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 b92c
authors Derix, Christian
year 2012
title Digital Masterplanning: Computing Urban Design
source In Urban Design and Planning: Institution of Civil Engineers, Thomas Telford Publishers, ahead-of-print
summary The digital revolution has finally reached urban design as one of the last design communities not very familiar with computing. This is despite the city and geography being the natural fields for systems analogy and digital models of mathematical and statistical simulation were developed in the 60s and 70s for urban planning, much before industrial or architectural design. The recent arrival of urban design simulations is however not as innovative and radical as their 50 year old counterparts since they use computing solely for policy visualization, quantity evaluation or pattern generation. The Computational Design and Research Group [CDR] at Aedas|R&D started in 2007 to develop an open platform of lightweight applications Digital Masterplanning in collaboration with partners from academia and industry to provide methods for urban design, based on computational methods called meta-heuristic algorithms. An attempt to encode empirical knowledge and design assumptions into simulations is described where designers can assemble the resulting applications according to scales and brief into custom workflows.
keywords Spatial Planning, Urban Design, Meta-Heuristic Algorithms, Computational Design
series journal paper
type normal paper
email christian.derix@aedas.com
more http://www.icevirtuallibrary.com/content/article/10.1680/udap.9.00041
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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ecaade2015_332z71, 70dc, aa12, ecaade2015_94c19, be60, a45a, e00f, ecaade2015_64f13, 8bc5, d8ea, bfa4, 0c45, a479, 57ff, ae48, 4598, 13ac, e7a9, a7f0, 1863, ecaade2017_077qq, 0a2d, 0b79, 2fbd, acadia17_364ww, 7460, f21d, a098, ecaade2015_17p2, sigradi2015_10.220c20, 3f96, c6b6, c621, 369c, ecaade2014_195n50, caadria2017_118j31, a540, cef2, ecaade2016_238r63, acadia17_600dd, ecaade2016_225k60, 45ba, 1add, 2c78, 1306, 8670, 80d0, 2d69, ec5a, 75c4, e3ed, c4d4, adf9, ecaade2015_215m47, ecaade2016_185f50, 5ee6, 690a, 363d, 65ed, 0d6b, 495f, 663a, 416e, 22b1, 2d06, 70c8, 244d, e9f8, sigradi2015_3.268o5, 2193, 616f, 1727, fe04, 7900, a855, db80, 1453, e782, acadia14_681al, ecaade2017_215yy, ecaade2017_161ww, 3292, 7641, abc4, caadria2017_048y15, d475, ecaade2016_140m39, ab63, 7ffa, sigradi2015_8.264g14, 33e4, 2057, ecaade2017_148e, 9a57, acadia15_333y13, 3eb3, ecaade2015_286c63, 236a, f00d, 9e7f, bd6b, 1599, 8c5e, c3dd, e564, sigradi2013_234f, a474, ecaade2016_013j3, 15bc, d6fc, 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sigradi2015_10.307f21, 30f6, acadia17_426a, d9f1, fa39, e55a, 0a0d, 163b, 71f4, e014, 771b, b83a, cb0b, 3104, f6da, 4ddc, e3cd, a54e, ecaade2017_146cc, 2622, e372, a3f3, sigradi2013_244m, 436c, 420c, ef4c, ijac201513103v2, 5d73, ecaade2017_157ll, 991c, 9f45, 1dd1, acadia17_26b, acadia16_124b9, b397, 3a6e, e179, caadria2016_851x35, 8495, 74fd, ecaade2016_084i24, 5134, 7082, db56, 3327, 2bdc, 7368, ae24, 400f, 03c9, 8656, c1e8, ijac201412303z7, ecaade2015_138d28, 68e2, 6d38, 1652, 56ce, 694f, caadria2017_048t15, 7b8c, 6442, 3c64, 61f2, 87db, 6284, 5e80, ecaade2017_199oo, ecaade2014_153k37, b7d0, acadia15_137o5, b601, d9e7, af6c, 4a25, 0eee, a159, b4e6, acadia14projects_81p, ecaade2017_059ww, f471, 9117, 2210, 29b3, 1ccd, 