54 |
50 |
-4 |
43 |
41 |
-2 |
15 |
6 |
-9 |
0.49 |
0.39 |
-0.10 |
2025-03-01 |
66 |
65 |
-1 |
36 |
37 |
1 |
20 |
6 |
-14 |
0.10 |
0.00 |
-0.10 |
2025-02-28 |
73 |
69 |
-4 |
35 |
36 |
1 |
8 |
1 |
-7 |
0.00 |
0.00 |
0.00 |
2025-02-27 |
71 |
68 |
-3 |
33 |
35 |
2 |
7 |
2 |
-5 |
0.00 |
0.00 |
0.00 |
2025-02-26 |
67 |
64 |
-3 |
31 |
32 |
1 |
5 |
3 |
-2 |
0.00 |
0.00 |
0.00 |
2025-02-25 |
57 |
55 |
-2 |
38 |
39 |
1 |
10 |
7 |
-3 |
0.00 |
0.01 |
0.01 |
2025-02-24 |
63 |
59 |
-4 |
44 |
45 |
1 |
19 |
15 |
-4 |
0.13 |
0.06 |
-0.07 |
2025-02-23 |
65 |
60 |
-5 |
49 |
48 |
-1 |
18 |
10 |
-8 |
0.85 |
0.16 |
-0.69 |
2025-02-22 |
56 |
59 |
3 |
35 |
38 |
3 |
7 |
5 |
-2 |
0.01 |
0.04 |
0.03 |
2025-02-21 |
57 |
56 |
-1 |
30 |
32 |
2 |
6 |
2 |
-4 |
0.00 |
0.00 |
0.00 |
2025-02-20 |
53 |
51 |
-2 |
36 |
33 |
-3 |
7 |
1 |
-6 |
0.00 |
0.00 |
-0.00 |
2025-02-19 |
50 |
51 |
1 |
40 |
41 |
1 |
9 |
8 |
-1 |
0.38 |
0.11 |
-0.27 |
2025-02-18 |
49 |
50 |
1 |
35 |
34 |
-1 |
11 |
4 |
-7 |
0.01 |
0.00 |
-0.01 |
2025-02-17 |
52 |
48 |
-4 |
41 |
39 |
-2 |
6 |
5 |
-1 |
0.00 |
0.04 |
0.04 |
2025-02-16 |
53 |
50 |
-3 |
34 |
39 |
5 |
7 |
5 |
-2 |
0.11 |
0.09 |
-0.02 |
2025-02-15 |
50 |
47 |
-3 |
30 |
29 |
-1 |
8 |
3 |
-5 |
0.00 |
0.00 |
-0.00 |
2025-02-14 |
50 |
44 |
-6 |
32 |
35 |
3 |
17 |
6 |
-11 |
0.01 |
0.12 |
0.11 |
2025-02-13 |
56 |
50 |
-6 |
37 |
32 |
-5 |
23 |
9 |
-14 |
0.02 |
0.15 |
0.13 |
2025-02-12 |
43 |
43 |
0 |
20 |
16 |
-4 |
8 |
9 |
1 |
0.00 |
0.00 |
0.00 |
2025-02-11 |
44 |
40 |
-4 |
23 |
20 |
-3 |
14 |
4 |
-10 |
0.00 |
0.00 |
0.00 |
2025-02-10 |
43 |
39 |
-4 |
26 |
21 |
-5 |
7 |
1 |
-6 |
0.00 |
0.00 |
0.00 |
2025-02-09 |
44 |
39 |
-5 |
28 |
23 |
-5 |
9 |
2 |
-7 |
0.00 |
0.00 |
0.00 |
2025-02-08 |
44 |
40 |
-4 |
27 |
23 |
-4 |
7 |
2 |
-5 |
0.00 |
0.00 |
-0.00 |
2025-02-07 |
43 |
39 |
-4 |
30 |
28 |
-2 |
8 |
3 |
-5 |
0.02 |
0.25 |
0.23 |
2025-02-06 |
36 |
40 |
4 |
33 |
29 |
-4 |
6 |
1 |
-5 |
0.38 |
0.07 |
-0.31 |
2025-02-05 |
41 |
40 |
-1 |
26 |
22 |
-4 |
6 |
5 |
-1 |
0.01 |
0.07 |
0.06 |
2025-02-04 |
34 |
38 |
4 |
29 |
29 |
0 |
6 |
1 |
-5 |
0.30 |
0.04 |
-0.26 |
GFS Source Data
Date |
High Obs (F) |
High GFS (F) |
High Error (F) |
Low Obs (F) |
Low GFS (F) |
Low Error (F) |
Max Wind Obs (kt) |
Max Wind GFS (kt) |
Max Wind Error (kt) |
Precip Obs (in) |
Precip GFS (in) |
Precip Error (in) |
2025-03-05 |
57 |
51 |
-6 |
44 |
38 |
-6 |
13 |
6 |
-7 |
0.00 |
0.10 |
0.10 |
2025-03-04 |
NaN |
54 |
NaN |
NaN |
38 |
