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 caadria2016_229
authors Liu, Yuezhong; Rudi Stouffs, Abel Tablada, Nyuk Hien Wong and Ji Zhang
year 2016
title Micro-scale weather data for energy performance assessment in Singapore
source Living Systems and Micro-Utopias: Towards Continuous Designing, Proceedings of the 21st International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2016) / Melbourne 30 March–2 April 2016, pp. 229-238
summary Weather data plays an important role for energy perfor- mance assessment in the design of buildings and urban environments. Many researches have been carried out to generate and analyse vari- ous weather files for different simulation platforms. However, investi- gations have been lacking in the development of weather files that ac- count for urban heat island (UHI) problems. As a result of global warming and the complexity of the urban environment, the weather file for a modern city cannot be simply based on climate information from 20 years ago. The objective of this research is to demonstrate a method for creating different micro-scale typical meteorological year (TMY) weather files based on different urban texture values. This re- search includes three steps: 1) Recent years weather data is obtained. 2) Considering the UHI impact, a series of new TMY weather files are generated for different micro-scale areas in Singapore based on rele- vant urban texture variables. 3) A comparison of the results shows that there is a big difference between the new and the old TMY. The tem- perature of the new TMY is 1-2°C higher, while the solar radiation is lower than the original TMY data. Hence the new weather files will be more credible than the original TMY for energy performance simula- tion in the design process.
keywords TMY; UHI; Sandia method; energy performance
series CAADRIA
email liuyuezhong@nus.edu.sg
full text file.pdf (2,412,506 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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1523, 64b7, 1105, f02d, fa34, ascaad2016_031n12, 50dc, 44be, 3b6e, e2b5, ecaade2014_010d1, 5c5b, 6f12, bf6b, 5c60, 62f9, 968f, ecaade2014_011h2, sigradi2013_41b, 4208, ecaade2013r_003k2, caadria2016_013x1, cdec, 46b9, e452, bd09, acadia14projects_115ai, c03c, b65f, ijac201412403u5, 6341, 7f5d, bf03, 3f34, 66d2, 0633, b9f3, 7459, 04d0, ef3f, 24c6, 635c, 37de, 657d, 1449, f379, fccf, cb9f, f9ac, bcc2, 5bd1, 4e9b, a05d, 6c07, 74be, acadia14projects_699n, d578, ascaad2014_001k1, ascaad2016_009p4, 37c1, d764, 4b15, 0c25, fe1d, 4778, a812, ecaade2016_217i55, 76ee, sigradi2013_345m, 8ed8, 3977, d10d, afef, 4576, 5494, 1d24, 78e9, ecaade2014_133m29, decc, 