Region-specific atrophy in dendrites (Narayanan, Narayan, Chattarji, 2005)

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Accession:147756
...in this study, we develop an algorithm that uses statistics from precise morphometric analyses to systematically remodel neuronal reconstructions. We use the distribution function of the ratio of two normal distributed random variables to specify the probabilities of remodeling along various regions of the dendritic arborization. We then use these probabilities to drive an iterative algorithm for manipulating the dendritic tree in a region-specific manner. As a test, we apply this framework to a well characterized example of dendritic remodeling: stress-induced dendritic atrophy in hippocampal CA3 pyramidal cells. We show that our pruning algorithm is capable of eliciting atrophy that matches biological data from rodent models of chronic stress. <br>
Reference:
1 . Narayanan R, Narayan A, Chattarji S (2005) A probabilistic framework for region-specific remodeling of dendrites in three-dimensional neuronal reconstructions. Neural Comput 17:75-96 [PubMed]
Model Information (Click on a link to find other models with that property)
Model Type: Neuron or other electrically excitable cell; Dendrite;
Brain Region(s)/Organism: Hippocampus;
Cell Type(s): Hippocampus CA3 pyramidal GLU cell;
Channel(s):
Gap Junctions:
Receptor(s):
Gene(s):
Transmitter(s):
Simulation Environment: C or C++ program;
Model Concept(s): Influence of Dendritic Geometry;
Implementer(s): Narayanan, Rishikesh [rishi at iisc.ac.in];
Search NeuronDB for information about:  Hippocampus CA3 pyramidal GLU cell;
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1262 4 2.54 152.937 3.45 0.4 1261
1263 4 6.145 152.724 3.45 0.4 1262
1264 4 6.357 156.195 3.45 0.4 1263
1265 4 10.161 157.512 0.45 0.4 1264
1266 4 12.276 159.028 0.45 0.4 1265
1267 4 12.063 159.028 0.45 0.4 1266
1268 4 12.914 162.513 3.7 0.4 1267
1269 4 15.667 164.681 5.45 0.4 1268
1270 4 16.306 164.907 4.7 0.4 1269
1271 4 16.306 164.907 4.725 0.24 1270
1272 4 19.059 167.301 -3.3 0.24 1271
1273 4 20.322 169.908 -3.3 0.24 1272
1274 4 20.535 169.908 -3.3 0.24 1273
1275 4 24.778 168.604 -3.3 0.24 1274
1276 4 27.744 170.346 -11.05 0.24 1275
1277 4 33.037 171.65 -11.05 0.24 1276
1278 4 33.037 171.863 -11.05 0.24 1277
1279 4 34.726 175.134 -11.05 0.24 1278
1280 4 16.306 165.12 4.7 0.4 1270
1281 4 18.208 168.165 4.7 0.4 1280
1282 4 19.059 174.044 4.7 0.4 1281
1283 4 22.238 174.469 4.2 0.4 1282
1284 4 22.45 174.469 4.2 0.4 1283
1285 4 22.238 176.212 3.45 0.4 1284
1286 4 22.025 176.212 3.45 0.4 1285
1287 4 23.714 181.878 3.45 0.4 1286
1288 4 23.714 182.09 3.45 0.4 1287
1289 4 24.991 181.651 1.95 0.4 1288
1290 4 25.403 185.575 -4.05 0.4 1289
1291 4 27.105 186.878 -3.8 0.4 1290
1292 4 27.105 188.833 -3.8 0.4 1291
1293 4 29.22 189.272 -3.8 0.4 1292
1294 4 29.22 189.485 -3.8 0.4 1293
1295 4 29.22 191.879 -3.8 0.4 1294
1296 4 29.22 192.092 -3.8 0.4 1295
1297 4 32.824 196.88 -3.8 0.4 1296
1298 4 36.628 196.454 -3.8 0.4 1297
1299 4 36.628 201.881 -9.05 0.4 1298
1300 4 38.956 203.623 -6.55 0.4 1299
1301 4 39.169 203.623 -6.55 0.4 1300
1302 4 40.233 204.501 4.95 0.4 1301
1303 4 40.233 204.501 4.975 0.24 1302
1304 4 42.986 208.411 3.7 0.24 1303
1305 4 42.134 211.457 3.7 0.24 1304
1306 4 44.462 214.941 -6.05 0.24 1305
1307 4 44.462 214.729 -5.8 0.24 1306
1308 4 44.462 216.896 -5.8 0.24 1307
1309 4 46.59 217.774 -5.8 0.24 1308
1310 4 46.377 217.774 -5.8 0.24 1309
1311 4 47.641 222.123 -5.8 0.24 1310
1312 4 47.641 222.336 -5.8 0.24 1311
1313 4 51.032 222.775 -5.8 0.24 1312
1314 4 50.819 222.988 -5.8 0.24 1313
1315 4 52.083 226.472 2.45 0.24 1314