NaN |
NaN |
4 |
NaN |
nan |
0.05 |
nan |
2025-03-03 |
56 |
51 |
-5 |
40 |
40 |
0 |
9 |
5 |
-4 |
0.01 |
0.00 |
-0.01 |
2025-03-02 |
54 |
49 |
-5 |
43 |
40 |
-3 |
15 |
7 |
-8 |
0.49 |
0.55 |
0.06 |
2025-03-01 |
66 |
61 |
-5 |
36 |
36 |
0 |
20 |
5 |
-15 |
0.10 |
0.05 |
-0.05 |
2025-02-28 |
73 |
69 |
-4 |
35 |
34 |
-1 |
8 |
3 |
-5 |
0.00 |
0.00 |
0.00 |
2025-02-27 |
71 |
69 |
-2 |
33 |
33 |
0 |
7 |
3 |
-4 |
0.00 |
0.00 |
0.00 |
2025-02-26 |
67 |
64 |
-3 |
31 |
31 |
0 |
5 |
5 |
-0 |
0.00 |
0.00 |
0.00 |
2025-02-25 |
57 |
58 |
1 |
38 |
39 |
1 |
10 |
9 |
-1 |
0.00 |
0.05 |
0.05 |
2025-02-24 |
63 |
61 |
-2 |
44 |
47 |
3 |
19 |
21 |
2 |
0.13 |
0.30 |
0.17 |
2025-02-23 |
65 |
59 |
-6 |
49 |
47 |
-2 |
18 |
6 |
-12 |
0.85 |
1.75 |
0.90 |
2025-02-22 |
56 |
58 |
2 |
35 |
37 |
2 |
7 |
4 |
-3 |
0.01 |
0.05 |
0.04 |
2025-02-21 |
57 |
55 |
-2 |
30 |
33 |
3 |
6 |
2 |
-4 |
0.00 |
0.00 |
0.00 |
2025-02-20 |
53 |
50 |
-3 |
36 |
35 |
-1 |
7 |
3 |
-4 |
0.00 |
0.00 |
-0.00 |
2025-02-19 |
50 |
53 |
3 |
40 |
41 |
1 |
9 |
13 |
4 |
0.38 |
0.45 |
0.07 |
2025-02-18 |
49 |
45 |
-4 |
35 |
37 |
2 |
11 |
4 |
-7 |
0.01 |
0.05 |
0.04 |
2025-02-17 |
52 |
48 |
-4 |
41 |
40 |
-1 |
6 |
3 |
-3 |
0.00 |
0.20 |
0.20 |
2025-02-16 |
53 |
51 |
-2 |
34 |
39 |
5 |
7 |
5 |
-2 |
0.11 |
0.20 |
0.09 |
2025-02-15 |
50 |
47 |
-3 |
30 |
31 |
1 |
8 |
3 |
-5 |
0.00 |
0.00 |
-0.00 |
2025-02-14 |
50 |
47 |
-3 |
32 |
37 |
5 |
17 |
6 |
-11 |
0.01 |
0.45 |
0.44 |
2025-02-13 |
56 |
54 |
-2 |
37 |
32 |
-5 |
23 |
12 |
-11 |
0.02 |
0.35 |
0.33 |
2025-02-12 |
43 |
43 |
0 |
20 |
18 |
-2 |
8 |
11 |
3 |
0.00 |
0.00 |
0.00 |
2025-02-11 |
44 |
42 |
-2 |
23 |
23 |
0 |
14 |
5 |
-9 |
0.00 |
0.00 |
0.00 |
2025-02-10 |
43 |
42 |
-1 |
26 |
22 |
-4 |
7 |
3 |
-4 |
0.00 |
0.00 |
0.00 |
2025-02-09 |
44 |
43 |
-1 |
28 |
24 |
-4 |
9 |
3 |
-6 |
0.00 |
0.00 |
0.00 |
2025-02-08 |
44 |
44 |
0 |
27 |
27 |
0 |
7 |
3 |
-4 |
0.00 |
0.05 |
0.05 |
2025-02-07 |
43 |
43 |
0 |
30 |
33 |
3 |
8 |
4 |
-4 |
0.02 |
0.15 |
0.13 |
2025-02-06 |
36 |
43 |
7 |
33 |
31 |
-2 |
6 |
6 |
-0 |
0.38 |
0.25 |
-0.13 |
2025-02-05 |
41 |
46 |
5 |
26 |
29 |
3 |
6 |
8 |
2 |
0.01 |
0.50 |
0.49 |
2025-02-04 |
34 |
43 |
9 |
29 |
34 |
5 |
6 |
7 |
1 |
0.30 |
0.55 |
0.25 |
NAM Source Data
Date |
High Obs (F) |
High NAM (F) |
High Error (F) |
Low Obs (F) |
Low NAM (F) |
Low Error (F) |
Max Wind Obs (kt) |
Max Wind NAM (kt) |
Max Wind Error (kt) |
Precip Obs (in) |
Precip NAM (in) |
Precip Error (in) |
