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 ddss2008-01
authors Viejo García, Pablo; Christian Keim
year 2008
title Simulation model of heat and power demand in aGerman region until 2030Stuttgart Metropolitan Region as case study
source H.J.P. Timmermans, B. de Vries (eds.) 2008, Design & Decision Support Systems in Architecture and Urban Planning, ISBN 978-90-6814-173-3, University of Technology Eindhoven, published on CD
summary Energy demand is a major concern for the future of European Cities. Resource availability and costs, climate change, and their consequences are directly related with the energy consumption in our cities. In 2007 already more than half of the world population live in cities, and cities are the main consumers of energy. The model presented in this paper explores the possibility of estimate the demand of end energy (heat and power) by simulating with a cellular automaton land use changes in a German region, in this case, Stuttgart Metropolitan Region. Several approaches deal with problems due to data availability, non-spatial information sources, aggregation levels, quality and consistence of data, among others. This case study shows that a non-deterministic simulation model of energy demand related to urban growth is already feasible, with several constraints. Otherwise, the energy demand calculations differ in great manner depending on consumption sectors (residential, commercial, industrial, transport) and all these calculation models should be further improved. Software and hardware constraints have been as well identified, and stressed in the conclusions.
keywords Complex systems, Self-organisation, Cellular automata, Geographical information systems, land-use change, end energy demand, energy planning systems
series DDSS
full text file.pdf (265,738 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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ad10, 520d, abe0, e76c, caadria2015_081o12, 43eb, 92af, 0ac9, d961, ecaade2016_161y43, 2d3b, 9059, dc30, 495b, 7314, ecaade2015_33j6, fa5e, a24c, 25c9, acd4, abd1, 24e9, acadia15_232r9, b045, ef68, e816, 99b3, 4e90, d01b, sigradi2013_158b, a9da, f79c, 2210, 6767, 2781, baa8, 9592, caadria2015_170z25, ac7d, 82b9, ecaade2015_143j30, 622c, acadia16_196b13, 42d3, e8bd, bb78, f413, 0217, acadia14_655ah, 65c4, sigradi2014_293x4, c3a0, fe23, caadria2015_181c27, caadria2016_611d26, 9ba8, 6e0e, 9cb5, 041f, 06f4, 584e, c3a3, 17bd, b5a4, 37a5, 1006, 11e9, b54f, e7ee, bfd3, 8679, acadia14projects_177ah, 64ab, ijac201614104u3, dcb4, 12da, caadria2017_174c42, 9fda, 8eae, 6e6c, 8255, acadia14projects_23ac, 34ca, 25b0, a004, f6d9, 36da, 261e, ecaade2014_038k9, 239f, 0a8c, 7ce2, 7066, 84f7, 4bcf, 17fd, 10bf, 2a52, 4cb8, 5ed8, 5774, ae3c, ascaad2016_016u6, e199, 5f5b, baa2, b95e, ijac201513306x12, b65a, 6e16, ba56, 60c3, ecaade2015_138l27, caadria2016_125s5, 6d92, 74d0, b529, 81d4, ecaade2014_052t12, 642b, 559d, 3318, 5854, ecaade2015_237f54, ad36, b275, a8c8, da2e, d3ff, 95eb, 8080, e6b2, 