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 caadria2017_107
authors Hu, Haojie, Luo, Zixuan, Chen, Yingnan, Bian, Qiuyi and Tong, Ziyu
year 2017
title Integration of Space Syntax into Agent-Based Pedestrian Simulation in Urban Open Space
source P. Janssen, P. Loh, A. Raonic, M. A. Schnabel (eds.), Protocols, Flows, and Glitches - Proceedings of the 22nd CAADRIA Conference, Xi'an Jiaotong-Liverpool University, Suzhou, China, 5-8 April 2017, pp. 325-334
summary MAS can be utilized to analyse macro rules of whole system by simulating a number of active agents. However, simply based on the parameter of specific environment quality and incomplete statistical setting of individual, models of pedestrian traffic in realistic open space have often been imperfect, because the behaviour of people cannot be rationally reflected to the complex characteristic of space. Space Syntax Theory breaks down the space into components and measures each with the straight sight-line of individuals, which can help analyse and quantify pedestrian flow in complicated real-life environment. In this situation, we make an attempt to combine these two in our research, in order to simulate the moving of pedestrian closer to reality. In this paper, Gulou Square, an urban open space close to centre of the city with a large flow of people, is selected as the study site. The results after plenty of simulations and contrast tests can be concluded that with the assistance of Space Syntax Theory, MAS can be more functional solving the problems in sophisticated real-life environment.
keywords Multi-agent system; Space Syntax; Open space; Visibility
series CAADRIA
email 550462504@qq.com
full text file.pdf (5,350,678 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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sigradi2013_405, 02e4, 96fd, 0d95, 31e1, fd5f, 2c2d, 2bbc, ae05, f248, 3dd6, 1a4e, 3f1e, 2de3, ecaade2016_072i20, ijac201614407k4, 6566, 90ad, 0b6a, 6763, 6230, 6109, 5c1f, 6a5f, 7174, b35d, 5de8, 1d8b, cf74, 2d92, ba8e, fb7b, 68a0, d87e, 0f3a, ecaade2015_21z3, ecaade2016_mrtc66, d75c, ecaade2015_11i1, ecaade2015_158g33, 45bd, cfcd, 7862, c081, c7d8, b9dd, acadia14projects_145ag, 0889, ecaade2015_178e38, cbd5, ijac201614308u5, a8c5, acadia14projects_281ad, d9da, acadia16_290e18, ecaade2016_015b4, acadia16_78l5, 7438, acadia14projects_229i, aa41, c6ff, e458, b319, ecaade2015_207r46, 16a4, 0be0, c255, 51f1, ada9, 504d, 864a, ec2d, 2c81, bfa1, ijac201412404c8, acadia15_57b2, 2010, d20b, dca3, 1c02, 8337, acadia15_263z10, 2088, fa29, 9ea3, 02d6, ecaade2014_067e16, 64c9, a48e, ad70, 99b6, sigradi2015_8.328k15, c691, 408a, 3ec0, acadia14projects_473ak, 639c, 663c, ascaad2014_014l8, 5427, f503, ecaade2015_215m47, 78ae, 513c, sigradi2013_135i, 74a5, 4611, 342c, sigradi2014_018n1, ca04, 1340, e956, 62eb, 95d3, ecaade2014_023m6, a870, e06f, caadria2017_023z8, 1356, 3728, 06f9, 49f6, 72ef, 33c1, ecaade2016_217m56, acadia16_440y25, 08cb, f9b2, 1ad7, a942, 4166, 882f, 1218, f5bb, 801f, 312a, c07a, sigradi2013_189l, 045e, 9d64, 0415, b647, 2d13, 38ab, 5993, sigradi2014_137h2, sigradi2014_052o5, dc68, 4721, d96b, 8507, 8c50, f18a, bcd1, ijac201412305w1, d76c, 439e, sigradi2016_483ii, sigradi2014_114m9, 3413, fc97, d93e, 360b, ec5b, 9ba6, 904b, 2225, 2d9d, 1cb7, 56e0, 0a29, dea2, e950, 8ae6, 31b8, 0a1a, ecaade2016_166c47, eace, 1cbd, db60, 402f, acadia14_463a, 1cb8, 2fc1, 7dff, 5e8c, 8b1a, ecaade2014_113s26, 5c47, acadia16_12i1, 5087, acadia15_451y19, cf0e, 2f77, 7500, 2f08, 1a42, ee2c, 87fb, 155a, 3c4b, 38a7, 6a17, e6c1, d911, a20c, 84d1, 1562, caadria2015_069r8, b4f0, 50fb, ecaade2014_195v50, b090, a4e8, 3dc1, acadia14projects_115aj, 174e, ijac201412407v9, 847e, 4a7c, ecaade2014_159n39, 1a63, d1f0, 