1588, acadia16_88r6, 0536, cfcf, 68d2, 4ea7, f81f, c7cd, a418, 7840, d744, 400f, a994, abbf, 62db, 5fde, 5522, 194c, f410, 5bcd, ccd5, 1307, 090d, 45b3, f54a, 180c, 795c, cdd6, 38d0, 725d, acadia16_224w14, 15f0, d5d9, f179, c993, bd20, a8fa, e7be, fc68, c5b0, acadia14projects_487i, sigradi2016_383jj, 4702, sigradi2015_2.162s1, caadria2017_067k21, 2ac8, 95e0, 59c6, 3c57, dc03, 41f9, ecaade2016_223f58, 5384, 21b9, 53a0, 6395, 39f5, 4623, ecaade2016_198r52, a272, 117e, acadia14projects_463e, 1d2c, 4f44, bfa5, 92bd, fe58, e634, ae8f, 0581, ad47, 040b, a2dc, fffa, ascaad2014_031g9, ijac201614102x2, 708b, a66c, 37eb, ee2e, 420c, 76d1, 458d, caadria2016_579z24, caadria2015_084a13, acadia14_291an, 9005, 7b37, a1ad, 8670, de4e, sigradi2015_8.189s13, 3dd4, 2d31, ascaad2014_033e1, 079d, e327, sigradi2016_602d, 2fb1, 04ea, 929e, 7af9, ecaade2015_138b27, 302d, ecaade2015_143l30, 7520, 3dfd, d474, e44f, caadria2017_129p34, 8240, 2cbc, ecaade2015_92s18, 6df8, sigradi2015_13.316u28, 3f01, caadria2016_157o6, sigradi2014_330c7, ecaade2015_116h23, 5688, a61e, 13d4, ijac201412407w9, 1e18, 2bec, b9f2, d0b9, 9ab7, ecaade2014_218m55, f9c4, 0e8e, ecaade2016_208v53, 8c4f, 7dc5, c2d7, ecaade2014_195i50, ce90, de71, ascaad2016_046m19, a57b, 4982, aad1, d4b8, ijac201614102g2, 6420, 2a01, 63c1, 44ed, 3e51, 177d, 9d66, 8153, 3195, 78b3, 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e190, 7c43, caadria2016_549n23, 1f22, 3ffe, 1a8e, ecaade2014_156g38, 8fc9, 7928, ecaade2014_086z20, 6a46, d2a3, d6f5, d23a, efb4, 4c57, 55a9, 0b11, e353, 8fcd, 46aa, 27d6, 3cbb, sigradi2016_375h, cf20, 8f44, ed88, 8139, b8af, f547, 65db, 7646, eb39, 1765, 406e, 71ba, a6be, e448, f1db, c1ed, 63fa, 55e2, 00c5, 5764, ascaad2016_028w10, 7d7d, 632c, acadia14projects_81k, 780a, 4fcc, 518d, aea5, f29f, caadria2015_010x1, fc93, d3f5, 24ca, 2813, 2bee, 67f4, 59c5, a250, 1d06, e73d, 8edf, 2f6b, 883f, 9a9a, 5348, 9be2, d2f5, fbd2, fc8d, 0c65, da51, f412, 6220, 797a, 7125, 0b4b, 4d96, 4361, 89cf, 81e8, 0146, ecaade2016_ws-intelligenty68, ecaade2016_152u41, 3551, sigradi2014_180s5, b235, ecaade2016_217l55, ac28, fda8, 46ac, 8244, c138, ecaade2016_162t44, fc52, 051e, 2880, 4e15, 64ec, f555, a8de, 6198, 1158, caadria2015_126o20, db7d, 3c60, 71ad, 669c, 39ea, 4a74, 55ee, ijac201412301x5, 5b90, e586, a20c, sigradi2014_345g8, acadia14_365ai, dbed, 76e0, 4274, a13c, 46ff, baa4, ijac201412408u2, edbc, 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d3ad, 751f, 8805, 52ca, b255, b4f6, acadia14projects_497ac, acadia16_62h4, 2d11, sigradi2015_sp_8.6c30, 339e, e98d, f4f7, a616, 6b69, 3c83, 11d3, 61b8, af7d, 36f3, 7cc0, 9f47, 32bd, a587, b09f, b65c, 4e1b, 3bb2, acadia14_111g, caadria2016_725f31, de38, bf60, 