1316 4 57.39 232.777 -3.3 0.24 1315
1317 4 62.47 235.822 -3.55 0.24 1316
1318 4 62.683 235.822 -3.55 0.24 1317
1319 4 62.47 240.823 -10.3 0.24 1318
1320 4 64.585 243.217 -10.3 0.24 1319
1321 4 64.585 243.443 -10.05 0.24 1320
1322 4 64.798 246.702 -11.55 0.24 1321
1323 4 67.338 248.883 -8.55 0.24 1322
1324 4 68.3152 251.787 -14.8438 0.24 1323
1325 4 40.871 209.063 -0.3 0.4 1302
1326 4 41.084 209.289 -0.3 0.4 1325
1327 4 38.956 214.502 10.95 0.4 1326
1328 4 43.198 222.336 10.7 0.4 1327
1329 4 45.313 228.866 10.7 0.4 1328
1330 4 45.313 229.079 10.7 0.4 1329
1331 4 46.59 228.64 10.7 0.4 1330
1332 4 47.002 231.26 10.7 0.4 1331
1333 4 47.002 231.473 10.7 0.4 1332
1334 4 50.181 232.564 10.7 0.4 1333
1335 4 50.181 232.777 10.7 0.4 1334
1336 4 49.343 238.216 8.2 0.4 1335
1337 4 51.671 240.398 9.45 0.4 1336
1338 4 51.883 240.61 9.45 0.4 1337
1339 4 49.343 247.353 9.45 0.4 1338
1340 4 53.147 248.005 16.95 0.4 1339
1341 4 53.572 252.793 16.95 0.4 1340
1342 4 53.36 255.4 16.95 0.4 1341
1343 4 55.474 256.052 14.45 0.4 1342
1344 4 54.9289 269.782 20.4669 0.4 1343
1345 4 -2.328 151.633 0.7 0.72 1260
1346 4 -1.476 156.634 0.7 0.72 1345
1347 4 1.689 162.513 0.7 0.72 1346
1348 4 1.689 162.726 0.7 0.72 1347
1349 4 2.115 166.862 0.7 0.72 1348
1350 4 1.277 177.741 0.7 0.72 1349
1351 4 1.277 177.741 0.725 0.72 1350
1352 4 1.277 178.606 0.7 0.72 1351
1353 4 1.277 178.606 0.725 0.24 1352
1354 4 -1.277 184.045 16.2 0.24 1353
1355 4 -3.817 184.471 14.7 0.24 1354
1356 4 -4.017 184.471 14.7 0.24 1355
1357 4 -7.621 190.562 6.95 0.24 1356
1358 4 -9.523 194.047 20.2 0.24 1357
1359 4 -12.489 196.228 18.45 0.24 1358
1360 4 -12.489 196.441 18.45 0.24 1359
1361 4 -14.404 196.228 21.95 0.24 1360
1362 4 -14.404 196.441 20.2 0.24 1361
1363 4 -18.846 204.926 9.7 0.24 1362
1364 4 -22.238 210.153 19.7 0.24 1363
1365 4 -27.318 218.625 19.7 0.24 1364
1366 4 -31.122 223.201 23.45 0.24 1365
1367 4 -36.415 238.868 25.4 0.24 1366
1368 4 -34.726 241.262 25.4 0.24 1367
1369 4 -33.25 249.309 16.65 0.24 1368
1370 4 -33.25 249.521 16.65 0.24 1369
1371 4 -30.909 251.703 16.65 0.24 1370
1372 4 -30.497 258.658 16.9 0.24 1371
1373 4 -30.497 258.885 16.9 0.24 1372
1374 4 -26.68 259.31 14.4 0.24 1373
1375 4 -27.744 265.84 7.9 0.24 1374
1376 4 -24.352 273.022 0.4 0.24 1375
1377 4 -23.9619 274.881 3.92001 0.24 1376
1378 4 3.179 182.529 1.45 0.72 1352
1379 4 3.391 185.575 1.45 0.72 1378
1380 4 3.604 186.227 1.45 0.72 1379
1381 4 7.408 192.744 -2.3 0.72 1380
1382 4 8.685 200.365 -4.05 0.72 1381
1383 4 8.685 200.577 -4.05 0.72 1382
1384 4 8.259 204.926 -1.8 0.72 1383
1385 4 8.259 205.591 -3.05 0.72 1384
1386 4 8.259 205.591 -3.025 0.24 1385
1387 4 11.438 211.683 7.7 0.24 1386
1388 4 14.191 220.381 7.7 0.24 1387
1389 4 14.404 220.381 7.7 0.24 1388
1390 4 15.455 228.866 7.7 0.24 1389
1391 4 15.667 228.866 7.7 0.24 1390
1392 4 17.357 240.61 3.7 0.24 1391
1393 4 19.272 252.58 3.95 0.24 1392
1394 4 19.272 252.793 3.95 0.24 1393
1395 4 19.91 258.885 3.95 0.24 1394
1396 4 19.91 259.097 3.95 0.24 1395
1397 4 20.748 261.93 3.95 0.24 1396
1398 4 20.322 264.763 3.95 0.24 1397
1399 4 20.11 264.976 3.95 0.24 1398
1400 4 20.535 271.932 1.2 0.24 1399
1401 4 22.45 272.81 -0.8 0.24 1400
1402 4 20.961 283.25 20.7 0.24 1401
1403 4 20.748 283.25 20.7 0.24 1402
1404 4 21.386 286.509 20.7 0.24 1403
1405 4 19.059 291.297 20.7 0.24 1404
1406 4 19.059 291.523 20.7 0.24 1405
1407 4 19.91 293.691 20.7 0.24 1406
1408 4 19.91 293.917 20.7 0.24 1407
1409 4 17.157 296.311 26.95 0.24 1408
1410 4 17.157 296.524 26.95 0.24 1409
1411 4 17.995 300.66 26.95 0.24 1410
1412 4 18.208 300.434 26.95 0.24 1411
1413 4 16.306 305.873 28.45 0.24 1412
1414 4 19.272 305.448 34.7 0.24 1413
