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Spaghetti plot

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152:, or upper-level ridge or trough. Because ensemble forecasts naturally diverge as the days progress, the projected locations of meteorological features will spread further apart. A mean-spread diagram will take a mean of the calculated pressure from each spot on the map as calculated by each permutation in the ensemble, thus effectively smoothing out the projected low and making it appear broader in size but weaker in intensity than the ensemble's permutations had actually indicated. It can also depict two features instead of one if the ensemble clustering is around two different solutions. 109: 185: 136:
amount is drawn on a chart for a number of slightly different model runs from an ensemble. The model can then be stepped forward in time and the results compared and be used to gauge the amount of uncertainty in the forecast. If there is good agreement and the contours follow a recognizable pattern
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Spaghetti diagrams were first used to track routing through a factory. Spaghetti plots are a simple tool to visualize movement and transportation. Analyzing flows through systems can determine where time and energy are wasted, and identify where streamlining would be beneficial. This is true not
39:, hence the coining of this term. This method of statistics was first used to track routing through factories. Visualizing flow in this manner can reduce inefficiency within the flow of a system. In regards to animal populations and 159:
can be plotted on a spaghetti diagram to show confidence in five-day track forecasts. When track models diverge late in the forecast period, the plot takes on the shape of a squashed spider, and can be referred to as such in
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Spaghetti plots can be used to track the results of drug trials amongst a number of patients on one individual graph to determine their benefit. They have also been used to correlate
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across central and eastern Canada. As in other disciplines, spaghetti diagrams can be used to show the motion of objects, such as drifting weather buoys over time.
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Spaghetti plot of ten NCEP global ensemble members at the 500 hPa pressure level for a 3.5 day forecast. Areas of greatest uncertainty are circled in red
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through the sequence, then the confidence in the forecast can be high. Conversely, if the pattern is chaotic, i.e., resembling a plate of
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are found where they are, and to see how topographic features (such as mountain ranges) limit their migration and range. Within
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Spaghetti plots can be a more favorable choice compared to the mean-spread ensemble in determining the intensity of a coming
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only with physical travel through a physical place, but also during more abstract processes such as the application of a
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Introduction to Engineering Statistics and Lean Sigma: Statistical Quality Control and Design of Experiments and Systems
