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 ecaade2007_143
authors Ulmer, Andreas; Halatsch, Jan; Kunze, Antje; Müller, Pascal; Gool, Luc Van
year 2007
title Procedural Design of Urban Open Spaces
source Predicting the Future [25th eCAADe Conference Proceedings / ISBN 978-0-9541183-6-5] Frankfurt am Main (Germany) 26-29 September 2007, pp. 351-358
summary This paper presents a novel approach for the automatic creation of vegetation scenarios in real or virtual 3D cities in order to simplify the complex design process and time consuming modeling tasks in urban landscape planning. We introduce shape grammars as a practical tool for the rule-based generation of urban open spaces. The automatically generated designs can be used for pre-visualization, master planning, guided design variation and digital content creation in general (e.g. for the entertainment industry). In a first step, we extend the CGA shape grammar by Müller et al. (2006) with urban planning operations. In a second step, we employ the possibilities of shape grammars to encode design patterns (Alexander et al., 1977). Therefore, we propose several examples of design patterns allowing for an intuitive high-level placement of objects common in urban open spaces (e.g. plants). Furthermore, arbitrary interactions between distinct instances of the vegetation and the urban environment can be encoded. With the resulting system, the designer can efficiently vegetate landscape and city parks, alleys, gardens, patios and even single buildings by applying the corresponding shape grammar rules. Our results demonstrate the procedural design process on two practical example scenarios, each one covering a different scale and different contexts of planning. The first example illustrates a derivation of the Garden of Versailles and the second example describes the usage of high-level rule sets to generate a suburbia model.
keywords City modeling, design methodology, generative design, simulation, virtual environments
series eCAADe
email halatsch@arch.ethz.ch, kunze@arch.ethz.ch
full text file.pdf (1,812,343 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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17c4, ecaade2015_265s58, b13f, c473, 7fa3, 4d0b, 49a6, e7b3, sigradi2014_178j5, 3973, 5558, fbff, ba58, 0505, 0f81, dba6, 0cfb, f0d7, ecaade2014_015m3, caadria2016_497b21, 94d1, 3654, 9a95, 9115, ecaade2014_133t29, e139, ecaade2014_218m55, 2cbd, ecaade2015_302m66, df17, c4f6, 6698, d2b1, caadria2017_094u25, a9c3, acadia15_95k3, caadria2015_031r4, 0a0e, 2102, ecaade2016_113u30, 4060, sigradi2013_189m, 7217, 2221, f60b, ac56, a0b3, 457c, 7de5, cdb3, 095f, 32bf, 43c7, 6499, 6e39, caadria2016_631k27, 57b5, caadria2015_122k19, 0d7e, 75a5, 9421, ecaade2016_238k63, b8f6, acadia14projects_311x, 93d0, db4b, ecaade2014_065b15, d33b, sigradi2014_341d8, sigradi2013_158s, 108b, 7cc9, cc6e, d32b, 47e3, ascaad2016_018n7, sigradi2016_407s, fcb0, a1f8, 6f28, 07b8, ecaade2015_268y58, 8b83, sigradi2016_421xx, acadia14projects_177s, 826d, 3112, 5a64, 4ca1, 998c, 86ef, d623, b7a2, 21a8, ef5b, f82d, sigradi2014_015a1, 0dcd, 6bfe, b17a, 5fe0, bb6a, 7c51, f3d4, 89cf, 2249, 894d, 5bdf, caadria2015_206o30, 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acadia14_267j, 0261, cddd, 98bb, 6d76, 90a6, 4b41, 0517, sigradi2014_313r5, 0dc9, sigradi2015_3.111c3, sigradi2016_490w, e8be, 3353, d220, c010, 1d6f, ddae, 22da, 54fd, 3244, 67e8, c1bf, 4fbd, ad4c, ecaade2015_114f22, 0c59, 6ef1, 6713, ca2c, 0615, 4168, 901d, ecaade2015_286d63, 0a2e, 7e22, 0fca, 3cdc, fc45, ascaad2014_026t6, 08ca, 2c1e, 5d84, ascaad2016_054c22, ijac201614101h1, 6402, 19b5, 24ff, e2b5, acadia16_164t11, 0f36, a900, ijac201614206u10, 9657, 6893, 0f66, 4e77, 12b3, b5da, acadia14projects_375j, acadia14_375az, 578d, 8ebd, 766b, 0be4, 4a14, ccca, sigradi2014_045d4, 8e1f, d0aa, 3d79, c403, b761, ecaade2015_241k55, cd86, eee0, 2b93, 2b03, 9b40, 