Guest User

BUFR data

a guest
Sep 18th, 2025
55
0
Never
Not a member of Pastebin yet? Sign Up, it unlocks many cool features!
text 30.47 KB | None | 0 0
  1. Using eccodes library for BUFR processing
  2. BUFR File Inventory Tool
  3. ================================================================================
  4.  
  5. ==================== FILE 1 of 2 ====================
  6. Processing: IS_2025091818.bufr
  7. ================================================================================
  8.  
  9. === Basic File Information ===
  10. File: d:\bufr\iastate\IS_2025091818.bufr
  11. Size: 2,102,299 bytes (2.00 MB)
  12. Warning: File doesn't start with 'BUFR' - may not be a valid BUFR file
  13. First 8 bytes: b'\x01\r\r\n976 '
  14.  
  15. === BUFR File Analysis: d:\bufr\iastate\IS_2025091818.bufr ===
  16. File size: 2,102,299 bytes (2.00 MB)
  17.  
  18. === INVENTORY SUMMARY ===
  19. Total messages processed: 761
  20. Total unique keys found: 66991
  21.  
  22. Data Categories:
  23. Category 0: 724 messages
  24. Category 1: 37 messages
  25.  
  26. Data Sub-Categories:
  27. Sub-category 0: 539 messages
  28. Sub-category 255: 72 messages
  29. Sub-category 14: 37 messages
  30. Sub-category 150: 33 messages
  31. Sub-category 2: 23 messages
  32. Sub-category 180: 22 messages
  33. Sub-category 5: 13 messages
  34. Sub-category 1: 11 messages
  35. Sub-category 181: 9 messages
  36. Sub-category 151: 2 messages
  37.  
  38. Observation Times:
  39. Total time entries: 659
  40. Unique times: 10
  41. 2025-09-18 06:2147483647 (count: 2)
  42. 2025-09-18 12:00 (count: 3)
  43. 2025-09-18 15:00 (count: 8)
  44. 2025-09-18 16:00 (count: 4)
  45. 2025-09-18 17:00 (count: 13)
  46. 2025-09-18 18:00 (count: 597)
  47. 2025-09-18 18:10 (count: 2)
  48. 2025-09-18 18:20 (count: 2)
  49. 2025-09-18 18:30 (count: 2)
  50. 2147483647-2147483647-2147483647 2147483647:2147483647 (count: 26)
  51.  
  52. Location Information:
  53. Total location entries: 603
  54. Unique locations: 471
  55. 1. (-10000000000000000159028911097599180468360808563945281389781327557747838772170381060813469985856815104.000, -10000000000000000159028911097599180468360808563945281389781327557747838772170381060813469985856815104.000) (count: 44)
  56. 2. (-73.050, -13.383) (count: 1)
  57. 3. (-70.673, -8.275) (count: 1)
  58. 4. (-64.241, -56.625) (count: 1)
  59. 5. (-63.321, -57.899) (count: 2)
  60. 6. (-62.192, -58.980) (count: 4)
  61. 7. (-62.101, -58.541) (count: 1)
  62. 8. (-54.932, -67.616) (count: 4)
  63. 9. (-54.840, -68.303) (count: 1)
  64. 10. (-53.780, -67.759) (count: 3)
  65. 11. (-52.429, -71.416) (count: 3)
  66. 12. (-50.022, -68.579) (count: 4)
  67. 13. (-48.783, -70.163) (count: 1)
  68. 14. (-46.780, 69.160) (count: 1)
  69. 15. (-43.189, -71.852) (count: 2)
  70. 16. (-41.954, -71.534) (count: 1)
  71. 17. (-40.757, -65.031) (count: 1)
  72. 18. (-36.800, 174.800) (count: 2)
  73. 19. (-35.969, -62.726) (count: 4)
  74. 20. (-35.688, -63.759) (count: 1)
  75. 21. (-34.969, -54.951) (count: 1)
  76. 22. (-34.861, -56.208) (count: 1)
  77. 23. (-34.860, -55.107) (count: 1)
  78. 24. (-34.833, -56.013) (count: 1)
  79. 25. (-34.790, -56.266) (count: 1)
  80. 26. (-34.760, 22.300) (count: 1)
  81. 27. (-34.494, -54.313) (count: 1)
  82. 28. (-34.452, -57.768) (count: 1)
  83. 29. (-34.128, -63.368) (count: 2)
  84. 30. (-34.086, -56.188) (count: 1)
  85. 31. (-33.351, -56.497) (count: 1)
  86. 32. (-33.251, -58.069) (count: 1)
  87. 33. (-32.797, -56.515) (count: 1)
  88. 34. (-32.381, -58.031) (count: 1)
  89. 35. (-32.367, -54.193) (count: 1)
  90. 36. (-31.820, 29.530) (count: 1)
  91. 37. (-31.750, -55.929) (count: 1)
  92. 38. (-31.633, -71.152) (count: 2)
  93. 39. (-31.550, -28.050) (count: 1)
  94. 40. (-31.439, -57.981) (count: 1)
  95. 41. (-31.278, -61.509) (count: 3)
  96. 42. (-30.399, -56.513) (count: 1)
  97. 43. (-30.229, -68.739) (count: 1)
  98. 44. (-29.245, -177.929) (count: 2)
  99. 45. (-28.067, -67.565) (count: 2)
  100. 46. (-27.221, -55.834) (count: 1)
  101. 47. (-26.190, -48.330) (count: 1)
  102. 48. (-25.917, 32.567) (count: 1)
  103. 49. (-24.050, 34.050) (count: 3)
  104. 50. (-23.867, 35.383) (count: 2)