05d1, 6649, sigradi2015_8.186g12, 3685, caadria2017_127g34, sigradi2014_047i4, acadia14_23v, 5532, ijac201614301c1, fae1, da7e, ascaad2016_046o19, 0863, 9fc1, 9ea6, fb67, cd11, f63a, 3d87, 650b, ae7a, f20b, 52ee, 8a4d, c3a4, 8a4a, c4ba, sigradi2016_809uu, sigradi2015_12.259y27, f01e, 5865, 25bb, ecaade2015_193d40, 46d5, 79ce, ecaade2015_251n57, 9826, 8e81, bf0f, ecaade2016_087r24, b91b, acadia14projects_463i, b287, 75cd, 2d88, ijac201513205l8, f3c6, 5ed3, fdd1, a2ce, 68ce, 1bba, acadia14projects_637ae, acadia14_63e, 48be, sigradi2015_sp_8.284m30, 3c2f, 4abe, 9b6c, 1678, 18f2, ecaade2014_079u18, dea8, sigradi2016_417kk, efe0, 1749, ecaade2013r_005j4, 66cc, 1071, d0e9, b685, afb2, b3d0, ecaade2015_94e19, ascaad2016_032v12, 3844, 2932, sigradi2015_4.219d7, ijac201513102d2, 40f9, 3c4b, 70a2, 3904, sigradi2015_8.186l13, 109c, 14a6, 06d0, 38d8, ijac201614101f1, caadria2016_045d3, 8913, 2f70, fe4f, sigradi2013_194o, 7c56, 9cfd, caadria2016_259r11, 6082, 9bd4, ecaade2016_224o59, ecaade2015_180w38, 18e0, 584f, acadia16_12y1, a6e3, fee4, acadia14projects_177v, f8b6, ecaade2014_225f58, 43f6, ecb7, 3d3d, a459, ecaade2015_171b36, ecaade2016_167d48, 9165, 9193, f4db, ascaad2016_038n14, sigradi2015_6.329v8, a566, acdd, cd79, acadia14_671l, ascaad2014_019r2, bfa2, 99ca, 6b83, a81a, a56e, 6022, 6651, acadia14projects_435ao, 136d, fa7e, bc0a, fac9, 3e11, 193e, 9835, 9251, ecb0, 2103, 9228, ae83, ac14, a160, 2b37, 3708, 4abc, aca6, 2414, 551d, e08e, 5185, 9227, af2a, d2a4, ascaad2014_019i3, d1ec, 02e9, d1c1, 75b4, 977a, 8c79, e1bb, 6407, 6587, 42f3, 23c3, 4196, f029, caadria2015_014k2, 0edf, 128a, 816b, ecaade2016_037v9, ec09, 75d2, 86c5, ff12, 4089, 278b, 91e1, c3cd, acadia14projects_549s, 04ee, 9892, 5e16, ad00, db54, aca2, 64a4, e62e, 87ed, 7e72, 9e57, 39fe, 37c4, ad30, 3d36, 1444, b727, ef8a, 7f69, 68d8, 6949, caadria2015_060x6, 7dd9, b1e3, 8c26, c27e, caadria2015_122m19, 81b4, fabc, eb62, c448, bb23, 2685, a252, 0012, 8850, 3286, ecaade2015_196t42, ijac201412404v7, 792d, sigradi2013_243s, df7e, caadria2015_246a36, 80a6, 5124, 4301, sigradi2013_327s, caadria2017_005h3, 92dc, 4894, eae1, 628e, sigradi2014_015h1, 6e60, 691a, 1aaa, sigradi2016_814i, 8289, c30d, 2331, dcb2, 6231, 234f, 7640, 7aa9, abcc, 7a2e, caadria2016_735m31, 8cfc, 0c11, 4392, ecaade2014_156i38, acadia14_619z, 397b, caadria2015_172i26, acadia16_140v10, c5ad, 89fb, 3f54, 5ab2, 2933, 4866, caadria2015_130b22, e28c, 4e6e, 522c, 9b3d, b501, ef98, caadria2015_130z21, ijac201614105f5, 17bd, a77d, ace8, 020f, acadia14projects_661n, b79c, bce4, a213, 74b8, 386b, fb54, ascaad2014_028p7, 23bc, e577, 44bc, 7415, 3860, acadia14_627aw, c357, bfd6, 24cf, 3c76, 629e, 