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The storm: what went wrong and why during hurricane Katrina : the inside story from one Louisiana scientist
220:, as well as discriminating effects between different populations, can be diagnosed quickly via these diagrams. 739: 734: 699: 664: 1310: 926: 862: 749: 641: 1204: 1017: 941: 759: 1305: 382: 1484: 1375: 1199: 1149: 1057: 1042: 986: 951: 847: 744: 719: 117: 976: 1464: 1219: 1154: 991: 946: 852: 802: 797: 1504: 1164: 1159: 1113: 1103: 1037: 729: 704: 694: 56: 1370: 330: 1275: 302: 1499: 1449: 1422: 1350: 1229: 1209: 1052: 857: 754: 606: 600: 579: 552: 542: 521: 515: 494: 488: 467: 440: 434: 413: 361: 306: 273: 267: 246: 240: 169: 96:, these plots have correlated their edges to regions which were glaciated within the previous 64: 60: 546: 461: 407: 355: 1509: 1494: 1489: 1469: 1320: 1295: 1259: 1254: 1189: 1123: 1027: 936: 931: 921: 895: 842: 769: 709: 684: 573: 52: 108: 1514: 1454: 1365: 1290: 1234: 1184: 827: 724: 172:, spaghetti plots have been used to correlate ground temperature information derived from 633: 1479: 1444: 1385: 1340: 1239: 1224: 1118: 1093: 1047: 1001: 996: 832: 764: 295: 121: 1529: 1439: 1325: 1249: 1214: 1194: 1098: 1062: 916: 900: 885: 689: 201: 93: 1474: 1434: 1355: 1335: 1300: 1285: 1179: 1174: 1144: 1022: 628: 217: 213: 40: 602:
Pharmacokinetic/pharmacodynamic data analysis: concepts and applications, Volume 1
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Beyond the theory of constraints: how to eliminate variation and maximize capacity
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levels to early pregnancy loss. The half-life of drugs within people's
1280: 792: 145: 97: 47:, they are drawn to study distribution and migration patterns. Within 331:"NCEP Medium-Range Ensemble Forecast (MREF) System Spaghetti Diagrams" 89: 36: 269:
The Butterflies of North America: A Natural History and Field Guide
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Method of viewing data to visualize possible flows through systems
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Borehole climatology: a new method on how to reconstruct climate
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Nonparametric regression methods for longitudinal data analysis
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Within meteorology, spaghetti diagrams are normally drawn from
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systems. They are composed of deterministic forecasts from
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John Wiley and Sons. pp. 2–4. 354:Ivor Van Heerden; Mike Bryan (2007). 7: 490:How to Implement Lean Manufacturing 466:. Productivity Press. p. 97. 164:discussions. Within the field of 157:tropical cyclone track forecasting 14: 572:Hulin Wu; Jin-Ting Zhang (2006). 520:. Tata McGraw-Hill. p. 130. 381:John L. Beven, III (2007-05-30). 1551:Metaphors referring to spaghetti 1546:Statistical charts and diagrams 1536:Graphic software in meteorology 155:Various forecast models within 1541:Climate and weather statistics 1: 680:Biological data visualization 327:Environmental Modeling Center 92:distributions across central 460:William A. Levinson (2007). 