765b, d4a5, 09bc, d5a8, beaf, ecaade2015_53s8, 0e6f, 2356, 055b, b702, caadria2017_174x42, 6afe, a72e, fe1a, sigradi2014_114k9, 11fd, 7a32, 3ffb, 85b0, 33c3, 0cb4, 882b, ecaade2017_203oo, 7972, 1c98, 76d2, 3ca4, 0028, 5320, ecaade2014_197g51, caadria2015_096i15, 28ad, 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dbe2, 388e, 5955, caadria2017_041z12, 0cb5, a5b7, cf00, 796a, 60ea, 170d, e2ca, ce80, ecaade2016_078l23, 70e4, 82aa, 320e, 1557, 14de, 09fc, 7ad6, 6a36, 4c98, 0826, 7185, 844e, 2f48, 18e0, d596, 2f71, 3fb9, 8cff, 5417, 2f5b, e830, acf2, ecaade2014_226c59, 7e6b, ecaade2017_213c, caadria2017_113a30, acadia16_154i11, acadia15_232o9, ecaade2015_317i69, ecaade2016_238n63, 01b4, 063a, sigradi2016_440ff, 3d67, dda9, ecaade2017_053r, c406, sigradi2014_266d2, ecaade2016_230t62, sigradi2016_815kk, 21e4, 737f, acadia17_189jj, 86a3, daef, b301, 28fd, f924, caadria2016_147l6, caadria2016_415z17, acadia17_598tt, e4df, ecaade2013r_003o2, 0166, 6dba, 4bcb, sigradi2016_448ff, 24bd, c9fd, b773, ecaade2017_184ff, 1338, 041a, 796d, 3d8f, fed5, 8483, 6554, acadia14_125aa, ascaad2014_010m5, 2cb2, ecaade2016_068p17, 49e0, 7ce3, 1ab3, 9edc, 1455, bbef, ecaade2017_291t, 3604, sigradi2016_614y, b7ec, acadia16_154f11, acadia17_72f, ecaade2017_099yy, f551, 1173, 7583, f90e, 0c05, 8ec1, 4f5b, d5d3, 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acadia14_189at, 804b, 6fad, a3fd, ecaade2015_170r35, 3557, 9356, acadia14projects_375f, b150, sigradi2013_74d, acadia17_154hh, a1bf, 76a0, f7b2, 3330, cb33, baa6, 40fe, bf8e, ff58, 468c, edec, d98a, 5d83, fa71, 4a5b, ijac201513102u1, 496a, 2f76, acadia17_284j, 6f27, d979, acadia17_70ii, a383, 47d6, ijac201614208u12, 4120, 510d, 625d, ecaade2017_026uu, 6fa1, acadia14_135r, bba1, ecaade2017_051s, 4d50, 255a, acadia17_350tt, 905a, 336b, ecaade2014_085g20, 2a84, 2cb8, sigradi2014_313x5, 9669, ee3f, 7dbe, 19b3, ijac201614402u1, acadia14projects_497w, 2a20, ijac201614103s3, ecaade2014_070r16, sigradi2014_232v8, 5ae1, a718, 287d, 63e1, df2d, 6e4d, caadria2015_178y26, 978c, 905c, 6f66, 4b95, 7395, 24f0, a5fc, acadia17_154q, 2113, 8adf, 3ffc, sigradi2016_534ll, 590d, 50b4, bc25, d111, 9c15, 8c17, c152, 9563, 534f, 0aa0, ijac201412402i4, 2bbb, ecaade2016_127g35, 0713, 3074, ecaade2015_229r51, sigradi2015_10.138v18, ecaade2014_163x39, 00a2, 905b, ebfc, ijac201614202t7, 5000, fac3, b76f, 44cd, ijac201715106j, bd4c, acadia14projects_301d, 012f, 3645, ecaade2017_208p, e346, 87b8, acadia17_62dd, a55b, f25d, 88c3, 94e5, sigradi2015_10.74n18, 1f30, caff, e823, 90b4, 98b0, 523b, ecaade2014_052v12, c556, caadria2017_005o3, af15, 27b7, 32ba, dd06, 7665, 6308, 03f0, bf21, 097e, 019f, 3715, aa27, acadia17_502c, a988, d70a, 58ac, d31d, 238f, d6e0, 8b52, 349c, 55fc, 5dca, caadria2016_435o18, f5b6, 0dc4, 0f25, 15da, c94e, 3bd2, caadria2016_851e36, ba3a, 5679, 2161, c929, 5455, b0e3, acadia17_322g, sigradi2016_534zz, b28e, afaa, caadria2017_043c14, ecaade2017_291u, ecaade2015_286b63, f745, 3df9, c990, 8a41, ijac201614105e5, ecaade2017_047o, 53fc, bb15, ecaade2014_016g4, ascaad2016_045s18, a7e0, 4314, dd1b, e41e, acadia17_640p, sigradi2015_6.151d8, 4b7d, 8380, 35b4, 17dc, d9aa, 55c7, ecaade2016_106h29, 56b8, acadia16_214e14, a7d0, ascaad2014_022p4, aaf8, 8855, 747a, 8b3d, 8952, acadia17_318i, 32b2, 9523, b29a, e3f8, 5c6c, acadia17_145qq, 9711, ecaade2015_194r40, sigradi2015_8.81r11, d508, sigradi2015_3.221r4, ecaade2017_028n, 4401, 25a7, ecaade2017_255g, ecaade2017_009cc, b966, 104d, dfc9, f1f1, 646c, f489, d4a6, b784, a07d, ijac201614402s1, 