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 sigradi2012_26
authors Aschwanden, Gideon
year 2012
title Agent-Based Social Pedestrian Simulation for the Validation of Urban Planning Recommendations
source SIGraDi 2012 [Proceedings of the 16th Iberoamerican Congress of Digital Graphics] Brasil - Fortaleza 13-16 November 2012, pp. 332-336
summary The goal of this project is a deeper understanding of the mechanisms that shape a city with a focus on pedestrian flow. Pedestrian flow reveals the use of space, the capacity and use of transportation and has an impact on the health of people. Movement patterns of pedestrians are a topic in many related fields like transportation planning, computer graphics and sociology. This project augments the simulation of pedestrian decision processes by taking into account the preferences for surrounding factors like additional points of interests and how pedestrians interact along their path with other pedestrians in a social manner. The goal of this project is to analyse urban planning configurations and to give designers and decision makers a tool to measure the amount of people walking and therefore define the health of a society, finding places of social interaction and improving social coherence in neighbourhoods.
keywords Urban Planning; Pedestrian Movement; Multi-agent System
series SIGRADI
email aschwanden@arch.ethz.ch
full text file.pdf (616,306 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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ascaad2014_018w1, 5fa4, ecaade2015_298j65, d8d0, 4c2c, 58aa, 4be2, c496, 994f, ascaad2014_026v6, 8eb1, ecaade2015_287p63, d3c0, 208e, 9150, 217f, f96e, sigradi2016_428l, 5a38, 6b4a, acadia14_145v, a085, 3439, 3f66, c516, ecaade2016_167c48, 0e66, b7a8, ijac201614307t4, c7ef, b247, 4344, c6e3, 2401, caadria2016_311d14, 6228, ffd3, 6d09, 994c, 9e57, a8f8, c753, 4d3f, d981, sigradi2013_429g, sigradi2015_11.166c26, 810e, c8e5, d634, d93a, caadria2016_819o34, 6430, ac1c, f5fb, fcf8, 96cd, caadria2016_579l24, 4b97, 61d4, e933, af0e, caadria2016_819i34, sigradi2014_345p9, e310, ecaade2016_072p20, 78c0, 2c87, 79d8, 6055, 76db, ecaade2014_194a50, f21d, b2d8, a6fa, 4daf, 79d6, 90ae, 594f, 5da9, 8346, 5fa2, caadria2017_149f39, fb53, 1924, ac91, 3a4c, caadria2017_174v42, ecaade2014_086m20, 8f53, ecaade2015_103n20, sigradi2014_345t8, ijac201614201n6, 2509, ecaade2014_035d9, caadria2016_135y5, acadia14_479i, 2169, ecaade2014_239k61, ecaade2015_61f12, caadria2016_539b23, c864, ecaade2013r_009k6, caadria2016_651f28, a05f, 4e49, a533, a206, sigradi2016_571tt, c180, a600, 3c6e, 6763, 53a6, 680e, b95d, 0307, bd8e, 22a7, acadia14_43at, ecaade2015_64f13, d1fd, 38c2, ade7, 0026, 5d48, 3465, b741, ee71, d2f4, 7000, f22e, 8db1, bd2a, f2e5, 7fad, c8e2, 07fc, 95d2, 6b2a, d9c5, 4b4b, 8b57, cb0f, acadia14projects_579i, 8576, 6beb, ecaade2014_153l36, 1579, 30a0, 7b82, c5b8, acadia14projects_247y, 9580, e967, 53bc, a194, 12a7, c0a5, 