ICOADS Web information page (Tuesday, 13-Mar-2012 21:13:08 UTC):

Characteristics of NCDC Global Telecommunication System (GTS) Data using NCDC and NCEP (NCEP-m) Decoding Methods (plus NCDC/NCEP comparison Appendix)

Note: Also, Appendix A provides limited comparisons between NCDC GTS data and actual NCEP GTS data

Figure 1 and Examples 1 provide comparison results for April 2011 between:
  1. coads_20110505_gts_apr ("NCDC"), and
  2. a reconversion, according to the NCEP method, of the original GTS messages in NCDC attm99 ("NCEP-m").
The software used for NCEP-m is similar to that used for processing NCEP GTS for ICOADS from 1998 until October 1999 (i.e. a period in which we processed the original GTS messages from NCEP rather than utilized the BUFR data converted by NCEP, as has been the case since October 1999). For BUFR validation purposes, however, the software has been modified to mimic the NCEP BUFR processing. The data have been assigned to the following decks:

NCEP-m NCDC Note: "NCEP-m" refers to data converted by the NCEP method, not to actual NCEP data
792 992 GTS Ship Data
793 993 GTS Buoy Data (transmitted in FM 13 "SHIP" code)
794 994 GTS Buoy Data (transmitted in FM 18 "BUOY" code)
795 995 GTS Coastal-Marine Automated Network (C-MAN code) Data (includes Tide Gauge stations)
796 996 GTS Miscellaneous (OSV, plat, and rig) Data (currently no data are assigned to these decks)
797 997 GTS CREX code (includes Tide Gauge stations)

fig1

Figure 1. For each primary data element (ref. IMMA documentation), stacked bars show agreement (blue) vs. disagreement (red) between elements (where missing vs. extant data counts as disagreement); and symbols indicate the total extant level of NCEP-m (+) and NCDC (x) data (thus any displacement between the symbol and the top of the bar represents missing data in one data source; note the total height of the bar extends only to the level at which the element is extant in one and/or the other source).

Introductory explanation of the Examples format: In the bullets preceding each group of IMMA report examples, we have highlighted noteworthy (and what appear to be systematic) patterns of field differences. In the actual IMMA report examples that follow the bullets, the primary field abbreviations are listed vertically (ref. IMMA documentation), and a caret (^) appears below character positions that differ between two example reports. The last line is NCDC attm99 the original GTS message. Quality Control was not done on the reconversion and therefore it lacks data elements II, B10, B1, etc. or computed missing DPT. Report examples are not included below for IC1 through IC5 because they are outside the selected primary fields. Some patterns have been combined in a single example.

Examples 1. Matches between decks 99x vs. 79x (NCDC vs. NCEP-m).
  • HR (hour) noteworthy differences: deck 99x minutes truncated to hundredths of hour.
                             A                                               W    D                              A A         
                    L     L  T     N                               S   P     B   WP   D     S                    T TB  B    D
       Y M D   H    A     O ITTLDV I I        I CD   W   V V WW    L   PI   AT   BT   P S   S NCH CC W W W S S S T TS  1 B  C
       R O Y   R    T     N MCIISS D I        D 1I  DI  WI V W1    PA  PT   TI   TI   T I   TNHLIHMH D P H D P H I LI  0 1  K
    2011 425 316 6430   780 042000   1LF3F       02104 36      102302  80  76        68 3  75    A     7         165 10647992
    2011 425 317 6430   780 032000    MASKSTID   02104 36      102302  80  76        68 3  75    A     7 3       165      792
               ^             ^       ^^^^^^^^^                                                           ^           ^^^^^^  
    BBXX01042520110332 LF3F 25034 99643 10078 43/// /2107 10076 20068 40230 52008 90310 22200 04075 10703 70014
    