1f96, 3e93, adc9, a1ff, d16f, 3b79, 2e66, bc99, acadia14projects_23aa, 76ca, 56b3, ecaade2017_156y, 276b, 41bf, 5712, d897, eb56, ascaad2014_017p1, 191b, 8407, bf34, b5ce, 68ee, a360, 0a5d, d5f4, acadia14projects_267g, e0f5, 5c27, ecaade2015_285v62, 04d8, 8494, cb95, b65d, 534c, de61, 9f88, a02d, ecaade2015_73h14, 1c39, ecaade2016_062g15, 9d59, ecaade2014_140j31, 9c6e, 1e79, b637, 0dc8, 9d0d, 281c, acadia17_169b, ecaade2015_100y19, d726, b8e8, 216b, bd2d, ecaade2015_21r3, 594a, acadia17_231j, 259f, 8295, ecaade2017_073r, 6ec7, 398b, sigradi2016_814n, 5ab5, 0af3, ca01, a6d2, 34d5, ecaade2014_094n22, 3651, acadia16_12x1, a3cb, ecaade2015_103p20, 1de4, 3575, fac8, 0fd5, ecaade2016_151d41, acadia17_71pp, 3d94, ee4c, 3f36, f26e, 41a9, e658, acadia17_81m, 454c, fc91, ijac201412303f8, 857c, 8385, af65, 65da, ecaade2016_023o6, ijac201614104c4, 64bc, d07a, 99e9, ecaade2016_129o35, acadia14_627av, bf4e, 9075, 7b71, 59fb, f505, 5635, 7ae3, 5e71, 9ec3, 8157, ccf1, 825e, 63d2, f0b4, f3ba, f546, c47e, 8cf4, bcc2, b0e7, 094b, c9ff, aa06, df36, 59d2, 0d8e, 25dd, 01e3, 5d2c, 041b, cd33, 4226, cec0, 7e44, 5ca0, ecaade2015_329k71, 7f34, 179d, debf, acadia17_520f, 7fb6, caadria2016_819t34, 9a50, b27f, 1d32, 1d29, 9e02, 14bf, 6c05, 42af, fc7b, b318, 3f02, b112, 7c12, 63ec, a1d4, 56ac, da44, d1fd, d696, be16, 8b66, 928a, 299c, 080a, 2606, ecaade2014_071x16, 4635, d88d, 48c3, sigradi2016_450ww, e6dd, f116, acadia14projects_145k, dfc3, 5842, acadia17_38ll, ecaade2015_178e38, 0092, 1724, b302, af94, b1dd, fdb5, f6ee, ascaad2016_045p18, 1f64, sigradi2014_299d5, sigradi2013_326e, ecaade2014_018v4, c117, b2ec, sigradi2016_737cc, 8c27, 19f4, ecaade2015_241o55, ecaade2015_171u36, acadia17_403h, ijac201715106bb, caadria2015_246b36, ecaade2014_233a60, 01ad, ecaade2014_138d30, c5be, ad8c, sigradi2013_215, 987b, b1c2, 3a4e, 452e, 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acadia16_488x28, ce33, d13c, 538d, 982b, ecaade2016_140j39, sigradi2016_817p, f41d, 7d98, 6ff9, e105, fb99, 26bd, f37b, bc96, caadria2015_033b5, 5a38, f8b6, 8155, be59, c86a, d999, 6570, ijac201412303v8, f998, f2f2, 8395, 5b55, cc9a, 87e9, 31fe, a31a, ecaade2016_152a42, a707, b9f0, 09f4, 6608, a419, ecaade2017_189vv, 6d7d, sigradi2016_595mm, c138, ascaad2016_019t7, cf83, caadria2016_177e8, 1810, acadia15_173u6, d43a, ijac201614307e4, 1c4b, 85a1, caadria2015_137k22, 671c, 84c0, b356, 3b6b, a6c7, ecaade2015_55c10, 3a66, a576, ecaade2015_27u5, a89c, 5993, acadia17_570gg, f4cc, c3a6, 9414, 7f9f, f454, acadia16_116x8, ecaade2017_006v, 006e, 35b3, caadria2016_425g18, ecaade2014_230o59, 69ce, 739b, a90d, c651, 91d6, 9d54, ascaad2016_003t1, 166d, 2049, acadia14_661o, acadia17_70gg, acadia17_678gg, 33d9, 645e, db7b, acadia14_229l, 9261, caadria2015_137n22, fa09, bf38, b6a7, a79f, 06ca, caadria2016_601i25, ecaade2014_052k13, 7567, fe12, acadia17_522gg, 9862, 9f40, ceaf, 12de, cce7, 55f3, acadia17_403i, 77b8, ecaade2016_079s23, ecaade2015_285d62, caadria2016_105w4, acadia16_88a7, sigradi2013_429k, ecaade2014_089p21, bd11, 5df0, e645, 2ebd, eb86, sigradi2015_11.166c26, bf18, a3f6, ecaade2015_22x4, c553, ba0f, 5f18, sigradi2014_097p8, bab4, 4c5d, cad8, 4471, caadria2016_013y1, acadia16_382a24, acadia15_211t8, 4285, 9062, ecaade2016_095h26, 09e3, ee14, 8b51, df6a, acadia14_681aj, 8afe, caadria2017_056y18, ecaade2015_230o52, 9914, 50f1, 1329, 3c96, e441, 23e8, 3666, ecaade2014_133o29, 08b1, caadria2017_095i26, 5856, 51f4, 02b7, 79de, ee10, 41fb, e64d, ecaade2014_010e1, e85f, 8c93, 