348d, acadia15_137l5, 8e91, ascaad2016_045p18, 3dc8, 677f, ijac201614303h2, 1471, ijac201614303l2, a51b, c7bd, dab2, 908a, sigradi2016_814c, 1bd5, 3062, 9b76, 2901, 4f59, ecaade2014_224w56, 6e2b, f455, ecaade2014_024r7, 8180, a08b, c832, caadria2016_425e18, 9772, b3bf, 175e, 192d, 3c4a, acadia14projects_327d, ecaade2016_215u54, 26a4, 3517, ecaade2014_071y16, 9a05, 48ad, 3f6b, ecaade2016_222c57, 7dfb, c1d1, 588e, 1f56, 8558, 4bc6, 9ead, 957b, c175, sigradi2015_11.34z23, 4c20, 6397, 01eb, 5dd7, sigradi2015_10.378c23, 74db, c561, 3f8f, 59d0, ecaade2016_070p18, 226f, 63b6, b0f4, 162d, 52da, f5b2, 9438, d43b, b22b, 9749, f62b, f925, 33b4, 3474, 4c9a, 8632, sigradi2016_777ff, 62b5, bdb9, 3e90, 070a, 29e1, a487, 91a6, 8c0d, 82c6, 3e2d, 0ee7, 120b, 6000, 63b3, 38e1, 5908, 7d1c, 38b5, 155d, cac4, b200, cdd3, 8df0, 99d7, 75e3, acadia14projects_671j, 341b, b2b9, b029, 1cbf, sigradi2013_155l, ecaade2016_063m15, bf9a, 33e1, da7e, bc39, f371, 2960, caadria2015_033c5, df7f, 080c, 34d0, e9de, 61ac, acadia15_297b12, 64c8, 15b7, a505, 71aa, sigradi2015_sp_8.78j30, 8cec, ecaade2016_169l48, 2962, sigradi2013_244s, 3c14, sigradi2014_185x5, b15d, 6086, 09da, 8a3a, 9ebd, 7689, ecaade2016_073a21, 0191, cea3, 9aa0, 004d, 0082, 96f0, d4cf, 1905, ecaade2015_319a70, sigradi2016_534rr, sigradi2013_152, 23f6, 3430, sigradi2016_534kk, af12, 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c2e1, c7a4, 1cc2, 2a3e, 9e5e, ecaade2015_233d53, e81d, 139c, acc5, acadia14_357ax, 7f91, 704e, 7051, 224d, bf86, 7300, c73a, e497, eb39, c3b3, aab7, c6c9, ascaad2014_026b7, ff28, 8bcb, 92b3, fb63, acadia15_263d11, 262a, 82e8, acadia15_483e21, acadia14projects_565ag, 1bb6, f049, fd5d, ijac201412303b9, 0163, 13b8, ijac201412408l1, 6078, ecaade2014_149e34, d7f6, 4343, ijac201614302j1, be78, ecae, acadia16_478t27, acadia16_224l14, 22e6, ijac201412304x9, 75db, 8ed8, 143a, 7457, 1ad1, 5af2, ecaade2014_086m20, 3119, 3102, 21bb, cb42, 9063, caadria2016_259o11, 5a6b, 857b, f88b, cc92, ecaade2014_168c42, ascaad2016_038w14, 1a54, 7a4d, ac1f, 48a0, cf9e, ecaade2015_206l45, ecaade2016_158d43, 1521, ecaade2016_129g36, 1f3b, 833a, ecaade2013r_018i9, d1ad, 2c38, caadria2015_203b29, ascaad2016_026s10, 827b, ecaade2014_195y50, 570b, 10ba, 354f, e463, 72c4, c3b1, 2694, 33d4, 17f4, f104, f1c1, ddbd, ecaade2015_55p10, acadia16_24r2, 93a9, c4b7, e179, e473, d3d6, 4cbb, 6210, 3890, cb7e, e555, c30a, a309, 4c51, 1f5e, 31b8, sigradi2015_sp_11.303r31, bc02, ee2c, 489b, sigradi2016_659r, af04, acadia15_110a4, 75b7, 8120, e46c, 8af2, 4621, ecaade2015_302o66, 9581, c987, bb37, f5b6, acadia14projects_177ah, f491, e464, d83e, b4f5, 9bd3, bcd1, 8ce5, 0c7a, 9bad, c2cc, ac5d, 7f45, 8c1c, ad80, e2db, accb, ba8a, e15c, 3cff, d7cd, 4d04, 0d93, 70eb, 67d7, 8ba7, efd4, 8559, 8efc, 8fd1, acadia14_479u, 2095, sigradi2014_049e5, ea26, 5a79, d328, 027f, d141, 30fb, 8e3a, 5a72, 1116, a793, 1d4f, 1673, f0f2, 6cd3, a140, acadia15_223i9, 9943, ae59, 95d9, ecaade2016_162i44, 9014, 838f, c467, sigradi2016_674ii, 13d0, 5177, a2ae, 1e60, 68e9, ecaade2015_304g67, 0b1b, sigradi2013_315, ecaade2016_033i9, 5324, fed1, sigradi2016_752pp, ijac201614303k2, e5ee, 19f8, d2e6, 6fdb, a3c7, 0c2d, ecaade2016_080w23, ab02, ascaad2014_014v7, 1ae6, cf9c, 3cc8, 3338, 4bfa, ecaade2015_127f25, 0945, b4c3, 7185, 76a4, acadia16_196g13, ee1c, 0b37, c3be, acadia14projects_671y, 21aa, ee7a, 0a28, ijac201614105y4, 5dec, c4d5, 275c, 3d83, 10d1, ijac201513201d6, aa4f, fb81, ee33, 45e6, ddb1, a4bc, ecaade2016_230i62, 62de, 106c, sigradi2015_11.136j24, 196d, caadria2015_114j18, 1c1e, 4052, b4c6, 1cfb, f4b0, 5090, 7815, 5d37, ascaad2016_007m3, sigradi2014_045w3, 133d, e13f, caadria2015_157v24, 7a0b, 1e42, ceab, c95c, 78bf, caadria2015_090x14, e285, c4d8, c358, 4215, ecaade2016_037u9, 9cd9, ecaade2016_223l59, 4ea0, eaf3, 1083, sigradi2013_138l, sigradi2015_8.186j13, 2db9, e939, 7eb9, 1a40, c0ee, 7c63, 9402, caadria2017_048r15, caadria2017_158z39, 3c50, 187c, 