CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

id ddss2008-43
authors Katoshevski, Rachel; Theo Arentze and Harry Timmermans
year 2008
title Simulating Urban Dynamics Using a Combination of CellularAutomata and Activity-Based Models
source H.J.P. Timmermans, B. de Vries (eds.) 2008, Design & Decision Support Systems in Architecture and Urban Planning, ISBN 978-90-6814-173-3, University of Technology Eindhoven, published on CD
summary Cellular automata models of urban change have been criticised for their lack of behavioural theory and representation in simulating urban change. It has led to a plea for developing multi-agent models. As a first step into this direction, this paper discusses the formulation of a combination of a cellular automata representation for an initial configuration of land use. This is linked to an activity-based model of travel demand, which generates varying demand for facilities across space. Agents, representing facility providers respond to this demand in locating and resizing their facilities. The interplay between these components then results in urban dynamics. The model is illustrated using a hypothetical example of urban forms.
keywords Cellular automata, Activity-Based Modelling, Urban dynamics
series DDSS
full text file.pdf (204,239 bytes)
references Cumincad : CUMINCAD References : TOC for Robots

CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

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ecaade2013r_014j8, 74d3, da2c, 1e94, 9213, ecaade2014_145h33, e544, 0f1d, caadria2017_189e45, caadria2017_040l12, 2d3a, caadria2017_017m7, 231c, 7599, ddc4, 965f, 3005, f6ab, 1e36, 8526, bbc1, fff8, ecaade2015_241h55, 803b, f9d5, 5762, a4f7, e636, 694f, 565c, 9265, sigradi2014_197c7, 0372, c503, da34, 3444, b0c2, 51fd, ecaade2016_095g26, 7709, fe2d, acadia16_88m6, a7f8, 46ad, 6509, acadia15_333u13, 1e17, dd61, caadria2015_164b25, a061, c1ab, ecaade2015_269o59, ijac201513102y1, 1af3, ijac201513102l2, 2ad7, caadria2017_072w22, 864e, d980, e845, ecaade2013r_019h10, fe40, 64e5, acadia16_44o3, e22f, 9ce9, 748b, 1b76, 585c, 64fa, 1343, b4eb, 8ba6, 0fc6, f9c8, c834, 1041, f54e, 740e, 7830, 879d, 253d, 88b7, ecaade2015_77b15, 62e8, 5ed7, ff15, 9299, 2a47, 5223, fa52, c6ff, 7864, b91d, 6eb1, 06fc, 8fb6, caadria2016_851a36, 6837, 3c54, ec2b, 6757, f1e0, 6263, sigradi2013_41l, acadia14projects_101v, 84dc, be04, da38, c128, 8a3c, 24f0, sigradi2015_10.267l20, 2fa0, ecaade2016_118y31, 44ea, e1ab, 9784, 66a0, b25c, c213, 845d, 67f5, e1d2, sigradi2014_045h4, 8de8, caadria2017_015w5, c724, 8855, d60e, 32d6, 32ac, 1993, 1b9b, 8df0, sigradi2015_10.307o21, 03cb, dabf, 2387, 61a7, 1f42, e514, ad9f, 11c2, 1b91, f83e, f756, 7e74, ecaade2015_215i47, 276f, b31f, acadia16_164x11, 655f, 2111, 6635, f35a, c460, caadria2017_086f25, ijac201513104f3, d3ce, 91b1, c104, 7c12, 103d, dcf6, 1f37, 51aa, d1ae, 9da4, c0f2, 1fda, 2e6b, 640a, 3c03, dbbf, f880, 187f, 70ef, 5b1c, 5984, 60fc, 6356, b1e0, caadria2016_085e4, 91ab, 841d, 58db, acadia16_224l14, c625, caadria2016_797k33, ecaade2015_73g14, 8452, caadria2017_096w26, ecaade2014_173m43, 38df, f2b7, 714f, ac2a, fd11, 9c88, 5bd8, 3e44, 9d0a, 845c, d427, sigradi2014_132s1, a3bd, ec7b, 064e, db6c, 7a9d, 0606, f134, 05c6, f6a5, 2c7b, ff4d, 7d2b, 4e32, 9808, c738, ascaad2016_023f10, ascaad2016_057o22, f5bf, fe38, 7673, 3129, 52cb, 18f9, d9a3, d6bc, c277, a220, bd2f, 14da, c72f, 8fd5, ea93, d44f, 72c9, b277, 5f61, ascaad2014_004e2, 8a68, 2120, 568f, 8682, 5d54, 813a, d80a, 1a01, a4b5, 9738, 2771, 68ba, cce6, 3223, bc83, d277, 312a, acadia16_62f4, 13f0, ecaade2014_052y12, 0213, ecaade2015_143u30, 70ae, 7b0d, c845, ascaad2016_005b3, 9898, 4a00, bec0, b9fb, 29dd, de6b, ascaad2014_033y9, 5303, 596e, ijac201412403z6, 46fb, f89a, 1103, ascaad2014_015v8, 65ea, ecaade2014_156g38, 5d15, 40a8, aca6, caadria2017_029r10, ijac201614207r11, ijac201412401p3, c65c, 