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 acadia08_478
authors Yan, Wie
year 2008
title Environment-Behavior Simulation: From CAD to BIM and Beyond
source Silicon + Skin: Biological Processes and Computation, [Proceedings of the 28th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) / ISBN 978-0-9789463-4-0] Minneapolis 16-19 October 2008, 478-485
summary This paper describes our research on environment-behavior simulation and focuses on the modeling of built environments using Computer-Aided Design (CAD) and Building Information Modeling (BIM). Our environment-behavior simulation addresses the problem of predicting and evaluating the impacts of built environments on their human inhabitants. We present simulation systems comprising an agent-based virtual user model and building models created with CAD and BIM tools. We compare the use of CAD vs. BIM with two case studies for environment-behavior simulation, and describe the essential parts of modeling buildings for the simulation, including geometry modeling—how the building components are shaped, semantic modeling—what the building components are, and pattern modeling—how the building components are used by users. We conclude that a new extensible and pattern-embedded BIM system will be necessary to facilitate environment-behavior simulation.
keywords Behavior; BIM; Environment; Information; Simulation
series ACADIA
full text file.pdf (1,047,505 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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9e51, 3c19, d74d, 919e, 6791, ecaade2016_102h28, a9c6, ecaade2014_206h53, 2b09, a477, 3141, 7fef, bde9, 29f1, ecaade2016_234w62, 39f6, 33ac, 7d3b, caadria2015_054n6, 8255, 2473, 5477, bdcc, 78eb, 50be, 3752, aa02, acadia16_54s3, 5808, a212, 3d35, 87a1, ea70, 0375, ecaade2016_118r31, 0bd1, 92ec, caadria2017_101l27, b050, 6dad, ecaade2015_25j5, a526, b008, fda8, caadria2017_105k28, e0e0, cc0a, ecaade2016_230d62, 13d5, ff9f, 92b6, b76a, b807, c240, 90c0, acadia15_371b16, ijac201614105j5, ecaade2015_200o43, 6b86, 8b91, 8216, 3d65, 214a, 0892, ascaad2016_021f8, 63fa, 7a3f, 93bc, 9c35, 22df, ecaade2015_318l69, 2e6f, 1c18, f1eb, 420f, ecaade2014_180h45, acadia14projects_565m, ecaade2014_066k15, sigradi2015_8.41t10, ecaade2014_105b24, 9345, f721, f241, 6e10, e746, 4100, caadria2017_132p35, ecaade2015_158h33, 4c1d, 7c4d, e49c, dfdd, ijac201614405g3, caadria2015_130a22, 8c79, ecaade2015_221a49, ijac201614102s2, 8fe7, f1b2, ce34, cc4d, 7b3c, 5048, f6e2, ascaad2016_045c18, caadria2017_118v30, ijac201412408k1, 0697, 3567, d89b, 4c42, ecaade2015_265p58, ascaad2014_029s8, 56a2, ce90, ecaade2014_224b58, 1819, 9f3d, sigradi2015_8.186j13, ascaad2016_036a14, e247, 6a6d, f0bd, ccc1, b318, 3d16, 6386, acadia16_244k15, ed8f, 272b, 686e, 11eb, 88b3, 0952, 4c33, caadria2017_047y14, c553, 9892, 9a64, 2b18, fbb7, b83f, 3a63, b6fc, ecaade2015_100v19, 90d8, c5f4, 706b, 6638, fced, 8627, 48fe, 22a0, 016e, f6d1, b127, a492, ad20, acadia14_655ai, 4163, 2384, c868, f3ec, ijac201412204a3, 4faf, ee29, 0f9c, 0442, e6cc, 30fd, d4b0, ecaade2015_200u43, c51c, c330, acadia14_301b, 3dfd, 4446, 27ed, sigradi2016_615w, 4c84, 6ba0, ecaade2014_208d54, d234, bbfc, ac1d, 4d8f, 96d9, 7604, ecaade2014_237d61, 88c4, aae3, b39f, ecaade2016_016c4, ecaade2014_088i21, ea29, ecaade2015_207f46, 58c7, ecaade2014_225k58, 54a9, caadria2015_209y31, caadria2016_405t17, ecaade2016_tkot66, 0170, sigradi2015_4.219d7, a6a4, 434c, ijac201412303k9, 0cab, caadria2016_641p27, 2339, 1ad4, a13c, c160, e37e, 1321, a12f, c9c0, ecaade2016_120k33, ijac201614402v1, acadia16_362u22, bb85, 7bf1, 4a0e, ecaade2016_105d29, 4f2b, ecaade2015_35p6, b3da, f562, f28f, b326, 9ff9, ijac201513201i5, ecaade2015_170v35, 96ab, 3bb3, d794, 