99cb, sigradi2015_3.43l2, 49ed, c3b5, 31ff, db6b, 3646, 9840, 7e18, 9eb7, 770d, a0b1, sigradi2015_10.378d23, 126b, 939b, ab68, ee24, aab3, 965b, e577, f023, sigradi2015_10.307k21, 7b8c, 4ae6, ce0f, 0775, f64b, 5ad5, ab48, 2a55, acadia14projects_219f, 398b, f43a, ecaade2014_175p43, 00e9, 4336, ecaade2016_106o29, 0724, 9103, 3487, e504, f675, d5b1, 7891, 4533, a246, 0030, b4d7, ascaad2016_004o2, bdca, 49d5, 750e, ecaade2015_194y40, e205, 04d0, ecaade2016_040s10, 2895, 9065, ea04, 1e04, 39cd, 836c, 471e, 0188, fa5d, 7063, caadria2016_229s10, ascaad2016_004n2, 8e5d, 6c67, ascaad2016_014i6, 0043, sigradi2013_248a, ea52, 0858, aba4, 8d28, ed42, 0b0c, sigradi2013_411, a2ef, b8f5, edef, 51a2, acadia14_291e, cd4b, acadia16_450p26, 9947, 3d31, f493, 7c60, e653, 0244, 492d, 1fbd, ab4a, 31b6, 2678, caadria2016_579z24, ecaade2016_198l52, 1444, a905, b9a6, 945e, sigradi2016_809uu, 3a76, 69c2, c6b7, acadia14_301h, d094, a832, 51e5, a96d, b1e4, sigradi2016_639gg, 56a7, 517f, 01b7, 58c6, ad32, f931, 9296, 3df4, 430d, db10, acc8, e6bb, 45e1, 5cad, acadia14_101al, ascaad2016_002k1, 512f, sigradi2013_400, acadia14projects_619al, 69f7, 69c4, c126, c6e9, f70d, 4d2f, 5597, 784d, acadia15_263t10, 8eec, 3fdc, c0e9, 4f84, 69a5, 0edd, 585e, 0c96, 70c5, 1a98, 4893, c552, 7287, caadria2017_158d40, 560a, e593, sigradi2015_sp_2.112j29, 9683, c675, sigradi2014_123v9, 67f5, e49b, 4e81, caadria2017_062u20, d4ec, dd62, 7a87, ecaade2016_163n45, ea89, ijac201412408t2, 6c22, fc96, c411, 49e6, 0fa6, acadia14_699b, 3cd3, d117, 4127, 4996, e33f, 1d43, be4a, f6b7, 59df, 93ff, caadria2015_078e11, 7836, 81a2, c3b9, b0d9, 6d1a, acadia14_301j, 8aeb, 5936, sigradi2014_313j6, 496c, c62c, d47b, acadia14_661e, caadria2017_081z24, ea19, acadia14_479a, c394, 9d51, 46c0, a9b9, 5c6a, 14e5, 1533, 925d, ecaade2015_285p62, 04f3, ecaade2015_200i43, a192, 5263, c847, f20e, 3d72, 2e92, 0185, 277f, 2bd9, 6364, 0360, 7bd5, ijac201513201g5, 46fa, caadria2015_206e30, 6853, dda7, 28cd, 003b, caadria2016_651x27, 60c9, f3a4, ecaade2016_068d18, 4bf1, ecaade2016_067w16, sigradi2016_383ee, 4b72, b649, 5732, 8c3a, 73e3, 700f, a9a7, fe3e, 60ef, 2c99, a1bc, a48e, sigradi2016_484h, 4c6a, 4489, ea34, 05ad, 794f, e78c, 0c81, 04bb, c0fa, 064c, 5cbc, 0671, 3f60, 0edf, ecaade2015_250b57, b2db, ascaad2016_058f23, ecaade2014_084z19, 9e57, a991, cd45, 698f, ecaade2015_201v43, ecaade2014_066m15, 7599, 40f3, 22f7, 4303, ba74, af3d, 3ed8, 139e, 6b6e, ef4b, d640, f422, e97e, cc1d, 54e6, 7158, f179, 3c5c, 5c72, 23c1, bd9d, acadia16_62s4, 1baa, b2c2, 6ec4, 949d, 156f, a10c, 88af, ecaade2015_100o19, b743, b847, ecaade2013r_016u8, 2256, e10f, c427, 2238, c5bc, c766, 7105, 9691, 5c17, 3cc5, 549a, 8577, cd87, 4b6c, ecaade2014_096y22, 984c, acadia14projects_479v, 943c, df1a, ecaade2015_100u19, 6bf7, c138, f193, 435d, 8ba4, 34f7, a7f6, 1196, sigradi2014_314n6, fb3f, 771b, 8cdd, 7bd2, 89c0, a4c8, 94f1, c158, ecaade2014_140u31, cd56, ee39, ascaad2014_017j1, 6844, b4eb, caadria2016_839n35, 4055, ecaade2014_151e36, 98c4, 5caf, ecaade2016_188k50, 221f, e9fb, ed65, 1392, 14c0, 7d2b, dc3b, ecaade2015_138j29, d01f, d038, 4db7, fbf2, c7ef, 3a6c, bc19, e48f, f8aa, 6b80, sigradi2014_074r6, 9cfe, 3c21, a14d, 431e, 87c0, a15d, 953a, 0e12, 1303, fa6f, 17d9, caadria2016_579m24, b9ca, ecaade2013r_009z5, ijac201513305u12, c901, 8769, 7a58, 1ce5, 27c5, c9ce, 5412, 1985, f93d, 72cb, 5b5e, 0337, 31de, 32f7, 599c, abf6, 4a1a, 63fa, ebc3, 21ed, 94af, 6b0f, sigradi2014_032h2, 1079, sigradi2014_345k8, 8fcb, f284, a45c, e0ea, acadia16_206o13, 640f, 393c, 03ec, caadria2017_123s32, 7d29, f416, cda8, ccfd, acadia15_407y17, ijac201412408c3, 9a44, dc0c, ecaade2014_141f32, sigradi2015_sp_12.402x31, 7ea3, b1c8, sigradi2015_11.71i24, 664f, ed07, e09b, 1e3e, 5e3b, 76d0, fe96, b0dc, c0ae, 5846, ecaade2014_108e24, caadria2017_122p31, 48da, f665, ecaade2016_tkob67, 8d81, 4f61, 0119, acadia14projects_199am, c07e, ascaad2014_017o9, dde9, 369b, ijac201513302w9, ecaade2014_145g33, 