474d, 72b9, 780e, c536, ce29, 29c0, 3bdf, 02fd, 61a6, d8cb, 632d, a5d0, 03f1, ecaade2016_007n2, 44c2, ecaade2015_301t65, caadria2017_190k45, e71d, sigradi2015_9.152d17, acadia14projects_463v, 277b, 27d6, 65fb, 800e, ba9a, 8217, 01b7, sigradi2014_057t5, c6ad, 9e57, b085, e968, 51b4, 7a8f, 620f, d7a3, 8999, d434, 048b, f9f7, 79a2, db3f, 02af, fe7b, efef, 0667, ccac, 1430, 650f, 3187, ecaade2015_248s56, cd82, acdb, a744, 676c, 731f, 7d06, 974f, 1cd7, 57fe, 25b4, e105, acadia14_435ax, 9dc2, 2905, ebbc, 5ba0, cc1f, 7d30, ea66, 3e11, 12a6, aacb, da6c, 1fdd, 479c, sigradi2014_114o9, fe79, 188a, b4f4, 868c, eeca, 8d08, ff50, 5c3d, b1e7, 486d, e812, caadria2016_683v29, 10dc, f050, c531, e299, 917e, 3d88, da69, e62c, 9c04, 1968, 7586, 61cb, 6dc9, b5a0, 4540, acadia16_224b15, 3604, 6c47, 192e, 429c, 85dc, 992f, 6217, 2e94, 7d33, 3170, f051, b689, 9e3f, a21c, ff5d, 117e, acadia14_153i, 41b4, acadia15_95e3, sigradi2014_152u3, ascaad2014_025k6, 5edd, ba48, 967a, 6ba9, sigradi2013_263o, 84ef, 157b, e181, 1ab6, b01d, 5f43, 62d3, e5c6, sigradi2013_30e, sigradi2013_41p, 42e7, 8373, 8f63, ca5b, caadria2015_203r29, eaf3, 5203, ijac201614407n4, 3fb6, acadia16_34e3, dfc2, 2484, a44b, d45c, db17, 6d8a, acadia16_196c13, be7e, acadia14_399ah, 5e2c, 99a6, ee78, 0a45, 7ffe, 9a2f, 8ad3, caadria2016_395z16, 8f73, e7ac, fb1a, 5806, 2362, b5f2, 68e3, 26c4, acadia14projects_43aa, 7235, 6f8a, acadia14projects_555l, e38d, 9021, ecaade2015_139y29, e01f, 90b5, a5c5, 0555, 8a35, d94c, dcbe, acadia14projects_445ag, 6a88, f48d, ea8d, ecaade2015_265p58, 2b41, b6bc, caadria2016_291x12, sigradi2014_145b3, be53, 7a49, 98ad, de4d, 35b3, c6d7, 2c4a, 448f, b6d0, ecaade2015_170v35, dd5c, 2552, acadia14_101z, 5b0c, 936c, 2613, eafb, eebd, 690000, 99cc, ijac201614302t1, acadia14projects_63ab, c046, 2d39, 7f67, e749, eee5, dd3c, b5b7, 5583, 4300, e7a3, 8b99, ecaade2016_063t15, ecaade2015_138b27, cdf1, bf6f, e44d, 3cfb, ascaad2014_019g2, acadia16_394g24, 3afa, 85c6, e545, dd78, b4a9, c103, 85e6, 2da4, fb56, d42e, ecaade2016_071v18, 3a59, acadia14_125ae, sigradi2013_138s, sigradi2015_8.264j14, baf8, caadria2015_105i16, 9bee, 47b8, bccb, 6766, 163b, 46a2, caadria2017_147v38, acadia14projects_479aw, bd45, 87f7, 5e34, 9a9c, caadria2016_839p35, 6ce6, a5a1, sigradi2013_294u, 2e2c, c090, 76c2, 97e5, b40b, 18fd, ecaade2016_104u28, 6036, 184f, eb59, 2c4d, 966b, 8e63, a9f4, 2229, 5c10, 1341, e023, 83fb, ijac201412305o2, ecaade2015_278p60, ecaade2016_040p10, 05bd, fa94, e7e3, 5c42, ecaade2015_237f54, ed81, 35d0, 2fa2, 83a4, sigradi2013_41c, 6792, 3d02, acadia14_699i, d2a7, 0918, d3dc, 594c, 81f5, c1b0, acadia14projects_655ac, 936f, e19d, a0e7, 5221, 6ea5, 772e, ecaade2015_317e69, 4dff, caadria2016_271y11, ijac201513305e12, 2334, 99fc, c12d, caadria2016_683g29, b056, 96de, da8a, acadia14_435d, d03e, ijac201614207l11, 4ab8, caadria2017_094r25, 29e4, f376, acadia16_344c21, 20d2, a882, 4ae7, c4e3, 9573, d2c9, fa98, 902f, 8237, 24d9, sigradi2015_12.297e28, a96f, ac1d, 9323, a94c, a057, de44, 07b9, sigradi2015_11.136o24, dced, fe78, 646b, a4de, b249, c1c0, 3727, 65c5, 2dec, caadria2017_086i25, acadia16_308f19, 7a53, 0519, 031e, d1f0, d2e1, e68b, c11c, ijac201513303s10, 0f9c, 61dd, 14f4, 499b, e6a1, 709c, 907b, acadia16_260r16, acadia14_153am, 8402, 07cd, ecaade2015_33c6, ad49, acadia14_409o, 333e, ascaad2016_046l19, bd52, a58a, 1816, b827, 31e2, c491, ecaade2016_243x64, 27c5, aef8, 2608, caadria2015_090f15, acadia14projects_131ap, cf5c, 60ec, 2e4f, de45, e25e, bfda, c4c6, caadria2016_125r5, ijac201614202y7, 603e, fc35, 2001, 8f87, 3cbf, 3a60, 80fc, ced0, 9465, ascaad2016_041j16, ijac201412407c1, ea3c, 8277, 2dff, 323e, ecaade2013r_004s3, 504f, caadria2016_507n21, 103c, bdd1, 4e58, e1ec, 4511, caadria2016_033x2, f375, 8600, 1bfa, 3f19, 587b, ecaade2014_085i20, ecaade2016_099i27, 24fc, ebb2, ascaad2014_024p5, d4d9, ecaade2015_83f16, add3, 19ad, 06b7, e89c, 5c7d, 