566c, sigradi2015_sp_2.112l29, f6ad, ddce, 6574, ba0e, 9bb8, 3221, acadia17_178w, e79a, 846e, ec37, fbba, d7a1, 886e, ae27, 5cf9, 781a, 25f2, cefa, 15dc, 54b2, 6b83, fbbc, 7d27, 52af, 15f7, 1d4e, caadria2016_755r32, a08f, 0279, 5727, f90a, 3208, sigradi2015_3.212k4, ecaade2014_168f41, ecaade2017_054mm, 298e, 86a9, b0f8, 83ff, 2d14, 77b4, faed, ijac201614308y4, 39e5, f730, 12ff, sigradi2015_10.140n19, 84f7, ecaade2017_053a, 9fbd, ecaade2016_191d51, 0ae4, 1360, 4fd5, dfed, 9d1a, d9ce, 9f81, 319b, sigradi2016_360p, 81b3, ecaade2017_183dd, a6ed, 7bed, ecaade2013r_001s1, 5f35, sigradi2014_265t1, 32f3, b545, ecaade2015_221t48, ascaad2016_054s21, 9037, 9550, ecaade2015_74l14, 1dd7, 5f48, 64a3, a111, ecaade2015_303s66, 2069, ea21, d087, bc49, c38f, f847, fc60, 2719, 6201, 5ad0, a906, ijac201513101a1, ecaade2016_132l37, 8653, ed9c, sigradi2015_sp_8.6c30, 4d2d, f0b0, 4d00, 4e61, 88d2, caadria2016_663l28, ecaade2014_031r8, 98e6, f74d, a6e3, 6b2f, ecaade2015_200n43, 7051, ascaad2016_057l22, 0751, 1648, d87f, 98b9, sigradi2016_488t, d2bd, sigradi2014_289h4, a038, 957e, bfed, ecaade2015_48h8, 5fa4, 8259, caadria2016_383o16, ad9b, 0a76, ascaad2016_010z4, b496, b794, acadia15_81y2, 91bb, ecaade2017_021g, acadia17_560r, acadia14projects_661b, acadia14projects_375h, 8aa0, fda5, ecaade2017_169hh, a220, ecaade2015_240v54, ijac201513201u5, 6a98, acadia17_403o, 2416, ecaade2017_213g, ascaad2016_043j17, 3bb7, ea8c, ee3e, acadia15_451k19, ecaade2013r_007b5, def4, 419b, ecaade2015_227x50, c45f, 6a1b, 721a, 97eb, c98f, 9f5e, ecaade2016_144m40, 674b, d8a8, e312, c1e3, ecaade2017_002c, 06ea, 1f49, 39c5, 9132, 3de9, b745, ecaade2016_221y56, 7a31, 175b, f3d1, 917f, 296c, c653, 9e0f, 4a9f, acadia14_199ad, f6a1, c727, a0f7, 0478, ecaade2016_106i29, ecaade2013r_015o8, 4bcc, ecaade2014_092a22, a683, 9cd2, 3190, 60ab, 6c06, 1f99, efd4, d5f8, ecaade2015_115a23, 2095, 0138, 5ac0, ecaade2017_140rr, acadia14projects_479a, acadia17_211k, ijac201715105qq, 77ce, 6214, b2d1, 4188, 540b, d332, 77f1, fa7e, 479f, c3d1, ecaade2017_017e, 0aee, acadia17_637k, 0864, caadria2017_056e19, 950c, 2795, 6b95, f098, ijac201412201h1, d349, d442, b5ac, 30d3, a49b, 35f7, sigradi2013_194p, cff5, df3d, caadria2016_579r24, 5706, 860e, ecaade2015_21e4, 8585, 640d, e056, 1e98, 7b96, dbc9, acadia14_389e, acadia15_323y12, f59f, acadia17_424pp, 630e, 3750, sigradi2016_383ii, 347a, 872b, bfee, 6f20, c041, 5234, acadia16_414y24, caadria2015_061j7, 52c3, ca8a, 46a6, 2037, 26bb, caadria2017_189b45, acadia17_349p, 39c2, 05a5, ecaade2016_072h20, 3d9a, c63e, 7efc, 521e, 29a5, 75c1, ad0a, 4eca, eefb, 94af, 9099, ijac201513301z9, 1db6, ecba, e62e, ae98, fb0a, e3f4, 0f69, d29c, 9a03, 26f1, aed4, ef6d, 301a, e9d2, e566, d6ca, 04ac, acadia17_257a, caadria2017_190z45, 29be, c9e7, ecaade2016_042u11, c484, acadia17_51xx, 9cd8, f035, f3a1, ijac201412205f4, 1b48, 6f22, 90f4, d4d4, 9f16, 1f9b, a155, 6bad, 5720, 17d3, acadia17_212ll, dcda, dc72, a800, acadia14projects_609av, acadia17_284k, 74f2, 3c25, b181, 6955, 91c2, caadria2016_343o15, acadia14_43ag, bdd3, fcde, ba90, fff2, 3c7e, 9351, caadria2016_683n29, 70d1, 5fc4, d54e, ecaade2015_138l29, 2062, 3195, cf09, 0d01, 8753, fba4, db97, ae88, b29c, bc70, 87dc, 7cf6, fbc0, acadia17_202i, d06c, 67fa, 0e8d, a23f, 274b, ijac201614203a9, f3dc, 77d7, sigradi2015_13.316x28, ced2, caadria2016_157w6, ijac201614201c7, 8a8a, ca84, cddf, acadia17_274a, 3514, ec13, f01d, 65f2, 0176, f86e, cab0, edef, sigradi2015_11.142a25, dfa5, 8d90, 02d6, 37f8, a07c, acadia15_185g7, ijac201412408e2, 