48bc, a5c3, cf22, be86, fd69, cd97, 9a12, 62a4, 4ff8, sigradi2014_030y1, sigradi2016_431t, dcc7, 8656, 4a67, b520, 4659, 692e, ed92, f62d, 77b0, acadia14projects_53l, 0cfe, 0e7b, ecaade2016_224w59, a9b7, 06a3, ff84, ecaade2015_48j8, edf2, sigradi2013_271o, 8fec, sigradi2013_342n, dc19, e141, 64ed, 1126, ijac201513104w3, 69db, 7a4c, 86fe, 1b69, 28d9, 0489, 719e, 4a71, 96de, d071, 819a, 222c, 6469, 2c9a, 8d63, 46f3, 22bb, 0417, be75, a404, 9f96, 245e, ecaade2016_123k34, cec0, 4281, 7657, ijac201412301c6, 72f9, eafa, ijac201614203r8, 1ce6, 1a29, efcb, 5aa9, 6b8c, caadria2017_009s4, 777f, 84ca, de22, da90, 90ac, 414f, 088d, 89c2, c0ef, ecaade2015_64g13, ecaade2016_075f22, 38ef, 6299, e02d, 51d5, d2c3, acadia14_661h, 9588, 458e, 5d24, e4af, 6c1f, e4bd, 690f, d38d, a996, aa95, 13ae, e64c, 4f3e, 5013, 07d4, 1f1d, 7d24, e0b6, 57e9, 0a5c, a85c, a5bd, b8ec, e789, ab96, 1956, 8516, a7bd, 0aa2, sigradi2016_695n, c37d, ijac201614202e8, 77af, 806a, sigradi2014_330r7, 3282, 29d3, ecaade2015_233i53, dfea, 49f7, 62e0, acbf, 45a3, 4150, ac1b, 1dbd, 1587, b7aa, 1d65, f996, 47a6, f4f5, c412, 6317, 4c7d, ecaade2015_317j69, 3250, ecaade2014_153j37, 2e0d, f04f, 6d68, 7fa0, 7d5e, 3b2b, 857f, acadia14_463i, caadria2016_569h24, f995, 99ed, 7d0e, 67ba, ffc5, 319d, 8390, 992f, a740, 8853, 93c4, 91d1, ijac201513303c11, 40f4, 8774, 50e7, acadia15_57e2, ijac201614202i8, c00d, 9d58, a425, 6c01, f140, a82c, acadia14projects_479ap, 6205, sigradi2014_279a3, d647, da3a, 2a97, 9dd8, 5cae, e9c8, acadia16_116y8, sigradi2013_111t, 7c22, 98b7, cb12, sigradi2015_8.264p14, b60e, ecaade2015_175o37, c1c2, 577a, fa44, 6e0d, 4bc2, ascaad2016_010e5, 4d8b, be8c, 3211, c494, d86e, bac4, 633e, 8b93, ascaad2016_025m10, ecaade2016_190o50, 386c, c2fb, sigradi2015_8.264r14, 1cf3, 98b8, 360a, b793, bc6c, caadria2017_165v41, 915b, sigradi2013_138o, caadria2017_040i12, 0a61, 7f0b, e19c, b851, 16a5, 9727, 9cf5, b961, 7501, f4fa, bc01, ascaad2016_048o20, b4f7, ecaade2016_182r49, a9ae, 6f81, a29c, ijac201614302t1, caadria2016_549p23, sigradi2013_158u, 6c4a, ecaade2014_184n46, 7776, 2a5c, 153d, d88d, d285, 1064, caadria2016_851k36, b8fe, 84ff, 3169, e443, d89b, 1805, 8cf4, d153, 5cd6, f81e, 47e0, ac31, 6657, 7662, c332, c599, 69b0, c9e5, 2e3b, acadia15_211r8, 775a, 3efd, c3c8, acadia14projects_589c, 5556, bcf8, 0618, 88fa, 0c80, a4e1, cf56, cfdd, 917c, 911c, 65ed, 8539, ecaade2015_109w20, 6137, 2496, a09a, dc74, sigradi2016_815v, ecaade2014_233p60, e55b, ce09, caadria2015_203m29, a600, d5a1, 1e08, caadria2015_237r35, cbc6, 2e7c, e2a0, 2f2d, 5b57, 3406, 5c74, b39d, 2cd2, 72ef, b04e, 434f, d222, 467f, ecaade2014_153h37, 568b, cf63, 9cc9, c993, 73eb, sigradi2013_286, 7350, cabb, 66fe, 025e, c068, 1803, 7729, 9c6c, 6976, 6b5e, ecaade2016_047o13, fb16, 15bd, e66a, 1daf, ecaade2014_175s43, 2f65, d5ac, a361, caadria2017_056g19, c997, caadria2017_051y16, ace1, ecaade2015_115a23, sigradi2015_10.267u20, cd44, 6dfc, caadria2015_156k24, 44ae, sigradi2016_360u, 6495, 9050, caadria2017_017n7, acadia14projects_153g, b43a, 1fc0, 78e0, 5d57, dac8, 09c2, ijac201513303i11, acadia14projects_549u, d918, 876f, 1fb6, 2f0e, 8831, b88e, c1e9, 9de0, f94d, caadria2017_147t38, e92a, 9d5c, 452b, 7934, 16a3, 8421, f0cc, 42d1, 1c6a, d1e8, ba13, 5664, ec69, 5d1e, 6a3d, b611, 6d8e, b216, 99e6, acadia14_555i, ascaad2014_028r7, bbd4, ijac201513104y3, acadia16_184j12, ijac201412406h9, 6d5f, 3093, caadria2017_080j24, 5c1a, acadia14projects_71u, 3eab, 847e, 1e97, d924, 4136, d053, 8420, 1227, 654c, 6029, 2c69, 181b, 6786, 72d7, fd74, 5698, 7f15, 522e, 05c6, ecaade2013r_001i1, 1f63, ecaade2015_38l7, e53b, f1e0, 7156, 6cf2, ba33, 0d40, sigradi2013_280p, 5b1d, 68ed, ecaade2014_180w44, caadria2015_081s11, 52af, caadria2015_023x3, e68d, caadria2016_673b29, 4d6a, acadia15_333y13, 6f6c, 786d, cd96, 73d0, 586c, 29e4, f0ce, 8602, ascaad2014_005f3, a847, 0737, 819b, 7565, sigradi2014_075d7, 8906, 0074, 43be, 713e, 7bd6, 2cb7, aca0, 43de, 2049, 67cd, ddca, b1bb, 