6458, ijac201513303a11, a948, 2477, 49c7, aac3, ec7d, 88d0, ee8f, 03c4, 5b88, 43f3, b2a1, b6c7, ecaade2015_196m42, acadia15_323g13, ijac201614207f11, b4dd, 0652, acadia14projects_53j, 61e6, 6421, caadria2017_132u35, acadia14_101n, acadia16_344a21, ee5d, 6992, 42a0, e6e7, 848c, 6342, ba24, ecaade2016_071c19, cd03, caadria2017_122p31, 37ae, 2e86, b125, ada2, 3fa6, 8e34, 2483, 3330, 9e32, 314e, 06c5, ac47, bf28, ecaade2016_083b24, 35b7, sigradi2014_021t1, ecaade2015_53x8, eda5, d038, 7edc, 7697, 6fcf, sigradi2015_8.264k14, 0fc7, 7941, f87c, 48b9, 3cba, bc3b, e247, fed0, bb2b, 0baf, ce22, b6a9, b998, d8d1, ecaade2016_018w4, d0ae, f2b5, 8c5f, 7bc1, c7aa, caadria2017_031j11, d79e, ijac201412304k1, ijac201412406j9, 6922, 47cc, eb43, 4976, ecaade2015_221w48, d07f, 36c9, sigradi2013_95p, ac69, a5e7, c177, caadria2016_425b18, ca30, sigradi2015_sp_11.278m31, ce2c, ijac201513105k4, fefc, 29b1, sigradi2015_11.8t23, caadria2017_005t3, 080f, acadia16_140e10, 2d46, d194, ecaade2015_148o31, sigradi2013_303k, 96d0, 863e, e5d8, sigradi2015_4.219s6, 3e83, caadria2015_213y32, 2676, bd81, acadia14_135m, 0280, 0739, ecaade2015_64g13, 34d0, caadria2015_213t32, 1eaa, acadia15_431t18, caadria2016_797n33, sigradi2015_11.166f26, c58a, d11b, 0b57, 1bdc, caadria2017_041m13, ijac201513206a9, 03b3, b80a, b0cd, 1cee, acadia15_451a20, 9a0f, 9962, 8b4d, 9bc7, 7abf, ascaad2016_018r7, acadia14projects_473an, 48d4, d290, d51f, sigradi2013_280k, 40b7, ijac201614305b3, caadria2017_101n27, ascaad2016_023o9, caadria2016_115m5, 4181, sigradi2015_2.162s1, 149e, ab79, 8807, a7fb, 9194, 73a9, caadria2016_291n12, acadia14_655x, b1fa, 2a69, fce9, ecaade2014_139g31, caadria2015_124t19, bbbc, e380, 2bab, 8d98, 5f08, e21f, 1380, 74f0, af2c, 49cf, ecaade2015_139c30, ecaade2015_171p36, 530a, 9da9, 5412, 71c3, 20ac, de27, ecaade2014_226c59, sigradi2013_267c, 76eb, 08f4, 24c2, ecaade2016_223r58, 2196, 09fe, f12b, 2cad, ijac201412306e3, 13a4, ecaade2014_218n55, 48c0, 7c6a, sigradi2015_12.297m28, dd92, c1b9, 8b3e, caadria2017_056b19, c8fe, 29bc, e5b1, c1c9, d364, caadria2015_176s26, eda0, ecaade2016_127y34, 4f2c, da7d, acadia15_161h6, 5bd4, 7585, bfc9, dc61, 46d5, ecaade2016_238r63, 593c, ce38, 03f0, 4341, 9429, 75f2, c373, 0271, fcf6, b8d1, 0aaf, e332, c058, ecaade2013r_004z3, 7609, ecaade2016_223k58, 5810, acadia14_627b, 35f6, 8a21, 6885, 13aa, 2b96, c30d, caadria2016_023n2, 328d, caadria2017_057w19, ijac201614402x1, 2a48, 7c4c, 3c4d, 025c, b42a, ef0e, ecaade2015_205c45, f52d, ffdb, 4b1b, d39f, 9ba1, 15df, b24a, 5b11, caadria2016_851k36, d285, 23ff, 9819, caadria2017_003p1, 5dab, cfad, 4048, e591, ca97, acadia16_260g16, bbd0, ijac201614208b13, f0a0, e022, b956, sigradi2013_248f, 1cb3, 5f87, 88b5, 83df, 2522, f1ec, 69bb, f9c7, ascaad2014_033w9, a682, 1923, e5b4, 6d54, a745, f957, 05d0, 07ac, a72b, 1b79, 60a7, caadria2017_005e3, caadria2016_187a9, sigradi2015_11.165x25, 7ead, 8cd8, 16c0, 540e, 4cb0, 6ca0, d847, 7374, ec96, 2373, a376, 1840, b10f, 2b69, 1441, 3bc4, ce26, 5a7a, c47a, 6001, cddc, caadria2015_108v16, ecaade2014_105x23, 1f54, ac89, 5d97, ijac201614401b1, a115, 8729, 7902, 7e67, b81b, ecaade2016_139d39, b243, 4f05, 1428, dbf2, 165d, 2320, 0596, 4455, b212, 3d33, ecaade2014_201i52, af90, abd3, 0fc8, a2f0, 40be, 68ce, 4b7a, 55ea, d793, acadia15_311g12, 2060, 56dd, caadria2016_013s1, 9ce2, 3ed9, 97c4, 9eb1, sigradi2015_8.47i11, 8b66, 704e, a78d, ijac201614208e14, 39d7, 1ed2, a215, f3fb, dabd, 450c, acadia15_223f9, db0c, ecaade2015_240u54, 1a79, ascaad2014_013t6, 6979, 9ac9, e4d9, 6464, d0e8, ce3c, a35c, c2ee, ijac201614403j2, e141, b906, 6ceb, b0dd, acadia14projects_699f, f62e, 5574, 4b98, sigradi2013_117v, 1bfc, 3770, 5cc6, 2d5d, a2e4, 8371, 5aed, e244, ae0a, e3af, a71d, 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1bf3, 5f83, 96ca, cfb5, e98e, 0b7b, 591e, 62f8, b1cc, c9fc, 9029, bb45, 8c0e, d4d4, ascaad2016_003x1, 9b8f, 3085, 2e11, 