06a1, 78bf, 66ba, 8dcc, 6f35, eea8, fc65, ascaad2016_038v14, sigradi2013_244r, be98, 20e7, 7f6f, ab83, 5f4d, sigradi2013_155f, ijac201614208r13, eb09, sigradi2015_10.267l20, ecaade2016_087t24, adec, fdd5, 714c, f4a5, c123, a91a, 7a45, 06e8, ascaad2014_019k2, c863, ecaade2016_165y46, 08d7, ecaade2016_013o3, e2e6, 7cc7, ecaade2014_024b7, 02f0, 31fa, 77f3, ecaade2015_21x3, sigradi2014_313w5, feee, 5fed, c424, 1379, a666, 20f3, e174, 064f, b842, 27d4, dbe3, 65e0, 7ec1, b261, sigradi2013_259i, 22f8, ab85, 6ad5, acadia14projects_145u, ijac201614403f2, 1743, 408a, f8b6, ascaad2016_032v12, ascaad2014_003o1, cd88, ascaad2014_016c9, 677e, 36a3, 8385, 314b, 33fd, sigradi2014_152v3, ecaade2015_318z69, 3208, sigradi2015_8.186z12, 6359, c807, b562, 9ea8, ecaade2015_248v56, c205, ecaade2014_086z20, ecaade2016_048u13, 001a, 7c41, caadria2016_777c33, 0a61, a8a9, 11d2, 915a, cb36, caadria2017_015n5, 4451, 009d, acadia14_101s, 5e9f, 63fd, ijac201513105d4, 6f6b, 491a, caadria2017_101g27, 8a14, f02d, 0cc6, 552a, aab2, 922a, caadria2015_203g29, caadria2015_237p35, 88cf, e2b5, c850, c771, 8df4, 9374, c2a8, c0c2, 8326, caadria2017_174j42, ecaade2016_025a7, 26b9, 7f56, f401, 504c, ascaad2014_029m8, 360f, 6fdd, b08f, 1410, 4440, ecaade2015_273i60, f9fd, 842d, bf55, d3bf, ecaade2014_138p30, 0f87, fa0d, a8af, 30e5, a70e, 7301, fe69, 82a4, 9046, 25e1, acadia14_699h, ffb4, ijac201614308i5, d51b, 4023, ceea, 27d0, 1575, ea49, 6a48, cff4, b802, fc02, 278f, ecaade2016_139c39, 3e92, 53c5, 0499, 7647, ecaade2016_110i30, sigradi2015_8.81a12, 8a95, 203a, acadia16_460u26, 68e5, 3389, 6b66, b75f, 0dc9, b996, f322, 4636, 7c7a, 7269, acadia14projects_63ag, f93f, sigradi2013_234e, ad3a, e10c, 72af, c5be, 22bf, d95f, 0753, f961, c044, 2314, d702, acadia14_145r, d373, acadia15_483u20, b9e7, ecaade2014_111g25, a64e, 6c3c, f613, 65d8, 4f62, 3dc5, ecaade2016_132m37, 44e6, 09e9, 1e10, 4871, 9a05, 21f0, 371f, de4f, 33b5, caadria2017_051h17, caadria2017_003g2, 8045, 5b5e, fa79, bcb4, 014a, df1b, ecaade2015_268y58, bb66, 3403, 4691, eca5, caadria2015_188v27, b856, 5b49, d2c0, 230b, 1eb7, 8da6, b5d4, acadia16_184t12, 0aa2, 8834, cf6e, c3bf, 2933, 6b18, b480, 37e5, dc56, ascaad2014_017o9, ijac201412401g4, sigradi2016_815aa, a758, fe15, f108, 1804, ecaade2014_225h58, 062e, 3859, 893d, caadria2015_208t30, 9c7f, b0dc, bf5a, f971, acadia16_470i27, 365e, 7bfc, d0ce, fa4e, 5168, sigradi2013_359n, 80d3, sigradi2016_448r, 7af3, 9ac9, e854, 347f, 4d9b, 27e4, a27c, 6b3b, 9a9b, ecaade2015_161k34, 30db, 27a7, 2657, dfc2, b7f2, 9602, 1045, 0934, 40dc, caadria2016_435t18, caadria2015_114b18, acadia14projects_281w, ecaade2015_241o55, fd6f, dfb7, ijac201513101n1, ijac201614405s3, 822a, acadia16_130n9, 8655, 9685, ecaade2014_066z15, 0f9d, 263c, acadia14projects_101aj, 3a9c, 2943, bde5, 2fd4, 6d6c, 67a5, 5b1b, ecaade2015_92m18, acadia14_281aa, 5529, 970b, 4b36, 3fc4, 9479, a358, 7f3c, ecaade2015_169b35, ecaade2016_223h58, 06ef, fa85, ecaade2014_029b8, caadria2015_087b14, df23, 995f, 54d1, a7f9, aacb, 738c, 78c4, 78e3, 54e9, cd97, caadria2017_124j33, e4d4, b509, ce59, ecaade2016_032p8, 9693, dc9a, e7ec, ascaad2014_012o6, de96, da08, 39e7, b2e0, 81c3, e2a8, ecaade2014_072l17, fdc0, ijac201412402z4, sigradi2016_814k, 779f, ecaade2015_109d21, 5031, a8ae, 6d1f, acadia14projects_601af, b481, e584, 032e, f76d, 227e, ecaade2016_224x59, caadria2017_124v32, ecaade2015_35v6, 28d8, d9d9, 6a44, 57a3, 64da, 86c7, caadria2015_130w21, 2040, aa11, ecaade2015_211c47, ecaade2014_089k21, bc32, 673e, e543, a9e1, fd92, 0b53, 9a81, ca35, 7f78, 7dc8, b1d5, 6a09, b38a, caadria2017_174o42, ecaade2014_071c17, d9cd, 6708, 46f8, 0c11, d8fd, 36c7, 1c78, 0784, cc01, aaa3, b433, 8098, 30ab, 6706, 3377, 10e4, e6e2, 3fbc, 047c, 9948, 7baa, 6a35, 