793e, 606d, ecaade2015_195l41, df2c, caadria2015_084x12, sigradi2014_293x4, a031, 995d, 2ee4, ijac201513105k4, 47e5, ijac201412304t9, b311, 3b6c, 5a8e, 9d99, ecab, 3d66, caadria2017_094p25, 6719, 0064, f718, 77e9, 6112, 156e, ccc5, 9b58, d3ae, 98b3, cc5b, ce0d, 63dc, 769e, acadia14_681au, 62d7, a5e7, 7cb0, caadria2015_099s15, aa75, 380f, 798b, 16c4, a9eb, 1785, 2b2d, b561, 1984, af6f, acadia16_106c8, 3f51, caadria2017_115k30, a910, d2c8, a4b3, 33d7, 92b0, ecaade2016_074o21, 5c02, 6b94, a3ee, ijac201614205k10, e545, ba08, f54a, 5bf1, f05a, ijac201412405s8, 889e, ecaade2016_223p58, 4f32, 12c2, 4704, b354, 2ea8, 2840, bb40, 2a83, 73ff, b205, 516e, 8d6d, fc55, sigradi2016_595jj, 2c78, a7e1, a06d, dc29, acadia14_199aa, ecaade2015_324v70, 29d8, ecaade2014_057k14, 116f, ecaade2015_53k9, 127d, acadia14projects_63ap, d19e, d907, 3e15, 1104, ascaad2016_057x22, c8f5, a573, 85e7, ecaade2015_138i29, 7a3d, ecaade2015_206v45, f02b, sigradi2016_751mm, e74f, ascaad2014_005u2, 8dfb, ijac201614306v3, f5f5, d217, cd35, 96aa, 5ea2, b80c, 5775, ijac201513203i7, 11b9, 42e7, eff8, 1dc8, 62f9, acadia14projects_719o, 0c69, 9bb3, caadria2016_259s11, f3cf, cd37, 3137, 021f, 57f2, 2fe3, ecaade2016_071r19, df4b, 4b34, 35d1, 8282, b473, 1dce, 0094, ecaade2016_241c64, 63c2, fd21, 013d, cf98, 447b, e09e, 24b6, ca8f, ijac201513205i8, 5e9a, ecaade2016_026z7, ecaade2014_157k38, d819, 09ec, 7f72, caadria2015_172k26, 0a75, 7f9f, caadria2015_073w9, c18a, ecaade2015_271v59, a8f8, 2c3f, d3c8, fe0e, 8afa, 0602, dd8f, fe1f, 9831, 6b51, b9d8, 8ef6, caadria2017_046v14, 3555, 1423, 9ea3, 5f21, 7aa9, 6b58, 11ea, 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caadria2017_183e44, d0cf, acadia16_318g19, dfd9, 97bd, 0b4b, sigradi2013_248, a3a5, 10ac, b165, ca1a, acadia16_460v26, d4fa, dc91, f237, acadia14projects_463n, sigradi2014_036v2, 5cf8, b34c, 061e, e9cb, 8650, b2fa, 5764, 0af3, ccce, bec9, sigradi2014_330l7, 527b, 40cb, b9e9, e0eb, 46b5, d671, 2f67, 93ee, 1333, sigradi2016_592q, 6840, e16f, ef04, 1131, 2b1f, 58a1, 2c86, e602, af7f, 6a6d, 7640, 1aa7, 3171, 32f9, 3c24, e875, b1cd, 3f69, 465c, e8db, f0c6, 9a60, e58b, 3418, 2be8, aadf, 9550, 1c40, 9382, 1d03, b5fe, abff, 8b37, 753f, 952f, ecaade2015_241o55, 7174, acadia15_357z15, 4c35, 7127, e7f9, ba82, d4cb, 0e8c, def2, 19e4, f8b1, e2b6, d771, 3e0a, 5b41, caadria2016_829a35, acadia16_414a25, bf0a, 12d5, 175a, 4c43, ecaade2016_068f18, caadria2016_333s14, 4cd7, 2356, 92ab, 84dc, acadia15_407x17, d1d9, fd1f, 7443, 46c6, 2d82, 10e0, df90, sigradi2014_075b7, 475f, abe6, e0f8, 14ca, 5f5c, sigradi2015_1.305d1, sigradi2013_386f, 9111, e279, 6afe, 9883, 6318, c0c0, 4200, 21ce, 4b91, caadria2015_213a33, 5359, d2e1, b6d1, ecaade2015_72u13, 84ea, a7b4, ca00, 8d1c, 832f, c1b9, ecaade2015_129u25, 0a81, dda3, 2935, 1f05, 9291, db2d, ed80, 220d, 9ed2, 5010, 3ee5, d18c, acadia14_463h, acadia15_323m13, 06cb, 740b, 71ce, f3bc, 5780, 4f7f, acadia16_62p4, 6b05, 42ff, ascaad2016_033c13, d146, 9f11, af4b, dd2a, 8f94, 8e8e, 14d5, 1bc1, 1494, ascaad2014_020p3, caadria2017_174n42, 27e9, a683, e86b, cf69, 67b1, e763, 13f0, 9306, sigradi2015_sp_10.179i31, e0ab, f46b, 635c, a127, sigradi2016_408q, 8f9e, acadia15_431k18, acadia14projects_101au, ecaade2013r_011b7, 98fa, aecf, 5a8c, e230, e213, sigradi2013_222k, 8e90, 1678, 06e6, 1bf3, b289, 433c, 2ed0, sigradi2014_137j2, 61c9, 6eb2, fccc, f156, 4b0a, 2a7a, acadia15_47j1, b7e5, c3dc, 03a8, a1f4, 1cae, ijac201412407w9, sigradi2015_6.387o9, 5766, 0c51, ecaade2015_225g49, dce4, 7095, cdf0, 339b, 0d82, e479, 36e2, c9bf, a731, a4c9, sigradi2016_611r, f6b5, 6f2c, 12b9, be3e, 8194, sigradi2014_134b2, 5451, ascaad2016_005v2, 9eb2, c275, 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ecaade2015_122g24, 2284, bbf1, b8cf, b0e2, 849c, 2cd9, 544d, 7011, acadia14projects_531v, 781d, ecaade2015_33b6, acadia15_203j8, d294, 084f, 2636, b0ed, acadia16_206j13, ae04, caadria2017_079z23, 7283, 302d, 83b3, ebf4, acadia14projects_33af, 