17c4, 997c, 9a6d, f003, acadia14_375ay, dcf3, ecaade2014_057g14, b43c, 69d7, 5dd2, b790, ffdf, e36a, 07d0, f1f5, 8061, fd64, 61c6, e99f, f248, c937, 4651, c58c, e466, a079, acadia14_199ao, 5407, d38d, a2ce, 50db, ddc3, 9d0c, cb87, 9d10, 6333, e1f1, 4dfc, 07a1, 48cb, b363, a665, 6170, 4ff2, ce63, 94a4, sigradi2016_467v, f7c0, acadia16_34b3, caadria2015_010a2, b34d, f558, caadria2017_052w17, 2dfa, 231d, 5432, ecaade2016_025d7, bf0e, 0334, 6e11, c997, 1be8, caadria2016_003a1, 6502, c852, 3218, ecaade2015_250h57, caadria2017_055o18, 8cb7, 74ae, a698, 5bed, 5b43, ascaad2014_026y6, sigradi2014_291p4, c9e4, 05dc, f229, b652, adcc, ecaade2016_182o49, sigradi2016_637w, ecaade2016_144i40, 9432, 5f09, 4d83, d923, 3874, acadia14projects_479ax, 8785, 8abf, 15e5, 45ce, 95d0, 97ba, caadria2016_259n11, 08fd, cedb, 85a7, 8859, 0743, d7d2, 9bf8, ef9f, c1a6, 7a22, c54e, 751c, 5a23, 0a09, acadia14projects_247p, fa11, 8683, bc79, d1da, fd81, aea0, 7013, c365, 31fc, c656, 4538, ecaade2014_080i19, 5bff, 069c, 483c, 5aac, a50a, 271f, ijac201412307h3, 36b6, ascaad2016_023x9, 355d, 26a9, 6118, ascaad2016_035u13, ba4a, c2b0, 4b68, b837, d4c7, c685, 6168, f893, sigradi2016_488o, 4041, 3968, bfdd, d6d0, 03c9, bd31, 95ad, 3842, 2dec, da77, 92b4, 74d7, ecaade2016_118t31, 68bc, 8c0c, ascaad2016_048d20, 05ab, 5125, acadia14projects_247k, caadria2016_725i31, ecaade2016_162d44, a392, dd3f, 32b5, caadria2017_122t31, 43cc, ecaade2015_119e24, 1298, 8dca, ecaade2016_106g29, ijac201614208a13, ijac201412408k1, e2d6, b3b7, 6e7f, sigradi2013_131f, caadria2016_745e32, 9f68, 3e8d, aee1, 6f39, 9809, 9fc8, 15c6, 9618, acadia14_671u, ecaade2014_080j19, 20bb, af07, sigradi2013_138u, caadria2016_477f20, 4b75, sigradi2015_4.219z6, 947a, ecaade2016_ws-foldingv68, 7a56, caadria2015_218o33, 5a5f, ecaade2016_ws-dleadp68, 404b, 6157, caadria2016_177g8, 566d, 63db, 5430, 2910, 61e8, 05b8, 1c8f, 576f, 3254, 6ffe, caadria2017_070s22, 1341, 3682, ee87, a038, 5d59, 8bc4, 448b, 5471, 6811, 8119, ecaade2014_094p22, 6ce1, 83c5, 08f3, 7f12, 5c2c, ijac201513105a4, c94e, sigradi2015_6.387s9, 4384, eccd, acadia16_280v17, b909, 4c05, 7738, ecd6, 99af, acadia14_23au, 2599, caadria2017_056m19, 95b6, 0ec5, 7ab8, acadia14_177y, acadia14projects_145y, 4f94, 050b, 875e, 0a6d, e955, 7be7, 1804, 4beb, aa17, acadia14_43ah, 14ad, 216b, 3dfc, 97e3, 1773, ae08, d5d5, 2efe, 006a, 00e5, 0d40, eea1, ecaade2015_59v10, f2e7, 87fb, fff7, f0e0, e046, eecc, ecaade2015_25i5, cb8b, 45c0, 1b46, 9dff, a704, 1fbf, 714f, 64ff, sigradi2016_595kk, ecaade2015_127a25, 80f4, b2c9, 5932, bc30, 9e7b, 4ca9, d5cf, d58d, caadria2016_105f5, 479f, 4be9, f76c, sigradi2015_8.264o14, eaed, ecaade2015_195g41, caadria2017_123p32, b55d, 5222, d04e, 10cd, b68e, 66ad, 7ace, acadia15_69p2, ee20, ecaade2015_319b70, a066, ecaade2014_157m38, 3526, c813, fd7f, bc95, 787f, ae7a, 4085, fed7, 7d66, ecaade2016_013s3, 65ea, ecaade2014_029y7, ad2c, 02b3, sigradi2013_393u, 3211, caadria2016_353s15, 85cb, 5836, a98e, 