3a5d, sigradi2015_sp_12.402x31, ecaade2016_089w24, 545b, 7f3f, acadia14_719o, e804, 4e4c, f682, fc7f, 3f62, 2367, 3e78, 4c53, sigradi2013_41v, ascaad2014_005f3, 463e, ecaade2016_230u62, e96a, ce44, 5d80, e0d9, f1e5, 3f60, ea6e, 916d, 6e59, 93fc, 5c30, sigradi2016_637w, 4641, d918, 9c4a, 7d33, 3a33, 7ddb, c2d9, caadria2017_048o15, c4cd, ijac201614306u3, 1004, 088c, 03c0, 2c30, a18d, ijac201614405f3, 7db6, 4ffa, 2210, 16b6, d87e, d846, 5205, 021c, ecaade2016_058y14, acadia14projects_23v, 0d77, ecaade2014_153m37, ea25, b703, ascaad2016_045m18, ea14, cc69, 2110, cd73, ecaade2015_237e54, d982, acadia16_254d16, caadria2016_177c8, 1333, ff01, ecaade2015_293z63, 3774, b984, d4c8, caadria2015_176n26, 5995, ijac201412301p6, ddb6, a9ba, ecaade2016_237f63, 6c2f, 1625, ecaade2016_043d12, 5e46, efb0, 2991, e694, sigradi2014_314l6, 585a, caadria2017_015e5, 9e13, 1732, 2adc, acadia15_297d12, 89fc, 23fd, 0c4a, sigradi2014_266d2, cc29, 535c, 736c, 67bb, 8226, caadria2017_029h10, dc54, 0c09, 18d1, caadria2017_101o27, sigradi2015_10.309g22, c7bd, 1dc5, 8ce2, 376e, fe3e, 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ascaad2016_020u7, 18ae, ecaade2015_61w11, caadria2016_529p22, 5a98, a689, ecaade2014_167m40, sigradi2014_263y9, 050b, ddc3, ec87, acadia14projects_601v, 5a6a, b83a, caadria2016_395w16, 8202, 62c2, bf41, bce0, caadria2017_123l32, f069, 609d, acadia14_655z, 1b37, 8858, c456, d48c, ecaade2014_057o14, edad, a3c8, babe, 3275, 3d6d, acadia15_211z8, 437f, c435, ac23, 5ca0, a4b8, 926d, 4242, 92da, d449, ecaade2015_261h58, d365, 719c, cc16, 0f17, 71c5, 4437, d5c0, ijac201614402y1, 53f3, c1a3, 2559, 79d1, 76eb, ecaade2016_018b5, 383c, 1f79, 6734, 88a2, a4f9, ecaade2014_173w42, 828d, ecaade2013r_003w2, 931c, f09d, 9c24, 818c, 2929, ecaade2015_207d46, 373b, bd61, 22e9, dfaa, ef1e, e487, 9c2d, 9960, 9062, 802c, fb83, caadria2015_181g27, e5e4, 39c0, c5ff, ea0f, d329, ascaad2016_045a19, 0619, 5641, 7349, 0e50, d5dd, ecaade2014_072x17, acadia16_140f10, 6ca0, ecaade2016_166w46, 3f24, 6a98, sigradi2016_737ee, ead3, caadria2016_219k10, 4bee, 3714, 016a, c606, 87bc, 0c12, 9019, 85b7, 7526, 2269, d2a8, 1059, e4c8, 9c39, 3797, ecaade2016_241i64, a32b, ascaad2014_027i7, caadria2016_167s7, ab3d, 0060, ca66, 3558, da24, 19a7, c5ab, ijac201412301p5, 3752, sigradi2016_814h, 367a, 1c90, caadria2017_155n39, 31fc, sigradi2013_414v, ade4, 5b86, 005f, 149d, 8926, ascaad2016_022p8, ijac201614303p2, caadria2017_043w13, 0552, caadria2016_713b31, 27aa, b6b2, f6bf, 8077, 70bb, 1e7f, 2eaa, f0ed, 0023, 9bde, fc9a, caadria2015_208l31, ad1a, acadia15_284t11, 7bb9, 8701, 9a09, daa3, acadia16_44o3, 3d90, 4ae5, ijac201513203d7, 623c, a107, a8a3, cbbc, acadia14projects_153ar, dd44, ecaade2013r_015l8, a80b, 