6ef9, ecaade2014_018p4, caadria2017_163m40, ecaade2016_078a23, ijac201614402n1, caadria2017_086h25, 100a, 0b72, fbaf, 5da7, b98c, 0ab7, eeeb, ecaade2015_243u55, 00bd, 7a38, 7294, 3c9b, b8ad, 7d55, 91e4, 5420, ascaad2014_014b8, dca8, ecaade2015_269m59, a826, caa0, caadria2017_023k9, 7773, 4b5a, e37a, caadria2015_156k24, 4f7c, 63d2, 09dc, 4f87, ea03, 285a, ecaade2014_153n37, 1f09, 5b93, 1312, 096b, f633, d692, 2f33, ijac201614101d1, sigradi2014_339z7, 24ea, 0d8e, fe70, fcc0, 452f, 15a1, 87a5, da5a, acadia14_709ar, f8b5, 2c65, caadria2016_135v5, 1864, 15e9, dee9, b54d, 5d62, 9bae, 3f74, d363, ecaade2015_25f5, 077b, 9ee5, a2c5, 2479, 7f4e, 252c, 97c7, sigradi2015_9.347t17, e5fb, 1fe9, e213, 984f, db4e, 1a23, e342, 5d70, 5f1e, 445b, f159, b001, 7a05, 8fe2, 6537, ecaade2016_078w22, 08b5, 1d55, caadria2015_170s25, 0861, 6aa4, 4826, 564c, 55bf, b005, c09e, ijac201614102y1, 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caadria2016_601f25, 71f5, 7d5a, fd08, c604, d476, 0151, d891, acadia16_460a27, d7b9, 3260, eae8, 088d, f8d2, 6c39, 7430, 43cf, caadria2016_861x36, bfa1, f2fa, 2a6f, acadia14_579l, sigradi2013_303i, c154, 7490, 7f6b, sigradi2015_6.42w7, sigradi2013_343d, baaf, caadria2016_703h30, acadia16_352x21, 3a04, 4b15, cc5f, 1956, 329a, 3d6c, acadia14_153av, b2f3, c872, 9b94, ecaade2016_230v61, 30b6, fa57, d196, 5c3f, 06ae, d4f7, sigradi2014_201h7, 4e04, c797, 2b83, 20f5, 0b44, ecaade2015_144c31, 5ecd, a766, bbb8, 2906, b0d4, 0832, 3886, 7741, b4a2, 98a2, sigradi2015_13.181r28, 644e, 4e59, fbe8, dcf8, faa0, caadria2016_219j10, 131c, b22b, e861, ebdb, 8de1, 9682, 10b5, e538, db78, 06bc, caadria2017_051f17, 83fc, 9856, caadria2016_871l37, e32d, 312d, 43c0, bd8c, a22e, 55ef, fd0b, ascaad2016_022c9, 9550, 42eb, 3fc9, caadria2017_069x21, 31af, 5bfd, bf53, 7f2f, 7e4d, db54, 71fb, ijac201513303v10, 06d6, 4019, 704c, 7e05, 0cc6, b5c6, caadria2015_122r19, ecaade2015_61c12, c5ae, 32a5, 02ce, f887, 47fa, 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acadia16_270v16, a24c, dd65, 7a36, sigradi2014_197x6, edcf, 757d, c03c, 5a67, 3dfc, d0b1, 2157, 818b, 7f39, 5b7b, acadia16_372j23, 8169, 89a7, acadia16_88h6, 4bfb, 41ea, 5636, 51e4, bbd5, 2533, 489c, 61d6, 88e5, 6da5, 8d67, 0d86, caadria2016_187f9, fd59, 7dc4, 749b, cb4d, acadia14_661b, 1361, d2ae, 1b18, 24a1, 711f, 2165, b75e, 2d78, c88a, ascaad2014_026s6, 0ef6, 65c6, 13c3, caadria2017_145n38, 086e, 59d7, 89bf, a4cd, 0ede, 970a, a147, 135d, cae3, 3e52, ascaad2014_021x3, 2204, c5f9, df13, 39a8, caadria2016_045c3, d5ba, da39, acadia14_609ae, ecaade2016_110i30, bddd, 0afa, 551d, 8e4d, caadria2015_213i33, 35c2, 61ca, 42e9, 8d92, 8af3, 8824, 9aca, caadria2016_301l13, 5444, 678e, 54e1, sigradi2014_347r10, 4b2c, 51bc, ecaade2016_213o54, b479, 6651, a640, 66bd, 55a6, 95f4, ijac201513203f7, a70c, 8127, e4dc, e9e9, 1d69, dc91, 95f0, 741c, 49d8, ascaad2016_038m14, 3c1d, df5d, 88d8, b6a7, caadria2016_703j30, 6700, 1c81, acadia14_671x, 847f, 6043, ecaade2016_013n3, 8396, 960b, a10e, a345, 990c, 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sigradi2013_100i, eb20, 1508, fa1c, acadia16_352w21, acadia14projects_445aj, 04c7, b2a2, caadria2017_124h33, efc2, 9ba2, fc88, ecaade2015_205b45, 484c, 59f0, b0f5, a6b3, 3366, acadia14_691aw, 5c6d, 7c3d, 8443, caadria2015_172d26, 4a90, 24a9, 5c5e, 5c6c, ea45, 68e9, 5dcb, 548b, fd18, d655, ijac201614204d10, 88d5, cf75, ijac201513202h6, ijac201412304f1, b8eb, 5951, 5a0f, 71a3, dc54, ecaade2015_325b71, d259, b6bf, 86f9, d709, 472c, a6c6, c29f, acadia15_323x12, 38d3, 269a, 9ff2, 8d4d, ijac201614308a6, ecaade2016_163v45, ascaad2016_054y21, 8ecb, aca4, d7b3, ecaade2015_138v28, e5d5, c5a4, 00e7, 8155, 0f9b, c08a, cbd2, 6eb8, 54f4, ce0c, ecaade2015_53m9, cd30, 037c, 6f61, 90cd, acadia14projects_33an, a873, c960, 3c22, 6124, ecaade2015_53p8, acadia14projects_81l, b72a, 0261, 69dd, 38cc, 9123, 08ec, dae7, 850c, e069, 1c77, 20f9, a210, 0a72, 76b7, 