7cff, sigradi2015_3.212j4, 6837, caadria2017_113s29, f152, 0711, d2c2, 2df2, ca9e, 60cb, ijac201513205p8, caadria2016_745y31, d48d, ebd7, 91ed, cc26, cc60, 57f0, caadria2015_208s30, 7cb2, 8d9a, dda7, 8cc1, 442b, 3cf7, a7f8, ascaad2016_009n4, f2ea, fb50, ecaade2016_203l53, af5c, a8fc, 47f4, a0c5, 5dcc, b7c9, c402, sigradi2015_8.264l14, 42c4, ecaade2017_291v, b599, 9232, 1451, ecaade2017_017r, 0b03, ascaad2016_021d8, 1f5e, e87b, caadria2017_124d33, ecaade2017_117cc, c16e, 4999, b6ba, 3b3b, e9c0, 7008, 31aa, f34b, af41, ef56, c510, 9d77, 6625, sigradi2016_654d, fa19, 8f54, 5e74, caadria2016_651g28, e68b, 7275, 9c87, 5f43, d039, 455c, acadia14projects_445af, e338, sigradi2014_189l6, d24b, 2375, 21dd, 9675, ecaade2015_205c45, 1bbd, b73f, bf51, 46ea, 914b, 699e, 63a0, 0504, 470b, 0e33, aa63, ecaade2016_073v20, e921, acadia14_135ac, 4907, 92ad, 433f, ecaade2015_13l1, 25c4, d43e, b370, dcf4, ecaade2015_48y7, 11f8, 96ca, 7c2e, ecaade2015_21h4, f68c, ecaade2015_92t18, caadria2015_213i33, 9432, 778b, 7564, ecaade2017_144t, fd35, 3584, dce2, 9ffd, c92a, c224, a673, dda4, ea1d, 9e87, da24, 7f8f, 3597, fae7, caadria2017_054c18, ecaade2015_227t49, 6dd5, 0fee, 1721, e37b, 9328, 8af3, 3753, ecaade2017_157ee, acadia16_372y22, 81f1, 0498, 8ef6, 093e, 8ac0, b5d4, ecaade2017_124p, 9d46, 45a0, db74, acadia16_154k11, 107e, 8be5, 613b, dfb0, ijac201715202tt, be44, ffa3, a8ec, f773, fff4, f8ca, 5be5, 581e, ijac201614407z4, ecaade2016_095j26, sigradi2016_781yy, dac9, 828a, 1fae, 70ba, 6bd8, 1043, ecaade2015_35a7, ijac201715201u, 8169, 9df5, ecaade2017_308ff, acadia14_661c, 1d07, 182a, 389d, 9d55, a2a6, d21e, d276, a77b, 7261, 120c, acadia16_402l24, 31ab, e432, ecaade2016_094v25, 9615, ascaad2014_009h5, e969, c5d2, 908b, a323, ijac201614207g11, 559f, acadia17_445u, ad55, e080, e0a6, cb2b, 5c36, 3b6e, 7f81, e73f, 86a0, acadia17_28w, 9bf8, e79e, b1fd, 45f8, 1ff7, 627a, caadria2016_435j18, 183e, 8f9c, ijac201614401d1, 3f09, caadria2017_051u16, ecaade2014_220e56, af8f, 748a, 3012, 94eb, 7bdb, 933b, e2f8, ijac201715104hh, 80b7, 532d, 3cb4, d391, 17f2, 6bd6, 6c90, 1267, ac4b, d727, ecaade2016_230s61, 552b, 7d30, ecaade2017_019yy, f841, e978, 9ca4, 5589, 9399, a414, 03e9, b597, 9e38, acadia17_220u, 89a2, acadia14projects_229j, ecaade2014_240b62, e31e, 09da, caadria2017_031i11, 7e68, dd27, 7c38, acadia14projects_473au, d7a4, ijac201412408m1, d1c4, ecaade2015_284r61, 0f60, acadia17_137rr, 0a79, d871, 98ba, 17f6, ae16, ecaade2017_301s, 93fd, 620b, bc12, 23fb, acadia14_719k, ecaade2014_202n52, 23d6, acadia14projects_647ay, 6dd3, 7aef, ecaade2017_210w, 9966, acadia17_544d, 2194, c2ed, 0ce1, ecaade2017_198c, sigradi2016_534uu, c51d, 47b6, be8d, 34f4, 5c9b, 5e8e, 8b81, acadia17_26h, 6725, ecaade2015_215u47, 1d3e, d993, 8d93, f72d, sigradi2016_809tt, 0c19, acadia17_414gg, ac7f, 9245, 6748, 6b0d, 7cc4, ecaade2016_167t47, 1c03, 48ae, e339, ecaade2015_302f66, 4473, 5fca, ecaade2015_336a73, 8896, 506b, 7dc3, f0bb, 1faa, 2347, 8f5c, 2f69, dd6a, acadia14projects_153b, 1da9, e7d6, 8041, 91a6, ecaade2013r_004w3, 6430, caadria2017_124k33, 10cb, d105, 21c2, 9a6b, 3959, 8fad, 7174, c03d, df38, 053a, f7ba, 6a16, acadia15_297e12, ecaade2017_308ee, acadia14_375a, 982c, 0521, 9ebf, 179b, caadria2017_175b43, 6ba2, fbe1, 4939, caadria2017_123c32, a939, 08f4, acadia17_146i, acadia14_189ay, 0f55, 3d2b, 4245, ijac201412402w4, ac85, acadia14_167w, 73cf, 5bb5, 6bfe, acadia15_263v10, 372e, 8643, 47f5, 9a34, d478, d9bc, 137e, 612b, a69b, aa83, ae63, ecaade2017_013oo, c552, a11f, f74c, caadria2015_124y19, caadria2015_070k9, 