1e8b, acadia16_372a23, ecaade2015_158n33, 89f4, ccd4, 822e, ecaade2016_154v42, f531, f645, d581, 4c61, 0bd3, d5e7, b3ef, 8e2a, e197, 7250, b8a8, 3bc2, 5d25, ba2e, bed9, 3e9a, 3b91, 6502, e3fa, ecaade2014_140y31, 426c, fb33, 9386, 7557, caadria2016_301k13, 0386, acadia14_43ar, 8df3, dd48, 5614, 7afb, ecaade2015_301p65, c55e, ascaad2014_018a2, 7390, ea4b, ascaad2016_054n21, 87d9, 4c5c, 3e29, efd4, d0a4, 955d, 62f4, 2c0d, 25ff, sigradi2014_263c1, 6feb, db86, e2b4, 1f5f, 4516, 3972, dd04, ecaade2016_234z62, 433f, c943, 5d00, bd93, 8ffc, ecaade2015_161h34, c5ca, cd5e, bb31, 778c, e4e1, c6e8, ec1a, 13ae, 19b2, 1dbb, f051, c973, 2920, 2546, 3673, 7359, 9ede, 1aad, c5c8, ecaade2014_149c34, acadia14_101z, fcec, 1908, 7ab6, 1e9d, 1e99, a5aa, 8369, 567f, c84c, 9bdc, fa2d, 42bd, dc0e, 9554, 1dda, f101, 8d64, f25d, a39a, 3a5a, 8232, 4655, sigradi2016_625ss, 55f6, caadria2015_043k5, 3883, sigradi2015_3.370x5, ecaade2015_37f7, f36a, sigradi2013_425n, a960, ascaad2014_019a3, e58c, 284f, caadria2017_047b15, ecaade2015_138c29, e17b, aeec, b438, be08, sigradi2013_194h, ff44, 90c1, acadia14projects_609as, 9bcc, 955e, f009, 1af3, acadia14_33af, ab39, f70c, 361c, acadia14_655ad, 4ef2, e6a0, sigradi2015_3.345s5, f878, b914, b72a, 1284, b1b2, 55ca, 3b47, 3ce8, 291b, 83ba, 9e7b, acadia14projects_63aa, 10d2, caadria2017_185z44, a8d1, 7f61, 1d39, 3d69, caae, ecaade2016_mrth66, sigradi2016_673ee, 3dbb, 8b17, 414e, 6f86, 6999, 9833, 6eed, c35b, d9a3, c0a9, b7d2, sigradi2014_155z3, 44d8, ced3, caadria2017_070p22, 2e8d, ecaade2016_045n12, cdd0, 181a, b81d, ijac201513303r10, 8d04, 1a80, 11e5, ecaade2015_127s24, cc07, acadia14_671s, 3056, 67a7, fa86, 2c08, 9004, f442, 7ca2, 1fbe, 4fb5, e38e, ecaade2013r_003d3, 4078, ecaade2014_186a48, 6d65, 3280, ecaade2014_080h19, 3345, 727e, e6b7, ijac201412402y4, 1d57, 744f, ecaade2015_81t15, caadria2017_051z16, b997, f17f, 4631, 50da, cd60, 70e2, eca9, 61ea, a72d, c623, 1dc1, f4ac, 4482, cf59, d5e8, f5df, cc58, 54a8, 2466, 271a, 7fec, 40d1, 5f26, d05b, 50ab, c979, 561d, caadria2016_343f15, a541, acadia14projects_339ak, 6d8e, ecaade2016_193t51, ascaad2016_023f10, 1a6a, ecaade2016_040a11, 21c2, 5b74, 8d9f, ecaade2015_199a43, bb01, 99b7, 74d2, 06a8, 8e32, 84a1, 9d6d, 3e65, sigradi2015_7.203i10, 8a1e, 6b03, d481, c4a9, 68b4, ijac201412204h3, ecaade2016_130v36, caadria2015_170u25, 8ecb, d9f9, cc5f, d5b0, 43b1, ascaad2016_004u2, caadria2016_589w24, 7525, 21ed, 1522, e548, ecaade2016_067t16, 4192, 30c1, acadia16_106m8, 24fd, 55ba, 60bb, f014, 15d5, 5726, 6506, acadia16_344x20, b747, 75f6, 4ade, ecaade2014_113s26, sigradi2013_303m, caadria2015_209c32, acadia14projects_53t, 93d5, 3065, sigradi2013_414, acadia15_137e5, 7e10, a142, 5872, 2fdc, 5b9a, cb06, 1cef, f7f9, 82ca, 5f64, 1438, 6a8b, 7022, 29f7, e807, e1a2, e04c, 18b0, 362b, 2302, 25ea, c183, 4301, ijac201412304c1, acadia16_394j24, 1308, 0521, fd6c, e11e, ecaade2015_241c55, 3d4b, 2f63, 8850, c052, c524, 434b, caadria2017_067j21, ijac201614103h3, 76a7, sigradi2014_045h4, 1825, sigradi2016_443rr, 68fa, 9188, b1b5, ascaad2016_046k19, 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sigradi2013_389o, 21b9, f632, 519a, a468, 7707, ijac201412207d5, 81bf, 52cb, 1f7c, ijac201412402a5, 95b1, 326a, ee7b, ijac201412405j8, 9c1c, 6148, 3994, f4a2, b9d0, eb9f, caadria2015_049z5, d08e, df56, 29cf, b64c, ae24, ijac201614207o12, ascaad2016_029a12, e355, 6ce6, ecaade2016_037x9, 0668, 3427, 5473, 6096, acadia16_332w19, ffb0, 347c, 972b, ae50, 9af4, caadria2015_073m10, caadria2015_122p19, f62d, 9dbc, f3f1, 2515, fc39, fe8d, caadria2017_067t21, 2161, ed9a, 183c, 69e3, 6c6a, caadria2016_851l36, 5fd9, a4cf, ascaad2014_019m3, 7f2c, ecaade2014_018n4, ascaad2016_007y3, bb33, 5910, b527, 5123, d01b, 8b67, 79c8, acadia16_214d14, 