  • LAT (latitude) LON (longitude) noteworthy differences: deck 795 reconversion program C-MAN location table incomplete.
  • LAT (latitude) LON (longitude) noteworthy differences: deck 995 C-MAN location table only to tenths.
  • LON (longitude) noteworthy differences: deck 994 erroneous conversion of longitude to hundredths.
                             A                                               W    D                              A A         
                    L     L  T     N                               S   P     B   WP   D     S                    T TB  B    D
       Y M D   H    A     O ITTLDV I I        I CD   W   V V WW    L   PI   AT   BT   P S   S NCH CC W W W S S S T TS  1 B  C
       R O Y   R    T     N MCIISS D I        D 1I  DI  WI V W1    PA  PT   TI   TI   T I   TNHLIHMH D P H D P H I LI  0 1  K
    2011 4 1 386 4540 27650 0425     5PRIM4      02104 31                                        A               165 16953995
    2011 4 1 387            032       PRIM4      02104 31                                        A               165      795
               ^ ^^^^ ^^^^^  ^ ^     ^                                                                               ^^^^^^  
    CMAN01040120110417 01044 PRIM4 46/// /2106 1//// 90352 333 91211
                             A                                               W    D                              A A         
                    L     L  T     N                               S   P     B   WP   D     S                    T TB  B    D
       Y M D   H    A     O ITTLDV I I        I CD   W   V V WW    L   PI   AT   BT   P S   S NCH CC W W W S S S T TS  1 B  C
       R O Y   R    T     N MCIISS D I        D 1I  DI  WI V W1    PA  PT   TI   TI   T I   TNHLIHMH D P H D P H I LI  0 1  K
    2011 4 71833 3940 28560 0425     5ACMN4      0 404 87      10149    0  75                    A               165 20694995
    2011 4 71833 3938 28558 0325      ACMN4      0 404 87      10149    0  75                    A               165      795
                   ^^    ^^  ^       ^                                                                               ^^^^^^  
    CMAN01040720111949 07184 ACMN4 46/// /0417 10075 40149 91820 333 91223
                             A                                               W    D                              A A         
                    L     L  T     N                               S   P     B   WP   D     S                    T TB  B    D
       Y M D   H    A     O ITTLDV I I        I CD   W   V V WW    L   PI   AT   BT   P S   S NCH CC W W W S S S T TS  1 B  C
       R O Y   R    T     N MCIISS D I        D 1I  DI  WI V W1    PA  PT   TI   TI   T I   TNHLIHMH D P H D P H I LI  0 1  K
    2011 412 700 3202 34300 0425     313531                    10196    0               1 188                    165 21227994
    2011 412 700 3202 34306 0325      13531                    10196    0                 188                    165      794
                          ^  ^       ^                                                  ^                            ^^^^^^  
    ZZYY01041220111007 13531 12041 0700/ 732019 016936 6111/ 11119 30196 40196 22219 00188 444 20110 12041 0858/ 50101 80100 80100 9/015
    
  • NID (national source indicator) noteworthy differences: deck 792 NID missing. Note: NCDC sets NID for some VOSClim receipts and other purposes (ref. IMMA documentation).
                             A                                               W    D                              A A         
                    L     L  T     N                               S   P     B   WP   D     S                    T TB  B    D
       Y M D   H    A     O ITTLDV I I        I CD   W   V V WW    L   PI   AT   BT   P S   S NCH CC W W W S S S T TS  1 B  C
       R O Y   R    T     N MCIISS D I        D 1I  DI  WI V W1    PA  PT   TI   TI   T I   TNHLIHMH D P H D P H I LI  0 1  K
    2011 4241200 3240 12720 040083 1 1ZQDI9      02803 51 97 20101294  00 1500 120   92 1 170431 384   3 135 4 1 165 19027992
    2011 4241200 3240 12720 030083    MASKSTID   02803 51 97 20101294  00 1500 120   92 1 170431 384   3 135 4 1 165      792
                             ^     ^ ^^^^^^^^^                                                                       ^^^^^^  
    BBXX01042420111251 ZQDI9 24123 99324 11272 41397 42810 10150 20092 40129 54000 70200 83184 22283 00170 20301 335// 40401 5//// 80120
    