583d, a93a, ce5e, c7f9, 13e4, sigradi2013_289, 3227, 916c, ecaade2013r_018y9, 3791, cdce, e8aa, 5f2d, 4a5c, 6f18, 0ae2, 83b3, c1f9, 19f8, 6bdb, 59e8, bfcf, 8d47, 9b06, 2abc, 760e, 2add, ascaad2016_032v12, 4c12, 01f9, 1b14, cf0b, a240, 7cbd, d118, 40e5, 0390, ecaade2016_018l5, sigradi2016_534jj, sigradi2013_400c, caadria2015_139y22, af29, c4e4, fd8b, ae8a, daec, 3d7a, ecaade2016_071w19, 44a4, 6ad6, 55cc, 8fb2, 5601, 884d, ecaade2014_072h18, 4d7d, 8b35, f2b1, 6334, 41e5, dc6d, 3bf5, 7f58, 7f80, ecaade2016_162g44, acadia16_270h17, c64e, 90bf, acadia16_224r14, d3b7, 6f6b, b1ba, 922c, dc96, 09e7, df83, 92d2, 41eb, acadia16_164x11, ed6f, ijac201614309e6, 6271, a245, a770, ecaade2015_158c33, a35d, 423d, 8926, 2ed8, d30b, f9f9, ecaade2014_012n2, 6e5a, dd70, 23bc, aa29, b788, 860c, sigradi2016_669bb, ecaade2016_018g5, c10f, b147, c233, 9e1e, 0116, ecaade2015_172c37, 9626, ecaade2014_121s27, 7040, ecaade2016_075e22, ecaade2014_112b26, caadria2015_203c29, 7b6d, 9d53, e2f4, f8d7, 781c, 89d2, 5516, 452e, caadria2017_058r20, 21e2, 9b3b, 30c7, 789e, f9dd, ecaade2014_168t41, 897e, 7946, ijac201412203b2, b822, c8b4, e035, 1cf2, bd04, 732f, bc93, e4bd, 9052, 4634, 7312, acadia14_699b, dfd1, d21d, f4ea, acadia16_106b8, 1776, b5fa, 594d, d4a4, fd52, 7664, 1680, ecaade2016_078g23, a9b9, efb1, 02b4, caadria2016_229t10, 4284, 9759, ecaade2016_bkoh65, 25c8, af33, 347d, ab6a, 01c3, ijac201614307x4, 4b50, 9ac6, d767, 78ba, 7205, 4779, sigradi2014_189j6, sigradi2016_534ss, b05f, 7567, 9ede, f52f, sigradi2015_8.328i15, ecaade2014_080b19, 62d7, 1a75, ecaade2013r_017b9, 5966, 7e25, 7ae4, ijac201513306a13, 86fa, ecaade2015_286c63, 0363, 3a29, ecaade2016_045j12, 0663, 0540, 5cdd, e2f0, b719, 7200, 18ea, caadria2015_170v25, 6510, a768, 8f2e, ascaad2016_045e19, 4a48, 436f, ecaade2016_062i15, ab91, f4e1, 2689, 6c67, d39d, c24c, f45d, 0940, f8f3, e22b, b3c9, acadia16_308t18, acadia15_284u11, f37e, 3d32, 593a, f4fe, sigradi2013_390v, 1c84, fc88, 4bb6, 8a9c, 8ac4, sigradi2013_184, aec0, 6be3, sigradi2016_659n, caadria2016_095m4, b0c4, 3c76, 0024, ecaade2014_092e22, acadia16_488x28, dd90, a5b7, 2a13, b278, 8e14, 6c09, 49a4, 7e05, f074, 633a, ijac201412204i3, 04f8, acadia14_389aw, bda0, a0dd, ascaad2016_023f10, ecaade2016_225r60, 9caa, 7ceb, e10f, ecaade2014_152h36, ecaade2014_155y37, sigradi2013_347t, 9181, 94f5, 6c80, caadria2017_174u42, 0f7b, ecaade2016_045h12, 0e5c, 72db, b29a, e947, 76fb, 1d99, ecaade2014_044w10, bfff, sigradi2014_335t7, e1c4, e308, ecaade2015_138c29, 406d, caadria2017_017i7, sigradi2016_803q, 4703, d58a, cb23, 5323, 8eb0, caadria2016_529k22, 4d05, 6d57, 0fe6, c1b5, bc5b, sigradi2014_189m6, ecaade2014_011f2, 1138, 7c22, 039a, b439, d858, ee6b, sigradi2015_4.219d7, d8a7, acadia14projects_555c, 1d1f, 15ca, caadria2016_787h33, ecaade2016_071r19, 9f70, 65c8, 74aa, f7ff, sigradi2014_345p8, 35df, 2241, 2872, 3621, acadia14_135l, 2ade, 595e, fe62, 8157, ecaade2015_158s33, ecaade2016_222n57, 16a7, fd67, c8c5, 