1415 4 18.6995 308.374 34.3636 0.24 1414
1416 4 9.111 207.108 -3.55 0.72 1385
1417 4 9.736 207.972 -6.3 0.72 1416
1418 4 9.736 207.972 -6.275 0.24 1417
1419 4 7.834 208.637 12.2 0.24 1418
1420 4 6.77 212.986 12.2 0.24 1419
1421 4 3.604 219.29 1.45 0.24 1420
1422 4 0.638 228.64 1.45 0.24 1421
1423 4 0.426 228.64 1.45 0.24 1422
1424 4 -4.229 240.823 1.45 0.24 1423
1425 4 -5.719 243.443 -2.3 0.24 1424
1426 4 -8.259 249.96 -2.3 0.24 1425
1427 4 -14.404 259.323 -2.55 0.24 1426
1428 4 -20.535 268.886 8.45 0.24 1427
1429 4 -22.238 269.977 8.45 0.24 1428
1430 4 -22.45 269.977 8.45 0.24 1429
1431 4 -23.288 273.249 8.45 0.24 1430
1432 4 -27.744 276.294 15.95 0.24 1431
1433 4 -31.548 279.992 15.45 0.24 1432
1434 4 -31.76 279.992 15.45 0.24 1433
1435 4 -32.2363 281.934 15.45 0.24 1434
1436 4 11.438 210.153 -2.8 0.56 1417
1437 4 12.489 212.108 -2.8 0.56 1436
1438 4 11.225 216.245 -2.8 0.56 1437
1439 4 12.702 217.987 -2.8 0.56 1438
1440 4 12.914 217.987 -2.8 0.56 1439
1441 4 15.455 221.033 -2.8 0.56 1440
1442 4 12.914 225.382 -3.05 0.56 1441
1443 4 12.914 225.595 -3.05 0.56 1442
1444 4 16.306 227.776 -3.05 0.56 1443
1445 4 16.306 227.989 -3.05 0.56 1444
1446 4 15.455 231.912 -4.8 0.56 1445
1447 4 16.731 237.126 -6.05 0.4 1446
1448 4 16.731 241.049 -9.8 0.4 1447
1449 4 18.208 248.444 -9.8 0.4 1448
1450 4 19.059 251.051 -9.8 0.4 1449
1451 4 20.961 251.929 -9.8 0.4 1450
1452 4 20.961 252.141 -9.8 0.4 1451
1453 4 23.714 259.762 -9.8 0.4 1452
1454 4 26.254 265.628 -9.8 0.4 1453
1455 4 26.041 268.899 -9.8 0.4 1454
1456 4 26.041 269.112 -9.8 0.4 1455
1457 4 31.973 274.326 -9.8 0.4 1456
1458 4 31.973 274.552 -9.8 0.4 1457
1459 4 32.186 280.856 -9.8 0.4 1458
1460 4 31.548 282.386 -17.3 0.4 1459
1461 4 36.203 286.296 -17.3 0.4 1460
1462 4 34.514 289.993 -17.3 0.4 1461
1463 4 34.301 289.993 -17.3 0.4 1462
1464 4 35.365 299.13 -17.3 0.4 1463
1465 4 35.152 299.13 -17.3 0.4 1464
1466 4 35.365 299.782 -17.3 0.4 1465
1467 4 35.365 299.782 -17.275 0.4 1466
1468 4 38.956 301.524 -21.8 0.4 1467
1469 4 40.658 303.479 -21.8 0.4 1468
1470 4 40.658 305.222 -21.8 0.4 1469
1471 4 44.05 306.751 -27.55 0.4 1470
1472 4 45.739 311.1 -27.55 0.4 1471
1473 4 45.739 311.313 -27.55 0.4 1472
1474 4 49.343 310.661 -27.3 0.4 1473
1475 4 50.181 313.494 -26.8 0.24 1474
1476 4 53.36 315.011 -26.8 0.24 1475
1477 4 56.326 319.147 -18.3 0.24 1476
1478 4 61.619 319.147 -17.8 0.24 1477
1479 4 61.832 322.193 -17.8 0.24 1478
1480 4 61.832 322.405 -17.8 0.24 1479
1481 4 66.274 322.844 -17.55 0.24 1480
1482 4 66.487 322.844 -17.55 0.24 1481
1483 4 69.027 327.845 -17.55 0.24 1482
1484 4 69.027 328.071 -17.55 0.24 1483
1485 4 69.24 332.194 -17.55 0.24 1484
1486 4 71.993 332.194 -17.55 0.24 1485
1487 4 71.78 332.194 -17.55 0.24 1486
1488 4 73.27 338.286 -17.55 0.24 1487
1489 4 73.27 338.512 -17.55 0.24 1488
1490 4 76.648 339.376 -17.3 0.24 1489
1491 4 78.776 345.042 -17.3 0.24 1490
1492 4 78.563 345.042 -17.3 0.24 1491
1493 4 77.074 350.043 -17.3 0.24 1492
1494 4 84.907 356.56 -17.3 0.24 1493
1495 4 85.546 359.393 -5.8 0.24 1494
1496 4 85.333 359.393 -5.8 0.24 1495
1497 4 87.448 359.832 -5.8 0.24 1496
1498 4 89.562 362.226 -5.8 0.24 1497
1499 4 92.954 362.651 -5.8 0.24 1498
1500 4 96.132 368.53 -5.8 0.24 1499
1501 4 94.856 371.137 0.45 0.24 1500
1502 4 94.656 371.137 0.45 0.24 1501
1503 4 96.132 374.408 0.45 0.24 1502
1504 4 96.132 374.621 0.45 0.24 1503
1505 4 94.23 379.409 2.7 0.24 1504
1506 4 96.558 383.758 -14.55 0.24 1505
1507 4 96.558 383.971 -14.55 0.24 1506
1508 4 94.856 390.727 -14.3 0.24 1507
1509 4 94.656 390.727 -14.3 0.24 1508
1510 4 95.92 393.334 -14.05 0.24 1509
1511 4 95.707 393.108 -14.05 0.24 1510
1512 4 95.494 393.547 -14.05 0.24 1511