6ec5, 4cc3, b3ee, 781b, bbe4, acf4, 9e0a, 3eb7, e291, ijac201412401p3, 0abd, d3c7, 7a7a, e08a, 8f63, d431, 2ee6, 4bd4, 2fae, 9c5e, 7818, 78dc, 9f77, c51c, 915c, fa38, edd0, cfd8, ascaad2016_010a5, 714a, ijac201614407w4, 9994, 43a8, cecb, 4e5b, fc9a, ecaade2015_248o56, 06ee, 413b, 669f, 718c, cb1d, 1d70, e1cd, 5dfc, 04e2, 2441, 9db8, 2be2, 6929, 3535, bde0, acadia14projects_479ay, 4c0e, sigradi2016_483jj, caadria2016_405t17, b0bb, e3a2, 04cb, 0535, a55c, 1645, 6a88, 9cfb, 59d7, ac69, ecaade2015_116e23, b5e4, 877c, 0da6, bda3, e46f, c5f6, 424b, c74e, 3bc4, ecaade2016_216d55, 6e79, b35e, sigradi2015_10.74r18, 7f8f, 6942, 84f6, caadria2017_009k4, 7f42, bf23, 5402, 6279, 79d8, cdbb, 20e3, d2e3, c317, fa49, 1377, acadia14_445ai, 4773, 6089, 9277, 6255, 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79d7, bb84, 3a85, 52e8, 63df, ca63, 50fa, c6f7, 8a52, ecaade2015_11f1, 11dd, c1fc, ea21, c88a, 4875, 6051, bbaa, 6de8, ff92, 846c, sigradi2015_sp_8.326t30, d6b2, 590c, 5151, 3fe6, 872c, ascaad2014_037j2, caadria2016_105g5, 1d2d, ea3d, 0f68, caadria2017_080i24, 4375, bdab, 58c9, 5365, ecaade2016_120g33, f4a5, acadia15_323g13, d630, 9871, ecaade2016_118z31, ijac201614204r9, ecaade2015_130f26, d2d2, 82df, 4f06, ecaade2015_158j33, 8f97, fbf6, 7e35, 7734, ascaad2016_044s17, 3ae4, 5add, 102a, sigradi2016_558p, 9304, 50a8, 9621, 9d72, 24be, 82a9, cbca, c330, 7049, 2b5b, sigradi2016_467o, 658e, ecaade2015_280w60, 5634, 5b5f, bfea, 3b7f, 88a4, sigradi2016_559u, 122e, ebe4, 1ee7, 759c, 8a82, caadria2016_851j36, 6270, 2a30, ecaade2014_057e14, 7472, ecaade2015_169d35, 3c8f, 32ba, c4ae, caadria2016_683e29, ecaade2013r_003c3, 15f7, acadia15_211v8, a0c2, e528, 20d7, 570d, 7f01, 17d2, f917, caadria2016_663p28, 9509, 7bd8, 889a, caadria2015_139f23, a8c5, 9edf, 08e3, 5c5a, ijac201412305i2, sigradi2015_8.186g13, acadia14_565aa, 8c5a, 8625, 7167, 9d53, 6dde, 3a0f, caadria2017_016d7, 36a9, cb62, 0867, 7f55, 9210, cd49, da36, 1d50, b257, 4e16, fdb0, 470a, 5b54, affc, c058, ecaade2016_016c4, sigradi2016_592bb, a23c, cccc, 6a58, 54e0, ecaade2015_180a39, 66f3, b245, 6f9e, 337d, fed0, 36d0, c526, cf97, 8721, 6dd6, d313, b098, 65fa, a80c, b28f, ecaade2013r_003u2, b94e, 5947, 8aee, sigradi2016_560bb, acadia14projects_247g, b1cb, 0d59, 304e, sigradi2016_369ww, 02a6, ecaade2016_046o12, 74fe, 7879, fc07, 06a9, 6770, ijac201614403i2, 40ff, f8c9, d7ec, 658c, 65dc, b49c, 8b57, 9b17, sigradi2016_777ll, caadria2016_611z25, a867, 088e, b9b6, b557, 6549, 734f, ecaade2014_173k43, 9c08, b71d, sigradi2016_814o, 9ba2, c112, 0e36, 5003, 4d0f, 00b2, ba25, sigradi2016_484a, cac3, 6a0b, efef, feea, a783, 2bfe, d480, 6073, e2ba, caadria2015_081b12, caadria2015_012i2, 8e06, 7986, ecaade2016_025p7, 7c31, c39a, ijac201412304o1, d50d, a69a, 6f53, sigradi2013_267, 1687, 50c9, 5fc0, 6203, ecaade2016_078h23, 6800, caadria2016_487k20, 70a9, 7632, 645d, 51d4, ca0e, 8a59, ecaade2014_176w43, acadia14projects_357ao, acadia14_145v, 02da, d45a, 55a7, 760e, 07a1, 86d0, 4bd3, 0889, f88c, 488b, 7900, 97f2, 47ed, bced, 39bd, 3ba1, 0598, 8d12, f9b8, d58e, 0006, cdbf, f4cf, cbf2, f4c3, 3a69, 4271, caadria2015_023w3, ec98, 2466, sigradi2015_3.111h3, 1c06, ijac201513302g10, e01a, d2cd, 5fdf, 7d01, 4a0b, bd92, 5657, 398c, ecaade2016_045m12, ecaade2015_221t48, 4397, ac38, ecaade2013r_015o8, cac9, 7eb7, sigradi2013_311, 4943, c033, 6d00, dbd0, sigradi2016_637q, caadria2016_611n26, 290a, 2d08, 181c, 6a25, a95e, 5f58, ecaade2015_116g23, 300f, cbaa, caadria2017_055n18, 9865, 5704, 6bf6, 67b0, b3da, ff69, 7cb5, 1fad, 8fac, ecaade2014_173v42, f501, ce5d, 9102, 0aed, a97e, 969e, f8ca, sigradi2016_360x, 3b78, 3c39, c859, ecaade2014_049a12, ff9b, sigradi2013_183z, 09c1, f0fc, da7b, c9df, 1394, c66e, 4070, b1b0, 37c4, b4d1, b574, 95df, fc9f, f296, dd92, 002e, 4d8d, 3bcb, f808, a4a4, cb8c, b536, 0802, acadia16_382w23, ecaade2015_92r18, 228e, caadria2015_206i30, e585, b409, 5873, 4f6c, 60ac, sigradi2014_152s3, 7715, 1652, c2c2, 0dde, 