74be, ce6f, f2e8, acadia15_203i8, ecaade2016_185d50, 358e, 1077, 5a23, 1198, 9885, caadria2016_311e14, 325e, 87e9, 8567, ea97, 309d, 12cb, 16b8, caadria2017_175b43, sigradi2014_314s6, 2a2f, be2b, 3aec, 029e, 9d6f, 6f41, a7ef, ba0c, 26de, 3a11, sigradi2014_144x2, 26a7, 86dc, 3ff3, fc45, 7441, 9d9b, 82ee, ef8b, 8ffd, ecaade2016_071j19, 3af8, 19d5, bee3, 8d8f, c7d3, e968, acadia15_451x19, 5293, bc98, 1a23, acadia15_343f14, b2b3, d6b8, ascaad2014_019v2, 19be, e35b, 8696, 4114, 0818, 9b47, ef72, ecaade2016_071c19, sigradi2016_415ii, acadia14_63au, 09e5, 6c84, de05, 0983, ff23, ascaad2014_020z3, 4b54, 3be4, 7a49, 9e7c, f21a, 29b9, ecaade2016_120h33, 5bdb, d872, 629e, 9fa5, 005f, 532b, 7722, ecaade2015_200p43, 46b9, b1a1, 076f, a084, 251f, 2147, 659a, 8da4, 70c9, acadia14projects_671m, 09fe, 9e4c, 86c4, 9d8d, 1e40, ecaade2016_210e54, 4395, 59b6, 6778, 80a0, 6e36, f152, b85a, sigradi2013_100c, 61d8, ecaade2016_006r1, 07c5, 5acf, 0ee2, 3d05, a41c, 010f, d8a6, ca33, 23a4, bef8, 00cf, 5e49, b9fb, 71da, ascaad2016_001c1, 3112, sigradi2014_313x5, sigradi2015_9.152w16, 4b99, ecaade2016_045k12, e82e, 1d56, 08ad, ecaade2014_140x31, f55f, ecaade2015_127t24, fbe5, sigradi2014_169o4, 75a0, 1082, ecaade2016_057l14, 974c, a486, acadia16_424h25, 7427, 025f, b739, 684b, d4a4, ecaade2015_148m31, fa3e, 8d09, ecaade2015_171k36, d922, 0c8e, 8748, 7074, 5f7c, 6e85, 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f16d, ecaade2014_176o44, caadria2015_162x24, 5e06, 6d4e, 0172, bcfe, 735d, 360a, d1ce, ced9, c4df, 9e06, 8475, 2883, a876, c52d, ffbc, aae8, ebdf, 8c39, 42b9, a723, 6ef3, 210e, ecaade2015_200j43, d921, ascaad2014_019f3, 99d8, a56f, 17f5, 92dd, 51df, 0fdd, ecaade2015_286c63, 45a3, e47c, d48e, b8c0, a92e, 50ba, f031, 1ba3, aee2, 3fad, sigradi2016_431u, 729b, 0bb1, 3a20, ijac201614103s3, 2315, 6382, 3d7f, deb7, ecaade2015_113n21, ecaade2015_59p11, 6dbb, d52c, 2a64, acadia14_101o, 8b2b, 2d3e, 4630, a5a1, sigradi2015_8.41y10, 247a, f9e8, 69a6, 589a, c2ee, 15a3, a137, 5bda, cbd8, 3b09, 0d56, 7d53, ecaade2016_mrtj66, 7b77, e9e4, 8245, 7505, 2ece, e3b4, e0cc, caadria2015_213s32, 040c, ab7f, sigradi2013_304e, ecaade2015_285s62, 72be, ijac201614208d14, 8afa, 7765, sigradi2014_266g2, 51ea, ecaade2014_149l34, ijac201614301b1, 62d9, ecaade2015_195m41, f6cf, ecaade2015_61i12, 9101, 8a65, 4eef, caadria2017_163x40, b304, 40b3, ef40, f7c3, f1d6, f8a3, 5567, 0ddd, 0fbc, f576, 3b48, b6f8, 4a2f, f3f7, 2219, 1f9b, 7774, ascaad2014_029y7, 524b, 6e49, ecaade2016_007m2, 3199, ecaade2016_152t41, ascaad2014_014l8, e613, a256, ecaade2016_021f6, 9409, 3faf, a51e, 3c68, acadia14projects_247l, ffab, 4796, a2de, 2ad6, 0abf, ecaade2015_138b27, ascaad2016_046l19, e376, 1476, 4e1b, e41f, 5fa4, ijac201412307f3, 08f8, d8e4, 0c39, c074, 9a4a, c1a2, 0b7d, 0e5d, 672d, 0b30, 65bc, 8e02, caadria2015_070v8, caadria2017_035x11, 05b0, 1e0b, 9067, 09c5, 7deb, 0f5c, ecaade2016_071s18, ascaad2016_007x3, 25d9, a967, 4675, b924, 96c5, 13ba, 8be5, ebf7, ff53, caadria2017_155u39, ijac201513201m5, 4faa, b419, 369e, 98f3, fcdb, 4f08, 037f, 8b55, 42fb, e1e5, 6274, 0fa0, d768, ascaad2014_023a5, cbc9, 7e1e, ecaade2015_103r20, 62d1, fd22, 95c5, caadria2017_058r20, ecaade2015_241m55, 643b, efa6, a697, caadria2015_060w6, 90c7, 1137, 20b4, 8314, d22c, sigradi2013_330d, fc4b, caadria2017_057z19, b99b, 184b, 5bf3, c5dd, ecaade2014_024t7, ecaade2016_132w37, cb72, a2c2, d126, 2905, acadia14projects_531u, caadria2015_130h21, 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2c91, 1f39, 200e, acadia14_497s, bb8a, b5c1, 011d, 42c9, 63a4, ascaad2016_044z17, 08a5, 3890, ae35, a554, 8f85, 4791, 8684, ecaade2014_057b14, 20fb, c52a, 0bba, 627d, d2bf, sigradi2016_448hh, 7e62, a7a3, 716b, f993, 0527, sigradi2013_425p, 294f, 0a41, 3934, bc6c, 8ab4, cf0e, 363f, a2a5, ecaade2015_22u4, 