1513 4 95.494 393.547 -14.025 0.24 1512
1514 4 97.0357 394.342 -21.8347 0.24 1513
1515 4 94.018 398.987 -14.3 0.24 1512
1516 4 91.69 405.078 -14.3 0.24 1515
1517 4 89.15 407.033 -12.05 0.24 1516
1518 4 90.413 417.7 -2.55 0.24 1517
1519 4 85.12 427.05 -11.05 0.24 1518
1520 4 82.793 434.671 -11.05 0.24 1519
1521 4 81.516 438.794 -11.05 0.24 1520
1522 4 80.465 442.93 -15.3 0.24 1521
1523 4 80.465 443.156 -15.3 0.24 1522
1524 4 80.465 445.55 -15.3 0.24 1523
1525 4 80.678 445.55 -15.3 0.24 1524
1526 4 83.218 447.718 -15.3 0.24 1525
1527 4 83.218 447.931 -15.3 0.24 1526
1528 4 85.333 454.687 -17.55 0.24 1527
1529 4 87.448 456.855 -17.55 0.24 1528
1530 4 87.022 457.294 -17.55 0.24 1529
1531 4 86.397 460.34 -17.55 0.24 1530
1532 4 86.397 460.552 -17.55 0.24 1531
1533 4 35.365 300.008 -17.3 0.4 1466
1534 4 33.662 303.479 -26.8 0.4 1533
1535 4 33.662 303.706 -26.8 0.4 1534
1536 4 35.152 308.919 -26.8 0.4 1535
1537 4 35.152 309.358 -26.8 0.4 1536
1538 4 33.875 315.888 -26.8 0.4 1537
1539 4 33.25 322.631 -36.55 0.4 1538
1540 4 33.25 322.844 -36.55 0.4 1539
1541 4 35.365 325.238 -36.55 0.4 1540
1542 4 31.122 342.209 -36.55 0.4 1541
1543 4 31.973 349.165 -36.55 0.4 1542
1544 4 27.318 362.226 -37.55 0.4 1543
1545 4 26.467 364.832 -37.55 0.4 1544
1546 4 25.829 365.697 -37.8 0.4 1545
1547 4 25.204 371.137 -37.8 0.24 1546
1548 4 24.991 376.151 -38.05 0.24 1547
1549 4 24.778 376.363 -38.05 0.24 1548
1550 4 22.663 381.803 -38.05 0.24 1549
1551 4 20.961 385.288 -38.3 0.24 1550
1552 4 20.961 385.501 -38.3 0.24 1551
1553 4 22.025 392.031 -38.3 0.24 1552
1554 4 20.748 393.773 -41.05 0.24 1553
1555 4 20.322 398.774 -43.05 0.24 1554
1556 4 20.322 398.987 -43.05 0.24 1555
1557 4 20.535 407.259 -46.55 0.24 1556
1558 4 20.535 407.472 -46.55 0.24 1557
1559 4 19.272 409.866 -47.3 0.24 1558
1560 4 19.91 412.699 -47.3 0.24 1559
1561 4 19.91 412.912 -47.3 0.24 1560
1562 4 18.421 415.958 -47.3 0.24 1561
1563 4 19.697 419.216 -50.3 0.24 1562
1564 4 15.88 422.488 -50.3 0.24 1563
1565 4 15.029 434.232 -54.55 0.24 1564
1566 4 12.489 442.93 -40.55 0.24 1565
1567 4 10.161 446.415 -40.55 0.24 1566
1568 4 9.948 446.627 -40.55 0.24 1567
1569 4 9.523 448.809 -40.55 0.24 1568
1570 4 7.621 453.37 -38.55 0.24 1569
1571 4 7.834 455.113 -38.8 0.24 1570
1572 4 7.834 455.339 -38.8 0.24 1571
1573 4 6.57 457.507 -38.8 0.24 1572
1574 4 6.357 457.733 -38.8 0.24 1573
1575 4 7.195 459.462 -39.55 0.24 1574
1576 4 5.932 462.082 -31.05 0.24 1575
1577 4 5.506 463.598 -30.05 0.24 1576
1578 4 6.983 465.128 -43.55 0.24 1577
1579 4 5.719 469.038 -44.05 0.24 1578
1580 4 5.506 469.477 -44.05 0.24 1579
1581 4 6.95042 477.346 -44.05 0.24 1580
1582 4 25.829 365.697 -37.775 0.24 1546
1583 4 22.863 370.059 -23.55 0.24 1582
1584 4 17.569 376.802 -24.55 0.24 1583
1585 4 17.357 376.802 -24.55 0.24 1584
1586 4 17.569 378.97 -24.55 0.24 1585
1587 4 15.455 379.622 -24.55 0.24 1586
1588 4 15.242 379.622 -24.55 0.24 1587
1589 4 14.191 381.803 -24.55 0.24 1588
1590 4 12.914 382.668 -24.8 0.24 1589
1591 4 12.914 382.894 -24.8 0.24 1590
1592 4 13.127 387.243 -24.8 0.24 1591
1593 4 12.914 387.456 -24.8 0.24 1592
1594 4 12.914 387.682 -25.8 0.24 1593
1595 4 10.587 388.759 -11.05 0.24 1594
1596 4 10.374 388.759 -11.05 0.24 1595
1597 4 10.161 391.153 -11.05 0.24 1596
1598 4 9.736 391.592 -11.05 0.24 1597
1599 4 7.621 394.425 -11.05 0.24 1598
1600 4 7.621 394.638 -11.05 0.24 1599
1601 4 8.685 395.941 -11.05 0.24 1600
1602 4 8.259 397.471 -11.05 0.24 1601
1603 4 5.719 401.82 -6.3 0.24 1602
1604 4 5.293 405.517 -6.3 0.24 1603
1605 4 3.391 405.517 -6.3 0.24 1604
1606 4 3.179 405.517 -6.3 0.24 1605
1607 4 3.817 407.911 -6.3 0.24 1606
1608 4 2.115 411.382 -6.3 0.24 1607