1d8b, acadia15_137g5, 18ab, caadria2016_373f16, b9b4, 4557, a959, 4681, 53cb, ecaade2013r_009f6, acadia14projects_655ah, dbd7, 8779, f48b, acadia15_203j8, f321, 385e, aff5, c645, 3b97, 72d9, ijac201412404p7, 1cf8, ascaad2014_008m4, 3e22, 1660, sigradi2015_10.377u22, 2ca5, 116a, ijac201513201n5, 79eb, abe7, ecaade2016_ws-dheritaget67, 8e37, 4f12, ecaade2016_217h56, f827, 65fc, 1f0a, ecaade2015_268b59, fb68, ecaade2016_074k21, sigradi2013_95r, ecaade2015_209u46, 85ef, ecaade2016_tkoc67, ijac201412204u2, 67a8, bd07, 2d14, 61fe, 5e53, 6ce4, ecaade2015_180p38, 60dc, 3aa7, 1146, d7f2, ecaade2015_138a27, 74b5, a786, f760, 7ece, aca8, 9fce, acadia14projects_63ak, 6a66, 920f, ed7c, sigradi2015_10.307c21, 8828, bdf6, 06d0, 09a8, ac7e, caadria2015_178v26, 19af, be9a, 11d4, 3b1c, 3871, 43be, b395, f9f5, 4ea7, 167e, acadia14projects_135k, ecaade2016_070o18, 9b75, de66, ijac201513302h10, sigradi2013_294v, 2571, caadria2016_281k12, e8c2, d397, d245, acadia15_123s4, caadria2017_047f15, acadia14_153aw, a8a4, a749, 4c84, d5de, ecaade2015_333a72, sigradi2015_8.264s14, 68e5, 716a, 23a3, 5d34, e8d3, b3d5, 0cda, 0a2a, 22bd, sigradi2014_048s4, 1fb9, ecaade2014_177s44, 6e22, cb9d, bb05, ecaade2015_139z29, 247a, ijac201412407f1, a56f, 5503, e8eb, ef9f, 9184, e7a7, 2c0c, 712c, 26b3, c942, 8c5c, 8012, bb9b, 4162, e5e5, c767, b2ba, 4c5f, d19d, 4cb1, fa97, fa47, dcb7, 27d9, ab19, a085, 42b5, 7a50, af47, 3876, 09b9, ijac201614301e1, cf5b, f527, 37c5, 6b4f, d97e, e887, a02b, 1a8c, f3ee, 4cf1, 7f33, efe6, e0f4, 4a23, f9a3, 5884, 8a74, 8d37, 85e7, 4444, f265, ascaad2014_006u3, ascaad2016_007x3, 669c, acadia14projects_609ar, 16a7, cebb, c7cb, 05cb, 0075, 4691, a109, caadria2015_070z8, 3978, 4452, 979f, d05a, d97d, 5697, 9643, 7c83, e3c5, ijac201513206w8, 849b, 06a5, sigradi2015_10.381h23, cb10, ijac201412403f6, b128, 0fa2, 5b1e, 918b, 2bd7, 6e41, 55b7, ede0, d2f4, 9fc2, 464a, d5df, c5d3, e7cd, 54ba, 71b6, ecaade2016_203i53, cb8d, ae11, ascaad2016_012p5, c4f5, 4fca, 3967, 7489, a576, 3f72, d6c3, 8945, 10f2, cc1c, 01fd, 471b, 640f, 5875, 80c9, 18f6, 3e67, 1125, 8062, f27e, 6649, b6ef, 8211, 47d9, sigradi2015_11.71f24, 983f, 8ed2, ijac201412402z4, acadia16_402s24, 7654, c4e0, acadia15_274m11, 49dc, sigradi2013_189p, 67cc, caadria2017_041w12, 81c4, 2687, 2c9c, 2460, eb93, 078b, c8d1, 4791, ea17, 2ccb, 2cd0, ace2, b28e, c8f0, de0e, f9fa, 2409, 84eb, 77f4, 9074, 2f43, 62c1, 7783, e4cd, acadia16_254e16, cf7f, sigradi2013_155e, 250e, c247, 55d5, 7c53, a8f4, ascaad2014_015y8, 09a2, ecaade2014_224x57, acadia16_432m25, 5dda, 5f0c, 7877, 9921, caadria2017_023z8, d984, 0219, ijac201513105m4, 30a7, a16a, 536f, 615b, 0f6d, 6696, cfc6, 4031, sigradi2014_345b9, 2f1e, f234, c820, 6382, 2b79, a6e9, 6c4e, 1e33, 41fb, f98e, caadria2016_797x33, 14d6, afe3, de71, ba7e, 2658, a611, 1fa1, 9340, f389, 9dfa, 04f6, 9fdf, 1dd5, 762f, 8adf, 8835, acadia15_137k5, ecaade2016_129z35, b977, 213d, caadria2017_115m30, 0ad6, 9da5, 86f7, 7d29, ed63, 238b, 9fae, sigradi2014_291n4, 764a, caadria2015_012i2, caadria2015_213j33, 99b7, ecaade2015_301z65, f4ca, 1b67, fe64, ecaade2015_334u72, 6190, 9e7e, d9b0, ab11, 3327, ecaade2015_127t24, cd04, 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sigradi2014_186i6, 505f, ecaade2016_193o51, f052, ijac201513203p7, de38, acadia15_297f12, 3a57, c4cf, ce36, 556f, acadia14_117d, 5a52, 50c8, fa16, 3118, 54bf, 533e, e23b, e85a, caadria2015_237n35, 03a5, 8061, 0924, 8593, 9ec1, 4425, ecaade2014_100f23, ecaade2014_168p41, 0019, cab4, 27cf, ijac201614204o9, 4a7d, 11ff, caadria2017_054h18, 908b, caadria2016_321g14, 4f70, ecaade2014_202l52, 370f, 6b12, dbbe, da03, c8cc, 28d4, 7f84, 7216, acadia16_34a3, ecaade2016_043a12, d18b, 4983, 816e, c41c, caadria2015_108z16, 2dd0, ecaade2015_202c44, acadia14projects_365ao, acadia16_130t9, 6ad6, acadia15_323h13, 2865, 5bbb, 9b88, 9012, e642, sigradi2013_215b, cb38, 69cc, e3b3, 8ee5, 8a37, 