7eb2, 73e1, fb93, acadia16_352d22, ascaad2014_024c6, sigradi2014_345h10, 0996, ecaade2016_067i16, 2149, ascaad2014_019c3, cefe, b8cb, caadria2017_058o20, 4b18, 24d7, 28fd, ecaade2016_208t53, caadria2015_208s30, ecaade2013r_006v4, e3c4, ec70, db96, 846c, 768d, a3af, 6dfb, dafd, 6e2e, ecaade2014_057t14, 5f38, 78fc, 8ddc, caadria2017_105g28, a118, adff, 12d4, 2280, 8360, e59b, de99, 07d8, 6046, 5909, 3929, 78f3, ijac201412403g6, b9a1, 1f66, ecaade2015_193j40, 7f99, 0122, 7c28, f7d6, 0b06, 939c, 5160, ecaade2014_182w45, ecaade2016_108s29, b6ee, 38ec, 7be2, 0fb4, 73a1, 5cdb, 6d77, c00a, 685f, ijac201614302l1, 2351, 712b, sigradi2013_343d, 7fe7, c4c8, ecaade2014_010l1, bea4, caadria2015_073n10, e98b, c8bf, c6e8, bd6a, 65c1, aebf, a823, acadia15_251g10, 83d9, bffd, e4fa, c83c, sigradi2016_602d, 5547, 5590, ascaad2016_040y15, 7306, 0cad, 41d7, 9029, a1b8, 1f7c, 6b9c, ecaade2015_201z43, c759, d947, a8e6, caadria2015_109a17, 38a3, 5c52, 8d92, ecaade2015_164s34, ed12, acadia14projects_691as, e903, 6b5a, adec, 159d, ecaade2015_18e3, 0057, 90ee, 0c32, 09d2, 7bb3, 9988, c19f, 702f, a327, 861e, a465, 9b21, c414, 799c, de24, c96b, 0c6d, caadria2017_135g36, 13f4, f1c9, eeab, 491e, d921, 86a6, ascaad2014_029h8, b253, 5a85, d533, 0ff9, 7581, cf2a, 19a1, e89f, ff25, 1b74, d543, abf0, 67d6, 9140, 51b1, caadria2016_167p7, 6bd0, b584, fb78, c5b1, sigradi2015_sp_4.275t29, ecaade2016_203f53, 292b, b83b, 5351, caadria2016_343o15, 9c93, ac5d, 7494, 457b, 16b6, 590a, b1f4, acadia14projects_681ar, da48, sigradi2016_399a, c986, d23d, a48f, ecaade2015_222b49, 5be3, 66b0, c977, b6b8, 7afe, 83d0, e2cd, 791a, 1825, 12ef, e4eb, 550b, 05f2, ecaade2014_084x19, 7f0b, ecaade2015_73i14, 8d6f, 7097, ecaade2014_226v58, ecaade2015_227r50, caadria2017_048p15, c878, d168, e7ae, 7626, f64d, caadria2016_301t13, f2ec, 7ddd, 1809, ijac201614306y3, 85f0, d03e, 6395, 19db, 21ab, ecaade2016_130d37, ba86, ecaade2015_230m52, aaea, sigradi2016_383ff, 9621, 6ac5, acadia16_214t13, 8e2a, 8554, a1b4, ecaade2016_007k2, acadia14_691a, 7b7e, 47c1, 3085, ijac201412301z6, 3e2e, 6cf8, 99e8, 7bd9, 0e9c, 590f, ecaade2015_250e57, ecaade2014_046p11, 7b31, d3e0, 8d31, e9ab, f5ab, 05b2, caadria2017_043b14, 6b0d, b27a, 3caa, 973e, ascaad2016_057k22, acadia16_106w7, sigradi2015_sp_8.284m30, sigradi2016_393ww, 0ab1, 844e, 84ac, 4796, 52dd, 1d28, 07d1, a713, 29eb, sigradi2013_389l, d401, ecaade2014_015k3, a567, sigradi2014_041i3, ecaade2014_151e36, 792e, 0e50, 67d7, 14a1, 3b2a, c99a, aed3, ijac201513303z10, 706b, b66e, 52bb, sigradi2013_345m, ec20, e913, 3f62, 0808, a086, 280d, 4b4d, 9b61, 564c, 1717, 6187, 1742, acadia14_101ah, ascaad2016_004l2, cdd6, 5c4b, 48ed, sigradi2013_138t, ced8, 2ec3, f79b, fce2, 5bde, c929, e02a, 50a9, ac34, e55a, ecaade2014_020r5, a346, 6d9e, 1ccf, caadria2017_079d24, caadria2017_018w7, 8ce5, b996, efbf, 2a9a, 6e67, e6aa, ecaade2013r_019d10, d105, aa3e, 224e, 289c, 2e0b, afb5, f8a5, 6061, 8b56, e2d9, caadria2016_167c7, f12c, 06aa, 0743, caadria2015_067j8, 1ca6, acadia15_57k2, 7eb7, 10fc, ijac201513303s10, a5b8, 413d, 356a, d64b, 0c33, d925, 1302, 4f4d, cbb1, 8ebb, b61e, 01a9, 8c68, a69c, ecaade2016_190r50, 6075, b7c0, 26ad, a8b5, 678f, 60b4, 5bc3, aa2a, 4d88, 4206, 462e, 1c9c, 5bfc, ijac201412307h3, fb7f, acadia15_323z12, 9d51, 4b88, 4c96, a196, a81c, ecaade2015_171c36, 4b3b, 9fa2, c9bf, 3533, 0cd0, 3551, 368c, d8ae, 8277, af2d, 67ea, c3dd, sigradi2016_814l, cb98, sigradi2016_655g, c7c4, caadria2015_226y34, acadia14_399an, eb87, 413e, acda, 1133, 0baa, 80d9, f142, 524c, ijac201614405w3, 883b, b892, ecaade2015_237o54, 8d10, 4597, ad3d, sigradi2016_360v, caadria2017_163b41, f61f, 3d6e, b934, df4d, f042, e4a6, 2cf2, 0139, 3356, 00f7, 577c, aa49, 670a, 48aa, b782, sigradi2015_8.189n13, caadria2015_054k6, acadia14_301h, d1f8, 