  • ID (identification/call sign) noteworthy differences: deck 792 ID=MASKSTID. Note: All NCEP ship reports (deck 792) are being uniformly remasked by NCEP to "MASKSTID" (and to "X...X" overwriting any real FM 13 callsign information) since December 2007 owing to ship commercial and security concerns. This behavior is mimicked in the NCEP-m software by setting all deck 792 IDs to MASKSTID.
                             A                                               W    D                              A A         
                    L     L  T     N                               S   P     B   WP   D     S                    T TB  B    D
       Y M D   H    A     O ITTLDV I I        I CD   W   V V WW    L   PI   AT   BT   P S   S NCH CC W W W S S S T TS  1 B  C
       R O Y   R    T     N MCIISS D I        D 1I  DI  WI V W1    PA  PT   TI   TI   T I   TNHLIHMH D P H D P H I LI  0 1  K
    2011 4142100 5730   100 040063   12AAY7      02503 46 97 22101772  80  800  78   76        6 A1A   4 1       165 14271992
    2011 4142100 5730   100 030063    MASKSTID   02503 46 97 22101772  80  800  78   76        6 A1A   4 1       165      792
                             ^       ^^ ^^^^^^                                                                       ^^^^^^  
    BBXX01041420112131 2AAY7 14213 99573 10010 41/97 /2509 10080 20076 40177 52008 70222 8/61/ 22263 20401 80078
    
  • W (wind speed) noteworthy differences: deck 99x W truncated.
                             A                                               W    D                              A A         
                    L     L  T     N                               S   P     B   WP   D     S                    T TB  B    D
       Y M D   H    A     O ITTLDV I I        I CD   W   V V WW    L   PI   AT   BT   P S   S NCH CC W W W S S S T TS  1 B  C
       R O Y   R    T     N MCIISS D I        D 1I  DI  WI V W1    PA  PT   TI   TI   T I   TNHLIHMH D P H D P H I LI  0 1  K
    2011 4 5   0 3550 20070 040025   1A8CB4      0 504164 98 32103704  00 1600 140  127 1 170666 478   6 634 7 8 165 19859992
    2011 4 5   0 3550 20070 030025    MASKSTID   0 504165 98 32103704  00 1600 140  127 1 170666 478   6 634 7 8 165      792
                             ^       ^^^^^^^^^          ^                                                            ^^^^^^  
    BBXX01040520110214 A8CB4 05004 99355 71593 41498 60532 10160 20127 40370 54000 70322 86678 22225 00170 20606 334// 40708 80140
    2011 4 41600 5800 35970 040000   362111      02104128      10022    0  71        47          A               165 14180993
    2011 4 41600 5800 35970 030000    62111      02104129      10022    0  71        47          A               165      793
                             ^       ^                  ^                                                            ^^^^^^  
    BBXX01040420111622 62111 04164 99580 70003 46/// /2125 10071 20047 40022 22200
    2011 427 400 3810 14630 0425     321210      0 104 92      10107    0 133                                    165 19286994
    2011 427 400 3810 14639 0325      21210      0 104 93      10107    0 133     1 115                          165      794
                          ^  ^       ^                  ^                         ^ ^^^                              ^^^^^^  
    ZZYY01042720110914 21210 27041 04004 138097 146390 6112/ 11119 00118 10133 29089 40107 444 20120 27041 0321/ 522// 60371
    