1609 4 2.115 411.608 -6.3 0.24 1608
1610 4 1.064 420.307 -0.05 0.24 1609
1611 4 -0.426 420.746 -0.55 0.24 1610
1612 4 -0.426 421.184 -0.55 0.24 1611
1613 4 -0.426 425.307 -1.05 0.24 1612
1614 4 -4.229 430.973 -1.05 0.24 1613
1615 4 -7.408 440.11 4.95 0.24 1614
1616 4 -9.736 446.853 4.95 0.24 1615
1617 4 -13.34 450.976 4.45 0.24 1616
1618 4 -13.553 450.976 4.7 0.24 1617
1619 4 -17.569 457.294 5.95 0.24 1618
1620 4 -17.569 457.507 5.95 0.24 1619
1621 4 -18.421 465.34 6.2 0.24 1620
1622 4 -24.352 475.342 2.95 0.24 1621
1623 4 -26.8383 479.551 7.95993 0.24 1622
1624 4 1.21 177.143 33.25 0.24 1350
1625 4 -2.101 178.047 33.25 0.4 1624
1626 4 -2.633 180.614 34 0.4 1625
1627 4 -1.091 185.415 39.25 0.4 1626
1628 4 -0.904 185.655 40 0.4 1627
1629 4 -1.529 192.371 42.25 0.4 1628
1630 4 -1.343 192.611 42.25 0.4 1629
1631 4 1.862 194.326 42.5 0.4 1630
1632 4 3.112 197.984 45 0.4 1631
1633 4 2.899 197.957 45 0.4 1632
1634 4 1.769 200.232 39.5 0.4 1633
1635 4 3.604 202.652 54.25 0.24 1634
1636 4 5.121 202.399 43.25 0.24 1635
1637 4 5.147 202.187 45 0.24 1636
1638 4 9.549 209.741 45.75 0.24 1637
1639 4 12.595 212.747 46 0.24 1638
1640 4 12.808 212.773 46 0.24 1639
1641 4 16.133 225.462 47.75 0.24 1640
1642 4 19.072 229.332 55.75 0.24 1641
1643 4 19.152 238.988 70.5 0.24 1642
1644 4 21.44 253.312 68.75 0.24 1643
1645 4 24.765 259.204 70.5 0.24 1644
1646 4 24.552 259.177 70.5 0.24 1645
1647 4 25.243 269.126 77.75 0.24 1646
1648 4 26.706 271.054 79 0.24 1647
1649 4 26.534 270.815 79 0.24 1648
1650 4 25.257 272.411 79 0.24 1649
1651 4 25.23 272.623 79 0.24 1650
1652 4 25.7003 274.567 79 0.24 1651
1653 1 -1.064 -4.575 1 6.13 1
1654 3 -0.427 -5.152 -1.524 1.04 1653
1655 3 -1.381 -5.632 -4.068 1.04 1654
1656 3 -2.885 -7.272 -6.815 1.04 1655
1657 3 -5.972 -10.321 -12.5 1.04 1656
1658 3 -9.563 -12.063 -29 1.04 1657
1659 3 -11.691 -12.502 -29 0.72 1658
1660 3 -15.282 -13.154 -29 0.72 1659
1661 3 -16.133 -15.761 -29 0.72 1660
1662 3 -14.856 -20.775 -29 0.72 1661
1663 3 -15.282 -23.381 -29 0.72 1662
1664 3 -15.495 -24.898 -29 0.72 1663
1665 3 -13.805 -30.337 -29 0.56 1664
1666 3 -13.593 -33.609 -29 0.56 1665
1667 3 -19.099 -37.08 -18.5 0.56 1666
1668 3 -25.869 -46.869 -23 0.56 1667
1669 3 -31.162 -44.489 -12.5 0.56 1668
1670 3 -34.979 -47.308 -8 0.56 1669
1671 3 -37.945 -46.218 -1.75 0.56 1670
1672 3 -37.945 -46.005 -1.75 0.56 1671
1673 3 -42.387 -50.58 -7 0.56 1672
1674 3 -42.174 -55.355 -0.5 0.56 1673
1675 3 -42.174 -55.142 -0.25 0.56 1674
1676 3 -45.353 -56.445 -16.25 0.4 1675
1677 3 -52.123 -63.84 -5.25 0.4 1676
1678 3 -52.336 -63.84 -5.25 0.4 1677
1679 3 -52.761 -64.279 3.75 0.4 1678
1680 3 -56.153 -68.415 -14 0.24 1679
1681 3 -56.791 -73.855 -3 0.24 1680
1682 3 -57.004 -73.629 -3 0.24 1681
1683 3 -61.02 -77.765 3.25 0.24 1682
1684 3 -61.659 -78.204 4.5 0.24 1683
1685 3 -61.02 -84.947 0.25 0.24 1684
1686 3 -61.233 -84.947 0.25 0.24 1685
1687 3 -65.05 -95.175 0.25 0.24 1686
1688 3 -64.838 -95.175 -5.75 0.24 1687
1689 3 -65.928 -96.013 -5.25 0.4 1688
1690 3 -68.362 -99.364 -5.75 0.4 1689
1691 3 -68.668 -104.99 -5.75 0.4 1690
1692 3 -70.503 -108.156 -5.75 0.4 1691
1693 3 -70.769 -108.009 -5.75 0.4 1692
1694 3 -70.916 -115.417 -5.75 0.4 1693
1695 3 -70.862 -118.849 -5.5 0.4 1694
1696 3 -70.929 -118.649 -5.5 0.4 1695
1697 3 -72.485 -125.858 -5.5 0.4 1696
1698 3 -71.488 -129.422 -5.5 0.4 1697
1699 3 -72.259 -131.75 -6 0.4 1698
1700 3 -72.059 -131.683 -6 0.4 1699
1701 3 -72.099 -141.352 -3 0.4 1700
1702 3 -70.902 -148.761 0.25 0.4 1701
1703 3 -74.068 -152.604 -1.25 0.4 1702
1704 3 -72.352 -158.23 7.5 0.4 1703
1705 3 -52.761 -64.279 3.775 0.24 1679
1706 3 -56.578 -64.279 0.25 0.24 1705
1707 3 -59.544 -66.673 0.5 0.24 1706