  105. 51. (-23.130, -134.965) (count: 2)
  106. 52. (-22.590, 167.452) (count: 2)
  107. 53. (-22.250, -64.300) (count: 1)
  108. 54. (-22.083, 33.367) (count: 1)
  109. 55. (-22.079, -53.466) (count: 1)
  110. 56. (-22.017, 166.222) (count: 2)
  111. 57. (-21.306, -52.820) (count: 1)
  112. 58. (-21.233, -175.150) (count: 2)
  113. 59. (-20.892, 55.529) (count: 1)
  114. 60. (-20.630, 55.190) (count: 1)
  115. 61. (-20.250, -144.250) (count: 1)
  116. 62. (-19.983, -63.517) (count: 1)
  117. 63. (-19.588, -54.030) (count: 1)
  118. 64. (-18.800, -47.933) (count: 2)
  119. 65. (-18.480, 163.086) (count: 2)
  120. 66. (-18.063, -140.961) (count: 2)
  121. 67. (-18.051, -70.277) (count: 1)
  122. 68. (-17.833, 35.333) (count: 1)
  123. 69. (-16.445, -151.752) (count: 2)
  124. 70. (-16.200, 34.083) (count: 1)
  125. 71. (-16.183, 33.583) (count: 1)
  126. 72. (-15.843, -71.091) (count: 1)
  127. 73. (-15.687, -70.080) (count: 1)
  128. 74. (-15.617, 30.433) (count: 1)
  129. 75. (-15.600, 46.300) (count: 1)
  130. 76. (-15.500, 34.000) (count: 1)
  131. 77. (-15.033, 40.667) (count: 1)
  132. 78. (-14.467, -64.900) (count: 1)
  133. 79. (-14.308, -178.121) (count: 1)
  134. 80. (-13.240, -176.194) (count: 1)
  135. 81. (-13.039, -57.092) (count: 2)
  136. 82. (-12.967, 40.500) (count: 1)
  137. 83. (-11.446, -61.434) (count: 1)
  138. 84. (-11.170, 68.930) (count: 1)
  139. 85. (-5.144, -79.000) (count: 1)
  140. 86. (-4.150, -69.933) (count: 1)
  141. 87. (-4.050, 39.620) (count: 1)
  142. 88. (-4.030, 39.610) (count: 1)
  143. 89. (-3.400, 38.560) (count: 1)
  144. 90. (-0.500, 36.960) (count: 1)
  145. 91. (0.483, 72.983) (count: 2)
  146. 92. (1.080, -10.530) (count: 1)
  147. 93. (3.891, -51.805) (count: 2)
  148. 94. (5.486, -54.032) (count: 2)
  149. 95. (6.159, 1.244) (count: 1)
  150. 96. (6.950, 0.583) (count: 1)
  151. 97. (7.016, 100.502) (count: 1)
  152. 98. (7.182, 100.608) (count: 1)
  153. 99. (7.517, 99.617) (count: 1)
  154. 100. (7.533, 99.050) (count: 1)
  155. 101. (7.883, 98.400) (count: 1)
  156. 102. (8.570, 99.258) (count: 1)
  157. 103. (8.650, 111.917) (count: 1)
  158. 104. (8.960, -79.570) (count: 1)
  159. 105. (9.134, 99.152) (count: 1)
  160. 106. (9.151, 18.379) (count: 1)
  161. 107. (9.283, 103.467) (count: 1)
  162. 108. (10.017, 105.067) (count: 1)
  163. 109. (10.331, 99.093) (count: 1)
  164. 110. (10.933, 108.100) (count: 1)
  165. 111. (11.417, 114.333) (count: 1)
  166. 112. (12.510, 102.170) (count: 1)
  167. 113. (13.073, -59.500) (count: 1)
  168. 114. (13.483, 2.167) (count: 1)
  169. 115. (13.967, 108.017) (count: 1)
  170. 116. (14.878, 5.270) (count: 1)
  171. 117. (15.085, 104.331) (count: 1)
  172. 118. (15.117, 108.800) (count: 1)
  173. 119. (15.235, 103.251) (count: 1)
  174. 120. (15.250, 104.867) (count: 1)
  175. 121. (15.267, 101.187) (count: 2)
  176. 122. (15.316, 103.680) (count: 1)
  177. 123. (15.657, 101.105) (count: 1)
  178. 124. (15.795, 104.214) (count: 2)
  179. 125. (16.025, 98.860) (count: 2)
  180. 126. (16.073, 103.608) (count: 1)
  181. 127. (16.335, 102.827) (count: 1)
  182. 128. (16.433, 107.583) (count: 1)
  183. 129. (16.487, 99.527) (count: 1)
  184. 130. (16.530, 111.620) (count: 1)
  185. 131. (16.830, 112.330) (count: 1)
  186. 132. (16.883, 42.583) (count: 1)
  187. 133. (17.107, 99.800) (count: 1)
  188. 134. (17.467, 106.617) (count: 1)
  189. 135. (18.350, 105.900) (count: 1)
  190. 136. (18.667, 105.683) (count: 1)
  191. 137. (19.070, -104.290) (count: 1)
  192. 138. (19.564, 5.749) (count: 1)
  193. 139. (20.000, 110.250) (count: 1)
  194. 140. (20.133, 107.717) (count: 1)
  195. 141. (20.300, -44.400) (count: 1)
  196. 142. (20.970, -97.200) (count: 1)
  197. 143. (21.376, 0.932) (count: 1)
  198. 144. (21.433, 91.967) (count: 1)
  199. 145. (21.517, 107.967) (count: 1)
  200. 146. (21.600, 105.833) (count: 1)
  201. 147. (22.159, 113.569) (count: 1)
  202. 148. (22.309, 113.922) (count: 1)
  203. 149. (23.131, 35.584) (count: 1)
  204. 150. (24.630, 68.900) (count: 1)
  205. 151. (24.900, 67.130) (count: 1)
  206. 152. (26.136, 34.258) (count: 1)
  207. 153. (26.200, 32.747) (count: 1)
  208. 154. (26.250, 68.360) (count: 1)
  209. 155. (26.740, -11.687) (count: 1)