188:Spaghetti chart which shows 1567: 720:Mathematical visualization 548:Longitudinal data analysis 239:Theodore T. Allen (2010). 715:Information visualization 700:Educational visualization 387:National Hurricane Center 245:. Springer. p. 128. 162:National Hurricane Center 891:Charles-RenĂ© de Fourcroy 740:Scientific visualization 667:of technical information 412:. Elsevier. p. 76. 266:James A. Scott (1992). 1311:Christopher R. Johnson 863:Technical illustration 750:Software visualization 487:Lonnie Wilson (2009). 196: 113: 1205:Lawrence J. Rosenblum 1018:Edward Walter Maunder 942:Charles Joseph Minard 760:User interface design 735:Product visualization 629:TIGGE Project at NCAR 433:S. A. Thorpe (2005). 187: 111: 43:drifting through the 1485:Scientific modelling 1460:Information graphics 1200:Clifford A. Pickover 1150:William S. Cleveland 1058:Henry Norris Russell 1043:Howard G. Funkhouser 987:Florence Nightingale 952:Francis Amasa Walker 848:Statistical graphics 770:Volume visualization 745:Social visualization 541:Hedeker, Donald R.; 1465:Information science 1428:in computer science 1220:Sheelagh Carpendale 1155:George G. Robertson 992:Karl Wilhelm Pohlke 927:AndrĂ©-Michel Guerry 803:Graph of a function 798:Engineering drawing 436:The turbulent ocean 1505:Volume cartography 1269:Early 21st century 1165:Catherine Plaisant 1160:Bruce H. McCormick 1114:Mary Eleanor Spear 1104:Arthur H. Robinson 1038:Arthur Lyon Bowley 1011:Early 20th century 858:Technical drawings 730:Molecular graphics 705:Flow visualization 695:Data visualization 543:Gibbons, Robert D. 197: 118:ensemble forecasts 114: 65:atmospheric models 1523: 1522: 1500:Visual perception 1450:Graphic organizer 1423:Computer graphics 1394: 1393: 1376:Martin Wattenberg 1351:Hanspeter Pfister 1306:Martin Krzywinski 1230:Jock D. Mackinlay 1210:Thomas A. DeFanti 1133:Late 20th century 1053:Ejnar Hertzsprung 755:Technical drawing 612:978-91-86274-92-4 585:978-0-471-48350-2 558:978-0-471-42027-9 527:978-0-07-022163-5 514:Rangaraj (2009). 500:978-0-07-162507-4 473:978-1-56327-370-4 446:978-0-521-83543-5 419:978-0-08-045320-0 367:978-0-14-311213-6 312:978-0-8166-1420-2 279:978-0-8047-2013-7 252:978-1-84882-999-2 170:paleotempestology 29:spaghetti diagram 23:(also known as a 1558: 1510:Volume rendering 1495:Visual analytics 1490:Spatial analysis 1470:Misleading graph 1321:David McCandless 1296:Gordon Kindlmann 1260:Alfred Inselberg 1255:Leland Wilkinson 1190:Michael Friendly 1124:Howard T. Fisher 1087:Mid 20th century 1028:W. E. B. Du Bois 932:William Playfair 922:Adolphe Quetelet 896:Joseph Priestley 879:Pre-19th century 876: 843:Skeletal formula 710:Geovisualization 685:Chemical imaging 658: 651: 644: 635: 617: 616: 596: 590: 589: 569: 563: 562: 538: 532: 531: 511: 505: 504: 484: 478: 477: 457: 451: 450: 430: 424: 423: 403: 397: 396: 394: 393: 378: 372: 371: 351: 345: 344: 342: 341: 323: 317: 316: 300: 290: 284: 283: 263: 257: 256: 236: 53:weather forecast 1566: 1565: 1561: 1560: 1559: 1557: 1556: 1555: 1526: 1525: 1524: 1519: 1515:Information art 1455:Imaging science 1400: 1390: 1371:Fernanda ViĂ©gas 1366:Moritz Stefaner 1291:Jessica Hullman 1264: 1235:Alan MacEachren 1185:Ben Shneiderman 1128: 1082: 1006: 905: 867: 780: 774: 725:Medical imaging 668: 662: 625: 620: 613: 598: 597: 593: 586: 571: 570: 566: 559: 540: 539: 535: 528: 513: 512: 508: 501: 486: 