85f6, ecaade2013r_002w1, a089, acadia16_72a5, 4000, bd0d, 8d6d, e574, bbd8, 9e5d, 0e60, cecc, acadia14_627ap, c02b, caadria2017_107r28, fc22, b7b5, 9f0a, 1a9b, ec4c, 25d9, 4413, ecaade2016_091j25, sigradi2013_41h, 3599, 380d, 7ba0, 9551, c496, 65d4, 57dc, 885f, acadia16_12i2, sigradi2015_3.209b4, 4fe8, d668, ad77, b40d, 4b58, 12fd, f2b6, ea39, bf3a, 74fe, efaa, 6387, b2ad, ef22, d0b8, b69b, 3cae, 7113, 6e3c, b809, 4712, a61f, 427e, b60f, 871c, 8af5, e9e5, 1cc7, b1c9, sigradi2014_048d5, 3ded, 2bd9, d08b, 11a5, 8260, d514, acadia15_232z9, acadia14projects_479s, 8b0e, a709, 7a3a, ceed, 627c, ecaade2016_129x35, 1c75, ecaade2016_102l28, c26c, 0d63, 3bab, 9467, ijac201614105h5, ecaade2015_227y50, 030d, ecaade2015_113n21, 7d73, fb1e, 752a, f57b, dc2b, c58e, 15b4, eda7, 1ac1, 23bd, 7be4, 89f8, 60f2, af7d, 586b, 68bb, 41d4, eb22, dc7a, 30cc, 5ae9, f5e3, 7574, 360f, acadia16_88e6, 493d, 56e3, 9e25, f972, 4bdd, dfee, ce15, 9054, a65c, 9c1a, cf2d, 0d30, 6556, 417e, 23fb, 4174, d4b7, b604, 66d7, 596c, beda, 0373, ecaade2014_011i2, 5813, 079f, ecaade2015_241y54, 21ab, 2623, ecaade2016_047e13, c726, 892a, f032, sigradi2014_303g5, 8aee, 4c4d, 837d, 4a83, ecaade2015_200f43, c4bc, 4d01, 695e, 902c, e17c, 3de3, 3d82, 8ec5, b657, d305, 9235, acadia14projects_637ae, e36b, acadia14_523ar, 6a36, cda1, 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caadria2015_087j14, c45c, dc8b, 2e16, acadia14projects_347at, b764, e242, c419, b07c, ecaade2016_071b19, ascaad2014_024j5, 90c3, 1f85, ecaade2015_235s53, ecaade2015_155e32, 5755, ecaade2015_109x20, 8b03, 629c, 531e, d1f7, 191e, d754, bcab, 85bd, ecaade2016_042g11, a2e1, 4db0, f906, acadia14_75e, c5ac, 14e3, 654c, 9f27, 2116, 792c, 12c7, 01ad, 62eb, 28c0, 5a3a, 030f, ecaade2015_53c9, 867e, 3a3c, 3a68, 3700, b0e6, e8df, fceb, f84d, 3163, caadria2017_048s15, c5ff, e426, 661e, 4303, 2ac3, f39c, ecaade2015_94k19, 74b8, 463c, 4707, 340d, 36ba, ecaade2016_163h45, 8282, 284b, f63f, 9f56, b257, ecaade2015_59d11, 2b00, b24e, a92c, acadia14projects_473ap, 8803, a30f, ecaade2015_296p64, acadia14_709al, 618a, 7f96, a245, f2d8, 9f8e, 7516, ecaade2015_237o54, e052, aeb0, f1db, cbc6, 4616, 8724, 7c2e, caadria2016_517v21, eefa, 18da, 744d, 4c5e, d578, 3c61, 5365, 3fbb, ijac201614103i3, da88, a088, cd7d, a8af, 8bde, 5f9f, 46c8, a143, e34e, 98c8, 950a, 38fd, 3f29, acadia14_135v, acadia14_75d, b270, 58f3, 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3390, 8992, 769e, c8b8, c0ca, 4036, f070, ecaade2016_067c17, 8d0c, 7cd1, 645c, caadria2017_110d29, b4ef, 9347, 1d7e, 8ed7, 5891, caadria2016_631g27, f7d1, 8e62, f32c, ijac201412406k9, caadria2017_086n25, 81e7, caadria2017_057b20, 8f71, 0014, b09c, 5d27, 2599, fc8c, 8936, ecaade2014_089s21, ecaade2014_070r16, 0f12, f835, fc9b, 7734, 3313, f5e6, 13f5, 87b4, 5a1d, f1cf, ijac201614302j1, c87d, 547d, ecaade2015_129r25, 97d1, 753e, caadria2017_158a40, beec, 22f7, acadia16_98o7, 5baa, bd83, 9636, ecaade2015_202o44, a718, caadria2017_105j28, d35b, 8eee, acadia16_470h27, 019d, 13bb, b354, 91f6, ascaad2014_009f5, d21b, acadia14projects_199ai, 0f63, ffe4, 84c9, 5694, 6af8, f1b8, ecaade2014_168y40, ecaade2015_86i17, 63e6, c66c, 16f8, acadia14projects_681ao, 031b, 20d3, 14d4, 6e35, ed6e, d7e1, f7af, ecaade2014_132g29, 4cc6, 5461, 587f, sigradi2014_330p7, 6352, a8c9, 1cc9, ca4b, 12e3, 7af9, 3c49, 331f, sigradi2013_244o, de60, a204, d9d8, a78a, sigradi2014_128f1, 1b4e, dc02, ijac201614102x2, acadia14_445ae, ec35, 3b55, ecaade2014_078p18, acadia14_671s, d803, ascaad2014_012i6, f95e, 9910, 35d7, dada, 746b, 5647, 1abe, 7bee, 66d2, 779f, 2952, 949c, cd73, 0fb5, 306d, 2975, 45b9, 316e, 9a41, d6d1, 8610, 8e65, caadria2017_052x17, bcfb, e26f, 8f7d, 9a43, d1c0, e38f, 821e, 1a6a, a939, e0fd, 9216, a183, 2453, caadria2017_016h6, df11, c210, 456c, 2299, 2378, 1ca4, ae8e, 1975, 0e2e, a36c, c189, 0199, 6e55, 856f, c89a, 1865, 839a, 95b8, ecaade2013r_003x2, 3764, caadria2017_030z10, 