2065, 74fe, e385, fd87, af14, ijac201614301a1, 6180, cf94, c69b, 78f6, b60d, ef2c, 9de4, 144a, 88e6, f32b, a177, sigradi2016_601ss, acadia16_184s12, c00f, def2, 0680, 29ae, 0b59, ecaade2014_086y20, 8f12, 6315, 9acd, 530b, 76a6, 59a9, 99dd, 2c56, 536c, caadria2017_028c10, acadia17_163kk, c72d, 5870, ecaade2016_073a21, 94cb, e855, ecaade2014_018l4, ijac201715102jj, acadia17_38qq, sigradi2016_417nn, 0343, 45a7, 5c6e, e30f, ecaade2016_021f6, c59a, 0e11, sigradi2014_213m7, f483, 44d3, 2cf5, ecaade2016_191c51, ecaade2016_095a26, caadria2016_311c14, 0ed6, 3cb7, fceb, 8ef3, 252c, 4df8, 2767, sigradi2015_11.142d25, 6191, sigradi2016_571uu, c9c9, a6bb, 80af, 9b32, 1563, 2f14, e171, caadria2015_014m2, acadia15_95i3, 1ce5, ecaade2017_023x, db27, 7bd2, d671, e5fd, 609e, 1a0e, fccf, ecaade2015_61c12, df21, acadia15_57c2, 15be, 0482, 37dd, 299d, 44ef, 3015, 0304, eba1, 1095, 565d, 592e, acadia14projects_33am, e1eb, db67, 9d45, ac2f, 5914, 3352, acadia15_497f22, f37e, 53a4, ijac201412301v6, sigradi2016_814e, 09d1, 7436, acadia14_101m, 192a, cfcb, aa9a, 59f3, 50c3, 04bc, 0db4, caadria2017_158z39, 505f, 681c, 2dab, 8ff8, c10e, cce8, 2d53, fc2b, 654b, 225f, 892e, sigradi2015_11.165z25, 2455, 5fe1, 270d, cf7f, 0a72, c36d, c13a, 94f2, 29f2, 674d, ecaade2017_202n, 437b, acadia17_512m, dcfa, 065d, 812c, d74f, 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ijac201412204i3, d390, b7e6, 1bbc, b26f, 3aae, af8a, 1c07, a3d0, 8841, 06a9, c178, ecaade2017_240p, da80, 6881, 2cf2, 7228, 4b73, 058b, cc64, ijac201513305t12, 84fa, c8ee, 6d75, sigradi2014_232t8, ae0e, ecaade2017_014yy, 5dcf, eb54, bef9, e4b8, acadia14projects_719l, 76d5, ecaade2014_153p37, beed, 0638, 6a09, 89df, 8f34, 3fe1, b9eb, 98bf, e04b, 4900, 6493, 373f, acadia14projects_189ap, acadia14_177n, f071, 2d26, acadia14projects_71t, 30c2, acadia14_479at, 5e86, c022, sigradi2015_8.289e15, ecaade2017_142tt, ea0a, sigradi2016_625e, 53f9, a138, ecaade2015_92l18, sigradi2014_314r6, 8798, 182f, d60f, a33f, 2402, acadia17_290j, b95c, ecaade2014_012t2, 66a0, ecaade2014_153o37, d56c, 3fc5, 4cd4, 6896, 814d, 4db3, cfc4, e103, caadria2017_163a41, 5266, 2c44, b9f5, 6bdf, d0e5, caadria2017_129u34, caadria2015_090b15, 619c, f726, b4ee, 15b2, 7d3c, ijac201513306h13, ecaade2017_038vv, 4713, caadria2017_046v14, e0f0, 9d37, caadria2017_070k22, e258, e060, d63f, be42, caadria2017_189h45, 5708, 3e14, 9850, dccd, 57ab, acadia14_609ai, acadia15_284r11, ecaade2014_035c9, aa90, 61b0, 778e, f8c2, d027, beb8, 07b8, 2fba, 8d5b, 8d0b, 07ca, 4c9d, acadia17_640v, 5467, 19d4, ceff, 63f7, e1fd, 6425, ecaade2017_277jj, a3cf, 5a9a, 4ba8, e1f7, 7df5, 7c75, 640a, 571c, d4d9, 9ae5, ascaad2014_005c3, baec, cd37, ecaade2017_240r, 6d3d, ecaade2014_079z18, acadia14_101ao, f5ea, 61ad, acadia14projects_479m, b4e4, 98c4, 45e8, ijac201614306u3, 74ca, 7d51, ecaade2017_253z, acadia17_491r, ecaade2014_156f38, sigradi2014_157b4, 6a56, 89fc, 075a, 9925, 57f5, 8060, d109, a5e6, 8a3a, 949b, 86ca, 768f, 8ce1, sigradi2014_281j3, 8b92, ecaade2016_108w29, 33c1, 8bba, ffab, bf07, 72a0, e044, fd2a, ecaade2017_098kk, ecaade2017_255m, 6a80, f368, 669f, dd33, 9587, b227, ijac201614302c2, c5e2, 16ce, f91b, b4a2, ac8b, f6ea, ed38, caadria2015_203j29, acadia17_552i, 2bb7, d455, b0aa, 3161, b30f, 3e0d, d916, 5910, 8deb, d88f, c02a, 3c4a, 50f0, 4229, 4d09, 7080, ijac201513203p7, ff5e, 36ef, acadia17_283xx, a2d3, decf, 4674, 675a, d484, 08cd, ecaade2015_284y61, d81d, 65c2, d1f8, 1f70, 42a3, e218, 77cf, 8533, 9a52, 1708, 8cca, 2d78, 04a9, ecaade2014_038y9, 