2025-03-05 |
57 |
55 |
-2 |
44 |
34 |
-10 |
13 |
6 |
-7 |
0.00 |
0.00 |
-0.00 |
2025-03-04 |
NaN |
55 |
NaN |
NaN |
37 |
NaN |
NaN |
4 |
NaN |
nan |
0.05 |
nan |
2025-03-03 |
56 |
52 |
-4 |
40 |
40 |
0 |
9 |
4 |
-5 |
0.01 |
0.05 |
0.04 |
2025-03-02 |
54 |
52 |
-2 |
43 |
40 |
-3 |
15 |
4 |
-11 |
0.49 |
0.45 |
-0.04 |
2025-03-01 |
66 |
63 |
-3 |
36 |
32 |
-4 |
20 |
5 |
-15 |
0.10 |
0.00 |
-0.10 |
2025-02-28 |
73 |
66 |
-7 |
35 |
30 |
-5 |
8 |
3 |
-5 |
0.00 |
0.00 |
0.00 |
2025-02-27 |
71 |
68 |
-3 |
33 |
31 |
-2 |
7 |
3 |
-4 |
0.00 |
0.00 |
0.00 |
2025-02-26 |
67 |
66 |
-1 |
31 |
30 |
-1 |
5 |
5 |
-0 |
0.00 |
0.00 |
0.00 |
2025-02-25 |
57 |
56 |
-1 |
38 |
40 |
2 |
10 |
5 |
-5 |
0.00 |
0.05 |
0.05 |
2025-02-24 |
63 |
63 |
0 |
44 |
47 |
3 |
19 |
13 |
-6 |
0.13 |
0.10 |
-0.03 |
2025-02-23 |
65 |
62 |
-3 |
49 |
48 |
-1 |
18 |
7 |
-11 |
0.85 |
1.60 |
0.75 |
2025-02-22 |
56 |
58 |
2 |
35 |
38 |
3 |
7 |
4 |
-3 |
0.01 |
0.05 |
0.04 |
2025-02-21 |
57 |
55 |
-2 |
30 |
32 |
2 |
6 |
2 |
-4 |
0.00 |
0.00 |
0.00 |
2025-02-20 |
53 |
54 |
1 |
36 |
33 |
-3 |
7 |
3 |
-4 |
0.00 |
0.00 |
-0.00 |
2025-02-19 |
50 |
54 |
4 |
40 |
38 |
-2 |
9 |
7 |
-2 |
0.38 |
0.25 |
-0.13 |
2025-02-18 |
49 |
48 |
-1 |
35 |
38 |
3 |
11 |
2 |
-9 |
0.01 |
0.05 |
0.04 |
2025-02-17 |
52 |
50 |
-2 |
41 |
39 |
-2 |
6 |
5 |
-1 |
0.00 |
0.15 |
0.15 |
2025-02-16 |
53 |
50 |
-3 |
34 |
39 |
5 |
7 |
5 |
-2 |
0.11 |
0.20 |
0.09 |
2025-02-15 |
50 |
48 |
-2 |
30 |
33 |
3 |
8 |
2 |
-6 |
0.00 |
0.00 |
-0.00 |
2025-02-14 |
50 |
48 |
-2 |
32 |
38 |
6 |
17 |
4 |
-13 |
0.01 |
0.25 |
0.24 |
2025-02-13 |
56 |
52 |
-4 |
37 |
34 |
-3 |
23 |
13 |
-10 |
0.02 |
0.50 |
0.48 |
2025-02-12 |
43 |
47 |
4 |
20 |
16 |
-4 |
8 |
6 |
-2 |
0.00 |
0.00 |
0.00 |
2025-02-11 |
44 |
46 |
2 |
23 |
25 |
2 |
14 |
4 |
-10 |
0.00 |
0.00 |
0.00 |
2025-02-10 |
43 |
38 |
-5 |
26 |
23 |
-3 |
7 |
3 |
-4 |
0.00 |
0.00 |
0.00 |
2025-02-09 |
44 |
45 |
1 |
28 |
27 |
-1 |
9 |
5 |
-4 |
0.00 |
0.00 |
0.00 |
2025-02-08 |
44 |
44 |
0 |
27 |
28 |
1 |
7 |
4 |
-3 |
0.00 |
0.00 |
-0.00 |
2025-02-07 |
43 |
41 |
-2 |
30 |
33 |
3 |
8 |
4 |
-4 |
0.02 |
0.05 |
0.03 |
2025-02-06 |
36 |
46 |
10 |
33 |
29 |
-4 |
6 |
6 |
-0 |
0.38 |
0.45 |
0.07 |
2025-02-05 |
41 |
41 |
0 |
26 |
30 |
4 |
6 |
8 |
2 |
0.01 |
0.15 |
0.14 |
2025-02-04 |
34 |
41 |
7 |
29 |
30 |
1 |
6 |
7 |
1 |
0.30 |
0.00 |
-0.30 |
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This page was last updated: 2025-03-06 07:00 AM Central