9bf8, 8366, caadria2017_118f31, dcb2, 4a7d, a4d8, 857c, 6b55, b3fd, 0ddd, 9cdb, f700, 1ede, d6bc, 267a, ecaade2015_55u10, 6205, 1ee9, e037, caadria2015_124w19, 6879, 476e, caadria2017_063c21, 19d4, 34ff, 8154, 2368, ecaade2015_92t18, fc3a, a1e5, 85f8, 59d9, 26fa, 5284, ecaade2016_006t1, d8e0, f76c, c13c, ac7e, d3fe, 8fff, 2908, f47e, eb5c, 35be, ecaade2016_198i52, 8356, 3ace, 8fdd, ed83, c6f4, caadria2016_343p15, 8fb9, 7c54, dae1, sigradi2015_3.268j5, 110d, c9a4, 8c75, eaa2, 0756, ecaade2016_203j53, 98f0, d30c, c080, 7f00, ecaade2016_237b63, db42, caadria2016_517a22, 40be, 1c57, 0ea0, d9ae, f36b, 4e34, 7582, af75, caadria2017_009l4, db22, f326, a02e, 32d3, 0fde, caadria2017_016e7, 2b9a, sigradi2015_10.267o20, 9acd, 4e5a, 49bd, 3c11, 1b5b, acadia15_263w10, 9229, 77a2, 0b3a, e7b3, c73b, a06e, bd57, 81f5, 6769, 9c89, e6fe, ijac201412402o4, c910, f0cf, acadia14projects_579a, ascaad2016_017d7, 8e89, ijac201614201d7, ecaade2016_077v22, acadia15_357w15, 3196, sigradi2016_426i, 6081, a79c, a3fd, 327d, 4da2, 6ff0, 0bc8, 37ea, ijac201412207d5, 4389, caadria2017_048m15, ff6b, ecaade2015_161f34, 8f04, caadria2015_170s25, 9f67, 8f18, 430d, 7a9d, de8e, b2de, 45b7, 9851, d297, ijac201412301x5, 4dc1, 3269, 1ee8, 03cc, caadria2017_058s20, 01ee, 4b74, ecaade2015_169b35, 6e9d, cbde, ecaade2014_070g16, caadria2016_693b30, ijac201412205e4, d200, a0b4, 708f, 8d42, a221, ijac201513103u2, e98c, 6d3e, 4f32, 8d01, 0395, 375c, acadia14_63w, 6b25, ecaade2016_127x34, 6adf, acadia14_339w, 3c42, e2ae, e3a3, sigradi2016_625b, ascaad2014_024h5, b2e8, c7be, 27ed, 1975, b66d, 43ae, caadria2015_014o2, fd30, f1a1, ba31, e3cd, 877b, caadria2017_115f30, sigradi2014_282s3, 3011, sigradi2013_304b, ec4b, 074a, bf24, 95e3, 6c0f, 0389, e000, dd71, 1cda, 8071, a6e0, 3a58, ecaade2016_223x58, 1b88, 0faa, e2e9, ijac201614303i2, c192, 2886, 3029, 742d, 32af, 0eb6, 1e4f, 0469, c809, ecaade2014_044j11, sigradi2013_326g, 37c3, sigradi2015_3.209y3, caadria2015_078c11, 4fce, 9638, 124e, 0bf0, ascaad2014_026r6, 91a1, 6e1d, acadia16_424g25, 32d7, 5bb1, ijac201412206u4, 34d9, e88a, 259d, acadia14_229m, 3873, 10d0, caadria2015_030h4, 0113, 7f71, sigradi2016_507uu, 3b7b, dfbe, c4b7, caa8, 9abd, d0c8, 3d55, 9a34, 8577, acadia16_362l22, ecaade2015_143m30, 7ba3, b388, 3dd1, eed6, caadria2015_087y13, 464d, af09, 1484, fc5c, 0f54, caadria2017_030x10, 94ca, e71e, 5575, sigradi2016_479ff, c89f, 7603, fb4e, sigradi2013_401n, 0d19, 9c5d, 20c7, bf0a, 90ac, d6f8, caadria2016_105h5, sigradi2013_425n, sigradi2016_625tt, c013, e05d, 61ab, 19aa, dc09, 1606, 4184, 16e9, e1ab, f763, aeb7, 8768, 684b, d6fb, a3d7, 05aa, edeb, fcd3, 0990, a7f8, 4b9b, ecaade2014_157y38, 533a, 1309, 41b5, 39de, sigradi2016_625ww, 0e0e, 8013, 6042, d07f, 778c, 94fb, 666b, ba09, ijac201412203m2, ecaade2016_230o61, ecaade2014_201d52, acadia14_531p, 67f3, d51b, c164, c78b, 0ff3, 935e, sigradi2016_590m, 6b7b, 3ba1, c0b8, ecaade2015_202p44, ijac201412403g7, 69fa, 61d3, ecaade2015_130m26, 7e49, 413b, 67d9, fab4, ecaade2015_227v49, 0159, sigradi2013_158a, 1e71, f67b, ed34, 5837, ecaade2015_114k22, 1771, 17dc, ef65, d646, 1eac, ae33, acadia16_244w15, abf6, 11c7, 1bf0, f3df, 64b8, 0cf3, 419a, caadria2016_651g28, 90e9, 566c, sigradi2014_330l7, f7f8, dff4, 8854, sigradi2016_461k, 747f, sigradi2013_389m, e592, 2580, 53b1, caadria2017_185t44, acadia14projects_135u, ascaad2014_025m6, 152a, a8af, c56f, c904, 6c6e, 4ac8, c257, 499e, caadria2016_405p17, 1310, 1b28, 7743, e5c4, fbe6, 6a5c, 0fd6, 90f9, 50a7, 9740, 3f22, 52d7, 0b27, 90b1, 0b07, 16e3, 4758, 2811, 5111, c90d, 88e7, ecaade2013r_018i9, bad1, be35, f8b3, 34b2, 5e07, 2862, caadria2016_383n16, dcea, 47be, b25d, ecaade2014_123g28, 23d2, fd4d, acadia14_301b, ecaade2015_233f53, e4b1, 92de, a519, f12f, 337b, 