4cb0, 1d58, 53b0, efa0, 9c0f, 9f01, b2ca, f5a5, 7151, 013e, caadria2015_012c2, 1305, d5a0, acadia16_478l28, 447d, 0e09, abda, 7cdf, 380f, 83d4, ecaade2016_217u55, 4581, 8243, 7939, b2f0, 343a, 2984, ab6e, 9738, e81d, ea45, a057, caadria2015_004o1, afc6, c846, 3ddd, b06a, 67ce, ac8b, 5626, 06f1, a91c, 07f4, 9f18, 2b5c, bbcb, 81ca, 966e, acadia14_145ak, 701b, ecaade2014_010y1, b075, 2cd3, eff1, d374, acadia14_317aa, 3e8d, 37f9, dd97, ecaade2014_156i38, 7a5d, ecaade2016_071v19, 797c, 3527, cb2c, 5bb0, b746, 29be, b7e7, caadria2016_395u16, 79b3, acadia15_185e7, 0014, 7385, 60cb, af4a, 1141, 89ac, ijac201412203i2, caadria2015_206n30, 933f, ecaade2016_139g39, 2cf1, 58d0, ijac201614402z1, 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ecaade2016_129a36, b170, e34e, 11bb, sigradi2014_077g7, d779, abef, 8c91, 2a15, 2c24, ijac201614201g6, faf7, 0af0, 8a78, c93d, 8cc1, caadria2017_074h23, 0a2f, 2569, b78c, 2525, fa25, acadia14projects_435az, 9236, 3372, 1a0c, d8da, cab5, 85dc, 465e, ecaade2014_239x61, ea3b, 9070, 3759, e72a, acadia15_483z21, caadria2016_167g7, 82e0, 2a6c, 1a22, 745d, 5cc9, 7328, d9f7, 634b, 39bc, 0517, f235, 29fc, 7fdf, aea1, 2077, b7d3, 9864, 9be7, 9d1f, cbf9, 55ce, 5916, 16d5, 5bf2, sigradi2015_4.219l7, 54d6, sigradi2015_6.329x8, acadia16_488b29, 3dda, d77b, f72a, 1298, 4b84, 42b7, 31c0, ed9c, 7a25, 5ff9, 1bf2, acadia14projects_63au, ecaade2015_114s22, 3e67, f240, acadia16_12m1, e8ea, acadia14projects_147an, dc9f, f569, cd6a, b958, cfc3, 68be, ascaad2014_010s5, sigradi2014_314p6, d7c5, acadia14projects_589k, d165, acadia14projects_43ah, 08d5, ascaad2016_009p4, ecaade2016_048w13, 9242, 4ca0, e090, edde, 32c3, a525, ijac201513104r3, d837, c320, cc56, 5ef6, ecaade2016_221p56, 6f10, 5855, 6ec5, 6485, 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ijac201412401r3, 7779, ab8a, 4278, 4083, 3909, 1571, ecaade2015_171x36, ecaade2013r_018m9, 996e, 4759, sigradi2015_3.370b6, a488, ascaad2014_026r6, 927f, b0ab, 9ec3, 75d8, 9dc1, ebba, f858, 517f, 41e9, ca99, 4180, ecaade2016_118s31, 236f, a822, 1879, 5a4d, a368, acadia15_149x5, 6d43, 886d, cd09, 3518, 6f37, 91be, 5381, 5820, ca2e, 8959, 4848, 8290, 613e, d477, a32d, 378a, 80a5, 349a, 5200, c034, ecaade2015_155s32, 42cb, 3185, sigradi2014_345y9, d8d2, 3457, ijac201412405u8, e187, 7180, caadria2015_190f28, ijac201614401f1, ecaade2015_230m52, 34c8, 9cb5, ascaad2014_010j5, d2be, 20b2, ecaade2016_230b62, a60c, af34, 864c, fcbe, 07e6, 35cb, 75cf, be29, 69bc, 8d23, 7920, 9625, ecaade2016_021v5, 8622, f91f, d847, 5c1f, 5c82, bdf4, caadria2017_069z21, 093c, a763, ecaade2014_149f34, 58f4, f60c, 670e, caadria2016_713v30, ea26, sigradi2014_169t4, 00fc, d2a5, 22ac, 49d3, c147, f5f8, 5751, d359, ecaade2014_141j32, 59c5, ecaade2014_072c18, 0a90, sigradi2015_11.165t25, 1a76, 03d5, acadia14_281x, c229, 28db, 8f43, 1481, 260e, 0da0, ecaade2016_132l37, c118, ecaade2015_287r63, c6eb, acadia16_88v6, 306a, a36a, 20b9, 33fc, 77e8, b6d6, cb48, 1b64, c38e, 6c2a, e67b, 2da1, sigradi2016_815q, 7628, af79, 9168, acadia14_479m, ccff, 168d, 1f18, 4bf2, 52ac, cde1, 3930, 27a6, b9a2, becc, 291c, beae, ecaade2015_302l66, 7784, ijac201614407c5, 7abf, 4af8, 27df, c3db, 875a, 03fb, 6dac, 553b, 5f6a, 1b4b, 2276, 668b, 61bb, ascaad2014_017n9, 98f1, 0e0f, b4fb, 5e6f, 65dd, 91f8, 68c3, ecaade2015_241g55, 5207, 3f4f, 0cce, 6516, acadia16_62k4, ecaade2014_022y5, 5f12, 417a, c3c4, 6211, 9d95, ijac201412407w9, d3c5, ff46, aa8a, c54f, sigradi2016_443vv, caadria2015_084b13, 6bd1, 0d08, 5abd, 5033, fb3d, 6b38, 9ea5, 6c8d, sigradi2016_484j, 7728, 95e5, b589, sigradi2013_234k, 35fa, ecaade2016_065g16, 4605, 6d44, 2c52, c483, sigradi2013_138s, 70f4, 8a74, 361f, ascaad2016_049v20, f005, ecaade2015_317f69, e4fe, c862, c68f, 1ac7, fec2, feb8, 