2cee, ec11, a02e, 7436, d944, 7d4c, ecaade2014_218z55, 4ca8, 1ae5, 5d69, 8fb7, 2f5f, acadia15_381u16, 8a06, c56c, b64a, 4974, 74ea, bbfa, b867, 213e, b5f7, acadia14projects_333av, d2a6, a6c6, acadia14_473ag, 33fe, ee5c, sigradi2014_074e6, ca61, 031e, ecaade2014_214o54, 43e5, acadia14_63aa, ascaad2014_008z4, ecaade2016_140p39, fd14, 2208, 5fa5, ijac201412205g4, 23a7, 2303, e6c9, 6707, 3a85, f157, caadria2016_105x4, 549c, 75dc, 820e, 40ed, b752, 451f, 7eda, 7369, 5959, a948, ascaad2014_024d6, ascaad2016_024i10, c31e, 3301, 9d98, 3d44, be35, 0753, 2c8d, 1a36, 6c43, caadria2016_467p19, 4b7d, bf84, 0c08, 72a5, 7a5b, 83c8, 72e3, cb13, 2dc7, fc42, afec, cc02, 2b81, ijac201412205e4, 9f2a, 0b35, 048a, 8491, 0707, c6bc, 671c, dd80, 0e70, d234, 8e77, 6e26, acadia14_389f, 9719, e6bf, 2de2, 9511, 8e3e, c0d5, 5536, 8f6f, 7765, acadia14projects_75a, 177b, 5e30, c2fe, 7751, 7600, b504, fcd1, e3f3, 307e, c52f, 0b1b, 1c18, 9685, 08cb, sigradi2015_9.347l17, a33a, sigradi2013_400l, caf7, 9c28, 90d7, f42a, 4d9b, cb5b, 5dce, ecaade2015_81s15, 830d, acadia16_106h8, 3343, ascaad2016_051c21, 9ee9, 33dc, 48d1, sigradi2013_54l, acadia16_308c19, 9870, c0ce, 48a8, 7b38, ecaade2014_015u3, bc33, f575, d39c, 6ca2, 75df, a1dd, e9f7, ijac201614402o1, 2777, 5a4e, ijac201412201j1, c633, 8638, 5e10, caadria2017_131f35, ecaade2015_301a66, 9e66, 5765, ascaad2016_039o15, 00c2, b739, 0eb4, 818a, 6763, 9f3a, 6b8f, 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caadria2015_220f34, 147d, f042, 98de, b777, a7a0, 2e10, 298b, 9e05, 6db0, 993b, 5630, ecaade2015_101f20, 3482, acadia14projects_43ac, a636, 736f, 6709, 35db, 955a, 25c2, 887b, 265f, ef1a, eb9a, sigradi2013_271m, ijac201614204v9, 914b, 91d5, acadia14_101al, cc5d, ecaade2016_110i30, 8b10, 3b53, 5702, ijac201513302n10, f828, 22ee, c68c, 2ea5, 8917, 0a23, 7272, d38c, ee65, caf4, c460, 9bbb, 2597, b54f, 1a0d, c037, 2b12, 1098, f915, ascaad2016_043j17, 4637, 7aa8, 5041, 97ff, acadia14_699r, 7400, 8747, be3d, e402, 3304, bf6d, 7471, 0c38, 84b9, ecaade2016_ws-dheritager67, 9f49, 7c1c, 8d44, ee7d, acadia16_352f22, caadria2015_102z15, f150, 8e67, a023, b9b3, 3750, 4654, 96a6, db58, 0c49, 9447, 21e0, 978c, 091f, 0bd2, 85c6, 2ec3, 518a, 4052, 5c77, ad68, adbb, 91b9, ecaade2016_166a47, a249, a115, 4f7f, b7b8, ecaade2016_074j21, 6f32, 03c5, 3060, e32c, 45fa, ee10, f497, cc6f, ecaade2014_065c15, e34a, 8819, 088f, f377, 5f27, 3b84, f2ef, f893, 727c, 0991, 597c, 507a, 4ec2, ecaade2014_175o43, bc71, cb62, f82b, cd59, e67f, 99eb, 2e26, 93f7, 5dda, 2e95, 3702, c45f, acadia14_579c, 54f9, 1ca5, 018d, 28fa, 992b, 3eb5, 4c19, 4c8e, 1199, bcc1, ecaade2016_065w15, ecaade2015_265u58, f6d1, 