6f11, ascaad2014_019n3, 45a3, 3c41, 591c, 8106, c35c, 976a, 7414, ecaade2014_194s49, ecaade2015_64n13, 44aa, 8c6b, 4e44, 5886, badb, 0890, ecaade2014_168r40, 798b, ba79, a70c, b33c, e381, ecaade2014_192e49, 363f, 5c03, e0f9, b869, 1107, 4d7b, abdf, 0049, e0ba, 83cc, e366, ab83, f587, 04d9, ce83, 62cb, 95c0, 88ff, sigradi2013_295e, 5a40, ecaade2014_072o17, 08a5, sigradi2015_10.74m18, 5196, 3724, acadia14_153b, d3dc, 86bf, c5aa, a878, 6f26, f5dc, 8d29, 6c4f, sigradi2013_100g, c4ef, ac5e, ecaade2015_319i70, ecaade2014_055u13, 2868, a0f3, 0593, 732a, 4987, 3a67, 9860, 3d4a, 7dc9, bdae, caadria2015_023u3, 9d67, 682e, a367, 5183, 7a61, f364, d208, 0d72, c9fd, 82a4, f968, 51d2, c655, 6e5b, a56b, ecaade2016_042b11, 50fd, 89e0, cf7b, e94f, 67d0, 213e, fa93, d188, 7030, 5b8b, 59e1, ijac201513201w5, 773c, aed9, 2520, 4fe5, 889e, 4ef0, 8830, 9a23, c42b, caadria2017_028g10, e922, 9d56, d38e, 04fc, ascaad2016_052g21, 0f8a, ca55, 23c6, 1c85, bade, f2d9, d4c5, ecaade2014_079z18, 8497, 6fa1, d0ce, 4867, 3333, f2b1, ecaade2014_053r13, 298a, d886, 27e1, c7e7, a5f1, 3462, 4ce5, ijac201513205f8, cc3c, ecaade2014_192c49, ed7a, 2ebd, caadria2016_787i33, 0c50, cc2e, 4610, 56df, 48af, ed35, caadria2016_517i22, ecaade2015_59w10, 229a, 96f6, acadia14projects_101ag, b3dd, sigradi2016_417jj, sigradi2013_234d, fdab, 9fbd, 9bb7, 7dbf, b876, f729, 9cfc, 3607, d217, 4cd3, 6d22, a06b, e396, 3984, 99f6, 8290, 03e6, f002, 395d, 2ae1, sigradi2015_4.219z6, 87dc, 6159, 6b86, fc61, e87d, 8d80, bf90, 14d4, ecd1, 73bf, ba6c, 2b38, 1a31, 4bec, ae9a, 107f, 5d89, d178, 731c, d4c2, 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ecaade2016_128h35, sigradi2014_345l8, e13c, cda1, e2b2, bed4, be3c, acadia14_619y, 3569, 69e9, fb21, cdfb, 2985, 7f2f, 2fe1, c74d, a06d, 4b38, sigradi2013_30, 4c11, ecaade2015_256c58, 9206, 07b5, fbf9, ecaade2014_140j31, 8622, acadia14projects_339av, a078, d4e2, f15d, sigradi2016_777bb, caadria2017_110j29, 3184, 3eac, 42f0, 1b8b, e844, 6b0c, a437, 1c26, f593, 1eba, d333, d03d, caadria2017_048l15, 0000, e35e, f4e0, 52d6, c8b7, eca6, 0fc3, cbef, 2cd1, 7628, 3a8e, a04f, 1d26, 1fa4, f7c9, baa7, e005, 4b5f, 3779, 17ec, a937, 3e30, ecaade2014_018o4, acadia15_185m7, 3ff8, acadia14projects_43ab, f505, 8a12, 14a0, afd8, 5b06, ecaade2014_067y15, 326b, acadia15_343r14, bcbe, cea9, a037, 97d1, 022f, acf3, d4db, ecaade2016_130l36, d0f7, 9e6d, 5f33, 2c3e, 8b05, 33d8, 53ce, 0143, f5de, 4046, 0260, 768a, f591, 20e3, 7f4e, 394f, sigradi2015_10.378w22, 6248, cbec, 402a, 0e5f, sigradi2014_074v6, 620a, 986e, 81e6, 4ef6, 3ee2, d8a0, 1937, 33ea, 2d24, b4d7, 42e3, ae56, e800, ecaade2014_030n8, ecaade2016_046b13, 37bf, 430b, 762f, 29b3, 7eaa, faaa, 073b, 921e, 9f7a, e914, 6e94, cd17, 66b7, caadria2015_124c20, 8cae, ef17, c81d, ba2b, d936, ede2, e74d, 7ed9, 0deb, ijac201614201l6, f592, ed1d, 072b, e7c3, acadia14projects_339af, 01ec, 6a3f, 0d9a, 1f72, 855a, f168, 9121, e137, 5ea7, 5b41, 8d36, ecaade2015_253x57, 3bc5, 7f55, b121, 2eca, 3be4, 0261, b65d, ecaade2014_168m41, 586c, 25ff, 1c72, 26a8, 66ab, 42ab, caadria2017_158w39, ijac201513201i5, 2375, a39c, ca0f, 269b, 322d, sigradi2016_778rr, cf46, sigradi2015_9.152w16, 7d50, 59e3, b2ea, 6a8e, 1faa, ascaad2014_001h1, 7a85, 41ef, e883, bff0, baca, 3814, 5fd0, 0496, acadia16_88d6, b179, 3a37, caadria2017_041l13, sigradi2013_326j, a6f9, 2e31, 17e1, e087, 61df, 3f69, 1658, af51, 11b1, 9769, b022, 9c42, ee0f, acadia14projects_463l, ecaade2016_102m28, cf8f, 09e4, f59d, acadia14projects_589h, a115, 4e6a, 1f16, 3b94, 6801, f484, c0de, b7ed, dd78, 6d6d, fcd1, 9b56, 52c0, 34d6, cae1, 1a06, 6a6d, sigradi2016_446j, 4590, 27af, fb74, sigradi2015_3.111i3, 70f2, ecaade2014_177v44, 03da, acadia16_414y24, ecaade2015_222c49, f7bd, 74e8, 90c9, ec87, c4df, 0ca1, 63ce, ac0c, 