8a49, daa2, caadria2017_190t45, ecaade2015_170s35, 0017, 119f, 8111, acadia14_135x, sigradi2014_032i2, 646e, 1716, ijac201513203o7, 071f, acadia16_424f25, acadia14_609au, sigradi2015_9.152o16, fa5d, 893b, 0114, 67fc, 96cc, 101b, 6322, 5f47, 1513, 432f, ecaade2015_261i58, 6605, 9f3f, 7c36, caadria2016_457h19, 9d58, 7cfc, ff63, 9a9a, aa1b, 5a90, 18d9, bce0, acadia14_719c, ecaade2016_065g16, 9ca8, 0c8a, 3cbd, 796e, ecaade2016_140n39, befb, caadria2015_206d30, deab, b760, acadia14_589j, f086, 8b09, e7fa, 5257, sigradi2015_3.268n5, b3e0, 856c, b352, df49, ascaad2016_007z3, d23d, 9269, 1073, bbb0, 9e7e, 7e68, 76a4, 9dd3, faeb, 4ca3, d0a1, 9cd1, 5ab2, c13b, c04c, 38f3, 91ed, 4bd6, 0ec7, 9586, e665, a9cd, 28c6, caadria2016_301g13, 4be0, 8a9f, 2ee5, ascaad2014_019u2, bf22, 24dc, 896c, adda, 7db5, 2287, sigradi2016_558s, 5d5a, ad23, 94f9, 0f01, 90df, d864, ascaad2014_010l5, e5be, 224f, d6a4, 15ae, 2ae5, 6530, sigradi2014_132w1, a909, 8594, 9a9f, ijac201513303v10, 1482, 7086, ecaade2015_103m20, 09c3, fb49, 00a6, a014, df52, ecaade2015_21y3, 44a6, 0331, caadria2016_045e3, 6ae7, bc69, f431, bfcb, 757d, 228c, acadia16_140s10, 9351, 25ab, 3f55, 8b79, 53a7, 2f30, ae59, efc1, 8535, a010, sigradi2016_737ff, 2806, 9503, 60e6, 9900, ffa2, 32d7, 360f, 998e, 56d4, acadia14_301ay, 3a79, 70ad, 44a0, ijac201614104b4, 8e73, 9507, 68b0, caadria2017_074r23, f3f7, caadria2017_003c2, 604a, da51, f919, a947, ecaade2015_73i14, f0f3, 9ad9, bc8c, 4e5a, a154, be43, 5014, cd9b, caadria2017_085c25, ecaade2016_158c43, daca, 74da, 6075, d09e, e10c, acadia14projects_531r, 91f2, 8453, ddb6, 075d, 629c, 81f0, 41da, ecaade2016_072d20, 2cf7, 0e0c, ecaade2016_063j15, 9d5f, e762, 73ae, acadia14projects_199af, 6cc8, 5200, acadia14_53o, 5527, ade9, 00e9, 00ca, 413e, 773c, sigradi2015_12.107i27, 7bcd, 4d70, 4db3, be04, sigradi2013_95p, acadia15_469r20, 6a5c, 4035, e321, ecaade2014_218p55, 3b69, fa06, ecaade2013r_013w7, 9a32, 49fb, 1b77, ba52, e0ea, e3ed, 7d3a, 7d00, a16f, f867, 8643, fcaf, c084, sigradi2016_356e, ecaade2015_100s19, 4291, ecaade2014_015k3, 345a, a327, 9e79, ecaade2014_225g58, 5e69, 0810, d279, cb11, 7763, bc22, ecaade2014_018o4, 52f9, 65b3, f7f0, 7b54, 83dd, 8c4c, c4e9, deaf, 6b7f, f767, 5fd7, 6e96, ecaade2013r_011e7, 8701, 21f3, 0580, sigradi2013_414d, sigradi2013_243, 7d9b, 6696, 12e0, cac8, b332, f7ac, 2fa6, ijac201513304w11, 833e, 3873, ded6, 7a69, 02fe, 63a7, 96d2, 8ccb, 9846, 1f50, 2fc8, fb7e, caadria2015_004m1, 3a90, 2c6f, ijac201614202y7, 54d3, c12f, 72c6, f988, f2c9, 79c5, c052, bda7, 1997, caadria2016_487u20, 6cd5, 79e7, 8dd6, ascaad2016_030c12, 06c8, 957e, 46c9, 2217, 4c19, 30fa, 18c7, 84f1, fa98, 0ce0, 6914, af8e, 465f, fa35, aa92, ascaad2014_024n5, ijac201614201c6, 8bf3, facf, e7f1, 0c97, ijac201412403m6, 73e6, sigradi2015_3.65r2, e1fc, db28, 96f2, 8f06, ec08, 50e8, acc8, 4d21, 0dfa, bc00, 45ed, ecaade2016_118u31, 7ed1, e08e, d7a9, sigradi2014_176a5, 9393, 5788, d763, 316a, b49f, 4af3, de14, 2eb7, f513, ecaade2016_147r40, dfda, 