485: 481: 474: 459: 458: 454: 447: 432: 431: 427: 420: 405: 404: 400: 391: 389: 380: 379: 375: 368: 353: 352: 348: 339: 337: 325: 324: 320: 313: 292: 291: 287: 280: 265: 264: 260: 253: 238: 237: 230: 226: 210: 182: 106: 82: 77: 33:spaghetti model 25:spaghetti chart 17: 12: 11: 5: 1564: 1562: 1554: 1553: 1548: 1543: 1538: 1528: 1527: 1521: 1520: 1518: 1517: 1512: 1507: 1502: 1497: 1492: 1487: 1482: 1480:Patent drawing 1477: 1472: 1467: 1462: 1457: 1452: 1447: 1445:Graphic design 1442: 1437: 1432: 1431: 1430: 1420: 1415: 1410: 1404: 1402: 1396: 1395: 1392: 1391: 1389: 1388: 1386:Hadley Wickham 1383: 1378: 1373: 1368: 1363: 1358: 1353: 1348: 1343: 1341:Tamara Munzner 1338: 1333: 1328: 1323: 1318: 1313: 1308: 1303: 1298: 1293: 1288: 1283: 1278: 1272: 1270: 1266: 1265: 1263: 1262: 1257: 1252: 1247: 1242: 1240:David Goodsell 1237: 1232: 1227: 1225:Cynthia Brewer 1222: 1217: 1212: 1207: 1202: 1197: 1192: 1187: 1182: 1177: 1172: 1167: 1162: 1157: 1152: 1147: 1142: 1136: 1134: 1130: 1129: 1127: 1126: 1121: 1119:Edgar Anderson 1116: 1111: 1106: 1101: 1096: 1094:Jacques Bertin 1090: 1088: 1084: 1083: 1081: 1080: 1075: 1070: 1065: 1060: 1055: 1050: 1048:John B. Peddle 1045: 1040: 1035: 1030: 1025: 1020: 1014: 1012: 1008: 1007: 1005: 1004: 1002:Francis Galton 999: 997:Toussaint Loua 994: 989: 984: 979: 977:Georg von Mayr 974: 969: 967:Matthew Sankey 964: 959: 954: 949: 944: 939: 934: 929: 924: 919: 913: 911: 907: 906: 904: 903: 898: 893: 888: 882: 880: 873: 869: 868: 866: 865: 860: 855: 850: 845: 840: 835: 833:Sankey diagram 830: 825: 820: 815: 810: 805: 800: 795: 790: 784: 782: 776: 775: 773: 772: 767: 765:Visual culture 762: 757: 752: 747: 742: 737: 732: 727: 722: 717: 712: 707: 702: 697: 692: 687: 682: 676: 674: 670: 669: 663: 661: 660: 653: 646: 638: 632: 631: 624: 623:External links 621: 619: 618: 611: 591: 584: 564: 557: 533: 526: 506: 499: 479: 472: 452: 445: 425: 418: 398: 373: 366: 346: 329:(2003-08-21). 318: 311: 285: 278: 258: 251: 227: 225: 222: 209: 206: 181: 178: 124:variable e.g. 122:meteorological 105: 102: 81: 78: 76: 73: 21:spaghetti plot 15: 13: 10: 9: 6: 4: 3: 2: 1563: 1552: 1549: 1547: 1544: 1542: 1539: 1537: 1534: 1533: 1531: 1516: 1513: 1511: 1508: 1506: 1503: 1501: 1498: 1496: 1493: 1491: 1488: 1486: 1483: 1481: 1478: 1476: 1473: 1471: 1468: 1466: 1463: 1461: 1458: 1456: 1453: 1451: 1448: 1446: 1443: 1441: 1440:Graph drawing 1438: 1436: 1433: 1429: 1426: 1425: 1424: 1421: 1419: 1416: 1414: 1411: 1409: 1406: 1405: 1403: 1397: 1387: 1384: 1382: 1379: 1377: 1374: 1372: 1369: 1367: 1364: 1362: 1361:Claudio Silva 1359: 1357: 1354: 1352: 1349: 1347: 1344: 1342: 1339: 1337: 1334: 1332: 1329: 1327: 1326:Mauro Martino 1324: 1322: 1319: 1317: 1314: 1312: 1309: 1307: 1304: 1302: 1299: 1297: 1294: 1292: 1289: 1287: 1284: 1282: 1279: 1277: 1274: 1273: 1271: 1267: 1261: 1258: 1256: 1253: 1251: 1250:Michael Maltz 1248: 1246: 1243: 1241: 1238: 1236: 1233: 1231: 1228: 1226: 1223: 1221: 1218: 1216: 1215:George Furnas 1213: 1211: 1208: 1206: 1203: 1201: 1198: 1196: 1195:Howard Wainer 1193: 1191: 1188: 1186: 1183: 1181: 1178: 1176: 1173: 1171: 1168: 1166: 1163: 1161: 1158: 1156: 1153: 1151: 1148: 1146: 1143: 1141: 1138: 1137: 1135: 1131: 1125: 1122: 1120: 1117: 1115: 1112: 1110: 1107: 1105: 1102: 1100: 1099:Rudolf Modley 1097: 1095: 1092: 1091: 1089: 1085: 1079: 1076: 1074: 