9bc2, eab7, da10, ijac201412301l5, a742, b46b, 9fc9, ecaade2016_067l16, ba2d, fe36, 560b, 3083, 91a9, 5c1e, 4ad6, bb91, f2ac, cdd8, 422a, 3880, 4514, 32ec, 870f, ascaad2014_017i1, ecaade2016_mrtf66, 9d3e, c9cf, 942d, 6cd1, 6bd7, 0a3d, 78c3, 150e, 5e45, b78a, 92ed, 0637, cc7c, 1d39, 566d, e4f7, a21a, 8e69, 303b, 600f, 063b, fa41, 2ba9, 0dd1, sigradi2015_11.71f24, 7cf3, 1efc, f4b0, 1e04, 17ff, 54d6, fd40, ascaad2016_028m11, caadria2015_109w16, 40bb, 8ac9, c433, baa1, becc, acadia16_432u25, 3fd9, acadia14projects_555g, acadia15_69n2, e0d9, 8ee8, 1d77, ab8d, f182, 14d1, 627f, 0fb3, 8544, 9ab4, 18ed, 211a, 1af2, ascaad2016_045g19, 94b7, 1406, e810, 97ed, ecaade2014_111g25, 974f, 3af2, 42ee, 3ce5, sigradi2015_8.239w13, b0c4, d387, d0ae, 456e, 8a82, 8ea2, ijac201513105p4, 1aec, c694, bd14, ijac201513205o8, a669, 2bee, 3068, 1a89, 5440, 745a, ccd8, 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ecaade2014_192b49, 9d3c, f828, 1942, 1c65, 6985, acadia14_719o, 8b3c, ijac201412205v3, 17c1, e59f, ecaade2015_17u2, 5e04, a088, e915, a83b, 2113, 824c, b4c5, 84b7, ijac201614207x11, acadia14projects_247u, 084d, sigradi2013_359d, 2d23, caadria2016_861u36, ecaade2016_197a52, 6fe5, 385b, acadia15_417g18, 2c7e, e29e, 7457, a5a7, fbda, b145, 24a9, d372, a1a7, 02a0, f321, f721, 5390, 82fa, b354, 4231, ecaade2015_83j16, 30e2, 007d, c644, 9ef1, eabe, ecaade2016_tkov66, 6fc5, af1b, 77ff, e76e, 6244, ijac201412408d3, 5eb9, ecaade2015_74n14, caadria2016_871l37, 9bee, edea, f19e, 7185, 2be9, 8990, 2d28, 19c2, caadria2017_158c40, 92c0, 18c2, ecaade2014_153o37, b46c, acadia14_63c, d542, ace8, d037, sigradi2014_201f7, 8f73, a906, ecaade2014_220j56, e3be, bc68, d9a4, 6bab, 30e7, 7a4a, 5cf8, 966b, a9ef, 9e82, 251e, 6bc0, ecaade2015_83l16, 8593, ebb1, ba5e, b314, e156, 3366, 3e73, 065f, ecaade2015_139b30, 7a1e, 691e, 5d83, ecaade2015_127c25, ecaade2014_218l55, 3003, 3505, fb63, acadia15_110f4, b0d9, 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sigradi2015_8.189t13, a059, ijac201614306x3, 2118, d355, 01dd, 02fb, 15e5, 11a7, 8e6d, efd2, 92b5, sigradi2014_345l9, 8a16, da42, sigradi2015_11.166w25, ijac201412408o2, 70ac, e5d5, 64b6, eb1e, 0d45, b686, 8d05, 3c4a, 7e02, 1d5d, dfae, 230b, 737c, 3c97, ee63, 90d7, 758a, 8225, 8bd3, acadia14_531v, 3465, ijac201412204p3, ecaade2015_110i21, ecaade2014_052n12, caadria2017_033r11, 093d, 08bc, acadia15_203i8, c454, acadia16_98f7, 42b2, acadia14_153h, 0c8f, 01b5, caadria2015_172k26, c800, sigradi2014_197t6, 2ace, ecaade2015_61c12, ecaade2016_006z1, 87c2, de1d, 6838, d7e2, c4ff, f8dd, 781f, 43ec, e95e, aaef, 7c44, ccc4, 3be2, b073, d3a1, 2773, 6553, 80cd, 01d9, ascaad2016_022o8, d32c, f1fc, eec1, acc4, 7800, 58d4, 3db5, ascaad2016_006h3, a30f, 017e, 2217, 4f42, a642, ijac201614405n3, ecaade2014_018s4, a1ea, 7f1c, 8436, sigradi2015_3.221o4, a15b, 3cfc, 2b50, 95a0, 16a6, 022d, 2b13, 6882, ee1e, f359, 4b69, fdd1, ecaade2015_118y23, 6cb0, 2a4b, 0322, 1f2b, 3754, 6ae0, 935d, fbe3, cb1a, ecaade2015_332t71, 73b3, e043, ascaad2016_001d1, 119a, ijac201513202i6, 2272, e2cb, d56e, 030b, 49a8, c550, 2c3d, 2c66, 59a5, e3c7, 8f37, caadria2015_032w4, 4421, 328d, 4085, caadria2015_114h18, af52, 0ace, ecaade2016_015t3, ecaade2014_192x48, 54da, fe65, ecaade2015_158n33, b7d4, ffa9, 257a, 4550, 9d29, 69ac, caadria2016_755r32, 4832, 6fd7, acadia14_579j, 5c8d, acadia14_671z, 2c77, ecaade2016_057s14, 03ca, b0c7, eeb5, bcbc, caadria2017_004u2, c951, ecaade2016_164j46, 7503, 2d32, 5aea, fcbf, 241c, 6dc5, 1b8e, 5451, a3f0, 7edc, 9b04, dbb8, 1cb6, acadia14_497ac, 409c, ecaade2015_171j36, ccb0, ecaade2014_024u7, 1580, 6615, 4026, 63ac, c79e, 07d4, acadia14projects_301j, f202, 765a, 4441, c429, 0a60, 393e, e1ea, 478c, 6c06, 10ba, bd5f, 7cce, 610f, sigradi2015_3.345t5, 5c86, 7140, ecaade2015_77s14, sigradi2015_12.297j28, 