  210. 156. (27.816, -15.764) (count: 1)
  211. 157. (27.995, -15.616) (count: 2)
  212. 158. (28.216, 33.635) (count: 1)
  213. 159. (29.030, 139.540) (count: 1)
  214. 160. (29.032, -10.051) (count: 1)
  215. 161. (29.553, 34.952) (count: 1)
  216. 162. (29.684, -9.730) (count: 1)
  217. 163. (30.128, -2.150) (count: 1)
  218. 164. (30.145, -15.871) (count: 2)
  219. 165. (30.379, -9.559) (count: 1)
  220. 166. (30.932, -6.899) (count: 2)
  221. 167. (31.406, -9.687) (count: 1)
  222. 168. (31.510, -9.773) (count: 1)
  223. 169. (31.788, 35.126) (count: 1)
  224. 170. (32.109, -7.875) (count: 1)
  225. 171. (32.130, 34.832) (count: 1)
  226. 172. (32.130, 114.050) (count: 1)
  227. 173. (32.855, -6.958) (count: 1)
  228. 174. (33.261, -0.317) (count: 1)
  229. 175. (33.355, -7.581) (count: 1)
  230. 176. (33.460, 2.560) (count: 1)
  231. 177. (33.510, 126.520) (count: 1)
  232. 178. (33.750, 99.650) (count: 1)
  233. 179. (33.879, -5.520) (count: 1)
  234. 180. (34.046, -6.758) (count: 1)
  235. 181. (34.298, -6.594) (count: 1)
  236. 182. (34.430, 108.970) (count: 1)
  237. 183. (34.583, 32.983) (count: 1)
  238. 184. (34.720, 113.650) (count: 1)
  239. 185. (34.883, 33.633) (count: 2)
  240. 186. (35.160, 128.040) (count: 1)
  241. 187. (35.163, -6.117) (count: 1)
  242. 188. (35.180, -3.843) (count: 1)
  243. 189. (35.276, -2.956) (count: 1)
  244. 190. (35.333, 25.183) (count: 1)
  245. 191. (35.340, 33.220) (count: 1)
  246. 192. (35.483, 24.117) (count: 1)
  247. 193. (35.889, -5.347) (count: 1)
  248. 194. (36.200, 29.650) (count: 1)
  249. 195. (36.303, 30.146) (count: 1)
  250. 196. (36.383, 33.937) (count: 1)
  251. 197. (36.592, 36.158) (count: 1)
  252. 198. (37.001, 35.418) (count: 1)
  253. 199. (37.175, -5.616) (count: 1)
  254. 200. (37.775, -0.813) (count: 1)
  255. 201. (37.778, -3.809) (count: 2)
  256. 202. (37.793, 29.711) (count: 1)
  257. 203. (38.030, 125.700) (count: 1)
  258. 204. (38.360, 3.370) (count: 1)
  259. 205. (38.420, 127.280) (count: 1)
  260. 206. (38.770, -27.096) (count: 1)
  261. 207. (38.873, 1.373) (count: 1)
  262. 208. (39.104, 9.514) (count: 1)
  263. 209. (39.106, 39.541) (count: 1)
  264. 210. (39.244, 9.060) (count: 2)
  265. 211. (39.498, 9.631) (count: 1)
  266. 212. (39.606, 2.707) (count: 2)
  267. 213. (39.796, 2.691) (count: 1)
  268. 214. (39.926, 44.054) (count: 1)
  269. 215. (39.931, 9.713) (count: 1)
  270. 216. (40.766, 16.935) (count: 1)
  271. 217. (40.836, 35.526) (count: 1)
  272. 218. (40.853, 9.176) (count: 1)
  273. 219. (41.148, 1.167) (count: 1)
  274. 220. (41.220, -28.820) (count: 1)
  275. 221. (41.367, 68.000) (count: 1)
  276. 222. (41.451, 44.559) (count: 1)
  277. 223. (41.505, 9.104) (count: 1)
  278. 224. (41.600, 141.080) (count: 1)
  279. 225. (42.033, 43.483) (count: 1)
  280. 226. (42.260, 9.542) (count: 1)
  281. 227. (42.400, 18.730) (count: 2)
  282. 228. (42.454, -81.887) (count: 1)
  283. 229. (42.530, 8.792) (count: 1)
  284. 230. (42.550, 21.920) (count: 1)
  285. 231. (42.569, 18.253) (count: 1)
  286. 232. (42.645, 18.085) (count: 1)
  287. 233. (42.737, 2.873) (count: 1)
  288. 234. (42.793, -0.505) (count: 3)
  289. 235. (42.917, 3.060) (count: 1)
  290. 236. (43.047, 17.443) (count: 1)
  291. 237. (43.101, 6.147) (count: 1)
  292. 238. (43.188, 0.000) (count: 1)
  293. 239. (43.383, 6.386) (count: 1)
  294. 240. (43.397, 3.692) (count: 1)
  295. 241. (43.508, 16.426) (count: 1)
  296. 242. (43.621, 1.379) (count: 1)
  297. 243. (43.649, 7.209) (count: 1)
  298. 244. (43.661, 25.354) (count: 1)
  299. 245. (43.789, 23.944) (count: 1)
  300. 246. (43.816, 28.588) (count: 1)
  301. 247. (43.857, 4.406) (count: 1)
  302. 248. (43.911, 4.903) (count: 1)
  303. 249. (44.070, -49.710) (count: 1)
  304. 250. (44.084, 5.058) (count: 1)
  305. 251. (44.119, 3.020) (count: 1)
  306. 252. (44.121, 3.582) (count: 1)
  307. 253. (44.214, 28.646) (count: 1)
  308. 254. (44.534, 3.455) (count: 1)
  309. 255. (44.571, 6.509) (count: 1)
  310. 256. (44.722, 21.633) (count: 1)
  311. 257. (44.780, 17.220) (count: 1)
  312. 258. (44.827, -64.509) (count: 1)
  313. 259. (45.250, -138.780) (count: 1)
  314. 260. (45.316, -65.890) (count: 2)
  315. 261. (45.546, 4.294) (count: 1)