090a, sigradi2013_111u, sigradi2014_345d10, c9e2, 67d1, af54, c227, 8027, b759, ed54, cedb, be36, 4a1d, acadia16_424f25, 3782, 4278, ecde, 269a, 9a69, 5176, 1f46, acadia15_323v12, ecaade2016_157w42, sigradi2015_8.289c15, de7e, sigradi2014_291n4, 5d7a, 4ca5, 15a3, sigradi2015_6.366c9, cee8, ecaade2016_185a50, d559, bfdf, 6e3a, 4b08, ab25, 9adc, e7ea, 8dac, ffd0, ijac201412303n8, 1afb, 3db5, ijac201614103k3, 6686, 6f2d, f391, ecaade2016_243u64, b08e, 370e, sigradi2015_12.215v27, acadia15_95f3, 23a5, e04d, 78c0, 85d5, 47cc, 3cff, a1ee, 4d7e, 5a9b, 5d44, a367, af61, aa9e, 316e, b844, 959a, ascaad2016_029y11, 79f3, 2492, acadia16_12o1, bbd3, 6ae1, 7c34, 5958, c321, d41f, 4676, 534c, 24f7, 3c4f, 6d79, 7f9c, 77e1, 182d, 02ae, 0937, ecaade2014_233i60, b6e8, b4e4, db44, 64af, 6d53, 6263, ecaade2016_197g52, 3ab0, a76c, sigradi2015_10.378c23, caadria2017_145v37, a827, bd50, 4085, 2d3f, bb59, 2f51, 8ccc, 6b47, a23f, 3e8c, 15c3, a33e, ecaade2015_265p58, 5bce, caadria2016_167e7, 76bd, 8046, ijac201614202v7, d7c7, 9295, e5fd, 7a12, 7b4d, 2d06, 932b, 75c4, 57e1, 6a1a, sigradi2013_391i, 7f6e, f637, a095, dfb3, ae28, b162, 0eb1, acadia15_323d13, d28f, 6908, bf96, sigradi2015_10.309f22, caadria2015_122p19, ee52, 93e7, 62dd, 28b2, sigradi2015_3.394d6, 1610, bfe4, f7c3, 7a47, 233c, ijac201614104f4, ee99, 27e3, ecaade2015_327h71, sigradi2016_534jj, e027, ecaade2016_011p2, 74e1, 7678, 74a8, e20c, b3f1, ascaad2016_016s6, 47a7, 15d1, 6945, 398d, 4a4c, b385, caadria2017_027m9, 95e2, 24ed, af70, acadia15_161w5, ecaade2014_224l57, 9f18, 2f2a, d049, acadia14projects_247v, 44b7, 7c01, caadria2016_177z7, 6f48, d878, a811, 370a, d2ef, caadria2016_851m36, 77ce, f57d, 6783, 9fa1, f9ae, 3d35, b635, d8ae, 1f93, 2f15, sigradi2013_150, f32c, 2988, 6641, f5c3, 3dd1, ecaade2014_186y47, caadria2017_165u41, f1fc, caadria2017_030u10, d994, 0505, 516c, 96e7, 2092, 9aad, 986b, c0e8, 56f2, fa82, ecaade2015_35b7, 4f10, e254, ef0a, ecaade2015_55c10, ae8a, b53c, dd17, sigradi2013_189f, 00ec, 0def, dc65, 0235, ce7d, caadria2016_405o17, 3f05, 586f, sigradi2013_30e, 25e8, 3efc, bfca, fe88, 20ee, 9181, ef0e, acadia14projects_167w, d741, eb48, 6ec3, c0a1, dec1, f816, 4e1c, 756e, aa09, 7ad7, 6b85, 8459, c9be, ae67, 31b8, 6a63, 0df9, caadria2017_101j27, 6fac, 920d, a26e, 2591, 63e6, b695, 14bb, caadria2017_104z27, 8146, ae18, a279, 20a8, ecaade2015_53w8, 932a, b16c, 2505, caadria2015_156o24, acadia14projects_199ap, c500, 9d61, 5613, 2047, 9f31, ccb7, 28c3, 5895, e5c5, sigradi2016_637u, fa32, acadia14_699i, 3467, bff0, 1937, fbf2, sigradi2016_737ff, 75a3, 9966, 199b, ecaade2015_138l28, b49b, ec2a, f814, dc90, 1ea1, 922b, 07cd, 8669, acadia14projects_531n, ae59, sigradi2014_213o7, c033, b1bd, a45e, b006, ecaade2014_177u44, 