6186, 3d51, 5005, 82c2, a554, b88a, ecaade2014_089u21, ijac201412404f8, 7338, 421a, 4a57, 3eaf, acadia14_463t, 4f60, 1791, 64f0, dbd9, ec64, 6ca5, 937b, ecaade2016_037c10, 1886, cf5f, 2577, 5baa, b056, ecaade2016_132m37, acadia14projects_117h, f5c3, 9f8f, 7cd5, 78ed, aece, b736, a671, sigradi2013_405v, fd1a, ecaade2015_172d37, bb31, 4259, a5a2, d4ea, ef74, befd, 6bfe, 9220, acadia14projects_463i, 5776, 7090, 4e54, 626e, 0629, f4fc, ac9b, 4fcc, 3345, sigradi2013_195z, acadia14_63ao, 8395, ecaade2014_128s28, 5298, e9e1, ecaade2016_136i38, 312d, 0174, 5ab0, d088, bfc5, b0b4, 3dda, sigradi2015_3.212i4, sigradi2013_386a, 8f93, caadria2017_118v30, 8bce, sigradi2016_781yy, ecaade2014_111o25, b50d, ecaade2016_167z47, b2cf, f9e0, ecaade2015_320m70, aff1, caadria2016_301r13, 58dd, ecaade2015_129j25, 3165, 4114, ascaad2016_032s12, 946c, ijac201513101l1, 22ed, 3c88, f5b8, 362d, a587, 46e9, ac39, ascaad2014_005t3, acadia14projects_257aa, 8212, 506a, d3dd, 35f3, acadia16_34g3, 31ce, c067, ijac201614207k12, 9967, fa6a, 2e49, b640, ecaade2014_065b15, ecaade2015_209u46, 75e8, ceca, ee1c, 6f10, d511, 1210, eeae, 8d55, 3b78, acadia15_443c19, 752d, 62d0, 5c9b, 2d2d, cad7, sigradi2014_330m7, ecaade2015_211a47, sigradi2014_250p9, e444, 89e9, ef64, fef0, ebe3, ddc2, ascaad2014_025o6, 9318, c2cc, e378, 4f85, e988, e62f, sigradi2016_714ss, ecaade2015_319j70, 7225, 9355, acadia15_333o13, ecaade2016_154i42, ecaade2014_111a25, 2ad9, 0733, 0f36, 6c2d, ecaade2016_025w6, 9045, 8a6c, 74b6, 1357, a9fe, ed95, 03fb, 157a, b341, ecaade2015_201w43, 88fa, 6ab9, 97ec, bd58, db07, df2f, 3c6f, f2ce, 67b8, 24c8, ecaade2015_200t43, 8edc, 3f2e, ecaade2015_269m59, acadia15_232z9, a75f, acadia14_365ag, 17e6, 94a7, bbc3, fb6b, 84bf, f1dd, 1229, 36b0, a398, caadria2017_016t6, caadria2016_003m1, c60c, 8e78, 942a, 055f, 43b1, bdb8, c80e, cff9, fdb8, 58c6, 0fae, bd85, 874a, fe37, 0f9d, 0fd0, 9abf, 9386, 5882, 1326, fc58, 0f3b, fe86, b4a5, efc5, d55a, 6d90, 7619, 6ffd, 95bc, 42e7, 84a1, e0bf, df8a, ecaade2015_61t12, c179, sigradi2016_356d, adce, a0d3, 1bde, 65cd, 9d34, 01c2, 6eeb, 1269, 44a9, 56c8, ijac201513104n3, 5937, acadia14projects_681ai, acadia16_12x1, 5495, e905, fae9, 3ce9, 2c8c, 5d1b, 49b7, 5943, 491f, 1a55, ecaade2016_225d61, 6871, d3ec, f147, fc1b, 86b9, 7c34, acadia16_12v1, ecaade2015_248r56, c431, ecaade2015_81r15, 3878, acadia14projects_189az, e40c, f3fa, acadia16_106h8, 42e9, 2554, 9cbf, ecaade2016_071s18, 1351, f9b1, caadria2017_037e12, 43d0, 0210, 5543, sigradi2014_041h3, 01e9, b5d9, caadria2015_073a10, ea60, 978a, 64a6, 97eb, 03a5, 56ba, ecaade2016_144d40, 9ecc, 2e95, ijac201513301x9, fa25, acadia14_291d, 0fd3, ascaad2014_033e1, 2bd7, 7df4, 1ed4, b4f5, 6992, b1c4, 83f6, ecaade2016_ws-afutureo67, sigradi2013_280o, ecaade2014_133r29, f4e1, f368, caadria2017_118j31, acadia14projects_53u, ecaade2014_012r2, acadia16_488x28, caadria2016_703p30, e27a, 08a9, ijac201412301r5, ecaade2014_038s9, 0ade, acadia16_488c29, ecaade2016_118g32, caadria2017_003z1, sigradi2016_382bb, ecaade2014_120m27, c47d, a58d, 374e, 6563, acadia14projects_435ag, 76a8, 5e05, acadia15_469l20, 0280, 37b1, 8ba1, 81db, 0be5, 4a07, sigradi2013_43u, 5643, d9d3, 34fa, bfe8, 14de, 0aa3, ascaad2014_026h7, 8e12, sigradi2016_544e, 58b3, 8063, 2d0b, b106, 1c69, 531c, e6c3, ecaade2015_235m53, 3ab6, ddcf, 73ff, f50d, ecaade2014_237x60, ade2, 7250, acadia14projects_539f, aab6, 2179, ijac201614102s1, f384, caadria2017_131f35, ecaade2014_052j12, 38fe, acadia14projects_627ap, 4449, 3ffe, a1aa, 4616, 069c, 0017, 7364, 013a, 5eb5, 9287, sigradi2015_sp_8.284p30, 9974, 653a, 976d, f056, ecaade2014_015x3, fa66, e5a4, 7136, 5bb7, acadia14projects_375f, 49f0, 2a5b, a483, sigradi2016_615w, 3706, 0e59, f0e0, b9b2, 4fe8, ascaad2014_035z1, 