  316. 262. (45.620, -1.030) (count: 1)
  317. 263. (45.696, 25.526) (count: 1)
  318. 264. (45.721, 4.949) (count: 1)
  319. 265. (45.841, 27.409) (count: 1)
  320. 266. (45.861, 1.175) (count: 1)
  321. 267. (45.894, 15.525) (count: 2)
  322. 268. (45.950, -77.320) (count: 1)
  323. 269. (46.080, -74.556) (count: 1)
  324. 270. (46.167, 3.399) (count: 1)
  325. 271. (46.218, 14.477) (count: 1)
  326. 272. (46.535, 23.310) (count: 1)
  327. 273. (46.561, 14.765) (count: 1)
  328. 274. (46.649, 25.296) (count: 1)
  329. 275. (46.652, 8.615) (count: 4)
  330. 276. (46.686, 8.627) (count: 4)
  331. 277. (46.694, -2.330) (count: 1)
  332. 278. (46.793, 10.283) (count: 1)
  333. 279. (46.812, 6.942) (count: 2)
  334. 280. (46.816, -74.094) (count: 1)
  335. 281. (46.817, 10.261) (count: 1)
  336. 282. (47.127, 9.518) (count: 2)
  337. 283. (47.249, 5.989) (count: 1)
  338. 284. (47.294, -3.218) (count: 1)
  339. 285. (47.378, 15.087) (count: 1)
  340. 286. (47.479, -0.614) (count: 1)
  341. 287. (47.528, 16.187) (count: 1)
  342. 288. (47.592, 6.837) (count: 1)
  343. 289. (47.633, 15.828) (count: 1)
  344. 290. (47.723, 10.335) (count: 2)
  345. 291. (47.763, -3.436) (count: 1)
  346. 292. (47.770, 17.036) (count: 1)
  347. 293. (47.790, 15.907) (count: 1)
  348. 294. (47.801, 11.011) (count: 2)
  349. 295. (47.819, -83.356) (count: 1)
  350. 296. (47.820, -83.347) (count: 1)
  351. 297. (47.822, 16.035) (count: 1)
  352. 298. (47.825, 3.550) (count: 1)
  353. 299. (47.844, 5.338) (count: 1)
  354. 300. (47.884, 12.540) (count: 2)
  355. 301. (47.967, -84.786) (count: 1)
  356. 302. (47.973, -4.161) (count: 1)
  357. 303. (48.069, -1.734) (count: 1)
  358. 304. (48.200, 15.631) (count: 1)
  359. 305. (48.298, -70.919) (count: 1)
  360. 306. (48.446, 0.110) (count: 1)
  361. 307. (48.473, -5.057) (count: 1)
  362. 308. (48.532, -4.152) (count: 1)
  363. 309. (48.548, -4.664) (count: 1)
  364. 310. (48.550, 7.640) (count: 1)
  365. 311. (48.672, 21.223) (count: 1)
  366. 312. (48.688, 6.222) (count: 1)
  367. 313. (48.691, 15.367) (count: 1)
  368. 314. (48.751, 2.114) (count: 1)
  369. 315. (48.783, 20.987) (count: 1)
  370. 316. (48.822, 2.338) (count: 1)
  371. 317. (48.826, -3.473) (count: 1)
  372. 318. (48.917, 9.687) (count: 2)
  373. 319. (48.967, 2.428) (count: 1)
  374. 320. (48.979, 6.243) (count: 1)
  375. 321. (49.100, -107.022) (count: 1)
  376. 322. (49.134, -112.051) (count: 1)
  377. 323. (49.180, -0.456) (count: 1)
  378. 324. (49.209, -57.394) (count: 1)
  379. 325. (49.365, 0.167) (count: 1)
  380. 326. (49.369, 19.679) (count: 1)
  381. 327. (49.447, 2.127) (count: 1)
  382. 328. (49.533, 0.092) (count: 1)
  383. 329. (49.546, 18.448) (count: 2)
  384. 330. (49.617, 20.700) (count: 1)
  385. 331. (49.633, 6.233) (count: 1)
  386. 332. (49.692, 18.113) (count: 2)
  387. 333. (49.800, 22.767) (count: 1)
  388. 334. (50.083, 19.800) (count: 1)
  389. 335. (50.100, 22.033) (count: 1)
  390. 336. (50.112, -127.940) (count: 1)
  391. 337. (50.369, -114.415) (count: 1)
  392. 338. (50.428, 12.954) (count: 2)
  393. 339. (50.482, 6.182) (count: 1)
  394. 340. (50.500, 11.134) (count: 2)
  395. 341. (50.511, 6.073) (count: 1)
  396. 342. (50.576, 3.831) (count: 1)
  397. 343. (50.797, 4.358) (count: 1)
  398. 344. (50.865, 7.158) (count: 2)
  399. 345. (50.905, 5.762) (count: 2)
  400. 346. (50.999, 5.066) (count: 1)
  401. 347. (51.100, 16.883) (count: 1)
  402. 348. (51.487, 6.056) (count: 1)
  403. 349. (51.516, -109.178) (count: 1)
  404. 350. (51.659, 5.707) (count: 1)
  405. 351. (51.675, -124.403) (count: 1)
  406. 352. (51.723, 10.602) (count: 2)
  407. 353. (51.867, -63.283) (count: 1)
  408. 354. (51.889, 12.645) (count: 4)
  409. 355. (51.892, 4.312) (count: 1)
  410. 356. (52.109, -124.153) (count: 1)
  411. 357. (52.196, -87.936) (count: 1)
  412. 358. (52.273, 6.891) (count: 2)
  413. 359. (52.317, 8.169) (count: 4)
  414. 360. (52.454, 13.302) (count: 1)
  415. 361. (52.700, -8.920) (count: 1)
  416. 362. (52.700, 39.517) (count: 4)
  417. 363. (52.819, -97.616) (count: 1)
  418. 364. (53.306, -60.363) (count: 1)
  419. 365. (53.385, -118.348) (count: 1)
  420. 366. (53.441, -91.763) (count: 1)
  421. 367. (53.772, -125.997) (count: 1)