4c2d, dd5f, 4e86, ascaad2014_001b1, 5b9a, dd94, a9e3, 718b, 7e4e, sigradi2013_315b, 17e8, ascaad2014_023a5, 6ff9, c214, e33c, 3406, 8aeb, be9f, b958, f598, c9b8, ab4f, b941, acadia16_432z25, 70a0, 2c0d, 5d4d, sigradi2014_074z6, acadia14projects_565p, eb5a, 3c35, ijac201614208k14, 8ef1, ba06, 67e3, sigradi2015_10.140l19, ascaad2014_019v2, 39f8, sigradi2014_074e6, d45d, 78a7, 3780, ecaade2015_253x57, ecaade2015_287s63, 296f, ca7d, 1aa4, 0a58, 3dc2, acadia14projects_311w, cdc0, e04f, 2e7e, 56ee, ecaade2015_144a31, acadia14projects_167ac, sigradi2013_313r, 7926, 07c2, 6203, 335e, 6ac6, 204e, d7c6, ecaade2015_222d49, 21ae, 0dd1, 920d, 52f3, bfb0, 9741, 6630, db7c, 0181, 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8fd1, ea25, 090c, 28ed, sigradi2013_52f, sigradi2016_732z, sigradi2016_441mm, b8f8, ascaad2014_005u2, 4d5b, 59e6, dd88, 324a, b726, 3969, ea43, ecab, 4360, sigradi2014_045a4, 69c0, 892f, 67d7, acadia14projects_609al, d49a, 9e0a, f06a, f3d6, 75a6, 192b, caadria2016_631l27, 4fbe, 9e8c, bb9b, fde5, sigradi2015_3.65x2, caadria2015_060s6, cd35, ee1c, 71da, 8390, 95d3, b1ac, 96ff, ce43, 4664, 5046, 2ed1, 4e14, 7f72, e12a, 233f, 81fd, c0cb, 524b, c129, 05c8, ecaade2015_38p7, 1cc5, 18b5, 696d, 6492, 08e9, 05ba, ecaade2016_203k53, ac81, ecaade2016_223f58, ijac201614204y9, 3011, 10e3, ecaade2016_046c13, b200, 33b2, ascaad2016_004t2, ijac201614105g5, fbdd, ecaade2015_229y51, d1d2, 4c41, 3865, ab15, b87d, 0904, 3a45, d26b, 147f, c962, 4e5e, caadria2016_177e8, ijac201614405o3, bd93, aedd, 5a7d, acadia14projects_145ac, 7b46, ecaade2016_036k9, 562d, cdde, d3c7, de3f, 3678, f996, aebb, ea2a, 6d2c, sigradi2016_601vv, 8763, ecaade2014_149k35, 55f5, f982, 6184, acadia14_497v, 9a88, 6a33, 03eb, caadria2015_087n14, 6b71, 25d6, caadria2015_077v10, af36, 2c3a, e218, 5f44, 1224, e620, 86ec, sigradi2016_441oo, 53f2, caadria2017_005o3, 0879, 9c54, 9b87, 1359, sigradi2015_12.107h27, c77c, acadia14_153f, b3ae, e073, 1ec8, d556, 0ec6, b7f0, caadria2015_108t16, 9adf, 7646, sigradi2015_11.142i25, cbdb, ee4f, a974, 5e77, 5310, c9f8, ebba, 0a0a, 35ad, fcc5, c648, caadria2017_042v13, 57f8, caadria2017_005y2, 4b7a, ecaade2015_17j2, c661, 882a, 1e4e, cf94, 06fa, b232, 805e, c39d, d9da, f804, 58e0, e469, d444, fc9c, e62c, bb4e, 5b3a, 86e4, 766c, caadria2016_797v33, a97b, 918f, dcdf, 5935, d9bc, 0c44, ec40, f837, ecaade2015_237y53, 1b3e, 25e6, 1f20, 0e46, 04f1, 6b95, 3521, 0f19, ba44, sigradi2013_226a, ijac201614404x2, 2bae, 7d51, a86f, f8ba, 1aea, 29e7, 8e21, ecaade2014_230m59, 4fcf, 2d8e, bb51, ecaade2016_197x51, 83d7, 1ddb, 8eb5, 4685, 993e, acadia14_637ag, ijac201412202u1, 3eef, aec1, 031e, 4ea1, 3cf4, ecaade2015_215n47, 5b3d, 6674, 2a6f, 22a9, 1780, 8d7a, 69cd, 6b6a, d277, 10a9, 6f16, ac9e, 39e9, 89c5, 68b8, 2afe, 619b, sigradi2015_11.165p25, 2ec7, 747c, abfd, caadria2017_163c41, 7e1f, b5a5, c766, 89e7, acadia15_57z1, d9c4, 08de, 07ad, ecaade2016_007b2, d4b6, 3ef9, 1987, 7165, 94a0, 9c9c, 