Appendix C

 

 

Forecast and Observed Flow data for Hamburg, IA

 

Table C1. April, 1998 data for Hamburg, IA

 

Day Time (UTC) Fi Oi F(Fi) F(Oi)
1 18 7608 7401.2 0.98895 0.98712
1 24 7350 6921.8 0.98665 0.98387
2 6 7221 6574.6 0.98585 0.98296
2 12 6963 6258.1 0.98402 0.98044
2 18 5839 6023.3 0.97851 0.97884
2 24 5431 5778.2 0.97375 0.97840
3 6 4921 5553.6 0.96282 0.97515
3 12 4567 5329.0 0.95533 0.97097
6 18 3948 3974.2 0.93591 0.93615
6 24 3771 3938.8 0.92820 0.93582
7 6 3594 3921.1 0.92205 0.93526
7 12 3505 5165.6 0.91785 0.96717
7 18 8253 7749.5 0.99032 0.98929
7 24 12898 8639.6 0.99786 0.99256
8 6 15698 10381.6 0.99836 0.99509
8 12 17898 14064.0 0.99874 0.99808
8 18 15998 16145.4 0.99841 0.99843
8 24 16598 14852.8 0.99851 0.99821
9 6 14898 13112.8 0.99822 0.99790
9 12 12898 11599.6 0.99786 0.99760
9 18 11298 10577.6 0.99754 0.99551
9 24 10598 9737.6 0.99557 0.99430
10 6 9898 9135.6 0.99445 0.99373
10 12 9178 8639.6 0.99377 0.99256
11 18 6963 6901.3 0.98402 0.98373
11 24 6758 6707.4 0.98316 0.98311
12 6 6452 6523.6 0.98282 0.98290
12 12 6146 6370.4 0.97927 0.98238
14 18 5125 5196.3 0.96607 0.96766
14 24 4921 5114.6 0.96282 0.96588
15 6 4744 5104.4 0.95958 0.96573
15 12 5023 5135.0 0.96403 0.96625
15 18 5329 5099.5 0.97097 0.96568
15 24 5431 5024.8 0.97375 0.96406
16 6 5431 4933.5 0.97375 0.96288
16 12 5329 4896.5 0.97097 0.96270
16 18 4655 4939.9 0.95837 0.96291
16 24 4478 5091.4 0.95257 0.96559
17 6 4390 5082.7 0.94995 0.96550
17 12 4301 5023.9 0.94525 0.96405

 

Table C2. May, 1998 data for Hamburg, IA

 

Day Time (UTC) Fi Oi F(Fi) F(Oi)
16 18 6963 8110.7 0.96726 0.97624
16 24 7350 8967.6 0.96954 0.97906
17 6 8253 8355.8 0.97674 0.97761
17 12 7479 7452.8 0.97146 0.97108
17 18 6963 6370.4 0.96726 0.96114
17 24 5942 5471.9 0.95823 0.94860
18 6 5023 4655.3 0.93640 0.93150
18 12 4478 4053.8 0.92243 0.90416
20 18 3240 4115.7 0.86749 0.90571
20 24 3417 4655.3 0.88037 0.93150
21 6 3505 4566.8 0.88468 0.92572
21 12 3682 4195.3 0.89092 0.90888
21 18 4478 3965.3 0.92243 0.89950
21 24 5125 6002.9 0.93949 0.95891
22 6 6044 6299 0.95913 0.96087
22 12 6656 5523 0.96501 0.95074
22 18 7866 10409.6 0.97367 0.98392
22 24 9498 12532.8 0.98145 0.98787
23 6 11898 11389.6 0.98712 0.98592
23 12 15498 10283.6 0.99333 0.98376
23 18 9178 9093.6 0.97954 0.97935
23 24 7866 8188.1 0.97367 0.97652
24 6 6656 7169 0.96501 0.96832
24 12 5431 6258.1 0.94758 0.96072
24 18 5635 5563.8 0.95311 0.95146
24 24 6554 5267.7 0.96380 0.94412
25 6 8253 8330 0.97674 0.97723
25 12 9038 10241.6 0.97922 0.98361
25 18 10698 10185.6 0.98417 0.98342
25 24 8640 8471.9 0.97874 0.97858
26 6 6554 6595 0.96380 0.96465
26 12 4921 5676.1 0.93436 0.95403