  • DPT (dew-point temperature) noteworthy differences: deck 99x quality control computes missing DPT.
  • DPT (dew-point temperature) noteworthy differences: deck 79x computes DPT from group 29UUU relative humidity.
  • DPTI (DPT indicator) noteworthy differences: deck 99x and deck 79x compute DPT under different conditions.
                             A                                               W    D                              A A         
                    L     L  T     N                               S   P     B   WP   D     S                    T TB  B    D
       Y M D   H    A     O ITTLDV I I        I CD   W   V V WW    L   PI   AT   BT   P S   S NCH CC W W W S S S T TS  1 B  C
       R O Y   R    T     N MCIISS D I        D 1I  DI  WI V W1    PA  PT   TI   TI   T I   TNHLIHMH D P H D P H I LI  0 1  K
    2011 4 2 600 2640 21750 040063   13FBC9      0 704 98 97  2102006 220 1800 1501 130 1 220763 564   4 5 7 3 6 165 23562992
    2011 4 2 600 2640 21750 030063    MASKSTID   0 704 98 97  2102006 220 1800 150      1 220763 564   4 5 7 3 6 165      792
                             ^       ^^^^^^^^^                                    ^ ^^^                              ^^^^^^  
    BBXX01040220110618 3FBC9 02064 99264 71425 41597 70719 10180 40200 56022 7//22 86364 9//// 22263 00220 20405 307// 40306 5//// 6//// 80150
    2011 4131700  -18 23560 0425     351011      01104 51               0 262           1 267                    165 345 4994
    2011 4131700  -18 23563 0325      51011      01104 51               0 262     1 242   267                    165      794
                          ^  ^       ^                                            ^ ^^^ ^                            ^^^ ^^  
    ZZYY01041320112100 51011 13041 17004 500180 124368 6113/ 11119 01110 10262 29089 22219 00267 444 20130 13041 1717/ 521// 60401
    
  • SST (sea surface temperature) IT (indicator for temperatures) noteworthy differences: deck 994 SST missing.
                             A                                               W    D                              A A         
                    L     L  T     N                               S   P     B   WP   D     S                    T TB  B    D
       Y M D   H    A     O ITTLDV I I        I CD   W   V V WW    L   PI   AT   BT   P S   S NCH CC W W W S S S T TS  1 B  C
       R O Y   R    T     N MCIISS D I        D 1I  DI  WI V W1    PA  PT   TI   TI   T I   TNHLIHMH D P H D P H I LI  0 1  K
    2011 4 52233-2452 17110 0425     355590                    101622 16                                         165 41141994
    2011 4 52233-2452 17110 0325      55590                    101622 160                 263                    165      794
                             ^       ^                                  ^                 ^^^                        ^^^^^^  
    ZZYY01040620110019 55590 05041 2220/ 324521 171095 6112/ 11119 40162 52016 22219 00263 444 20120 05041 2216/ 50101 80010 80000 9/015
    
  • SI (SST method indicator) noteworthy differences: deck 792 does not set SI=7 - others (others is ambiguous).
  • SI (SST method indicator) noteworthy differences: deck 794 does not set SI=1 - condenser inlet (FM18 BUOY has no SST indicator).
                             A                                               W    D                              A A         
                    L     L  T     N                               S   P     B   WP   D     S                    T TB  B    D
       Y M D   H    A     O ITTLDV I I        I CD   W   V V WW    L   PI   AT   BT   P S   S NCH CC W W W S S S T TS  1 B  C
       R O Y   R    T     N MCIISS D I        D 1I  DI  WI V W1    PA  PT   TI   TI   T I   TNHLIHMH D P H D P H I LI  0 1  K
    2011 430 300 1220 33280 040043 1 1C6JD7      0 303 72 98 31101367 110 2400 210  194 7 253555 500  10 43016 3 165 28327992
    2011 430 300 1220 33280 030043    MASKSTID   0 303 72 98 31101367 110 2400 210  194   253555 500  10 43016 3 165      792
                             ^     ^ ^^^^^^^^^                                          ^                            ^^^^^^  
    BBXX01043020110328 C6JD7 30033 99122 70272 41598 50314 10240 20194 40136 57011 70311 85500 22243 06253 21004 330// 41603 5//// 80210
    2011 4 21100 1147 33700 0425     313001                    10146    0               1 241                    165 28313994
    2011 4 21100 1147 33700 0325      13001                    10146    0                 241                    165      794
                             ^       ^                                                  ^                            ^^^^^^  
    ZZYY01040220111326 13001 02041 1100/ 711470 023004 6111/ 11119 29082 40146 22219 00241 444 20110 02041 1118/ 521//
    