5f7b, sigradi2016_585ww, dc64, acadia14projects_63b, caadria2017_054g18, caadria2017_047e15, acadia14projects_91s, sigradi2014_201i7, 6f22, fe52, e09f, 2deb, ecaade2015_127w24, 1ec8, d156, sigradi2013_189i, 7857, 1c79, a724, ecaade2016_110f30, effd, 32b2, decb, c6ab, cd91, 2e23, ee99, 6505, d6af, fa9c, f4b7, 06b6, 37d6, acadia14projects_247s, 1695, 8951, 093a, 9ff4, 9774, 6446, 8882, ecaade2014_202k52, 78d3, 25ac, b9b8, e831, acadia14_487f, fb14, fd7f, de5a, caadria2016_819k34, 0082, 01ca, ce12, 945a, sigradi2014_015i1, bc02, sigradi2015_9.152u16, f0da, fcd2, 5774, 905a, 7bce, a260, 7db0, 1208, feb9, ce04, ecaade2016_040v10, sigradi2016_655j, 3b30, 584b, ecaade2014_078p18, 7f19, 34ae, 1b93, 6244, e477, d43a, 195e, eb3d, acadia14projects_117av, 5f92, b0a4, 7b7f, 9bd8, de97, 62b3, 5af0, 7d9f, ijac201614303j2, a05e, sigradi2015_5.384n7, 297f, 1e0a, f02e, acadia14_267n, 479a, 0b45, 9660, 43e6, 438d, 9767, 5045, 0372, ecaade2016_mrtm66, acadia16_106c8, b5d5, 125d, 5410, caadria2017_145g38, acadia16_98s7, 1c67, 4a01, ecaade2015_240u54, bbdf, 7fbe, 8bf9, d57f, b30b, 4d5c, ecaade2015_21n3, dd33, 7fdd, 7032, 1e8d, 8cf9, a1bb, 1ddb, 0893, ecaade2014_092a22, 172f, 7f98, f9c7, caadria2016_829f35, e536, ecaade2014_186d48, ascaad2016_016s6, 2739, f2f6, 25ad, 419c, 2388, 3e4f, 8048, 7ab4, 2b48, 7450, c526, beb3, ad2c, 489e, 4fff, 7769, 7bd9, a977, bea6, 2afc, 14ac, bcf4, 7092, f829, cb1b, cc55, d823, sigradi2015_6.341w8, e137, acadia14projects_517n, 7eb9, 7e64, 9db5, 0782, 39b4, acadia16_270y16, ijac201614405x3, ecaade2015_202d44, ijac201412304j1, 1766, 284a, ddf4, e3da, edda, ecaade2015_22m4, e41b, b7b9, ecaade2016_063m15, c295, ecaade2016_224b60, 9ffb, cd9d, sigradi2013_30c, 9611, 8654, 858a, 547d, cda3, 3dd1, sigradi2015_6.387r9, ascaad2016_045y18, df38, 60f5, 321f, 8ff8, caadria2017_074g23, 1865, a03f, 24e1, 1a1e, f273, 3102, acadia15_497e22, 2ba4, ascaad2016_058d23, 1fd8, ascaad2014_013v6, 31af, acd9, ddc2, caadria2015_156k24, 114b, 7f43, e1b3, bce3, ed53, 930a, 5b3c, 7e76, a443, ijac201513206e9, 2de0, sigradi2015_3.212i4, 0244, caadria2016_621t26, 2b77, 42c7, e885, 5846, 6d20, 4db3, 1fb9, 8b2a, 7f52, ecaade2015_319e70, be69, 760c, ecaade2015_129r25, 4d73, caadria2017_142s37, ijac201412304e1, be82, 0cd3, ae38, 5792, d324, 440b, acadia14_247v, 30c8, 7679, accd, 6e2b, ascaad2014_005g3, 79c9, sigradi2013_294u, ecaade2015_314l68, c45f, fe79, caadria2017_174n42, 88df, f790, sigradi2014_172v4, 4c57, 7194, ecfe, cf3c, ijac201513206t8, 9f65, b976, 46c1, 3908, sigradi2016_484uu, 36e3, 5147, caadria2015_124w19, 90f5, caadria2017_016e6, 52f3, caa1, acadia14projects_33aj, eef1, 5bd6, 2b9f, 56cd, 3572, 91cc, 8982, 390f, 5630, caadria2016_797w33, ca0c, 1bbb, ecaade2014_030l8, 022a, 1abe, caadria2017_069e22, 75a2, dc34, a75a, acadia14projects_117d, ascaad2014_024c6, 1ff4, 7d83, ba28, ecaade2016_139a39, af7a, b040, 1702, 2dcf, d574, bd48, b52c, 5c6c, 59d8, 58e5, a6c5, bf1e, e173, ff34, aa41, ecaade2016_011f3, ecaade2016_243r64, 2c81, 8007, acadia15_185i7, ecaade2016_043a12, 76cd, 1b18, adbd, 1b50, 7a0f, 5f1b, 0b63, 58cd, a30c, 8e68, 4efc, ff75, 5157, b647, 7e79, 62bb, ecaade2015_152s31, 6a7d, 3e86, acadia14_579f, 92ea, ecaade2013r_002d2, ecaade2016_ws-dleadm68, 475a, ecaade2016_164p46, 0f99, ce30, 4cba, e9c1, 38ca, c965, b399, e7da, 7f5b, d414, 3bfb, acadia15_232t9, ijac201614407t4, 0c84, 8f38, be10, 0a5a, b890, 6070, d3c9, 4c59, 9121, ec2d, 8251, e90b, a7ab, 048b, ee98, c0bc, 9e66, 1c00, e1c8, 3233, bee9, e320, 2890, e051, 73d9, acadia16_140p10, ccb0, sigradi2016_636o, 0fc5, 2129, a49d, sigradi2015_8.186c13, 94e3, b82c, 98c1, ecaade2014_100d23, acadia14projects_565o, 8963, c7e6, fefb, 9963, 230f, 7088, caadria2015_233g35, c3bc, cfb0, 8b43, a962, 412b, c156, caadria2016_809h34, 8555, 