2bc5, a6ee, ecaade2015_61i12, 8857, 063e, caadria2017_113e30, d151, 0238, 3d5f, 7f8a, 6226, 0c0d, ce04, acadia14_619y, sigradi2015_8.339z15, a3b5, 44b7, e55f, e2bf, ijac201412402l4, daf3, 9a25, 9f0b, 04c6, ef29, 2383, 3a47, 703c, caadria2016_601m25, e883, 57d5, ea0f, 2aee, ijac201614102w1, 83b5, acadia15_333s13, 9c1c, a898, c3ee, 5460, ecaade2016_072i20, 20d1, eeee, 89b9, 33f5, 3c4f, db05, ff80, ae8f, c16d, eade, cfe0, d959, 919a, caadria2016_301o13, 590d, b45f, sigradi2015_8.328l15, sigradi2013_271n, ad82, 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ecaade2015_227c50, 0f30, c603, 9805, 9e08, 2c33, e1d8, 90e0, ab21, 26cf, 5029, 7b79, f085, 6a50, 5957, 119c, d089, f2e0, 9916, ecaa, fa62, 6570, 7d69, 5cdb, be51, 1016, e334, d1a4, ecaade2015_248n56, 7e6c, 7290, 8d79, dce5, c634, sigradi2013_342u, 25d7, ecaade2015_100l19, 4e52, 2c57, d348, 473c, 13a9, caadria2017_183g44, b26d, 35f0, acadia14_199am, 4d45, sigradi2013_222l, 1d05, 2f74, a0ba, c6be, a5be, e5dc, af6c, cab9, ascaad2014_037i2, 7874, ascaad2014_015w8, 5e39, 4b0a, acadia14_627az, 9f54, sigradi2014_047r4, 8ef8, 64cb, 0752, 9578, 932b, 98d9, ecaade2014_225o58, a878, 5bad, ecaade2015_87s17, 297b, bcfa, 99e1, caadria2017_048g16, d67d, ecaade2015_101j20, d15f, a3d9, 5424, 3ccc, 07e2, 5f80, 368a, 7ec1, 9dbe, sigradi2013_387s, ec41, 176b, 7327, ecaade2014_226w58, d880, 28e7, f751, 1c70, 8dc3, 5942, caadria2015_130x21, 7743, d04d, 8b9f, acadia14_627e, 124e, 4eb5, 25fe, 641a, ecaade2015_285z62, 8da9, 67aa, ijac201412204c3, c8a9, d04e, ea13, 9a39, e22d, 30db, 9814, 648d, ecaade2014_163h40, dcea, a92b, sigradi2013_315b, c19e, acadia14_23x, ijac201614204j9, 2fc5, fde4, 7816, 29f8, aafa, a88c, 4ca3, 90d4, 3952, 1538, 476d, ecaade2015_118c24, b924, caadria2016_363e16, acadia14_579d, 43d0, 381e, a27f, 2415, ac87, 5f70, dce6, ascaad2016_017c7, ecaade2014_237c61, e6df, 9b86, 01d7, 9388, fabb, b012, 02f6, 0488, 0d75, ascaad2014_010k5, 51e7, 8edd, 9233, ecaade2016_129u35, 4a5b, 4ca1, acadia15_161m6, 0b0b, fd95, dd7b, 78a0, de97, 5751, b348, bec4, ea46, aeb7, ecaade2014_080g19, 074f, 7278, 0e91, d97a, 77bf, ijac201412201h1, 061c, 2ac9, 0635, d0fd, 3c28, acadia14_301b, caadria2017_057p19, 06a8, acadia15_395b17, f148, f2ab, ascaad2014_019k3, d7cd, 65a5, a591, caadria2015_117u18, cf50, 45b4, b160, 659b, 55ad, c9a6, e7bb, 633d, ecaade2014_176y43, acadia15_284y11, 4250, e4b5, 0e50, f18e, 759e, 9754, d9cb, 9341, 9a29, 70fc, 07a2, 0d53, 42d4, 3458, 9694, acadia16_140h10, ecaade2015_241r55, dbec, 4891, 0816, fec2, ijac201412302h7, acadia16_140k10, 6d50, 0af5, 8e52, 58e1, ecaade2014_143p32, acadia14projects_199ar, de46, 85c5, 5986, c1c1, acadia14projects_189ay, acadia14projects_579d, ecaade2015_138f29, 8ef7, 1616, 184d, cef2, 873f, c1fa, 0b4f, ecaade2016_023o6, 953e, 00b3, dc31, 8287, ecaade2015_256b58, f29a, 14ad, 7c60, 95f5, 9246, 0fa9, 4cdb, 2881, a4af, 1c54, 5d77, 35db, fe47, d9b3, 1e18, 6910, 7e21, e91b, af28, e87d, acadia14projects_671o, 8103, e6e4, eb1b, d4ca, 0e02, e943, 189a, ecaade2014_168a41, ea42, 56d5, 01ca, cd29, 3055, ijac201513206s9, 2abf, 0245, 375e, 17c9, 4737, ecaade2015_25n5, 4290, c971, 070c, dc19, c4e1, 2615, 347d, a7e4, acadia16_62b4, 9328, 297d, acadia16_214c14, 34d3, b92c, caadria2016_167l7, eb07, cad6, b6fc, d7cc, db0b, 7a1c, ecaade2015_13k1, 3883, be95, d046, acadia14_267m, 6f94, d6a4, 92e8, ijac201614303e2, 6ee9, 4295, 8fb1, 4a18, cb13, 5b1a, sigradi2014_263h1, a683, 8491, e02c, 371f, 0549, c05c, 6a8e, d29d, 06a1, 4f54, edef, d8ae, f6eb, a583, 9b59, 02f0, 6436, ba64, 4783, 816a, 59ad, cdad, 159e, 42d6, a257, 213f, 6891, c087, 5198, 6a9b, 1a9c, ijac201412402i5, 81f2, 793e, 362c, ecaade2014_224c57, d263, cd97, 8892, caadria2015_111j17, db52, b501, 1443, acadia14projects_375k, 67b8, a6b4, sigradi2013_10f, 3cb3, 7ccc, sigradi2013_274u, 3870, fc1c, 62b3, sigradi2013_100b, acadia15_483e21, caadria2017_063a21, sigradi2014_015h1, f559, 0c3b, e5c9, dad1, a392, 