  • WH (wave height) SH (swell height) noteworthy differences: deck 992 WH and SH missing.
  • WH (wave height) noteworthy differences: deck 993 WH missing.
  • WH (wave height) noteworthy differences: deck 994 WH erroneously taken from group QcLaLaLaLaLa.
                             A                                               W    D                              A A         
                    L     L  T     N                               S   P     B   WP   D     S                    T TB  B    D
       Y M D   H    A     O ITTLDV I I        I CD   W   V V WW    L   PI   AT   BT   P S   S NCH CC W W W S S S T TS  1 B  C
       R O Y   R    T     N MCIISS D I        D 1I  DI  WI V W1    PA  PT   TI   TI   T I   TNHLIHMH D P H D P H I LI  0 1  K
    2011 4212100 1860 27780 040033   1A8PQ8      01203 98 98  0101104  03 2600 220  200 1 250331 183      38     165 27782992
    2011 4212100 1860 27780 030033    MASKSTID   01203 98 98  0101104  03 2600 220  200 1 250331 183     238   6 165      792
                             ^       ^^^^^^^^^                                                           ^     ^     ^^^^^^  
    BBXX01042120112143 A8PQ8 21213 99186 70822 41198 31219 10260 2020/ 40110 54000 7//00 83183 22233 00250 2//02 39999 4//06 5//// 6//// 80220 ICE /////
    2011 410 383 3340 28230 042000   341013      0 601 70      101990 230 147       128 1 162    A     6  11 9 1 165 20637993
    2011 410 383 3340 28230 032000    41013      0 601 70      101990 230 147       128 1 162    A     6 211 9 1 165      793
                             ^       ^                                                                   ^           ^^^^^^  
    BBXX01041020110412 41013 10041 99334 70777 46/// /0607 10147 20128 40199 50023 90350 22200 00162 10902 20602 311// 40901 70010 333 91209
    2011 4 22233 7254   160 0425     364937                                                             54       165  7021994
    2011 4 22233 7254   169 0325      64937                             0                   3                    165      794
                          ^  ^       ^                                  ^                   ^           ^^            ^^^^^  
    ZZYY01040220112300 64937 02041 2220/ 172543 001692 6111/ 22219 00003 33311 88872 20000 30030 43489 444 20110 02041 2107/ 50101 80100 80000 9/015
    
  • SD (swell direction) noteworthy differences: deck 99x erroneous SD=33.
                             A                                               W    D                              A A         
                    L     L  T     N                               S   P     B   WP   D     S                    T TB  B    D
       Y M D   H    A     O ITTLDV I I        I CD   W   V V WW    L   PI   AT   BT   P S   S NCH CC W W W S S S T TS  1 B  C
       R O Y   R    T     N MCIISS D I        D 1I  DI  WI V W1    PA  PT   TI   TI   T I   TNHLIHMH D P H D P H I LI  0 1  K
    2011 4 51200 4390 29980 040000   1CFO383     01904164 9651 10049    3  63        70        A 5AA      33     165 17130992
    2011 4 51200 4390 29980 030000    MASKSTID   01904165 9651 10049    3  630  72   70          5               165      792
                             ^       ^^^^^^^^^          ^                    ^  ^^             ^  ^^      ^^         ^^^^^^  
    BBXX01040520111413 CFO383 05124 99439 70602 47596 /1932 10063 2007/ 40049 5//// 751// 8//// 22200 0//// 1//// 2//// 70/// 80072 333/91035
    2011 427 233 1830 29520 0420     341052      0 901100      10159    0 271                    A        33     165 27984993
    2011 427 233 1830 29520 0320      41052      0 901100      10159    0 271                    A               165      793
                             ^       ^                                                                    ^^         ^^^^^^  
    BBXX01042720110303 41052 27021 99183 70648 46/// /0910 10271 40159 90220 333/91213
    