853b, ecaade2016_021t5, acadia14_681an, a4cc, acadia15_137p5, 59f8, 8e55, caadria2017_190m45, 2ab9, e5ad, 9735, b87e, 56cb, 84f6, 7742, 329d, 211d, af88, a903, 4de4, 427f, 24bf, ef1e, 6da7, 6e58, caadria2016_797v33, 8089, 69b4, 82ea, f239, cfed, f712, 2841, f1f0, fb69, f99a, 288f, a9fb, ijac201513105a4, f81b, 9363, 0e4d, 5e93, f7a2, d1f7, 55c4, ecda, d395, b2ff, 8e8f, ecaade2014_104n23, caadria2017_057t19, 1a8f, acadia14_555c, ad1f, 5be5, 3dc0, bcc9, 7bbf, acadia14_365an, a951, 2e9a, f2c5, 88f9, 04e7, 230e, 8be0, caadria2017_142h37, 5515, 5f20, bbd3, 8607, sigradi2015_7.203h10, 5d84, acadia14projects_409o, ecaade2016_230g62, 1c40, c859, 9af8, ijac201614104v3, efdb, 7036, sigradi2016_815z, 4ac0, 17a3, f76d, a8f0, 58ed, 034d, 3bc1, d2e4, f900, 2a96, 80ca, ddd7, 840d, dda7, 7390, aa62, 6e99, caadria2015_023x3, 1de0, ijac201412407e1, sigradi2015_12.107f27, ijac201614207a12, 67a4, 090f, 2959, bc95, 98dc, becb, ee69, e663, 6f4f, b1fd, 7101, c219, caadria2015_010t1, 239f, 3989, 094b, 32b2, 1b3f, 5fdc, 1b26, 341e, 9c43, 0d5a, d18b, 455b, 1701, 24f6, a3d9, 3681, 88f0, ascaad2014_003s1, 916a, 8e96, sigradi2014_345b9, 094e, 19c5, 4b2f, 687c, e96e, 4169, 43f7, sigradi2015_8.186w12, febf, 235c, 79df, 76e1, d48e, b45e, d945, ecaade2015_319h70, ijac201412303l9, acadia14projects_375k, af98, b621, 3ce0, 1d60, f8c4, c13f, 8981, 7473, 41d0, f5eb, 5271, caadria2017_110d29, 10fb, ec2c, 9911, eab3, ebd4, ae16, 6eac, 24d3, ijac201513104e3, dd99, 33b6, ecaade2014_157b39, 3a18, 5205, dcd0, e4ec, c369, ecaade2014_224o56, 431b, 2518, ecaade2016_070r18, d9c2, 4cb4, 157d, a81a, ecaade2014_049y11, 10a1, 554b, a41e, f45b, 3281, 0c25, b752, sigradi2013_152, acadia14_267n, ascaad2016_033y12, 0b92, c225, 8aa3, 2b39, b664, 1d96, 5f96, 3e29, 279c, 4b9c, 476f, 606f, fd20, b973, e6d6, 5f26, 7e81, d987, 7dca, 8d76, 9adb, 5b3c, 8f45, 6318, a0a0, ecaade2015_22x4, 37bc, acadia16_382r23, c16c, fdb9, cd24, 8f36, 7e8d, ijac201614202d8, 12bd, ijac201614202k8, a738, 191e, ddbf, 7944, fbaf, 3094, 71f2, b5bf, 3a1f, 6147, 1995, ca97, 3d0c, ecaade2014_133w29, sigradi2016_426b, 3dc3, 19c0, 5e2a, ca72, 61d1, 758f, c80c, 24e0, 37d3, de30, 4ac4, 52d5, 1d48, 808b, 0602, de1a, 7348, 4275, 01d3, b025, sigradi2013_28p, 73b0, f457, eb90, 9e16, 0de7, caadria2015_164h25, a680, ecaade2014_022b6, 4432, ecaade2014_010i1, sigradi2013_343c, b694, 6f48, ecaade2015_301c66, 5713, d0f0, dc5c, ecaade2014_157e39, 7eb0, caec, ab2f, 97c6, 866c, fb94, ce46, b908, 4de2, 2a65, b56a, dbb7, de8c, e6e8, 5250, ecaade2014_080e19, acadia15_185i7, sigradi2016_383ii, sigradi2014_032l2, bc88, cf07, 674d, 6e4b, 7a04, 1958, 4071, d258, 49f9, 7224, 6195, e429, ecaade2015_172c37, 0c46, 0fdb, 463c, 07f1, f741, sigradi2016_694l, ecaade2016_mrtd66, 8a28, ebeb, 7779, 71ec, 0c6b, 7b9e, d964, 95ec, ecaade2016_075c22, 5848, 44cf, caadria2015_119e19, 7889, 08e8, 3575, 0fd1, 20b3, sigradi2016_690f, 8e4d, 052c, 7118, f7dd, ecaade2014_162u39, 2f97, acadia14projects_267k, sigradi2016_360y, 5ac3, 50ae, ecaade2014_144b33, ascaad2016_039l15, caadria2016_713c31, acadia14projects_579h, dc6a, 5537, 9224, 247e, db5e, e794, 10e1, ascaad2014_018f2, 9723, cb95, sigradi2013_421j, a27a, 6f97, a0db, 696b, dd9e, 0b2a, ecaade2014_030l8, 83b4, 0ebf, 8c3b, 37a8, 6c3c, 4388, a690, bb8c, sigradi2015_10.7k18, 6143, acadia16_12g1, a7b3, ff6d, 762e, abd2, 4e31, 47a0, b3bf, a3e8, 46a5, 6ed8, 20d2, 2c7a, 9609, b67e, b117, a7ef, 285c, caadria2015_087s13, cf80, dbe0, 2f23, 3528, sigradi2013_303j, 179e, caadria2017_127f34, 33b8, 06ad, 2fab, cd00, d199, e723, 85b0, d825, acadia14projects_291c, ba6b, sigradi2016_625rr, 2124, ecaade2015_251p57, b65e, 1edd, 8dde, acadia14projects_681as, 313c, e7c0, acadia14_339x, d53c, e4bd, 1bd5, 1e10, 5079, 0b26, ecaade2014_149s34, 8766, a533, 4914, 0e8d, 85cd, 