2304, sigradi2014_330m7, ecaade2016_154m42, 0659, 3be0, cf40, 29ca, e814, ecaade2014_180t45, a130, c9fe, cb2f, 155a, b95f, c467, 0907, e6c7, ijac201614303k2, b777, 78d7, acadia16_154l11, d2e0, df74, ijac201614208j14, 0c50, 6f17, ec6b, b9e4, 739b, a523, ecaade2015_144w30, 5d65, 6f9a, 3ab3, a220, 4624, 6477, c465, sigradi2014_132t1, 076d, bfca, 1a89, 90f6, 2c49, fdb8, a9e2, c8c7, c56c, 4981, b04a, aca2, 139e, 8263, fae4, 1fe5, 6728, 1a5c, 7ced, ecaade2016_223k59, 00ce, a1e1, 498c, 3379, 74a4, acadia16_174c12, 2977, bbe2, ecaade2014_199w51, acd7, 3dd7, 3405, 1f38, 098c, 1bf5, 0c04, dd10, 29aa, 2623, 6b38, 0e38, ecaade2013r_017z8, 8688, ijac201614407x4, aba7, 88bf, ed83, ecaade2013r_008p5, 9c88, 4196, ecaade2015_278s60, b54e, 92ca, 8bf0, 2d62, f426, 74fa, bc31, 9ec8, 883e, 76dc, acadia14projects_71v, 6026, 3c39, 6ef4, 9978, fcbe, 8aac, de42, 0057, 197d, 103a, 3e82, f4a1, 9c07, caadria2017_056l19, caadria2015_170s25, ecaade2014_085f20, 5d58, c4c1, 9681, 27ab, acadia14projects_579l, 1610, b45a, b953, acadia14projects_719i, caadria2016_745a32, 4e17, 8972, 8ed7, 1fce, 59ff, a60d, 75a9, 94c0, sigradi2014_128x9, 561a, 925f, f301, ijac201614309h6, dc02, ad92, 433c, 5990, f7d0, acadia14projects_135v, b706, 4f0b, 86f2, acadia14projects_479l, 64b3, 1a98, a643, c442, 7b0c, 6a25, 72ea, ab17, 4abc, ae65, ecaade2015_53e9, 9ffc, 9a8d, ecaade2015_37f7, bda6, ijac201412304w9, 5e12, 665f, 52b4, fe2f, d961, c8d5, 3e83, e9ea, a7cf, 1057, 6606, acadia14_281r, ijac201614205t10, 7364, 93da, 7942, 6387, sigradi2015_sp_8.6c30, 7852, 6f64, 58b6, 9043, 2a62, 95b0, c14b, 0d9c, 80cc, ecaade2016_110j30, sigradi2016_382q, 22f6, 9c1f, 95f1, 6a7c, 58ce, 469f, 0075, 46a7, 281d, 842c, ecaade2016_152p41, 7ea9, 1869, 4d32, 07d7, e459, 0188, 38ae, a997, 9584, fb0b, caadria2016_013u1, 34b0, 7baf, f9e8, caadria2017_001d1, ecaade2014_168b42, ascaad2014_014y7, acadia14_619v, cecf, f272, ecb2, 2b56, 0cd2, 31df, 3a9c, b3f9, 4902, bab9, 1795, acadia14_661i, 6d36, c188, fc6a, d3ad, d6b5, ecaade2014_153h37, 99de, a9df, a22e, ecaade2014_038z9, 2860, a5d3, 223c, 01b8, ae17, 44d6, 1973, acadia16_116w8, ecaade2014_050f12, caadria2015_210j32, b32a, 8ece, 7ccf, ecaade2014_038j9, ac08, aa04, caadria2017_016v6, sigradi2015_8.189u13, 4414, be6f, acadia14projects_609ar, cb52, 01a2, caadria2016_291z12, d589, 6175, ecaade2015_231s52, ijac201513206t9, ascaad2014_005f3, 4b89, 088c, fe81, b595, 0862, 0ca8, d26e, dc4d, 7952, 6cd3, 179c, bae6, 88b7, 5477, 976a, caadria2016_851y35, dbf7, 8609, 1471, ecaade2014_184i46, c4ae, 861b, 9db6, 89d7, ecaade2014_184o46, 3215, e7a0, e7a4, sigradi2013_41i, 1059, bb4f, b407, a6b4, 5c07, 0af7, f791, caadria2016_601j25, 9a67, f666, 596f, 1cd6, acadia14projects_111l, 4421, caadria2017_001a1, 7756, 2ee8, a11e, 387a, 34e5, caadria2015_114p18, ecaade2016_164j46, ca10, acadia16_478c28, de96, ijac201412403d7, 0508, bbdb, 6018, 6b98, 1d8f, 4bbc, ijac201614208m14, ecaade2016_007l2, e11d, bfa2, 2917, 8e16, 7ab0, aecf, f5e0, b2f6, ascaad2016_036a14, 