3a67, ddbc, ijac201513203s7, dc92, ff35, acadia15_431o18, 73ea, b79a, ijac201614204o9, 7c29, 10e7, bab1, d76e, aaea, caadria2017_062z20, f5fe, a776, c03b, bc95, 7c9c, e4fc, ecaade2014_010v1, ecaade2015_229y51, d73b, 9756, ecaade2016_042m11, acadia15_343j14, a609, 10da, ecaade2015_284o61, 6f80, b796, 78f0, sigradi2013_52h, 2504, 92a5, 8cd9, be43, 72d4, ecaade2014_195p50, 4472, ecaade2014_044a11, e007, acadia16_344v20, aace, e953, sigradi2016_358o, 8343, d9d3, ef0b, 5155, 6acd, 1c04, 0953, ascaad2016_038j14, 9c88, acadia14_47h, e473, caadria2017_158c40, ecaade2015_171w36, ijac201614208w13, 2bdc, ecaade2015_130a26, 45dc, 5460, acadia16_12e2, 6303, 8cb3, 95ff, ecaade2014_204a53, bc3f, sigradi2014_048t4, ecaade2015_228a51, 651e, a4e1, 55b6, 87b2, 3d80, c5fe, dc4f, fcf7, acadia14_479g, caadria2016_013f2, ee46, b8f6, ijac201412305a2, e264, ijac201614208l14, sigradi2014_132k1, 3b25, acadia14projects_153as, 4e5e, c718, 1d43, aa75, ijac201614309p6, b566, caadria2017_124d33, d33b, c534, 23c3, 5991, 4846, c185, acadia14_53m, c0d1, 1c34, 2acf, d671, 779d, 2d8e, 9da7, 214b, 2f49, 0cf8, 634f, 70e5, 9735, c339, 55fa, 516c, d98c, ijac201614204s9, d3f2, ca27, 22aa, 41b4, ad0f, 934f, 42a9, ed5c, 18d8, e231, 9768, a02e, 5f4b, d7f1, caadria2017_037d12, d191, acadia16_34w2, 6853, ijac201412301n5, 7311, 1d3b, 6c0b, c8f3, 964a, e753, caadria2016_003c1, bb3f, caadria2016_435m18, sigradi2015_9.152y16, 9c3c, 24c5, 5612, f5bf, 60d6, sigradi2016_417kk, 5e38, ecaade2014_218k55, d35d, a015, f3b8, 91d2, caadria2017_056z18, 5406, caadria2016_735t31, 1028, ddb1, 7d7a, sigradi2015_7.203e10, f1f5, cade, caadria2015_032v4, ecaade2016_002i1, 4aff, 8b57, 2def, ecaade2015_194e41, 8f22, e988, c6d4, 9045, f220, a842, 82d5, bddb, faf3, 5044, 45ff, caadria2015_054l6, ecaade2015_122h24, 4a13, c5d5, 3fd9, 9cc6, acadia16_98h7, 8225, b40f, 78a0, a3ed, ca82, e6b8, a637, fb95, 0d38, 8925, 5678, 7b43, 5182, 9614, 2912, 3cca, f5ba, cc9d, 540e, 8df1, sigradi2014_136e2, 5345, 33d0, ascaad2016_045f18, 1392, 5001, 40f4, 9ca4, d8f8, ascaad2016_007k3, b192, 855d, 71d2, 7ad8, 6f42, 7261, ecaade2015_91i18, 2ee6, 45e4, 938c, 973b, d8a5, ecaade2014_066r15, 718d, 44a6, d229, 708d, 0df5, 41e8, 1ada, ijac201614105s4, 15a5, caadria2016_281m12, 44ad, 951c, f9f4, fb86, c527, 68d3, ijac201513204t7, 5ecb, d656, 5cd0, a0aa, d70e, c913, 3364, 7f34, 911b, a154, 1116, 43ed, 097a, 4e3a, 557f, acadia14projects_619ai, db54, 9bab, 6fdc, bae8, 5295, 6575, 3050, cdc4, f499, fb3f, b1d1, f42b, 19d4, acadia15_243a10, 5592, sigradi2014_265t1, 0277, 7137, 1013, 2bd1, 80db, d647, c839, a05b, acadia15_357p15, d421, ascaad2016_034j13, 6c86, 9202, 624b, 2a6b, a1d6, a432, ijac201614407o4, 2208, d66b, 1cda, a99f, bab4, cd2a, 2c59, ascaad2014_005o3, 6123, bea2, 5817, 04d5, ecaade2015_138r29, d6b0, 9073, ascaad2014_034k1, ascaad2016_006i3, 96a1, 8964, 76dd, c764, 46a5, caadria2017_134x35, acadia14_709am, c9b7, d8a7, fab8, 2659, sigradi2015_10.7f18, acadia14projects_375g, 12c8, 165c, b520, 030b, 728a, 9339, c5ae, ascaad2014_013s6, 7d39, 57bb, b0c4, 72db, 16ec, ijac201513101e1, 3a1a, 1aa5, ascaad2016_045c19, sigradi2015_3.394h6, b307, 1830, 4597, 17ea, bff4, sigradi2016_435dd, 0d0f, 92aa, 4826, acadia15_95n3, 63ea, 9efc, 9891, cbfa, b510, ba10, 87f6, 1a5c, a113, 834d, 4905, 7df0, c94f, 99dc, 3414, sigradi2014_144w2, 431f, 963b, acadia14projects_23ae, acadia14projects_43ai, 8a6d, ecaade2015_115z22, acadia14_523ar, 1a00, 8931, c91d, d2ab, e2ce, 99e5, fcc9, 350f, e156, acadia16_54x3, d391, 980a, 840b, a5e7, afbc, cb6b, e814, ecaade2016_072k20, 33e2, cddc, b28e, 06f2, 69ae, 3802, c6e2, 6fbf, 1c8d, efc6, e2fc, 59f8, f4d8, 35c1, 3d1e, 4f9a, ed33, 52ae, 2e48, 9d7b, eaa8, ijac201513205u7, 977c, acadia14_247m, 8bec, sigradi2016_654ww, f7f0, d7b6, 5e22, aa7d, c8df, 