01a4, ecaade2016_198p52, caadria2017_058g20, f2ea, bec5, de21, 2d78, 24a6, 161a, sigradi2015_10.377s22, e61c, acadia16_344o21, 07ac, f29f, acadia16_154n11, ae62, 0bc3, 6485, 4715, 5d1c, 0e1d, ecaade2015_319b70, c34d, sigradi2015_8.81u11, e985, 5e03, 4489, 3f64, 14ed, c38d, a6b1, 920f, fc78, 7744, 60f8, 8dfd, 054a, 473a, 916f, 0296, a27c, 8332, 178f, 7f02, 3231, 324b, 432c, caadria2017_118r30, bfd3, 052d, daac, acadia15_323g13, ascaad2014_005j3, 418d, faa0, e7aa, a9f0, ecaade2015_59m11, efc7, 2453, f5a8, 4bee, 3a93, acadia14_589d, 0f1f, 037e, 8e16, 6c4d, f756, f4f9, 04fe, acadia14projects_565n, 0fe7, sigradi2013_244o, baad, 0f48, ecdc, sigradi2016_732h, sigradi2016_625yy, fd0c, b6a0, 80b3, 3d93, 6431, 17eb, ijac201513305k12, ijac201614408h5, 8b29, 0ee6, caadria2017_135f36, 0a24, e4a3, sigradi2016_685mm, d718, sigradi2014_052p5, 5e52, 21f9, ecaade2016_011z2, 7456, 7fff, 9226, 1241, 51a0, ascaad2014_008w4, acadia14_135o, d721, 95d2, fea0, 7ad1, 2782, ae24, b19b, 9520, f420, 8632, ecaade2015_176z37, 161d, 7305, 1985, baf4, caadria2016_579i24, 3d72, d883, ecaade2014_192g49, ascaad2016_038u14, 2e3c, b651, ijac201614103l3, 73e4, 78bd, caadria2016_333s14, cee8, 7e33, ed55, 6606, 2d4a, a147, 4937, cd4f, b601, ijac201412402k5, aa2b, acadia14projects_389aw, d493, 08d2, 12e8, 0456, 1362, 0e36, 0cc5, sigradi2015_3.11g2, sigradi2013_397j, ecaade2014_144z32, 38b5, 6641, becd, sigradi2015_sp_8.284l30, acadia14projects_135t, f186, ecaade2016_071o19, 56b5, 6aa5, 2c83, abec, fdad, f086, b9c5, f404, 8700, c3df, caadria2017_041o13, 0524, debb, d385, d94a, 65f4, b163, bec0, 3753, bf41, d9ca, e421, c4a6, sigradi2013_425, 5994, 2733, bdec, ebf6, 8a8b, 51b4, b3ae, 0cc1, 8503, 9ca9, fedf, bd09, acadia16_236h15, bc3e, 7e1c, 8ee6, ba18, 80c4, ad74, 56f1, sigradi2015_3.268m5, 03f6, cad8, a49a, 95a9, 2653, 602c, cc10, f270, deb3, bc42, da34, acadia14_135u, 3027, 8bbe, ascaad2016_057n22, 80a4, ascaad2016_029z11, 1f7d, edf3, ijac201513303r10, 2cc9, 9968, sigradi2014_164j4, ecaade2014_070i16, b6ab, 076d, a4ba, f541, ea4e, eed2, 559a, 2282, ijac201412303z8, 6565, 3f90, 0acf, 3f0d, acadia15_223b9, 081f, 18d9, acadia14_63a, sigradi2014_030a2, d2a5, 92ef, bf84, 2bfe, 960d, 3396, bd62, 9c3b, acadia14projects_699m, ad40, 2f40, 7f03, 80fa, 0274, d13f, cfc3, 9aca, ecaade2015_285j62, 00cb, 0330, 18a1, f0f8, 9207, 18b0, 43c4, ecaade2014_133s29, ecaade2016_185f50, 7bbd, ab16, sigradi2013_359f, eb53, 7a6a, c768, caadria2016_249j11, 9c7d, 9280, 23a1, sigradi2013_212r, 8b69, 0650, caadria2017_096a27, 2d95, a2ee, e754, e5bd, bfec, adf0, dea5, 7b63, 9a9c, eade, 5698, 5ff7, 7f50, 568a, 77b6, 41a2, 63b5, 1330, 1877, 1474, 34b9, 79c6, f970, 6cd6, f811, 655f, ijac201614203o8, ecaade2015_253y57, 4ef4, 9986, 8a69, 7000, b338, ecaade2015_33b6, e318, 37f3, 4906, 1e01, bf9a, 9852, d93d, 2ba1, c3a5, 4b4b, 14da, 4414, 2e6f, e1fb, 99a4, ddc6, 28ed, sigradi2015_3.11c2, acadia14_153i, d9ac, 1600, f98d, sigradi2015_3.268d5, 7b8b, 80b6, c9c5, sigradi2015_9.168e17, 1946, 1755, 227a, 0618, caadria2017_037a12, 3c58, de7c, 5684, acadia15_173r6, ecaade2014_144x32, e431, 90ce, ed07, acadia16_280n17, 8a70, sigradi2016_807kk, ab03, 3bbb, de25, fef3, 2262, ecaade2015_138z27, 5acb, caadria2016_157n6, 51b0, 7ea2, b56c, acadia14_189aj, 930a, 678a, acadia15_185a7, 64e2, 5fa6, 5ee6, ddac, 00fb, f0b3, 7492, ea9e, ascaad2014_009f5, 29f9, sigradi2013_285, dc11, 5366, 2ba2, ecaade2016_ws-dheritaget67, 2dec, 1c10, ebd6, b677, 74b7, 6714, 1540, 39b7, ec97, 52d8, acadia14projects_71u, 2195, fdfe, acadia14_311v, 8f15, sigradi2014_074n6, db77, 35f8, c7c0, f4ae, c28a, 7133, ecaade2015_225j49, 1bbc, b55a, 7d9d, bff1, e4c8, ecaade2015_336e73, cf67, fb3a, 9385, 8a8c, 57e9, 7e7e, 40e1, f0ba, acadia16_106g8, 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