8c60, 03df, aabb, 81bd, bb6a, acadia17_170i, c105, 2496, c742, 5651, f36d, ecaade2016_234y62, ecaade2016_182n49, d310, 45dd, 661d, acadia14projects_301a, a396, 5c2d, 532b, a9bc, f8d9, ecaade2015_227r50, 57e2, 13ef, ecaade2016_025f7, 1c7d, c22c, a5a3, 4c95, fa2c, ecaade2017_134p, ecaade2017_098pp, sigradi2015_3.209d4, 11af, acadia14projects_91u, 98e0, ecaade2015_201a44, d1b3, d901, ecaade2015_278l60, acadia14_463e, 18d7, acadia14_357at, 54f3, 6cf7, 8e95, 84fb, 8b68, 6e9f, 11c8, caadria2017_189f45, 8d30, caadria2017_005l3, 2236, 9111, acadia14projects_311w, acadia17_423gg, 4d28, 09d9, dd35, db62, 7032, ab79, 7d62, 8c14, caadria2015_210g32, ab1f, 981f, f330, 340e, 1d4a, 8975, 545d, c906, aa18, 5f12, 4282, caadria2015_176n26, 07e0, ecaade2016_067p16, cc5f, aa9b, 14d9, 212f, 4ce0, ab80, cbaf, aa48, dc7e, 645d, ed27, ecaade2014_214o54, 3a1d, c874, caadria2017_017k7, 1d53, 7afd, f461, ecaade2017_051cc, 4338, acadia17_339tt, 289d, eb60, sigradi2014_151m3, ecaade2014_163c40, 147f, a90e, 3f4c, faa9, acadia14projects_135k, ed31, ecaade2017_256v, ecaade2017_032r, 0d02, ecaade2017_203vv, e254, caadria2016_167n7, 7d66, sigradi2016_450ss, caadria2016_177y7, 7d3d, 9d10, 5238, f8ed, sigradi2015_8.186m13, ecaade2014_194o49, 7c74, caadria2017_101m27, 9ab5, ecaade2016_028m8, acadia17_670w, 4f42, acadia14projects_435aj, ecaade2014_149b34, ecaade2017_grig, acadia17_170r, 6bf9, 2b98, caadria2017_051w16, abdc, 6fa8, 3c93, c17a, 0383, 06ec, ecaade2014_112d26, e329, f6a5, caadria2016_033t2, 793a, acadia16_62r4, sigradi2016_441mm, caadria2016_457m19, cf59, 9c43, 9be9, 95b1, 77f9, ecaade2016_222m57, 2f22, acadia14_281ae, d71f, e508, ecaade2016_198s52, caadria2017_163t40, ecaade2015_225k49, ebe6, ijac201715204ee, acadia17_560s, a9be, d026, acadia17_618ll, ecaade2016_223h59, d2b5, 1e86, a9ec, f264, caadria2016_135b6, 9688, ijac201715102ll, acadia17_600cc, fe13, bec6, 9eec, 9ae0, 8f6f, 4a48, 5a0b, ecaade2015_86j17, ecaade2017_101x, 0c53, ecaade2015_17m2, e84e, caadria2017_124u33, cb1f, c8e6, b193, 0d5d, fc3a, 8dba, ac6e, 56f7, acadia17_669s, c849, 5df8, ecaade2016_216e55, 0862, bcd8, c235, 0f32, 43fe, 3d11, ascaad2016_035y13, 9ab4, 5aad, ijac201513305g12, c336, 27ac, e6a3, 607a, a195, 8d8c, sigradi2013_248f, 3be1, 7506, 5b01, ecaade2015_221x48, 7161, 0f3a, 461b, c17e, 24e5, 9b8e, 57a2, caadria2017_136k36, cd23, 91e0, 179f, 184d, fbe5, 761f, 3ed7, 2643, 5eec, ecaade2017_099uu, ecaade2015_73b14, 5d59, ecaade2017_037ii, d1ef, 6e24, 7ba0, a1a9, 7788, d89a, 0ff7, 0b26, f01e, acadia14projects_347ar, ascaad2014_029b8, dac2, e8be, acadia17_462hh, c1d7, 87f5, a402, 6e30, ecaade2016_163u45, e14e, caadria2015_060t6, cff3, 72e7, 11e5, 4450, ijac201614307p4, ec7c, 3779, ijac201614303m2, 1738, ecaade2014_230j59, 082b, c1eb, 2b33, b2c2, sigradi2016_512a, 9e80, 734a, 9e57, d820, 37c0, 23b7, ac2a, c12e, ijac201715105d, 0f1c, 98c1, sigradi2015_10.177y19, caadria2015_070i9, 61be, c160, 6ec2, 5e32, caadria2017_070o22, 554c, d8bc, sigradi2016_564kk, e9ff, sigradi2014_057t5, acadia17_374ee, ijac201614208o13, d3e2, b6c6, 9d6f, e99c, 34ab, ecaade2017_157jj, ca27, ecaade2014_195t50, ecaade2014_111a25, c10f, ecaade2015_84u16, 1ec4, ea01, a980, ff3c, sigradi2016_602e, 688f, 6877, acadia17_318k, d068, b125, 3146, 6497, cdd8, sigradi2013_303j, ijac201614104f4, acadia14projects_463p, 14dc, b05c, 3ecd, ca32, 7b02, ecaade2017_301r, sigradi2014_339v7, a084, 225e, caadria2016_383s16, 072c, 8449, acaa, c5a1, c599, 37aa, c819, acadia17_392v, sigradi2015_11.196m26, sigradi2016_817b, 91fc, e0d1, 