 

Table C3. June, 1998 data for Hamburg, IA

 

Day Time (UTC) Fi Oi F(F i ) F(O i )
7 18 3240 3302 0.81918 0.82235
7 24 3152 3257.7 0.81242 0.81957
8 6 3077 3222.4 0.80718 0.81886
8 12 2929 3310.8 0.79560 0.82277
8 18 3328 3646.9 0.82516 0.84223
8 24 3328 4257.2 0.82516 0.86819
9 6 3240 4814.5 0.81918 0.88123
9 12 3505 6237.7 0.83398 0.91747
9 18 10198 12745.1 0.96634 0.97931
9 24 13798 16049.4 0.98381 0.99011
10 6 14898 16200.3 0.98792 0.99039
10 12 15698 14612 0.98947 0.98731
10 18 15498 13808.8 0.98911 0.98384
10 24 12898 10633.6 0.97972 0.96789
11 6 10698 9051.6 0.96798 0.95991
11 12 8511 8110.7 0.95333 0.94627
11 18 7737 8020.4 0.94204 0.94511
11 24 8253 9443.6 0.95000 0.96319
12 6 9598 16891.9 0.96344 0.99133
12 12 11698 23450.8 0.97398 0.99700
12 18 24698 26557.5 0.99710 0.99726
12 24 22998 26970.6 0.99696 0.99730
13 6 20698 22756.7 0.99497 0.99691
13 12 18498 15924.2 0.99311 0.98988
13 18 12598 11906.4 0.97888 0.97510
13 24 10998 10507.6 0.97016 0.96772
14 6 9178 10059.6 0.96066 0.96596
14 12 7479 18302 0.93682 0.99294
14 18 25298 27119.3 0.99715 0.99731
14 24 36998 33256.4 0.99916 0.99818
15 6 39398 33983.6 0.99926 0.99830
15 12 35398 35599.6 0.99854 0.99858
16 18 34998 37902.4 0.99848 0.99920
16 24 32198 34630 0.99800 0.99841
17 6 30998 42749.6 0.99779 0.99939
17 12 29298 53973.6 0.99750 0.99985
17 18 57307 51673.6 0.99999 0.99976
17 24 51896 47901.6 0.99977 0.99960
18 6 43716 44451.6 0.99943 0.99946
18 12 36198 37585.8 0.99912 0.99918
18 18 34998 32716.1 0.99848 0.99809
18 24 29298 31172.8 0.99750 0.99782
19 6 25998 29629.6 0.99721 0.99756
19 12 22698 27932.1 0.99687 0.99738
19 18 33398 26697.5 0.99820 0.99727
19 24 31398 25514.4 0.99786 0.99717
20 6 29298 24331.3 0.99750 0.99707
20 12 28498 23148.2 0.99743 0.99697
20 18 28898 15786.3 0.99746 0.98963
20 24 27698 15809.5 0.99736 0.98967
21 6 26298 16312.4 0.99724 0.99094
21 12 24998 16619.7 0.99713 0.99115
21 18 25298 16563.9 0.99715 0.99111
21 24 23998 16290 0.99704 0.99088
22 6 22398 15892.3 0.99667 0.98982
22 12 20698 15438.4 0.99497 0.98900
22 18 20698 14858.4 0.99497 0.98781
22 24 19298 14082.9 0.99341 0.98434
23 6 17898 13167.3 0.99257 0.98073
23 12 17698 12222.6 0.99239 0.97588
23 18 11598 11333.3 0.97343 0.97199
23 24 11098 10458 0.97043 0.96765
24 6 10398 9583.7 0.96757 0.96342
24 12 9898 8825.6 0.96529 0.95699
24 18 9998 8200.2 0.96579 0.94886
24 24 9598 7660.7 0.96344 0.94015
25 6 9038 7199.2 0.95986 0.93185
25 12 8769 6841.8 0.95628 0.92830
25 18 10998 6588 0.97016 0.92301
25 24 10598 6337.2 0.96784 0.92037
26 6 9998 6020.5 0.96579 0.91384
26 12 9598 5643.6 0.96344 0.90716
26 18 9898 5336.7 0.96529 0.90038
26 24 9498 5109.3 0.96328 0.89309
27 6 9178 4922.9 0.96066 0.88444
27 12 8898 4768.7 0.95823 0.87978
27 18 8769 4645.2 0.95628 0.87704
27 24 8511 4550.6 0.95333 0.87539
28 6 8382 4606.6 0.95047 0.87678
28 12 8124 5732.7 0.94645 0.90905
28 18 10598 6426.5 0.96784 0.92220
28 24 10698 5639.8 0.96798 0.90705
29 6 10198 4952.5 0.96634 0.88507
29 12 9498 4638.3 0.96328 0.87700
29 18 8382 4555.5 0.95047 0.87552
29 24 8253 4514 0.95000 0.87426
30 6 8124 4394.6 0.94645 0.87152
30 12 7995 4258.3 0.94446 0.86822
30 18 7221 4163.7 0.93212 0.86382