  422. 368. (53.803, 10.699) (count: 2)
  423. 369. (53.857, -94.654) (count: 1)
  424. 370. (53.860, -167.580) (count: 1)
  425. 371. (53.870, 8.710) (count: 1)
  426. 372. (53.980, 8.530) (count: 1)
  427. 373. (54.125, -108.523) (count: 1)
  428. 374. (54.144, -115.787) (count: 1)
  429. 375. (54.180, 7.459) (count: 1)
  430. 376. (54.248, 24.552) (count: 1)
  431. 377. (54.255, -133.058) (count: 1)
  432. 378. (54.333, 18.933) (count: 1)
  433. 379. (54.370, 10.180) (count: 1)
  434. 380. (54.469, -128.578) (count: 1)
  435. 381. (54.626, 25.107) (count: 1)
  436. 382. (54.717, 128.867) (count: 1)
  437. 383. (54.884, 23.836) (count: 1)
  438. 384. (55.056, 15.095) (count: 1)
  439. 385. (55.298, 14.772) (count: 1)
  440. 386. (55.609, 22.239) (count: 1)
  441. 387. (55.876, 12.412) (count: 1)
  442. 388. (56.193, -117.452) (count: 1)
  443. 389. (56.247, -120.750) (count: 1)
  444. 390. (56.250, 22.731) (count: 1)
  445. 391. (56.358, -94.711) (count: 1)
  446. 392. (56.359, -94.704) (count: 1)
  447. 393. (56.450, 12.545) (count: 1)
  448. 394. (56.500, 3.200) (count: 1)
  449. 395. (56.683, 12.817) (count: 1)
  450. 396. (56.848, 26.238) (count: 1)
  451. 397. (56.921, 18.151) (count: 1)
  452. 398. (57.668, 18.352) (count: 1)
  453. 399. (57.790, 26.038) (count: 1)
  454. 400. (57.846, 27.020) (count: 1)
  455. 401. (58.073, 8.053) (count: 1)
  456. 402. (58.300, 11.900) (count: 1)
  457. 403. (58.399, 8.789) (count: 1)
  458. 404. (58.658, 8.630) (count: 1)
  459. 405. (58.981, -110.440) (count: 1)
  460. 406. (59.068, 18.115) (count: 1)
  461. 407. (59.071, 5.412) (count: 1)
  462. 408. (59.152, 10.828) (count: 1)
  463. 409. (59.197, 7.527) (count: 1)
  464. 410. (59.285, 11.113) (count: 1)
  465. 411. (59.307, 4.872) (count: 1)
  466. 412. (59.374, 10.798) (count: 1)
  467. 413. (59.832, 6.733) (count: 1)
  468. 414. (59.850, 8.656) (count: 1)
  469. 415. (59.856, 10.436) (count: 1)
  470. 416. (59.942, 10.720) (count: 3)
  471. 417. (60.020, -111.962) (count: 1)
  472. 418. (60.051, 10.688) (count: 1)
  473. 419. (60.055, -43.165) (count: 1)
  474. 420. (60.117, 10.829) (count: 1)
  475. 421. (60.178, 24.787) (count: 1)
  476. 422. (60.289, 5.227) (count: 1)
  477. 423. (60.490, 2.830) (count: 1)
  478. 424. (60.710, -135.067) (count: 1)
  479. 425. (60.719, 7.209) (count: 1)
  480. 426. (61.119, 47.990) (count: 1)
  481. 427. (61.200, 2.300) (count: 1)
  482. 428. (61.257, -124.467) (count: 1)
  483. 429. (61.651, 10.108) (count: 1)
  484. 430. (61.688, 27.207) (count: 1)
  485. 431. (61.921, -113.726) (count: 1)
  486. 432. (61.936, -42.068) (count: 1)
  487. 433. (61.963, -127.209) (count: 1)
  488. 434. (62.023, -6.765) (count: 1)
  489. 435. (62.113, 9.286) (count: 1)
  490. 436. (63.616, -135.868) (count: 1)
  491. 437. (63.684, 16.950) (count: 1)
  492. 438. (63.780, -18.060) (count: 1)
  493. 439. (63.860, -21.150) (count: 1)
  494. 440. (64.115, -117.313) (count: 2)
  495. 441. (64.217, 27.752) (count: 1)
  496. 442. (64.283, 126.450) (count: 1)
  497. 443. (65.268, -13.576) (count: 1)
  498. 444. (65.268, -13.575) (count: 1)
  499. 445. (65.300, -23.100) (count: 1)
  500. 446. (65.756, -111.246) (count: 1)
  501. 447. (65.879, -89.446) (count: 1)
  502. 448. (66.573, 25.848) (count: 1)
  503. 449. (66.981, -136.221) (count: 1)
  504. 450. (67.273, 14.383) (count: 1)
  505. 451. (67.467, 78.733) (count: 2)
  506. 452. (67.997, 24.210) (count: 1)
  507. 453. (68.030, 13.350) (count: 1)
  508. 454. (68.191, 17.791) (count: 1)
  509. 455. (68.354, 18.816) (count: 1)
  510. 456. (68.538, 55.491) (count: 1)
  511. 457. (68.613, 27.419) (count: 1)
  512. 458. (68.969, 28.775) (count: 1)
  513. 459. (69.654, 18.937) (count: 1)
  514. 460. (69.978, 23.358) (count: 1)
  515. 461. (70.790, 23.410) (count: 1)
  516. 462. (71.033, 27.830) (count: 1)
  517. 463. (71.089, 28.217) (count: 1)
  518. 464. (71.300, 22.300) (count: 1)
  519. 465. (74.717, -94.969) (count: 1)
  520. 466. (75.359, -105.712) (count: 1)
  521. 467. (76.280, 33.090) (count: 1)
  522. 468. (76.510, 25.013) (count: 1)
  523. 469. (78.794, -103.528) (count: 1)
  524. 470. (79.994, -85.812) (count: 1)
  525. 471. (85.830, 176.340) (count: 1)
  526.  