36dc, 0e53, f27b, be52, 8796, c082, 9c10, fc5d, 6118, 8445, 8f7a, sigradi2013_366a, sigradi2014_345f8, cba4, 8c62, 10f9, ijac201614203o8, d55a, 8322, 9ca8, 4758, cabc, 657c, 493e, b2b7, 044e, c576, 4b49, 9e27, 4ff4, 500d, a11c, 604c, d712, ecaade2016_139b39, acadia16_12f2, 0df5, 69bc, c0d3, dbc8, 9222, 339e, sigradi2013_421j, 64e7, 78ae, 05f2, ed24, 3b12, 4689, 629f, 2834, b761, 8309, c2ec, e133, 5d10, b07a, cfd9, 9d39, 413b, 3273, 424a, bf14, 1d0b, 3285, 30fe, 4207, 9c95, 7a65, ecaade2015_110e21, 99b0, fb8c, 28f8, 5812, caadria2016_291p12, 4623, ecaade2016_158n43, sigradi2015_3.111e3, acadia14_389ay, 5af9, 903a, bbba, 0074, ddaf, acadia14projects_589a, ecd2, 2983, 78af, e539, 0fc9, 9eb3, d869, caadria2015_073n10, 414b, acadia16_372x22, e9d5, 3b20, b596, 713c, f402, 43d3, 30f0, 2b71, e989, 3c14, 4c18, e7d4, 738b, ijac201614207a12, 38f0, 6894, c7d7, e442, 115e, 381d, 61c3, ascaad2014_014x7, ce8f, 2411, a6bf, a389, 892b, 3ae3, acadia14projects_435ax, a192, 9b21, 5df5, 0ccc, aa22, 67b6, sigradi2014_345t8, 5c21, 9f55, caadria2016_517x21, 8ea0, 6f01, 4857, a6f5, caadria2015_181f27, 4bd4, cb0d, ecaade2014_149i35, sigradi2015_sp_8.326c31, 237c, 8f59, caadria2017_101i27, d12d, 7974, ecaade2016_013l3, cd18, 0e17, acadia16_470j27, 7825, caadria2015_084u12, 2a39, 0220, 009f, c033, e699, caadria2017_030d11, 3446, b5f6, 94a4, ascaad2016_057s22, 177b, acadia16_362p22, ijac201513102h2, caadria2016_683n29, 2775, 563b, 47f9, ijac201412301t5, b95b, acadia14_43ak, ecaade2014_070m16, ecaade2014_108g24, 0146, 6ca3, 3d9e, 73d3, 4029, sigradi2013_359k, 2c84, 49d3, ecaade2015_59w10, 670c, 5af2, 54ac, 9ea1, d2c4, ccab, e054, 0f96, 9b76, eb6f, 3d5b, 9826, 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14ee, f9b4, ca32, ascaad2016_028p11, ecaade2014_122b28, ea4f, 052e, c39a, b84a, 431c, 5a61, 6f6a, ecaade2014_186j47, b0e7, 6294, bff3, acadia14_33am, 1d93, 19e0, c716, f744, 912b, d110, fef3, f0fe, abbc, 822e, 3f25, ecaade2014_225i58, 51ae, 977b, 703a, caadria2017_132o35, ijac201614405o3, 08b6, dc3d, ecaade2014_175s43, a90d, 4599, f7d2, 8159, d853, 58df, ecaade2016_072s20, ecaade2016_036m9, 63f3, 4c1d, f6a3, 7030, 3c9d, ecaade2016_006s1, 6fb5, 7224, caadria2017_175j43, 569f, 22a7, caadria2016_363c16, bba4, feee, c733, c3eb, 4df4, ffb1, ijac201513103p2, 97cc, 2c89, 9616, 3e1c, 9638, 53cd, caadria2017_009y4, ecaade2014_071z16, 5b94, 853a, d1d2, 8b6c, f00f, d26d, b33f, caadria2017_096n26, 72e5, b8f2, 05b3, fe8c, ascaad2016_021c8, ecaade2015_155x32, 4940, ascaad2016_043f17, acadia14_357au, fbb6, f39a, dc04, 8a03, 00ae, de2b, acadia14projects_189a, 42d9, 420d, 61b0, c783, d154, d991, ff40, d0e6, 80ff, d66f, 0412, 4c0d, dbb1, acadia14_463l, ijac201513206d9, caadria2017_113s29, 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ecaade2015_15v1, 44bb, 6d6a, dd09, cbc4, acadia15_407v17, efe7, 170a, d4ec, 9919, 4517, 1f7d, ecaade2016_168g48, acadia14projects_291b, 095f, 0926, 2369, ecaade2015_248k56, 56e6, 8bba, 87f3, 787e, 6350, b353, f7c7, 3c7a, 1f74, f9bf, ecaade2014_143v32, ecaade2016_023m6, 708a, 1b77, 6e74, 9517, 1351, 068b, 5c0c, 5fbb, cc1d, ascaad2016_028c11, 6a83, 595d, ecaade2014_072n17, 74e2, a2e9, c480, caadria2015_073i10, ab4c, d0bc, e984, 2407, a68b, ecaade2016_094u25, 6933, 43f6, c286, 3c6c, e6ad, d157, 55b8, 88cc, sigradi2015_11.222s26, 5797, aafb, 5baf, 1390, 87c6, 09aa, ecaade2016_079p23, 9082, eab0, 49d7, e147, ecaade2015_302i66, ff0a, f4e3, ijac201412305e2, sigradi2013_248z, ecaade2013r_012n7, ascaad2014_035o1, bca7, f0a3, 9e0c, 38cd, 3257, dd94, eb24, 901c, 09fc, 99aa, 064c, 5a0a, 2918, 386a, 7f66, 0db3, d10a, 6667, 5821, d6f0, 96b6, 04a6, 2b52, 6485, edbb, 2bcc, 8fba, da32, 630c, 014a, acadia14projects_375az, bf05, 5b9d, 2b63, 5fdd, ab8a, 8757, acadia16_78o5, 2b6f, 9c2b, ecaade2014_100g23, ecaade2013r_009w5, 41de, acadia14projects_219c, 2d55, 45da, ecaade2016_166m47, acadia16_244p15, 7c31, 2de4, 6eab, <