  • CL CM CH (cloud type) IC1 IC2 IC3 IC4 IC5 (ice) noteworthy differences: deck 79x skips group=x////.
                             A                                               W    D                              A A         
                    L     L  T     N                               S   P     B   WP   D     S                    T TB  B    D
       Y M D   H    A     O ITTLDV I I        I CD   W   V V WW    L   PI   AT   BT   P S   S NCH CC W W W S S S T TS  1 B  C
       R O Y   R    T     N MCIISS D I        D 1I  DI  WI V W1    PA  PT   TI   TI   T I   TNHLIHMH D P H D P H I LI  0 1  K
    2011 423   0 4360 17630 040011   2SHIP           4                                         A AAA             165 15936992
    2011 423   0 4360 17630 030011    MASKSTID                                                   A               165      792
                             ^       ^^^^^^^^^       ^                                         ^  ^^                 ^^^^^^  
    BBXX01042320110147 SHIP 23004 99436 11763 43/// ///// 1//// 2//// 4//// 5//// 7//// 8//// 22211 0//// 2//// 3//// 4//// 5//// 6//// ICE /////
    

Appendix A - Comparison of coads_20110505_gts_apr (NCDC) and IMMA.2011.04 (NCEP)

figA1

Figure A1. April 2011 number of reports per day by platform type after exact duplicates removed from NCEP (a reduction of 881; no landlocked) and landlocked removed from NCDC (a reduction of 21,235; no exact duplicates).

Table A1. Individual ID examples (ranked from highest frequency down, in terms of absolute value) with differences in the number of reports retained for drifting buoys, moored buoys, and C-MAN. Within each platform type column, the individual ID appears on the left and the difference in reports (NCDC minus NCEP) appears on the right. Neither exact duplicates nor landlocked reports were eliminated.
driftingNCDC-NCEP
62520-2607
13974-720
14535-720
16536-720
16539-720
16541-720
16542-720
31717-720
31864-720
33699-720
33700-720
33706-720
41638-720
41728-720
44551-720
44601-720
44622-720
62500-720
62502-720
62503-720
62507-720
62514-720
62565-720
62571-720
62572-720
62574-720
62596-720
62841-720
62842-720
64611-720
64620-720
13972-719
14531-719
14532-719
14533-719
16518-719
16540-719
16543-719
17928-719
17931-719
23583-719
23584-719
33701-719
33702-719
33703-719
33705-719
41599-719
41601-719
41637-719
44625-719
44722-719
62501-719
62515-719
mooredNCDC-NCEP
46088724
42003719
46059709
21210706
46041701
46006700
52079286
52087283
52075276
52085276
53056266
52083263
52080245
52088242
52082241
52073240
52078239
52077232
52084226
52086226
22104219
22103186
22105182
41038166
22102161
22107128
22101126
41037122
22106109
5100760
5101560
1300959
1500158
5101658
5231258
5231156
5101055
5131154
1404152
5100852
3230351
3231551
5200451
5101450
5200250
5130549
3232148
5100648
5102148
5130747
5102245
5300545
3100144
C-MANNCDC-NCEP
LAPW113868
BDRN413707
MTYC113619
PTAW113545
TCBM213459
NTBC113392
NSTP613375
CHAO312921
SLIM210925
LWTV210608
CHYV29083
BLTM38917
FTPC18701
RCMC18670
SHBL18581
CHYW18319
CPTR17965
BUFN67954
TLBO37887
RPLV27859
QPTR17845
YKRV27809
SAPF17804
WAKP87706
OSGN67587
PTCR17581
KWNW37528
WYCM67521
MGPT27511
YKTV27498
LABL17459
BLTM27451
LTBV37451
MRCP17424
PCLF17419
FRDF17411
NBLP17396
LCLL17384
CNDO17367
KPTV27365
FTGM47356
SDHN47332
AMRL17331
PNLM47331
PSTL17331
SJSN47328
TPBN47328
RCRN67327
PTIM47323
RCKM47323
SWPM47322
OBGN67321
RDYD17321