2166, 1baf, ascaad2014_008w4, 9d06, 5f09, b455, 96c2, caadria2017_057v19, 0cf8, 4e28, 69d4, sigradi2015_8.189v13, 600c, 02d0, 4e64, 455d, b9de, 6f8c, 2835, 56a9, acd9, 2697, 5b28, dfca, d92c, 1f7f, c130, e748, ecaade2015_314o68, ddc3, 63a6, cd40, fa0b, 148b, 02e5, 76ae, f02a, 5c3e, 67b9, acadia16_440f26, 323f, 7f9b, 3860, 077d, 25ab, 9885, aca9, sigradi2015_3.11e2, ecaade2016_011x2, b32e, 43d7, 8764, ecaade2015_83s16, 47ee, caadria2017_029l10, d6f7, 74ee, ba2b, f231, 11a3, 7945, 2752, f1d4, ecaade2013r_001e1, ecaade2016_ws-afutureo67, f922, b8ab, a0de, 7f96, 8034, bb1c, 9215, ac90, 3e4c, 8c64, 35a6, 4766, b1b6, ijac201412303t8, ca20, 2faf, ebb4, ascaad2014_024b6, 4a97, 9f43, 3fad, 5525, ijac201412403n5, 6358, ecaade2014_066s15, 6c0b, a5ee, 92d1, dd1a, 95d4, a1de, 0def, c297, 6fc9, 5f7e, 0111, caadria2015_004j1, ijac201412404v7, 6006, 7358, 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2800, 86d7, acadia16_88u6, 6e8f, 2724, caadria2015_023u3, 9078, 0e5c, ijac201614208s12, sigradi2015_8.81t11, e856, ijac201614203p8, ecaade2015_327f71, caadria2016_333c15, 364a, sigradi2013_157p, 65bf, fc43, bc2d, fd70, 841e, 7ee4, caadria2016_135a6, 3c67, 71d3, c69e, 8891, bace, 61d8, 53d0, 64ce, 0ae0, ijac201412408w1, caadria2016_683i29, 13eb, baf1, 425c, fbf3, acadia16_88w5, 0e7d, 0b8d, 9582, ffba, b87d, a8ef, 4638, ecaade2013r_009k6, acadia14_117c, 4a7a, caadria2017_081y24, 3f0c, b5f7, f5af, 7e03, sigradi2016_446h, 38b0, 4ac5, a92c, 6c39, 4be6, 1069, 731d, 3722, 5b6e, 9e31, 8679, 2de7, acadia14projects_347al, 5e60, acadia16_88w6, 92b7, e7e6, ecaade2016_118o31, de96, ijac201614102u1, sigradi2015_3.345r5, ceb0, 88a0, cd90, acadia16_214v13, b615, 1279, 44fd, 708d, ecaade2016_158m43, 71f0, 2a90, ecaade2014_122w27, 97d7, a05e, 47c3, acadia14_135y, d3d4, 0dca, 3fb0, acadia16_470p27, 5334, b171, sigradi2016_484tt, ebf2, cbce, ecaade2016_230f62, 158d, sigradi2016_732g, 86c4, f12e, ecaade2016_223y58, 1f5b, ijac201614205o10, 2fe4, dc77, 6198, ecaade2015_206z45, 4aa0, 8b43, 3ef7, sigradi2013_393u, 2ca2, b592, sigradi2014_213a8, 13d7, caadria2016_601d25, ecaade2015_229y51, a1f0, 4511, 543d, ed35, ecaade2015_113t21, caadria2017_072d23, sigradi2016_537b, sigradi2014_178r5, 01ea, ff72, 86e1, 1c7c, ecaade2013r_018n9, aaae, ebde, e203, acadia14projects_75a, ecaade2014_188k48, 6c12, fea5, 9614, 8690, 7442, acbb, 6816, fee8, a0ef, a2a0, 9024, 15d2, a2bc, 53c8, 3acd, 558e, ijac201614102x2, 6c50, 08f1, d73f, acadia14projects_487g, a451, cbd9, 4f10, 2c6c, aef9, c97e, 4b84, 59bb, ascaad2016_046r19, sigradi2014_197t6, 2e7f, 13ef, 1513, bb85, 614e, acadia15_407o17, 6caf, e120, d4a2, 874f, 4e79, sigradi2013_215b, a5f9, a94e, sigradi2014_180s5, b5ec, f91d, 8c06, 1e9c, caadria2016_003m1, 1855, 4adc, 3c98, c09c, f499, 5514, a807, 8678, afe8, 7a53, 636f, acadia14_453e, 0b8c, acadia14projects_281aa, 4f00, 4726, f7a3, ecaade2015_301x65, 7297, ef0e, c85f, 9218, f2b6, c5fc, dce5, 2d6a, a1bd, 93c2, d97b, 2eaa, 9b6f, 2f68, 12dd, 68ce, d26d, ecaade2015_33i6, a40b, d21b, 0876, 81cf, 4750, dd7d, e0d2, 51bb, c58c, acadia15_185s7, 03f6, 04b7, b273, d089, ae72, 2786, ecaade2016_037x9, acadia15_203h8, c35c, sigradi2014_313y5, ascaad2014_028o7, b647, ac88, a2b4, a5dd, d385, ascaad2016_037e14, dd22, e79b, 7412, acadia15_431h18, 8984, 5b2f, 38df, sigradi2015_10.307l21, sigradi2016_448u, ijac201412404a8, 712d, 8bf3, f9a5, ecaade2015_309x67, 8474, 1312, ecaade2014_224u56, 54fe, dfb5, sigradi2013_215, a3d8, b240, 710b, 5ff8, 175d, deff, ecaade2016_071t18, 39ec, cc25, 4edc, sigradi2013_52e, caadria2017_015e5, ecaade2016_bkou65, eddd, 5ce0, 8880, 5382, 4512, caadria2016_579p24, 0324, 9544, 4e1d, 3852, caadria2017_005b3, 7d9d, 4a52, 0fa1, acadia16_424f25, caadria2017_005z2, 12e2, 816a, 9912, 43c6, 67b4, 3675, a8da, 2e84, caadria2015_150w23, sigradi2014_109i9, be91, 66d0, acadia15_333p13, f453, cf75, 4634, f1e7, caadria2017_136l36, sigradi2016_737y, ecaade2014_014d3, 4f91, 6f30, 107a, 