2829, 01d2, 7ab6, 54b1, 9437, f7f2, 3066, ecaade2015_285h62, 0760, db81, 7609, addc, sigradi2013_243c, 9aa8, acadia14projects_281w, caadria2016_725k31, 8d32, 5b85, 9bf4, 0be5, 1b5d, e890, 8c1f, c2d3, caadria2016_405p17, f004, fd7c, 2099, da93, d59c, e650, 5d55, b74c, 4382, 7dc0, 4e39, fbd3, e991, 719f, 5dad, 03f0, d633, 7af1, e5ba, 3fa3, ff0d, 6e03, 9f02, 9687, 3378, 2e0a, 3181, e49d, 8bfc, 47e1, a90e, 79bd, 2729, ec6a, 1277, 48bc, 34b8, ecaade2016_123z33, b1e1, 0f50, 194b, f837, 1187, 1b2f, acadia14_619ao, b14b, b881, c255, c5ae, 1592, acadia16_362o22, 8025, 8c1c, 5af1, 82b7, 9c77, 9902, a64b, b3e1, b0ae, 87a4, e86f, 4a64, ecaade2016_234x62, sigradi2016_815hh, ecaade2015_229t51, 5ac3, 20cc, 0e67, 36b5, ff26, f516, 6af6, b441, c1e2, ecaade2015_185m39, c61b, 0b9b, ecaade2015_205x44, ecaade2014_149i35, 2d54, dd8b, a89b, 36ce, 6e63, 43d8, cad7, 66f7, acadia14projects_291aw, 89a6, 6a04, ijac201614302y1, a3f7, 5df4, 368b, 44d7, ecaade2016_228j61, f1a4, e360, 305f, e391, d3fb, 057a, 047f, 9bc2, sigradi2014_140o2, ac91, 0ddf, 53cd, 45bf, 8035, 89ff, ijac201513303s10, 2b78, bba3, 3b17, 8190, db27, b838, 4a44, e7b6, 8355, 1863, 9c13, 66e5, 3168, acadia16_280s17, 6c51, caadria2017_086o25, 6fcc, cf83, ecaade2014_096w22, ecaade2016_230k62, 624e, ae04, c610, 61df, 0630, ecaade2015_229i51, caadria2015_043i5, b0f7, 6ae8, ce19, 7d1c, 1421, sigradi2014_178p5, sigradi2015_9.152c17, 34e0, 9094, 9ea8, 956b, 3544, ijac201614101e1, 11eb, 67de, 82c9, 19cc, acadia15_232n9, 4d3c, af87, 497f, 77bc, 3b6f, 5741, 91a9, d737, fec6, acadia14_267j, a7df, 2289, 0cef, 316c, acadia14projects_177ah, e906, 3d88, 583e, e0f9, d9d2, 0b43, ade7, d6ac, c096, 8f95, 41a7, ecaade2014_140y31, ff2e, 983c, 450e, 56a4, sigradi2015_7.184c10, 0c84, 43c7, caadria2017_123f32, 2a95, ecaade2014_214g54, f595, acadia15_185n7, 2031, ecaade2016_071k19, 116c, 1377, 7e93, 3af6, 05f9, 8a2f, b702, 8006, 5acf, ae41, sigradi2015_8.186a13, 22e7, ijac201513104x3, 0bdd, ecaade2016_ws-afuturen67, 912c, 9244, 6631, 8c85, 651b, ecaade2016_067y16, acaa, 8e9d, 17c9, 82a0, 1014, ecaade2014_169m42, b9c5, c76f, ijac201614309k6, 572c, 98ea, 43e1, 38e8, caadria2016_507t21, 3e5c, aa0a, ace4, fbc8, ecaade2016_042o11, caadria2017_030y10, 2ccf, 3cb2, f3ae, 7c55, 0830, 8d82, 862b, b552, f501, 8f0b, 9aec, 6c9a, f94e, db45, aac9, f726, sigradi2016_686xx, 7b94, db6f, ascaad2014_031j9, ddb0, bfea, 7c5c, ecaade2014_149n34, 2cfe, 25f8, ecaade2015_100z19, b205, 5df6, 7376, ea0b, ecaade2016_013j3, 38a9, 0713, 466c, a96d, 6ec8, 1bae, 9b28, 47f3, 9ba2, ecaade2014_065b15, ascaad2014_008p4, 84a8, e742, 5de9, 8f18, 0fa7, d52a, sigradi2016_816yy, 29d8, 637e, caadria2017_009s4, 