  527. Sample of Available Keys (first 20):
  528. #1#24HourPressureChange
  529. #1#3HourPressureChange
  530. #1#actualHourOfObservation
  531. #1#actualMinuteOfObservation
  532. #1#airTemperature
  533. #1#amountAndTypeOfIce
  534. #1#atmosphericPathDelayInSatelliteSignal
  535. #1#attributeOfFollowingValue
  536. #1#bearingOrAzimuth
  537. #1#blockNumber
  538. #1#capabilityToDetectObscuration
  539. #1#capabilityToDetectOtherWeatherPhenomena
  540. #1#capabilityToDetectPrecipitationPhenomena
  541. #1#capabilityToDiscriminateLightningStrikes
  542. #1#causeOfIceAccretion
  543. #1#characterOfObscuration
  544. #1#characterOfPrecipitation
  545. #1#characteristicOfPressureTendency
  546. #1#cloudAmount
  547. #1#cloudCoverTotal
  548. ... and 66971 more keys
  549.  
  550. === Analysis Complete for IS_2025091818.bufr ===
  551. Successfully processed 761 BUFR messages
  552.  
  553. Message DataFrame shape: (761, 7)
  554. Columns: ['masterTableNumber', 'dataCategory', 'dataSubCategory', 'compressedData', 'numberOfSubsets', 'datetime', 'location']
  555.  
  556. First few messages:
  557. masterTableNumber dataCategory dataSubCategory compressedData \
  558. 0 0 0 0 0
  559. 1 0 0 0 0
  560. 2 0 0 0 0
  561. 3 0 0 0 0
  562. 4 0 0 0 1
  563.  
  564. numberOfSubsets datetime location
  565. 0 1 2025-09-18 17:00 (64.115, -117.313)
  566. 1 1 2025-09-18 16:00 (64.115, -117.313)
  567. 2 1 2025-09-18 17:00 (53.441, -91.763)
  568. 3 1 2025-09-18 16:00 (65.879, -89.446)
  569. 4 5 2025-09-18 16:00 NaN
  570.  
  571. ================================================================================
  572.  
  573. ==================== FILE 2 of 2 ====================
  574. Processing: IU_2025091818.bufr
  575. ================================================================================
  576.  
  577. === Basic File Information ===
  578. File: d:\bufr\iastate\IU_2025091818.bufr
  579. Size: 20,617,044 bytes (19.66 MB)
  580. Warning: File doesn't start with 'BUFR' - may not be a valid BUFR file
  581. First 8 bytes: b'\x01\r\r\n413 '
  582.  
  583. === BUFR File Analysis: d:\bufr\iastate\IU_2025091818.bufr ===
  584. File size: 20,617,044 bytes (19.66 MB)
  585.  
  586. === INVENTORY SUMMARY ===
  587. Total messages processed: 848
  588. Note: For IU files, filtered out messages without 500 hPa data (AMDAR aircraft excluded)
  589. Total unique keys found: 68438
  590.  
  591. Data Categories:
  592. Category 4: 306 messages
  593. Category 5: 216 messages
  594. Category 3: 152 messages
  595. Category 2: 112 messages
  596. Category 6: 62 messages
  597.  
  598. Data Sub-Categories:
  599. Sub-category 255: 302 messages
  600. Sub-category 0: 266 messages
  601. Sub-category 14: 152 messages
  602. Sub-category 41: 87 messages
  603. Sub-category 10: 24 messages
  604. Sub-category 1: 13 messages
  605. Sub-category 4: 4 messages
  606.  