1029, caadria2015_081m12, b662, a55c, ecaade2014_086p20, 5894, 13cd, f25b, 5db5, 9af9, caadria2016_003i1, 7dd9, 00b1, ascaad2016_002h1, 87a7, c11a, 7074, e236, acadia17_358kk, 0bbe, caadria2016_033z2, 55e1, bde0, cad1, 60d9, 922d, sigradi2016_595oo, 8371, a28f, 209a, be7e, cfd8, b342, 1180, 5473, 6f3e, acadia17_101u, 34bf, 38bf, d6d0, fc1b, ffc8, 9b2e, b532, 4004, e9a4, 08cb, sigradi2015_10.307v20, 31c5, 9444, ecaade2016_139c39, 4876, ecaade2016_025d7, 90c5, 37f2, a5d4, 24b6, 8d3b, e458, b802, 1837, dd38, 4328, 1c28, ecf0, acadia16_34j3, d6ce, ecaade2017_098ss, ecaade2014_168s41, dac8, 482a, 2198, cb98, ecaade2014_224h57, acadia14_719j, 7d3e, 7347, 68f5, 1197, 5d0a, 8150, sigradi2016_807ii, a372, 1748, b5b5, f7bb, sigradi2016_467m, b3fc, a648, ecaade2015_247f56, 4c28, ef08, 1f98, acadia16_478j28, d89c, e920, acadia17_322d, 8c32, ecaade2016_217i55, a350, 92f4, 79ec, 5e22, 93d0, ecaade2017_057hh, d20e, 84a6, 0fd9, 0bb7, sigradi2015_7.203f10, 3c62, 4bc3, 585c, 8069, 1bec, 8ac4, ead6, 7221, db24, 871b, dd5a, ecaade2015_59a11, e6ee, 3872, ecaade2014_108e24, dfa9, acadia17_202s, 7d0a, 5ee5, ec02, 1d74, 7519, 264c, caadria2017_040i12, 397d, 2c0b, 8989, 98f3, ecaade2015_100p19, 372f, edd6, f617, e031, e1b6, 491e, c7ac, c259, 32d1, ecaade2015_217y47, 5f7b, f64b, b653, 31f3, f10a, 7029, bd44, f890, sigradi2013_138t, e02b, f6b3, c8b0, acadia14_189as, 81b8, ijac201412205v3, 850e, c6f4, ecaade2015_235v53, sigradi2014_263d1, sigradi2013_429, 336a, 984c, 1ac6, 7332, ee31, 92e8, 21c0, f145, b324, 8872, 9d35, a557, 3649, 0fea, e970, acadia17_60cc, 9abc, 11aa, acadia14projects_681ao, 542b, d8c9, 4f68, b210, e6f1, f991, 9bc3, a65f, ecaade2016_bkon65, bb24, ecaade2014_204w52, sigradi2016_417mm, ae1d, 2d80, acadia14_317ab, 89c5, 5373, ecaade2014_225p58, acadia14projects_43x, acadia14projects_301f, b192, 9fc2, 41fc, 5fba, df44, 1411, sigradi2016_450zz, 963a, 0cf4, df7b, acadia14_671t, 1b5a, cdee, ecaade2013r_013w7, ecaade2016_224g60, ecaade2017_140pp, 2e87, 66c8, acadia14_463t, 82bc, e43c, ascaad2014_010p5, 9a15, e2c8, f2ba, d8d2, d664, 9dcc, 9d3b, 81df, 0e64, acadia14projects_177x, 72ee, 05a7, ascaad2016_028n11, ecaade2016_058w14, caadria2016_045k3, 5abb, ecaade2015_55d10, ae8d, d411, 28f6, dd16, cff0, 1c5d, 1219, acadia15_371m16, 9f64, e8fd, e8b0, caadria2017_069a22, 4419, 802d, acadia17_154m, afe8, 9511, 2042, da75, 64fb, 5a0f, 8f06, acadia14_339aj, e174, 671f, ecaade2016_224a60, 17fd, ecaade2015_269m59, 9681, cc9f, 4273, 90cb, e6f4, 1025, ijac201715106q, acadia16_382b24, 4c43, 7288, cb87, 8b3b, sigradi2015_12.297e28, 9649, efef, b34d, d96e, ced6, 6130, ijac201614302z1, d295, 75d5, ecaade2017_230uu, ef1f, acadia16_98c7, c2f1, 5cc1, ecaade2014_185t46, a6e6, 8a01, ecaade2016_164j46, 3a58, 02d0, 0930, 2866, 9453, 72b2, 8cde, ascaad2014_024g6, caadria2017_048a16, 9f22, 85a6, acadia16_372i23, 5162, 9504, a08e, ed87, 3ebf, caadria2015_156n24, caadria2017_086j25, 5d57, ba7c, b5d9, 30c4, caadria2016_683v29, 479a, 7767, e45d, 43c2, b710, 1e4b, fdcb, eca6, 08c9, 3849, ecaade2016_213s54, 0b43, ef96, 21e8, 8ec0, 901e, cd9a, 9a1f, 8c83, 3657, a487, 74c6, 207a, fe9e, sigradi2014_132y1, ecaade2017_172y, 3225, acadia14_145n, e1ed, c7cd, adaa, ecaade2015_296p64, b7a9, 5a4c, 2457, ijac201715204z, sigradi2013_117s, 1f94, acadia15_211v8, ecaade2014_086l20, 13dd, 0013, 92b4, ecaade2016_025b7, caadria2015_210l32, b034, 896a, 08fa, acadia14_101aj, d0b0, 2344, ecaade2015_222b49, ecaade2015_297a65, ijac201513102z1, 7acb, 22f3, ecaade2017_201ww, acadia17_464d, b509, 394c, f167, si