7913, 72b7, 294e, ecaade2015_84w16, sigradi2015_10.378f23, 4d0f, 3e88, d337, ac51, d183, eba0, 9136, dfaa, d114, ijac201614403m2, aeb3, 649d, 7b6a, 2d4e, 85b4, eff1, 6166, 34b1, 59e4, 5242, aacf, 18dd, 2be1, 1eac, 7678, d588, e46f, 75ba, 87df, 5528, 434c, a1e0, ijac201412201j1, a734, sigradi2014_141r2, de34, 85f2, ecaade2016_071w18, 2514, 191f, 55ec, ecaade2015_64b13, 0543, 547e, acadia16_460y26, 45aa, 4ff8, efe3, 7686, 48ff, 6494, 462f, fb39, ijac201614201c7, 293e, b96f, d91b, ecaade2014_239s61, d271, 58ee, 1bad, ascaad2014_022g4, dd59, b16e, 825f, 2954, 9957, 9337, sigradi2015_4.219g7, 3519, ijac201614207i11, 4fea, b080, 2f50, 8b64, 3cd3, 7c2f, deb2, 788d, bdeb, cb13, 3e6c, 6dac, 3dd6, ecaade2014_180g45, 04e9, acadia14_479r, 5811, d084, 4e66, acadia15_333d14, 2c1c, 8438, e185, 1774, 730f, 694d, ascaad2014_015x8, dde8, 8c23, f46b, af20, sigradi2015_sp_2.112h29, caadria2017_136o36, abf2, 865a, f0fd, 1120, 4d40, e809, 9a77, sigradi2015_10.309c22, 9c58, 6a75, 9459, ba59, 1071, dfd2, 5ab6, e0be, ad0e, sigradi2014_036v2, 16ca, 30e3, db89, 7907, cc4f, ff9d, b457, acadia14projects_619ao, 5a81, acadia14projects_317ac, fbc4, 9f9f, 8cea, b70c, 911b, 6589, b2f5, bc3c, 10a0, dab9, 81ff, 9536, 018e, ecaade2014_112z25, 2c83, 4b39, 0942, f917, sigradi2016_695t, f54c, 010f, 1f4a, 26a4, 40f1, b99b, 913a, 87c9, 162c, 6958, 54af, 385e, 4100, 13ab, 963e, eadc, c2fc, c000, 2612, 7ce5, 8d80, b776, ecaade2015_230p52, caadria2017_003w1, ac61, 6727, deb5, ascaad2014_003v1, 2272, dc5b, 7d9a, 468d, ecaade2014_044t10, dca3, 1724, 1e7d, 904d, f8ad, c5e1, 19ce, 07ec, ecaade2015_293x63, e35d, caadria2016_147f6, ecaade2016_046z12, 83e2, 60fb, 7f59, 0d62, 2ca8, 25c2, 6e3d, 0f9f, 6a3d, c2dc, acadia14projects_101x, 32ce, c308, 1df1, 7753, f7f4, 99e5, 9e6e, fe69, 5b00, be61, ascaad2016_007k3, 89de, 835a, b25f, 8c4a, acadia14projects_497p, 2a7d, 1b4d, 14b2, fe73, 27d3, f954, e4f6, sigradi2014_303g5, acadia14projects_463n, 2978, 1870, 4152, bd4d, d46f, 2c95, 2101, 4b28, f00d, 8c34, 2d42, 6ff6, caadria2017_135h36, d94b, 45ef, 2bb5, eb79, 68c4, 7031, 52e2, 176d, ecaade2016_158u43, 0256, fe9c, 6f7c, 8c56, b06a, eecb, 0197, caadria2016_755j32, 515b, 872c, 4bad, 22e1, f44d, 89c9, ed66, sigradi2015_6.42b8, caadria2017_051t16, 9340, 20c8, 9004, 30a8, a2e0, 0d0c, 0460, 674f, cb10, efe5, a515, sigradi2016_724zz, cd90, 6e31, 1783, 7094, bcf4, a7fd, ecaade2013r_003u2, 8716, 17ed, 0e2b, ijac201412305s2, cc1f, ba6c, 8eaf, 29d4, 7957, fa3a, 40b2, acadia15_211x8, aeaa, 6354, f9cd, 86d4, 9828, ed81, sigradi2016_484ww, ecaade2015_319e70, d86a, acadia14projects_317aa, ecaade2014_104l23, fe3a, acadia16_280w17, caadria2017_163m40, 693d, 74fb, c944, 14c0, acadia16_244n15, 7ad3, c260, c014, 53b2, ea6f, 5c24, ed63, fba7, 1cdd, e5a3, 4df2, 91db, bcd1, 91b6, 5dd9, ecaade2015_86g17, 392d, 2416, 57ca, d0e1, acadia16_8a1, 9b0f, sigradi2016_455i, 3816, b732, b591, e15f, 3f07, 155b, sigradi2016_595mm, 8d3e, 194f, e7a3, 6248, be67, 9e3d, ecaade2014_230k59, 