  607. Observation Times:
  608. Total time entries: 848
  609. Unique times: 145
  610. 0025-09-18 02:00 (count: 2)
  611. 0025-09-18 03:00 (count: 4)
  612. 0025-09-18 04:00 (count: 2)
  613. 0025-09-18 05:00 (count: 2)
  614. 0025-09-18 07:00 (count: 2)
  615. 0025-09-18 11:00 (count: 2)
  616. 0025-09-18 18:00 (count: 23)
  617. 0025-09-18 18:2147483647 (count: 8)
  618. 2025-09-18 14:40 (count: 3)
  619. 2025-09-18 14:45 (count: 1)
  620. 2025-09-18 15:08 (count: 1)
  621. 2025-09-18 15:16 (count: 1)
  622. 2025-09-18 15:19 (count: 1)
  623. 2025-09-18 15:20 (count: 2)
  624. 2025-09-18 15:22 (count: 1)
  625. 2025-09-18 15:29 (count: 1)
  626. 2025-09-18 15:30 (count: 1)
  627. 2025-09-18 15:31 (count: 1)
  628. 2025-09-18 15:35 (count: 2)
  629. 2025-09-18 15:38 (count: 2)
  630. 2025-09-18 15:39 (count: 4)
  631. 2025-09-18 15:40 (count: 1)
  632. 2025-09-18 15:41 (count: 1)
  633. 2025-09-18 15:42 (count: 3)
  634. 2025-09-18 15:43 (count: 4)
  635. 2025-09-18 15:45 (count: 1)
  636. 2025-09-18 15:46 (count: 2)
  637. 2025-09-18 15:47 (count: 2)
  638. 2025-09-18 15:49 (count: 2)
  639. 2025-09-18 15:50 (count: 2)
  640. 2025-09-18 15:54 (count: 2)
  641. 2025-09-18 15:55 (count: 1)
  642. 2025-09-18 15:59 (count: 3)
  643. 2025-09-18 16:00 (count: 2)
  644. 2025-09-18 16:02 (count: 1)
  645. 2025-09-18 16:04 (count: 1)
  646. 2025-09-18 16:07 (count: 1)
  647. 2025-09-18 16:10 (count: 2)
  648. 2025-09-18 16:12 (count: 1)
  649. 2025-09-18 16:13 (count: 1)
  650. 2025-09-18 16:14 (count: 3)
  651. 2025-09-18 16:15 (count: 3)
  652. 2025-09-18 16:17 (count: 1)
  653. 2025-09-18 16:18 (count: 3)
  654. 2025-09-18 16:21 (count: 1)
  655. 2025-09-18 16:22 (count: 1)
  656. 2025-09-18 16:24 (count: 1)
  657. 2025-09-18 16:25 (count: 2)
  658. 2025-09-18 16:27 (count: 2)
  659. 2025-09-18 16:28 (count: 1)
  660. 2025-09-18 16:30 (count: 1)
  661. 2025-09-18 16:33 (count: 2)
  662. 2025-09-18 16:35 (count: 1)
  663. 2025-09-18 16:36 (count: 2)
  664. 2025-09-18 16:37 (count: 1)
  665. 2025-09-18 16:38 (count: 1)
  666. 2025-09-18 16:39 (count: 1)
  667. 2025-09-18 16:40 (count: 2)
  668. 2025-09-18 16:42 (count: 1)
  669. 2025-09-18 16:43 (count: 1)
  670. 2025-09-18 16:44 (count: 2)
  671. 2025-09-18 16:45 (count: 3)
  672. 2025-09-18 16:47 (count: 2)
  673. 2025-09-18 16:48 (count: 3)
  674. 2025-09-18 16:49 (count: 2)
  675. 2025-09-18 16:51 (count: 1)
  676. 2025-09-18 16:53 (count: 1)
  677. 2025-09-18 16:54 (count: 1)
  678. 2025-09-18 16:55 (count: 2)
  679. 2025-09-18 16:57 (count: 1)
  680. 2025-09-18 16:59 (count: 1)
  681. 2025-09-18 17:00 (count: 131)
  682. 2025-09-18 17:01 (count: 3)
  683. 2025-09-18 17:02 (count: 4)
  684. 2025-09-18 17:03 (count: 6)
  685. 2025-09-18 17:04 (count: 5)
  686. 2025-09-18 17:05 (count: 4)
  687. 2025-09-18 17:06 (count: 7)
  688. 2025-09-18 17:07 (count: 2)
  689. 2025-09-18 17:08 (count: 2)
  690. 2025-09-18 17:09 (count: 2)
  691. 2025-09-18 17:10 (count: 4)
  692. 2025-09-18 17:11 (count: 2)
  693. 2025-09-18 17:13 (count: 3)
  694. 2025-09-18 17:14 (count: 2)
  695. 2025-09-18 17:16 (count: 2)
  696. 2025-09-18 17:17 (count: 1)
  697. 2025-09-18 17:18 (count: 3)
  698. 2025-09-18 17:19 (count: 4)
  699. 2025-09-18 17:20 (count: 1)
  700. 2025-09-18 17:25 (count: 2)
  701. 2025-09-18 17:26 (count: 1)
  702. 2025-09-18 17:27 (count: 2)
  703. 2025-09-18 17:28 (count: 1)
  704. 2025-09-18 17:29 (count: 1)
  705. 2025-09-18 17:34 (count: 3)
  706. 2025-09-18 17:38 (count: 1)
  707. 2025-09-18 17:40 (count: 1)
  708. 2025-09-18 17:45 (count: 87)
  709. 2025-09-18 17:49 (count: 1)
  710. 2025-09-18 17:50 (count: 3)
  711. 2025-09-18 17:51 (count: 3)
  712. 2025-09-18 17:52 (count: 3)
  713. 2025-09-18 17:53 (count: 2)
  714. 2025-09-18 17:54 (count: 2)
  715. 2025-09-18 17:55 (count: 3)
  716. 2025-09-18 17:56 (count: 4)
  717. 2025-09-18 17:57 (count: 10)
  718. 2025-09-18 17:58 (count: 8)
  719. 2025-09-18 17:59 (count: 8)
  720. 2025-09-18 18:00 (count: 71)
  721. 2025-09-18 18:01 (count: 8)
  722. 2025-09-18 18:02 (count: 10)
  723. 2025-09-18 18:03 (count: 5)
  724. 2025-09-18 18:04 (count: 11)
  725. 2025-09-18 18:05 (count: 13)
  726. 2025-09-18 18:06 (count: 7)
  727. 2025-09-18 18:07 (count: 8)
  728. 2025-09-18 18:08 (count: 12)
  729. 2025-09-18 18:09 (count: 11)
  730. 2025-09-18 18:10 (count: 15)
  731. 2025-09-18 18:11 (count: 10)
  732. 2025-09-18 18:12 (count: 6)
  733. 2025-09-18 18:13 (count: 3)
  734. 2025-09-18 18:14 (count: 12)
  735. 2025-09-18 18:15 (count: 18)
  736. 2025-09-18 18:16 (count: 12)
  737. 2025-09-18 18:17 (count: 5)
  738. 2025-09-18 18:18 (count: 4)
  739. 2025-09-18 18:19 (count: 11)
  740. 2025-09-18 18:20 (count: 13)
  741. 2025-09-18 18:21 (count: 8)
  742. 2025-09-18 18:22 (count: 5)
  743. 2025-09-18 18:23 (count: 5)
  744. 2025-09-18 18:24 (count: 8)
  745. 2025-09-18 18:25 (count: 18)
  746. 2025-09-18 18:26 (count: 10)
  747. 2025-09-18 18:27 (count: 4)
  748. 2025-09-18 18:28 (count: 7)
  749. 2025-09-18 18:29 (count: 4)
  750. 2025-09-18 18:30 (count: 12)
  751. 2025-09-18 18:31 (count: 8)
  752. 2025-09-18 18:32 (count: 3)
  753. 2025-09-18 18:33 (count: 3)
  754. 2025-09-18 18:35 (count: 5)
  755.  