Table A2. Individual IDs of all reports transmitted in the C-MAN code, comparing counts (if any) for NCEP (deck 795) and NCDC (deck 995). These are separated into three broad categories (from left to right): other, NDBC, and NOS. These categories are based on NDBC groupings (http://www.ndbc.noaa.gov/to_station.shtml). "NOS Stations" appears to include only Tide Gauge stations, NDBC refers to official National Data Buoy Center Stations, and "other" stations fall into additional groupings listed by NDBC (e.g. ANMN6=National Estuarine Research Reserve System Station; BARN6=NWS Eastern Region Station). Neither exact duplicates nor landlocked reports were eliminated.
otherNCDCNCEP
ACMN435313528
ACXS127452745
AGMW310471048
ANCF170297029
ANMF170307030
ANMN62605
APNM427182718
APXF126892689
AROP47185
ARPF170507050
BABT2674671
BARN63724
BDVF1240
BGCF169106910
BGXN326462645
BHRI337833763
BIGM443664320
BLTA2669669
BNKF1640
BOBF1629
BSBM444654424
BSLM226902690
BWSF1588
CAMF170607060
CANF1639
CBLO141044086
CBRW34307
CDEA2689689
CHDS14313
CHII227252725
CHNO326092609
CLSM444314422
CNBF1622
CSPA2689689
CYGM4635
DKKF1641
DRSD124962496
EGKF169606960
ELXC126822681
EROA2687687
FHPF170307030
FPTM444334406
FRDP47249
GBIF1635
GBLW3632319
GBTF1636
GDXM626952687
GELO116921684
GSLM449784927
GTLM444684409
GTRM442724272
GTXF126932693
HCEF1640
HHLO144184414
HMRA225382537
ILDL14040
JCRN426142614
JKYF1641
JOXP426932693
KNOH118381838
KNSW343144314
LBRF1641
LBSF1602
LCIY26399
LCNA2687687
LDLC322602236
LJPC1702702
LKPL1615610
LMBV4722
LMDF1639
LMFS12354
LMRF1638
LMSS135293529
LPRP46960
LRKF1638
LSNF1639
LUML1627617
MAXT226962696
MBLA11427325
MCYI326632663
MEEM44319
MGZP47180
MHPA114261426
MKGM427492749
MLSC130103011
MLWW326892689
MRSL1674674
MUKF1639
NABM444194402
NAXR126932693
NFBF170097009
NGLT2719719
NIWS126902690
NOXN726852685
NPDW3618614
OCGN44119
OCPN725892404
OLCN631753175
OTNM443404303
OWXO126932613
PACT2712
PBFW126022602
PCLM443494322
PCNT2719719
PKYF1637
PLSP47172
PNGW344004370
PORT27178
PRIM4636
PRTA2689689
PVGF17020
PWAW343644319
RKXF126892689
RLOT2719719
RPRN635453545
RSJT2714714
RTAT2698698
SACV4722
SAXG126882688
SBLM44279
SDIA220972097
SDRT2718718
SFXC126772677
SHPF170007000
SISA2666666
SJOM441064073
SLVM543634321
SPLL1674674
SPTM4636
SRBV36408
SVNM424892489
SXHW343954356
SYWW311911192
TAML1579569
TARF169206920
TAWM4633
TCVF1535
TIBC122332233
TIXC126812681
TKEA23753
TPEF1639
TRBL1627617
TRRF1628
VERV4721
VQSP47171
WATS14314
WAXM326852685
WEXM126762671
WFPM4632
WHRI245074439
WIWF1131
WKXA126972697
WPLF1637
WRBF1634
YABP47184
YGNN641644164
YRSV226162616
NDBCNCDCNCEP
AMAA214421440
AUGA214421440
BLIA214401437
BURL1722720
BUZM3721720
CARO3722720
CDRF1722720
CHLV2716714
CLKN7721719
DBLN6722720
DESW1722720
DISW3722720
DPIA1723720
DRFA214401438
FBIS1722720