6bf5, acadia14_565k, caadria2015_208e31, 4a43, df43, eb02, 0ee0, 484a, ecaade2016_071z18, sigradi2013_189, 1ffb, 9ec2, 4521, ffba, 81ec, ecaade2015_202n44, b420, 7a39, 09ae, 70db, 2fbf, 4bd4, acadia14projects_357at, aa3f, 3170, ae71, sigradi2015_8.339y15, 4268, 143c, 8d3e, 5213, 1fbb, ecaade2014_036e9, 0c6b, 21b8, ec64, d48d, caadria2017_182z43, sigradi2016_737q, c835, 1177, 1038, acadia14projects_145ae, 2990, 1efb, 8338, b0d0, 7bee, ecaade2014_225m58, a4f2, 745d, 8099, c4b9, acadia15_123v4, ecaade2016_073u20, dd72, ecaade2014_214t54, ascaad2014_023w4, fbfb, b55d, 8327, caadria2017_067t21, d9d4, 74b5, 40c1, a2cb, 2625, fb1f, 4c70, ab1e, 7463, 52b1, 89b1, ijac201513302y9, 5a36, ecaade2014_072t17, acadia15_185c7, acadia14_81n, sigradi2015_10.138d19, 55d0, b181, 960e, c4d6, 4fd2, c291, 4e93, ecaade2016_154l42, ecaade2016_128h35, 9982, 8616, 3c6d, 434a, ecaade2016_158d43, e53c, ecaade2016_033b9, c208, 5f5b, 51c7, ecaade2013r_002w1, sigradi2013_326i, ascaad2014_029x7, caadria2017_048y15, acadia16_88o6, c436, 9c03, abf4, d0ba, 38db, 8adf, 7d61, d752, ecbb, ecaade2016_087u24, fca1, e581, a74d, 09f6, 894a, 06a9, bec6, c623, ecaade2015_171r36, af4a, 4ba7, acadia14projects_145aa, ad0f, acadia14projects_91r, 0f43, 9d49, e2f9, 0978, 7694, 2ee2, f896, a2de, 7627, 0e47, a273, 2b5f, d202, cc27, 480a, 098d, 37e5, b9c8, d703, sigradi2013_386n, ca88, 1475, caadria2015_220i34, 5a8d, ecaade2016_075e22, aa4d, fc81, 4e3f, ascaad2014_024s5, ascaad2014_017y9, ca9f, acadia14_399aj, 9c21, 4d73, 7c58, 7f8e, 82d9, ecaade2016_198j52, acadia14projects_719n, d366, 43b5, acadia16_196d13, ecaade2014_139b31, b3a6, 1b2d, fbcf, cb4b, 1a96, 647f, 9537, b77b, fb7a, c873, bdc1, 5584, 2546, 7462, aefc, a9af, ecaade2016_158g43, caadria2017_127j34, ijac201412407c1, ecaade2015_196m42, cd61, cc2f, ecaade2014_233n60, caadria2017_104a28, 9d85, e270, sigradi2015_9.347u17, eaac, 0478, e50b, caadria2017_190m45, 4511, 6b24, 5a55, 3c1a, acadia14projects_579e, 5193, 6699, a2bf, ecaade2015_139b30, caadria2016_167o7, 349f, f71d, a19e, caadria2015_188a28, 572d, ad3c, 8ec7, 0474, d4e9, 00d5, 86c6, 7581, 26f9, ecaade2016_154b42, 488d, e2ce, 01a8, a765, 6664, 70ff, 628a, 5b4e, 1c42, 3457, d39b, ad9a, 6289, da09, 3ec6, 2a7f, acadia15_451l19, 7b46, ed0a, 3117, 8703, d15c, 42ef, 82f2, 73de, 95eb, 9d43, 61c2, acadia14_619am, fc53, ce61, a346, 45e4, 32ad, 48dd, 7036, 16f3, df5c, 4a29, 6229, e4ff, d6fc, 8575, ijac201412408o1, e45e, cd45, sigradi2013_289m, 1669, sigradi2014_045c4, 65d0, 5fee, ijac201614207g12, dbb4, 276e, acadia16_184t12, d80c, 2916, acadia15_284v11, sigradi2014_074b6, caadria2015_114t17, 8158, 9913, e6ad, 3f4c, 0bce, d3d8, f44f, 451d, acadia16_62z4, e12b, acadia15_371h16, 52d3,