  756. Location Information:
  757. Total location entries: 106
  758. Unique locations: 30
  759. 1. (-10000000000000000159028911097599180468360808563945281389781327557747838772170381060813469985856815104.000, -10000000000000000159028911097599180468360808563945281389781327557747838772170381060813469985856815104.000) (count: 77)
  760. 2. (-76.963, -154.677) (count: 1)
  761. 3. (-64.941, 105.480) (count: 1)
  762. 4. (-61.650, -97.788) (count: 1)
  763. 5. (-61.186, -64.699) (count: 1)
  764. 6. (22.525, 36.745) (count: 1)
  765. 7. (27.779, -97.505) (count: 1)
  766. 8. (30.126, -93.217) (count: 1)
  767. 9. (32.228, -110.956) (count: 1)
  768. 10. (32.452, -93.842) (count: 1)
  769. 11. (33.330, 126.680) (count: 1)
  770. 12. (34.687, 125.451) (count: 1)
  771. 13. (35.038, -106.623) (count: 1)
  772. 14. (35.231, -111.820) (count: 1)
  773. 15. (35.233, -101.709) (count: 1)
  774. 16. (35.347, 126.030) (count: 1)
  775. 17. (36.121, 88.538) (count: 1)
  776. 18. (37.263, 126.102) (count: 1)
  777. 19. (39.120, -108.524) (count: 1)
  778. 20. (41.319, -96.383) (count: 1)
  779. 21. (44.073, -103.210) (count: 1)
  780. 22. (46.772, -100.762) (count: 1)
  781. 23. (46.875, -81.645) (count: 1)
  782. 24. (47.461, -111.385) (count: 1)
  783. 25. (47.682, -117.627) (count: 1)
  784. 26. (52.209, 14.120) (count: 1)
  785. 27. (53.550, -114.110) (count: 1)
  786. 28. (69.275, -37.505) (count: 1)
  787. 29. (71.458, -80.636) (count: 1)
  788. 30. (74.082, 113.481) (count: 1)
  789.  
  790. Sample of Available Keys (first 20):
  791. #1#DistanceFromEarthCentreInDirection90DegreesEast
  792. #1#DistanceFromEarthCentreInDirectionOf0DegreesLongitude
  793. #1#DistanceFromEarthCentreInDirectionOfNorthPole
  794. #1#absolutePlatformVelocityFirstComponent
  795. #1#absolutePlatformVelocitySecondComponent
  796. #1#absolutePlatformVelocityThirdComponent
  797. #1#absoluteWindShearIn1KmLayerAbove
  798. #1#absoluteWindShearIn1KmLayerBelow
  799. #1#airTemperature
  800. #1#alongTrackResolution
  801. #1#amountOfGasUsedInBalloon
  802. #1#amountSegmentCloudFree
  803. #1#amvQualityFlag
  804. #1#angleOfXAxisInErrorEllipse
  805. #1#atmosphericRefractivity
  806. #1#balloonFlightTrainLength
  807. #1#balloonManufacturer
  808. #1#balloonShelterType
  809. #1#balloonType
  810. #1#bearingOrAzimuth
  811. ... and 68418 more keys
  812.  
  813. === Analysis Complete for IU_2025091818.bufr ===
  814. Successfully processed 848 BUFR messages
  815.  
  816. Message DataFrame shape: (193, 7)
  817. Columns: ['masterTableNumber', 'dataCategory', 'dataSubCategory', 'compressedData', 'numberOfSubsets', 'datetime', 'location']
  818.  
  819. First few messages:
  820. masterTableNumber dataCategory dataSubCategory compressedData \
  821. 0 0 5 41 1
  822. 1 0 5 41 1
  823. 2 0 5 41 1
  824. 3 0 5 41 1
  825. 4 0 5 41 1
  826.  
  827. numberOfSubsets datetime location
  828. 0 567 2025-09-18 17:45 NaN
  829. 1 443 2025-09-18 17:45 NaN
  830. 2 442 2025-09-18 17:45 NaN
  831. 3 440 2025-09-18 17:45 NaN
  832. 4 438 2025-09-18 17:45 NaN
  833.  
  834. ========================= FINAL SUMMARY =========================
  835. IS_2025091818.bufr: 761 messages
  836. IU_2025091818.bufr: 848 messages
  837. Total messages across all files: 1609
  838.  
Advertisement
Add Comment
Please, Sign In to add comment