FFIA2717717
FILA214411440
FWYF1722720
IOSN3723720
KTNF1721719
LONF1722720
LSCM4722719
MDRM1722720
MISM1722720
MLRF1722720
MRKA214361436
NWPO3722720
PILA214371433
PILM4722720
PLSF1580579
POTA214421440
PTAC1718715
PTAT2722720
PTGC1722720
ROAM4722720
SANF1722720
SAUF1721719
SBIO1722720
SGNW3721719
SGOF1721720
SISW1722720
SMKF1722720
SPGF1722720
SRST2722720
STDM4722720
TPLM2720719
TTIW1720720
VENF1721720
WPOW1721720
NOSNCDCNCEP
AAMC17284
ACYN46971
ADKA27216
ALIA27187
AMRL17331
ANTA27207
ANVC17209
APAM26486
APCF17216
ASTO37255
ATGM17212
AUDP46636
BATN67269
BDRN413707
BFTN77220
BGNN47222
BHBM37196
BISM27182
BLTM27451
BLTM38917
BRHC37211
BRND17220
BUFN67954
BYGL17225
BZBM37209
CAMM27215
CAPL16070
CASM17221
CBBV27215
CCUF16283
CECC17139
CHAO312921
CHAV37314
CHCM27220
CHSV37212
CHYV29083
CHYW18319
CMAN47221
CMTI27251
CNDO17367
COVM27147
CPTR17965
CRVA27218
CRYV26961
CWBF17213
DELD17268
DKCM67232
DOMV27220
DTLM47296
DUKN77187
DULM57300
EBSW15854
ELFA272267194
EPTT27314
ERTF17193
ESPP47262
FAIO17277
FCGT272237195
FMOA17244
FMRF17186
FOXR17245
FPKG17185
FRDF17411
FRDW17218
FRVM37214
FRWL17185
FSKM26733
FTGM47356
FTPC18701
GDMM57291
GISL17200
GPOM67231
GPST27219
GWPM67220
HBYC17179
HCGN77214
HLNM47218
HRBM47283
ICAC17216
IIWC17199
ILOH172127182
JMPN77225
JNEA27220
KDAA26943
KECA27215
KGCA271987172
KLIH17192
KPTN67240
KPTV27365
KWJP87141
KWNW37528
KYWF16647
LABL17459
LAPW113868
LCLL17384
LDTM47290
LJAC17228
LKWF172357186
LOPW17223
LPNM472237193
LTBV37451
LTRM47223
LWSD17146
LWTV210608
MACM472107185
MBRM47280
MCGA172837199
MCGM47316
MGIP47218
MGPT27511
MISP47231
MNMM47190
MNPV27216
MOKH1139427197
MQTT27155
MRCP17424
MRHO17318
MROS17201
MTKN67191
MTYC113619
NBLP17396
NEAW17211
NIAN67222
NKTA27214
NLNC37258
NMTA27217
NPSF16674
NSTP613375
NTBC113392
NTKM37215
NWCL172317198
NWHC37220
NWPR17278
NWWH173207189
OBGN67321
OBLA172217198
OCIM270677044
OHBC17226
OLSA27147
OMHC167476744
OOUH17223
OPTF17190
ORIN77221
OSGN67587
OVIA271797186
PACF172697197
PCLF17419
PCOC17268
PGBP76504
PHBP17243
PLXA27268
PNLM47331
PNLM669266931
PORO37072
PPTM26961
PRDA27202
PRYC17298
PSBM17203
PSLC17220
PSTL17331
PSTN67291
PTAW113545
PTBM67232
PTCR17581
PTIM47323
PTIT27224
PTWW17212
QPTR17845
RARM67268
RCKM47323
RCMC18670
RCPT27223
RCRN67327
RDDA27210
RDYD17321
ROBN47231
RPLV27859
RTYC17301
SAPF17804
SBEO37225
SBLF15541
SBPT27215
SDBC17218
SDHN47332
SHBL18581
SJNP47202
SJSN47328
SKTA27224
SLIM210925
SNDA27215
SNDP57219
SWLA27185
SWPM47322
SWPV27210
TCBM213459
TCMW167386738
TCNW17199
TESL17191
THRO17306
TLBO37887
TOKW17226
TPAF17026
TPBN47328
TRDF17159
TSHF16646
ULAM669776982
UNLA27281
VAKF16804
VCAF15875
VDZA27220
WAHV27212
WAKP87706
WASD27300
WDSV26109
WELM17223
WNEM473457200
WPTW1135827200
WYCM67521
YATA27161
YKRV27809
YKTV27498



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