383c, 65ba, 6ff7, ijac201614308w4, c353, ijac201412301i5, ecaade2014_044v10, 675a, c902, 5ac4, 4e4d, caadria2017_104z27, 5ce9, sigradi2014_313v5, caadria2016_579s24, 47cb, d385, sigradi2016_625e, 034f, 8cde, ed76, 7709, 8277, 7a86, 87ee, sigradi2015_sp_8.326t30, 2a2b, 840c, a01b, e709, 2ccf, d0ca, 0d8a, e4d9, 5991, 6a58, 90fc, acadia14projects_247h, ecaade2016_216b55, af22, 68a8, 8052, d706, ijac201412304c1, fdff, e8d0, 015b, acadia14projects_661h, f20b, b1e7, acadia16_244v15, ec18, ee3a, 8156, 3f84, 6dae, a7b3, 41df, f56b, ed39, 578e, b27c, ff7d, 83d1, 14d5, ecaade2015_217c48, db7f, eaeb, cc84, f2da, 014f, ecaade2016_129r35, 3177, sigradi2015_8.81z11, 0045, 882c, 2cae, d686, f792, acc6, 9f55, 2ceb, 36d4, d122, d694, 7186, 51ae, 50d2, ea18, sigradi2015_3.11i2, ad0f, caadria2016_797m33, 1e20, ac24, 48a7, cc98, 40c5, 9b26, d50f, e1a7, bb90, 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1fba, 914a, e140, 1ea4, c610, ascaad2016_013f6, 7376, 6e8b, 9872, 655f, 5dca, e549, 2e16, 3d52, ecaade2015_227d50, bdd7, sigradi2013_407d, 9bf0, 73bc, 715b, ecaade2016_197y51, 1b81, ecaade2014_052l13, ecaade2014_088b21, 880e, b782, eb1e, 6dcb, 8e5f, b1c1, caadria2017_056g19, 111f, bf64, 7b5d, 1eb4, 84b7, 8b93, 267d, b899, 353a, sigradi2015_7.146w9, b2be, 7583, c394, 1be6, 217b, 2a1d, 87f8, 3fb9, 0aca, 4ab2, 7607, ijac201614307g4, ab00, da9a, dc28, 6dd6, ecaade2015_293v63, ecaade2016_067a17, 98e6, 0aa0, 2e58, 5350, e6d9, caadria2016_497b21, 4cc7, 08a3, 75df, ecaade2015_59r11, bcc9, 3f80, 911c, 9f48, fd69, eeb7, e110, 0d81, 0cb1, a579, 77e6, 3bf4, 8a66, sigradi2016_615aa, ecaade2014_010v1, fc65, 892e, ecaade2016_237h63, e3a0, ecaade2016_230a62, bb44, 0f72, 1da8, ecaade2016_068z17, 9531, 7c9b, 53b7, ijac201513203e7, ecaade2015_172d37, 6cf8, 4976, caadria2016_271u11, caadria2016_851z35, a00d, 598d, ad01, 94f2, cdb6, 15ea, 18e9, ecaade2015_129j25, da60, 4ed8, f39e, 58b4, 3925, acadia15_483b22, a42b, c400, 2ad3, 339c, 417e, a009, acadia14_555i, 490c, ecaade2015_74l14, 7f3f, ecaade2016_123i34, 2631, 3eba, acadia14_153h, 529b, 5c8b, ee46, 220c, abeb, 0f32, ae1e, e2bd, d60f, caadria2016_281h12, 513a, caadria2015_226o34, 2aa1, 96ea, ecaade2015_324v70, ecaade2013r_011f7, 8ab6, 8657, e724, 00b7, 3b05, 56ba, 2d9e, 4fbf, b623, 108f, d99d, sigradi2015_6.387i9, 41ad, ecaade2014_224h57, ecaade2015_314a68, e49a, 633d, sigradi2013_359j, a053, e6f1, b13a, c28a, 4f52, 8bb8, bb11, 1887, 9918, 5be4, acadia14_579j, 541b, 6382, 163d, 5618, e6b4, 6d9b, 2d31, b2e5, b000, 136f, ecaade2016_193m51, 6c03, 6cdb, 6d43, sigradi2015_12.297m28, 869c, 607d, 4838, b960, af40, 9b19, e8a2, acadia14_23ay, cbb4, ascaad2016_025l10, 7317, b20f, df85, b70a, f1dd, 6f25, acadia14_63ak, 0e51, a0c2, 1256, sigradi2014_140p2, 6ba9, 9312, sigradi2013_138m, ijac201614102r2, 2846, acadia14_101ae, 81ea, f0e6, 0a49, 8ca7, 9e05, ijac201614208r12, fccf, 42d0, a7b5, 50e5, ijac201412301l5, 9906, b8fd, b105, 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