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caadria2017_029k10, bfbb, sigradi2013_315v, 1939, 3ea9, d41d, 1fa8, 77f6, 0ec5, daca, 4738, 828a, sigradi2013_234h, 7469, 9aa3, ca92, sigradi2013_222, 5ac3, dc60, 62b2, fa26, 7522, c1a6, 8e6c, acadia16_214d14, a2b7, ecaade2016_162c44, 6bc9, 92c6, d2bd, caadria2017_158x39, caadria2017_125x33, 399a, ab41, 52c2, 463d, a939, e202, 8c09, d503, ecaade2016_mrty65, 995b, ecaade2015_53n9, ecaade2015_55k10, 7e6d, 31e5, 1db0, caadria2016_343l15, c3ee, 2eb4, 4ef6, 40d8, f0b2, a00e, ac19, 98e1, ae13, 283b, 0572, 501c, 068d, a83c, 477d, bb4a, ad69, cfa0, 4d88, e6e4, sigradi2016_448dd, 4e6c, 1c7d, 186e, 8497, da65, ac32, be9f, 396d, 608e, ecaade2014_010o1, cbf6, c446, ecaade2015_196b42, 03cc, 975b, 9362, f1bb, 47bf, acadia14projects_375n, ecaade2014_078s18, ecaade2015_35s6, 15b9, 9c82, ab34, 742a, 1e0b, acadia14projects_117h, 15ec, 3b12, e029, 9a8e, c7ad, fb30, ba39, 8d64, ecaade2014_159m39, a549, 8a66, ceac, 3781, 1dde, acd5, ijac201614101e1, df2e, 88fd, d20d, 6526, 7f8b, 0bc9, 9e7a, 8ed4, ca67, 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4858, 630b, sigradi2016_484l, 69e0, 1239, aabd, fc1c, 140a, 010c, 7578, 7554, d965, dc1a, e4f8, 9e05, ecaade2015_185o39, d911, 4908, 7080, caadria2016_013i2, ecaade2015_158i33, 088a, acadia16_308z18, e476, 5baf, eab3, acadia14projects_589a, 7838, 5626, ab9d, acadia16_130r9, acadia14_517o, caadria2016_281i12, acadia14_177r, 7ec6, ecaade2015_127v24, 3ea5, 1236, a097, ecaade2015_200t43, ecaade2015_22t4, e77a, e89c, f2af, 7139, 17f1, 7b37, 4b2a, abc6, 596e, 603c, acadia14projects_435c, sigradi2014_152v3, ecaade2015_284n61, 7791, acadia15_149x5, 9271, ecaade2014_138r30, 0862, b554, 4480, 659d, caadria2015_061f7, ecaade2014_084w19, ascaad2014_029d8, 2976, ecaade2013r_009t5, ab79, 2788, ascaad2016_007z3, 86c2, 289c, 98d5, 63d6, b2b8, 81e4, 3e85, 2d7e, ecaade2016_119n32, c1d8, ecaade2015_73c14, e4a4, 6a96, 7bd4, 7f5d, 3ec2, f70a, fc61, caadria2017_142a37, 6742, 6e64, e310, 155e, 4ba9, bce7, 9723, cbd7, 063c, da73, 4506, 9a53, c546, b350, 5351, 7937, 5e06, 3677, e87b, f5d8, b310, ecaade2016_243d65, ae74, ecaade2014_157o38, fd80, 16c5, 4e32, 4a23, acadia14_23au, ffa2, 919f, ecaade2014_071a17, 0015, f15d, e560, caadria2017_123m32, 01e8, ascaad2014_023b5, 5d9f, 6677, 5e0b, 9f8c, 7f20, 4fa6, e6df, db17, ijac201412406s9, 6357, 3335, 6dd2, f46a, 4c02, d512, d1fc, 0416, 52e0, d7d6, 5d7a, b6b2, 7329, caadria2016_641r27, 1cd9, 2683, f2b9, 8e9f, d41f, caadria2016_177b8, caadria2017_016g7, 58e7, acadia14_627ay, 1cb4, 837b, a30f, af7d, d9f9, 3b74, 5bcc, d539, 6da5, 1f65, 062f, db4d, deb5, caadria2016_405n17, fd63, ecaade2016_087r24, dedd, 40b9, e707, 1acb, caadria2017_052x17, acadia14_435a, 9bbd, b9df, 1f09, 6f98, c52b, aefa, 9415, 7a66, 0531, c0d8, 671f, caadria2015_218t33, acadia14projects_539a, 1f87, d6ae, 98de, sigradi2016_446e, 31f3, 348e, b006, 6c05, 398f, acadia14_43ad, 8208, e2c7, 44de, e50c, ijac201513305t12, fb69, ecaade2014_198n51, a4fd, e36c, e17f, b76d, e3cc, 66ae, 66af, e9a2, 81d2, 30f3, 22bf, ecaade2015_207s46, d51a, e5a8, 1988, ijac201513201n5, 45c4, 5127, 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acadia14projects_63ay, 941a, ed95, caadria2016_095m4, e7be, ecaade2015_229w51, sigradi2013_155f, 9a02, db86, e811, ecaade2016_023p6, 2859, acadia15_81t2, 0ab4, ecaade2014_010j1, 1b15, ecaade2016_042i11, b79f, cf62, 618f, 8ecf, ecaade2015_158f33, e993, 9019, ecaade2016_222g57, sigradi2016_659y, 3049, 1b88, 456f, 782c, sigradi2013_390a, 784e, ee13, 474b, 70ba, 7ed5, b17d, 9aa4, 0989, f930, f6de, 69e3, c821, c3eb, 9ef6, 774c, 5c16, c897, c15e, 9479, abe9, 66cf, a153, 6e1c, 25fd, 6cac, 93f6, a9b5, 2b9a, 9483, fc49, 709a, e963, 67b6, 8664, d27b, a494, dbce, acadia16_88v6, ff35, 4f0f, c8dc, ec2a, da3f, 8bb5, ecaade2015_205f45, 0abe, 613f, 88fc, ce6a, 610e, 24db, acadia15_469f20, c7f4, 8581, ecaade2016_191a51, c849, ef61, ascaad2014_024y5, 30e7, 9f06, sigradi2014_201e7, acadia16_362m22, 69c7,