1708 3 -61.872 -64.718 0.5 0.24 1707
1709 3 -64.412 -68.854 1.25 0.24 1708
1710 3 -68.216 -70.158 1.25 0.24 1709
1711 3 -68.429 -70.158 1.25 0.24 1710
1712 3 -70.969 -72.552 1.25 0.24 1711
1713 3 -72.884 -71.461 1.25 0.24 1712
1714 3 -74.999 -76.249 -2.25 0.24 1713
1715 3 -86.437 -90.174 -2.25 0.24 1714
1716 3 -85.931 -91.504 -1.25 0.4 1715
1717 3 -87.235 -94.244 -1.25 0.4 1716
1718 3 -91.93 -98.846 -1.25 0.4 1717
1719 3 -98.473 -100.628 -1.25 0.4 1718
1720 3 -103.74 -98.992 -1.25 0.4 1719
1721 3 -108.142 -105.097 6 0.4 1720
1722 3 -112.93 -111.334 6 0.4 1721
1723 3 -117.772 -115.524 6 0.4 1722
1724 3 -117.625 -119.846 6.5 0.4 1723
1725 3 -125.831 -127.254 6.5 0.4 1724
1726 3 -131.803 -131.377 12.5 0.4 1725
1727 3 -131.883 -131.165 12.5 0.4 1726
1728 3 -133.067 -136.87 13 0.4 1727
1729 3 -137.123 -138.719 13.25 0.4 1728
1730 3 -141.778 -146.061 5.75 0.4 1729
1731 3 -150.024 -154.639 5.75 0.4 1730
1732 3 -149.758 -158.682 5.25 0.4 1731
1733 3 -152.093 -160.558 5.41629 0.4 1732
1734 1 -1.476 -7.621 1 5.65 1653
1735 3 3.488 -10.739 -3.902 0.72 1734
1736 3 2.972 -11.281 -4.392 0.72 1735
1737 3 0.492 -14.431 -8 0.72 1736
1738 3 0.705 -15.947 -8 0.72 1737
1739 3 1.131 -19.87 -8 0.72 1738
1740 3 2.195 -24.658 -2.75 0.72 1739
1741 3 4.948 -28.781 -13.25 0.72 1740
1742 3 11.717 -34.447 -13.25 0.72 1741
1743 3 17.862 -38.357 -13.25 0.72 1742
1744 3 17.862 -39.009 -13.5 0.72 1743
1745 3 18.288 -43.145 -9.25 0.72 1744
1746 3 20.189 -47.055 -9.25 0.72 1745
1747 3 23.581 -50.766 -9.5 0.72 1746
1748 3 24.206 -51.631 -9.5 0.72 1747
1749 3 24.206 -51.631 -9.475 0.4 1748
1750 3 32.053 -50.327 -15.5 0.4 1749
1751 3 32.253 -50.979 -20 0.4 1750
1752 3 38.397 -49.676 -19.5 0.24 1751
1753 3 44.329 -48.585 -25.25 0.24 1752
1754 3 49.835 -53.373 -25.25 0.24 1753
1755 3 49.622 -53.373 -25.25 0.24 1754
1756 3 56.392 -57.07 -25.25 0.24 1755
1757 3 61.2902 -56.066 -25.25 0.24 1756
1758 3 32.253 -50.979 -19.975 0.56 1751
1759 3 34.793 -54.025 -12.75 0.56 1758
1760 3 38.397 -57.722 -12.5 0.56 1759
1761 3 40.086 -62.949 -12.5 0.56 1760
1762 3 42.64 -62.723 -12.5 0.56 1761
1763 3 46.656 -69.905 -5.5 0.56 1762
1764 3 46.444 -74.467 -17 0.56 1763
1765 3 50.048 -79.255 -16.75 0.56 1764
1766 3 49.622 -79.481 -16.5 0.56 1765
1767 3 58.932 -80.997 -18.75 0.56 1766
1768 3 61.685 -82.527 -18.75 0.56 1767
1769 3 64.026 -84.043 -18.5 0.56 1768
1770 3 64.226 -83.83 -18.5 0.56 1769
1771 3 68.256 -81.436 -11.75 0.56 1770
1772 3 69.732 -84.694 -6.75 0.56 1771
1773 3 73.975 -84.269 -22.75 0.56 1772
1774 3 75.238 -86.65 -22.75 0.4 1773
1775 3 78.204 -85.133 -22.5 0.4 1774
1776 3 90.906 -92.089 -23.5 0.4 1775
1777 3 92.182 -92.315 -22.75 0.4 1776
1778 3 93.871 -91.438 -22.75 0.4 1777
1779 3 94.084 -91.438 -22.5 0.4 1778
1780 3 95.999 -94.058 -31.5 0.4 1779
1781 3 100.229 -95.135 -19 0.4 1780
1782 3 100.016 -95.135 -19.25 0.4 1781
1783 3 100.867 -96.452 -19.5 0.4 1782
1784 3 101.08 -96.452 -19.5 0.4 1783
1785 3 106.586 -95.787 -20 0.4 1784
1786 3 110.116 -97.3354 -25.8429 0.4 1785
1787 3 92.182 -92.315 -22.725 0.4 1777
1788 3 99.378 -97.316 -25.5 0.4 1787
1789 3 102.344 -100.362 -14.75 0.24 1788
1790 3 106.161 -101.665 -14.75 0.24 1789
1791 3 110.39 -105.15 -10 0.24 1790
1792 3 114.207 -103.62 -25 0.24 1791
1793 3 114.207 -103.408 -25 0.24 1792
1794 3 115.045 -106.24 -10.25 0.24 1793
1795 3 116.109 -105.802 -10.25 0.24 1794
1796 3 117.386 -107.544 -10.25 0.24 1795
1797 3 120.139 -104.924 -10.25 0.24 1796
1798 3 120.338 -104.711 -10.25 0.24 1797
1799 3 123.517 -106.892 -11.5 0.24 1798
1800 3 123.517 -107.105 -11.5 0.24 1799
1801 3 125.432 -106.666 -11.5 0.24 1800
1802 3 137.495 -110.151 -4 0.24 1801
1803 3 137.495 -109.938 -4 0.24 1802