1071: 1069: 1066: 1064: 1063:Max O. Lorenz 1061: 1059: 1056: 1054: 1051: 1049: 1046: 1044: 1041: 1039: 1036: 1034: 1031: 1029: 1026: 1024: 1021: 1019: 1016: 1015: 1013: 1009: 1003: 1000: 998: 995: 993: 990: 988: 985: 983: 980: 978: 975: 973: 972:Charles Booth 970: 968: 965: 963: 960: 958: 955: 953: 950: 948: 947:Luigi Perozzo 945: 943: 940: 938: 937:August KekulĂ© 935: 933: 930: 928: 925: 923: 920: 918: 917:Charles Dupin 915: 914: 912: 908: 902: 901:Gaspard Monge 899: 897: 894: 892: 889: 887: 886:Edmond Halley 884: 883: 881: 877: 874: 870: 864: 861: 859: 856: 854: 851: 849: 846: 844: 841: 839: 836: 834: 831: 829: 826: 824: 821: 819: 816: 814: 811: 809: 806: 804: 801: 799: 796: 794: 791: 789: 786: 785: 783: 777: 771: 768: 766: 763: 761: 758: 756: 753: 751: 748: 746: 743: 741: 738: 736: 733: 731: 728: 726: 723: 721: 718: 716: 713: 711: 708: 706: 703: 701: 698: 696: 693: 691: 690:Crime mapping 688: 686: 683: 681: 678: 677: 675: 671: 666: 665:Visualization 659: 654: 652: 647: 645: 640: 639: 636: 630: 627: 626: 622: 614: 608: 604: 603: 595: 592: 587: 581: 577: 576: 568: 565: 560: 554: 550: 549: 544: 537: 534: 529: 523: 519: 518: 510: 507: 502: 496: 492: 491: 483: 480: 475: 469: 465: 464: 456: 453: 448: 442: 438: 437: 429: 426: 421: 415: 411: 410: 402: 399: 388: 384: 377: 374: 369: 363: 359: 358: 350: 347: 336: 332: 328: 322: 319: 314: 308: 304: 299: 298: 289: 286: 281: 275: 271: 270: 262: 259: 254: 248: 244: 243: 235: 233: 229: 223: 221: 219: 215: 207: 205: 203: 202:mortgage loan 195: 191: 186: 179: 177: 175: 171: 167: 163: 158: 153: 151: 147: 142: 140: 135: 134:precipitation 131: 127: 123: 119: 110: 103: 101: 99: 95: 94:North America 91: 87: 79: 74: 72: 70: 66: 62: 58: 54: 50: 46: 42: 41:weather buoys 38: 34: 30: 26: 22: 1475:Neuroimaging 1435:CPK coloring 1418:Color coding 1356:Hans Rosling 1336:Miriah Meyer 1301:Aaron Koblin 1286:Jeffrey Heer 1180:Edward Tufte 1175:Pat Hanrahan 1145:Nigel Holmes 1023:Otto Neurath 962:Oliver Byrne 910:19th century 601: 594: 574: 567: 547: 536: 516: 509: 489: 482: 462: 455: 435: 428: 408: 401: 390:. 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Penguin. 166:climatology 150:anticyclone 130:temperature 104:Meteorology 86:butterflies 49:meteorology 1530:Categories 1331:John Maeda 1109:John Tukey 1073:Harry Beck 1068:Fritz Kahn 818:Photograph 392:2011-02-17 340:2011-02-17 224:References 194:glucometer 1413:Chartjunk 1381:Bang Wong 1276:Polo Chau 982:John Snow 957:John Venn 838:Schematic 823:Pictogram 174:boreholes 139:spaghetti 1399:Related 808:Ideogram 545:(2006). 208:Medicine 180:Business 126:pressure 69:medicine 1281:Ben Fry 793:Diagram 146:cyclone 98:ice age 80:Biology 37:noodles 1401:topics 872:People 779:Image 673:Fields 609:  582:  555:  524:  497:  470:  443:  416:  364:  309:  276:  249:  90:mammal 853:Table 788:Chart 781:types 305:–55. 190:nurse 132:, or 120:. 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Index

noodles
weather buoys
ocean
meteorology
weather forecast
high
low pressure
atmospheric models
medicine
butterflies
mammal
North America
ice age

ensemble forecasts
meteorological
pressure
temperature
precipitation
spaghetti
cyclone
anticyclone
tropical cyclone track forecasting
National Hurricane Center
climatology
paleotempestology
boreholes

nurse
glucometer

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