6964, a348, b490, ijac201513205p8, b66b, 0390, ac16, 0d52, 1d50, 1d4b, 3d09, a1aa, 802e, acadia14_699s, a4a7, c3cc, 4d10, 44b6, bdb4, 7097, 3f74, 3452, caadria2017_004i2, 12f7, 56a3, d771, 6f71, acadia14projects_63w, ecaade2016_162c44, 29f5, eaa4, a283, ecaade2016_130h36, ecaade2014_168s41, 0f12, afd6, 944a, 1d1a, 4cf9, b33a, 75f3, ecaade2016_158u43, 4374, fed7, 48b6, caadria2015_012h2, 3a7c, 33aa, 428d, 6ef6, ecaade2015_21j4, 649b, d604, 65a2, e5a8, 17f8, sigradi2014_042p3, sigradi2016_441mm, 4e05, 0566, 9f11, b515, c202, acadia14projects_479m, d0f4, 8b97, b18e, 11e3, 4c11, 9056, 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eba9, sigradi2014_213y7, 5bcf, ecaade2015_320l70, b8a5, 1b4a, caadria2017_145j38, 69fc, 27ff, b162, c00a, 3ca8, e559, 46d8, b0ca, fb74, 991f, sigradi2016_490ee, 39a4, adda, ijac201513201j5, acadia14_463as, 9938, 90fa, e4bd, 6318, 281c, 63ab, 98e4, acaa, ecaade2016_016e4, aa12, 14de, 00f2, d836, acadia14projects_463at, 7ed2, 0164, 15cf, 4e03, 1171, sigradi2014_137k2, 3984, 9201, 454e, 5654, 463c, 115d, 10af, 65f6, acadia16_352z21, 4df0, 1d1c, a25e, acadia14projects_81n, 61e6, 6caa, caadria2015_105i16, 3cd3, caadria2017_002m1, 5c63, ecaade2014_208c54, ce24, f8a4, 48c3, a510, d19a, acadia14projects_473an, 20a5, 8733, 12f0, ascaad2014_023u4, caadria2017_142f37, 8456, 6e64, 2f02, 9e99, ascaad2016_022v8, 3833, 37b0, 3fd4, 6814, 9425, 6437, 97c4, 062f, ddec, ascaad2014_023c5, acadia14projects_87ae, 863b, b4c3, 1d22, ecaade2016_238k63, 37d0, 6fbe, a6ac, acadia14projects_691at, 27c6, 1196, acadia16_78s5, dd6f, caadria2016_529t22, b96d, 71b3, 847f, ec00, a684, 276a, 8ab1, d9f5, fa6e, 0b52, 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76e2, acadia14projects_291al, 87ab, e193, 00b8, 2a78, sigradi2016_710mm, 985e, 2a06, sigradi2013_234m, 2ba8, 8ce0, 3c2c, ace9, 8033, ecaade2015_84w16, bb57, 5b2e, 3ea1, sigradi2014_045w3, f8c9, acadia14_219ay, 1cd9, fea5, 8c6b, 40b6, 640c, f3a7, 4792, 271c, 7f92, 2cb9, b8e0, 3db9, 4d3e, ijac201412205r3, 387c, e892, acadia14projects_445ab, b718, 3677, 35f5, 1307, 0d82, bce9, acadia14_301c, b6b1, 4880, 0413, acadia14projects_281t, acadia14_655aa, 345a, b8c3, 4c8a, a9fc, 4e3b, acadia16_470o27, 913e, e095, sigradi2016_621ff, f9cc, 4cb2, 8504, 9f9c, 1aab, 6525, ecaade2016_075y21, f0d5, 79da, acadia16_140w10, 4c8b, 7d59, ecaade2015_284x61, 763d, 700b, acadia14projects_339am, sigradi2016_625oo, 8ca5, 27c8, c728, 8e92, 512b, ascaad2016_038s14, ce3f, acadia16_308p18, fbc9, 08ac, ecaade2015_17f2, 7979, b5ce, 1860, ascaad2016_048f20, d546, acadia16_62u4, 1869, f1e4, e3a3, 9fcf, 2f39, ca5c, caadria2017_031m11, caadria2017_056a19, bfc0, e7a8, 1df1, f0d7, d291, 6d6b, 2046, 61cc, 3a84, 53e6, sigradi2016_685pp, f2e1, 8717, caadria2016_735s31, 388f, 16a3, 50f0, sigradi2015_10.307b21, ecaade2015_170y35, 85f5, 120d, 5bd1, ebbb, 76e9, acadia16_488a29, caadria2017_129v34, 1959, 9042, ijac201614402k1, e09d, e00a, b2c6, ecaade2016_203e53, caadria2015_070b9, 7eb2, caadria2017_132m35, ascaad2016_005c3, 436a, c596, c6aa, 0f75, bb58, e2ef, ecaade2015_217a48, 1003, 09f9, ijac201412402s4, 9213, f573, 82e3, d764, ff57, ab89, 158a, 3241, b4b7, f27e, 442d, c588, 6466, d5fa, 8429, 24a1, f4f3, 7e72, 510c, c9e2, ee76, 902c, caadria2017_009n4, ecaade2013r_005k4, 6475, 8a3f, e725, 44b9, 9aa4, a0f5, 1d47, fe37, 1506, a21a, 8f02, 1441, a148, ba08, f10c, 7d07, dc6c, 92b0, 6e62, 8155, acadia16_332z19, 0131, ascaad2014_017w9, 87d1, caadria2016_745w31, 96d3, 1477, 72a1, e890, cb83, 0b22, b00f, ea30, 46d3, acadia14_145n, ascaad2016_023e10, 229a, ecaade2014_149k34, f8d0, 7a34, 0c2b, 0e1c, c951, 91aa, 8678, 278c, a23f, d8b6, 9c0d, 3c94, ecaade2016_129f36, sigradi2014_070w5, 492e, acadia14projects_365ag, 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