1804 3 141.439 -112.908 -8.96238 0.24 1803
1805 3 49.622 -79.481 -16.475 0.56 1766
1806 3 50.686 -83.391 -10.75 0.56 1805
1807 3 50.686 -83.178 -10.75 0.56 1806
1808 3 51.737 -91.012 -16 0.56 1807
1809 3 58.094 -101.452 -5.75 0.56 1808
1810 3 65.928 -108.408 -5.75 0.4 1809
1811 3 70.583 -114.287 -5.75 0.4 1810
1812 3 74.4 -117.984 -5.75 0.4 1811
1813 3 75.238 -120.817 -4.75 0.4 1812
1814 3 78.204 -123.637 -4.75 0.4 1813
1815 3 80.319 -129.077 -10.25 0.4 1814
1816 3 80.319 -128.864 -10.25 0.4 1815
1817 3 85.825 -132.561 -19.75 0.4 1816
1818 3 85.612 -132.561 -19.75 0.4 1817
1819 3 89.642 -143.866 -19.75 0.4 1818
1820 3 89.855 -152.352 -19.75 0.4 1819
1821 3 89.642 -158.017 -19.75 0.4 1820
1822 3 93.659 -165.186 -19.5 0.4 1821
1823 3 96.199 -171.065 -21.5 0.4 1822
1824 3 100.229 -179.55 -22.25 0.4 1823
1825 3 110.177 -193.262 -20.5 0.4 1824
1826 3 117.173 -203.264 -25.75 0.4 1825
1827 3 116.96 -203.264 -25.75 0.4 1826
1828 3 121.828 -206.31 -25.5 0.4 1827
1829 3 123.73 -206.522 -25.5 0.4 1828
1830 3 133.164 -215.467 -25.5 0.4 1829
1831 3 24.007 -51.631 -9.5 0.72 1748
1832 3 25.908 -53.812 -8 0.56 1831
1833 3 25.696 -53.812 -8 0.56 1832
1834 3 28.449 -53.147 -8 0.56 1833
1835 3 27.172 -55.767 -8 0.56 1834
1836 3 28.662 -60.116 -8 0.56 1835
1837 3 27.81 -64.252 -3.25 0.56 1836
1838 3 27.81 -64.026 -3.25 0.56 1837
1839 3 28.236 -70.118 -4.5 0.56 1838
1840 3 28.874 -75.996 -6 0.56 1839
1841 3 29.712 -76.435 -6 0.56 1840
1842 3 29.712 -76.435 -5.975 0.4 1841
1843 3 35.006 -79.481 -9.5 0.4 1842
1844 3 36.07 -82.088 -9.25 0.4 1843
1845 3 39.887 -84.921 -9.25 0.4 1844
1846 3 43.691 -91.664 -9.25 0.4 1845
1847 3 47.508 -97.316 -2 0.24 1846
1848 3 49.835 -103.62 -2 0.24 1847
1849 3 49.835 -103.408 -2 0.24 1848
1850 3 53.227 -111.241 -1 0.24 1849
1851 3 54.916 -119.075 -8.5 0.24 1850
1852 3 55.98 -124.076 -6.25 0.24 1851
1853 3 56.605 -127.56 -7.5 0.24 1852
1854 3 61.898 -136.91 -0.75 0.24 1853
1855 3 64.864 -141.911 -8.5 0.24 1854
1856 3 68.256 -151.7 -2.5 0.24 1855
1857 3 70.796 -156.927 -2.25 0.24 1856
1858 3 70.583 -156.927 -2.25 0.24 1857
1859 3 69.945 -159.534 7.5 0.24 1858
1860 3 69.945 -159.746 7.5 0.24 1859
1861 3 73.336 -162.792 -5 0.24 1860
1862 3 78.204 -174.11 -4 0.24 1861
1863 3 80.119 -176.943 -3.75 0.24 1862
1864 3 80.119 -176.717 -3.75 0.24 1863
1865 3 80.119 -177.709 -8.65067 0.24 1864
1866 3 29.712 -76.209 -6 0.56 1841
1867 3 30.989 -79.694 -6 0.4 1866
1868 3 31.202 -80.345 -6 0.4 1867
1869 3 32.053 -82.088 -3.5 0.4 1868
1870 3 32.053 -81.875 -3.5 0.4 1869
1871 3 30.351 -85.572 -4.5 0.4 1870
1872 3 30.776 -87.966 2.5 0.4 1871
1873 3 31.415 -91.664 -4.5 0.4 1872
1874 3 31.415 -91.438 -4.5 0.4 1873
1875 3 29.3 -93.406 5 0.4 1874
1876 3 28.874 -99.71 1.75 0.4 1875
1877 3 26.746 -102.317 1.75 0.4 1876
1878 3 26.746 -102.104 1.75 0.4 1877
1879 3 27.385 -108.634 1.5 0.4 1878
1880 3 27.81 -113.196 1.5 0.4 1879
1881 3 29.3 -116.029 1.25 0.4 1880
1882 3 28.662 -125.818 0.5 0.4 1881
1883 3 27.385 -128.638 0.5 0.4 1882
1884 3 28.449 -131.909 0.5 0.4 1883
1885 3 25.696 -135.82 0.5 0.4 1884
1886 3 25.057 -139.091 1 0.4 1885
1887 3 26.334 -143.002 1.25 0.4 1886
1888 3 26.334 -143.214 1.25 0.4 1887
1889 3 24.632 -146.699 1.5 0.4 1888
1890 3 24.007 -154.094 1.25 0.4 1889
1891 3 24.007 -162.792 1.5 0.4 1890
1892 3 24.419 -172.155 11.75 0.4 1891
1893 3 26.547 -180.641 11 0.4 1892
1894 3 26.334 -180.641 11 0.4 1893
1895 3 27.81 -191.081 10.75 0.4 1894
1896 3 29.712 -196.734 10.75 0.4 1895
1897 3 29.3 -203.477 10.75 0.4 1896
1898 3 31.84 -206.522 10.75 0.4 1897
1899 3 31.84 -206.31 10.75 0.4 1898
1900 3 31.2124 -212.092 12.2255 0.4 1899
1901 3 17.862 -39.009 -13.475 0.56 1744