 

Table C4. August, 1998 data for Hamburg, IA

 

Day Time (UTC) Fi Oi F(F i ) F(O i )
30 24 7092 4088.9 0.98178

0.95021
1 6 6963 4027.2 0.98030 0.94944
1 12 6860 4036.1 0.97934 0.94951
1 18 6656 4105.4 0.97862 0.95060
1 24 6554 4098.1 0.97831 0.95046
2 6 6452 3982.4 0.97796 0.94920
2 12 6350 3847.7 0.97740 0.94721
3 18 5533 5574.0 0.97142 0.97169
3 24 5431 5492.4 0.97087 0.97110
4 6 5227 5410.7 0.96909 0.97079
4 12 5125 5614.9 0.96687 0.97179
4 18 4213 6074.3 0.95308 0.97413
4 24 4478 6431.7 0.95846 0.97785
5 6 4832 6503.1 0.96154 0.97815
5 12 5227 6125.4 0.96909 0.97451
5 18 7221 5859.9 0.98238 0.97324
5 24 15698 9471.6 0.99943 0.99216
6 6 21998 9499.6 0.99979 0.99219
6 12 23698 11207.6 0.99995 0.99579
6 18 12198 12370.4 0.99717 0.99740
6 24 12598 14412.0 0.99770 0.99890
7 6 3098 16947.2 0.99818 0.99968
7 12 13598 18550.9 0.99840 0.99969
7 18 15998 19767.5 0.99952 0.99969
7 24 14298 20154.6 0.99880 0.99969
8 6 12598 20569.4 0.99770 0.99969
8 12 11398 20016.3 0.99624 0.99969
8 18 18798 19822.8 0.99969 0.99969
8 24 17098 19380.4 0.99968 0.99969
9 6 15498 18468.0 0.99938 0.99969
9 12 12598 17334.3 0.99770 0.99968
9 18 15498 16007.1 0.99938 0.99952
9 24 13798 14713.6 0.99849 0.99916
10 6 11898 13553.6 0.99686 0.99838
10 12 9998 12486.4 0.99333 0.99755
10 18 11398 11571.6 0.99624 0.99657
10 24 10398 11039.6 0.99439 0.99543
11 6 9298 10661.6 0.99195 0.99474
11 12 8511 10185.6 0.98645 0.99383
11 18 9598 9639.6 0.99235  

 

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