1902 3 22.517 -43.145 -10.25 0.56 1901
1903 3 27.81 -44.675 -10.25 0.56 1902
1904 3 33.742 -46.843 -24 0.4 1903
1905 3 37.759 -46.191 -24 0.4 1904
1906 3 39.674 -46.63 -24.5 0.4 1905
1907 3 37.546 -50.766 -27.5 0.4 1906
1908 3 42.839 -52.07 -27.5 0.4 1907
1909 3 48.771 -57.283 -29 0.4 1908
1910 3 55.129 -58.813 -29 0.4 1909
1911 3 54.916 -58.813 -28.75 0.4 1910
1912 3 57.789 -61.526 -25 0.56 1911
1913 3 62.71 -62.204 -4.5 0.56 1912
1914 3 65.436 -61.818 -26.75 0.56 1913
1915 3 65.489 -62.031 -19.5 0.56 1914
1916 3 69.399 -67.843 -30.5 0.56 1915
1917 3 78.098 -69.918 -30 0.56 1916
1918 3 78.35 -70.078 -29.25 0.56 1917
1919 3 78.35 -70.078 -29.225 0.4 1918
1920 3 80.146 -75.065 -19.75 0.4 1919
1921 3 86.277 -77.26 -19.75 0.4 1920
1922 3 86.237 -77.047 -19.75 0.4 1921
1923 3 89.31 -80.146 -43.5 0.4 1922
1924 3 94.39 -83.471 -47.25 0.4 1923
1925 3 94.35 -83.258 -47.25 0.4 1924
1926 3 101.213 -87.74 -26.5 0.4 1925
1927 3 101 -87.793 -26.5 0.4 1926
1928 3 106.546 -91.238 -59.25 0.4 1927
1929 3 117.399 -97.05 -44.25 0.4 1928
1930 3 125.791 -101.639 -53 0.4 1929
1931 3 126.004 -101.599 -53 0.4 1930
1932 3 131.537 -103.035 -38.25 0.4 1931
1933 3 133.186 -105.562 -65 0.4 1932
1934 3 138.16 -106.453 -74.5 0.4 1933
1935 3 144.132 -111.813 -77.5 0.4 1934
1936 3 153.229 -120.471 -78 0.4 1935
1937 3 161.688 -127.281 -78.25 0.4 1936
1938 3 169.854 -133.705 -77.75 0.4 1937
1939 3 169.642 -133.745 -77.75 0.4 1938
1940 3 177.635 -138.426 -83 0.4 1939
1941 3 187.051 -143.68 -89.25 0.4 1940
1942 3 194.657 -144.648 -103.293 0.4 1941
1943 3 78.151 -70.131 -29.25 0.56 1918
1944 3 77.526 -73.163 -34 0.4 1943
1945 3 80.665 -78.483 -34 0.4 1944
1946 3 85.253 -80.571 -41 0.4 1945
1947 3 86.41 -84.774 -41 0.4 1946
1948 3 86.157 -84.601 -41 0.4 1947
1949 3 90.161 -85.054 -41 0.4 1948
1950 3 91.544 -88.312 -44.5 0.4 1949
1951 3 95.627 -87.168 -44.5 0.4 1950
1952 3 98.965 -87.541 -58.75 0.4 1951
1953 3 98.753 -87.581 -58.75 0.4 1952
1954 3 98.5 -90.32 -60.25 0.4 1953
1955 3 98.247 -90.147 -60.25 0.4 1954
1956 3 102.25 -90.6 -60.25 0.4 1955
1957 3 108.422 -90.999 -66.5 0.4 1956
1958 3 114.34 -93.246 -71 0.4 1957
1959 3 119.926 -94.896 -76.25 0.4 1958
1960 3 130.167 -99.963 -78.25 0.24 1959
1961 3 139.012 -105.562 -79.25 0.24 1960
1962 3 147.218 -109.299 -94.25 0.24 1961
1963 3 154.28 -111.733 -97 0.24 1962
1964 3 155.544 -115.457 -99.25 0.24 1963
1965 3 155.344 -115.511 -99.25 0.24 1964
1966 3 161.249 -115.75 -105 0.24 1965
1967 3 163.417 -120.604 -105.5 0.24 1966
1968 3 166.995 -122.041 -104 0.24 1967
1969 3 166.955 -121.828 -104 0.24 1968
1970 3 169.256 -125.326 -103.5 0.24 1969
1971 3 177.648 -128.348 -109.938 0.24 1970
1972 3 65.489 -62.031 -19.475 0.4 1915
1973 3 72.857 -63.547 -18 0.4 1972
1974 3 75.89 -57.735 -18 0.4 1973
1975 3 75.85 -57.523 -18 0.4 1974
1976 3 80.039 -58.826 -18.25 0.4 1975
1977 3 80.252 -58.773 -18.25 0.4 1976
1978 3 81.941 -53.719 -18.5 0.4 1977
1979 3 81.888 -53.506 -18.5 0.4 1978
1980 3 87.354 -55.621 -57 0.4 1979
1981 3 89.842 -52.176 -62 0.4 1980
1982 3 89.788 -51.963 -62.5 0.4 1981
1983 3 89.589 -52.003 -62.5 0.4 1982
1984 3 90.161 -51.657 -56 0.4 1983
1985 3 90.161 -51.657 -55.975 0.4 1984
1986 3 92.169 -53.878 -9.75 0.4 1985
1987 3 92.129 -53.666 -9.75 0.4 1986
1988 3 96.478 -51.804 -10 0.4 1987
1989 3 102.33 -49.822 -10.25 0.4 1988
1990 3 105.349 -47.814 -10.75 0.4 1989
1991 3 110.084 -50.54 -11 0.4 1990
1992 3 112.495 -46.2177 -25.16 0.4 1991
1993 1 -1.476 -10.002 1 5.01 1734
1994 1 -1.689 -11.744 1 4.69 1993
1995 1 -1.064 -13.712 1 3.58 1994
1996 1 -1.064 -14.79 1 2.63 1995
1997 1 -0.638 -15.88 1 1.83 1996
1998 1 -0.638 -16.532 1 1.83 1997

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