8764, sigradi2015_12.19d27, e569, ascaad2014_014m7, cf53, 8137, 6f5a, ac26, ecaade2014_094r22, 86f8, 7fac, 2e2f, sigradi2015_8.189p13, sigradi2013_30i, 0987, e67f, c40c, 464d, a32d, caadria2015_073g10, ae4c, 9bda, 2b68, 140c, 4da9, 771f, sigradi2014_232u8, 67e5, d5f5, e314, 3367, e5ce, 383c, 9033, 8195, 16f8, ecaade2016_223u58, ecaade2016_203h53, 4cc1, fb1f, 6d3b, acadia14_91t, dced, 2be0, 0265, 0d44, 069e, c7a2, sigradi2013_326e, da58, 2849, acadia16_298m18, 840a, 4428, 739c, dfdc, bde7, 0209, ijac201412305n2, 47af, 9294, 91e7, 1898, cc1c, acadia14projects_539a, ecaade2013r_013u7, cb6e, 3b32, caadria2017_009s4, 9f90, ecaade2014_168g42, ascaad2014_003r1, ff9d, a242, 5a1d, sigradi2013_215c, acadia14_145ab, ae0a, 8fa8, c187, 47b3, 8f2f, 82d3, f0fd, 735a, 9859, e087, 1103, 38bc, 035a, 038d, ac35, 31eb, f30e, 93fb, 965b, ijac201412306x2, caadria2016_497w20, 3483, 4fdc, 4f2b, aee2, f76f, 638c, ecaade2014_162s39, 3396, acadia14_357an, e1d8, caadria2016_147j6, cae2, 1072, ecaade2014_132k29, 9606, 493c, c3aa, 179a, bf69, 1c87, 9aa1, 2e45, a867, 6dce, ascaad2016_017z6, caadria2015_081u11, 971f, ae09, 3d8f, de60, b5f3, caadria2015_124t19, 0641, b758, ijac201614201o6, 1909, d87c, af63, aed6, 41ee, ecaade2016_129v35, sigradi2014_103z8, e797, c65f, 2660, 03e7, 1fef, 3dca, 3569, f068, c213, 1589, c684, sigradi2016_408w, 3f02, ad9b, e4aa, fbef, sigradi2016_585qq, 8bd0, ecaade2016_095y25, ijac201412301m6, 2471, acadia16_164z11, sigradi2015_10.309z21, 2d32, ecaade2015_327f71, ab9a, acadia14_375l, 34c4, 73fa, ecaade2014_186r47, 1154, 3f87, 2b91, e279, c8cb, 4b77, 782e, a7a3, f397, 5691, 7253, caadria2016_311b14, acadia15_81w2, ecaade2014_240b62, 493b, 8f46, a82e, 04ed, 4da1, 9348, 6afe, fd05, 8d5d, 0ebf, 36e0, sigradi2015_10.138x18, ascaad2016_007o3, 893e, bcc8, 0cda, fcd2, caadria2016_539y22, 6486, a184, c25c, db1c, 4b6c, b177, 0888, f2ca, 5e1a, a3b7, ecaade2014_185z46, 76a4, 6290, c422, f773, d9a9, 0c8f, dea3, a0b5, 1cee, 06cb, 8bdf, 77b0, 91ca, 0ce5, 7fc0, acadia16_332y19, 40d2, 8400, b695, 7292, 6710, aa07, 23a1, 1a95, ecaade2015_73b14, d4bc, sigradi2013_401l, 2072, d856, decc, c28b, b08c, 8496, ascaad2014_034l1, 6d73, 8295, 1dd7, f338, fdb8, 826b, ascaad2014_023z4, 2f8b, 4f43, 7c7e, a307, d8ce, 2788, acadia14_579d, 608d, sigradi2013_100d, 4451, 21e7, ecaade2015_55l10, caadria2015_137j22, cd4a, 40d1, ecaade2015_53r8, 6711, edfe, 7c19, c1bc, d4e7, 45db, 79b3, f8a0, 0ddb, 8339, 3f33, 71b6, 732e, 2f41, caadria2016_187t8, a6e9, acadia14_43ar, 45af, ijac201614205t10, 50fb, acadia14_435ao, 1de9, caadria2016_601g25, 749a, 367f, ecaade2016_123b34, 4d51, 5846, ecaade2014_149m34, caadria2017_030w10, af2c, 491a, 81ce, 648b, 57da, cf68, c474, aad9, caadria2017_113a30, 619b, 3180, b107, 8d08, 3f09, 0b79, 9978, 20c4, abe8, f0f8, 1a9c, 932d, 4b39, acadia16_362r22, b144, 9544, c2c2, 5e6a, ecaade2014_201i52, 5eac, ab4e, d430, 044b, c10e, ceb4, ce05, 99b0, 1776, ecaade2014_140j31, ascaad2016_018o7, bb47, 8c32, e64e, sigradi2015_4.219t6, 772f, 9c78, 0b2a, 1699, ffdd, 116b, 8ec2, b81b, bbea, b94e, fc1c, ijac201614201c6, b864, c6f6, 0102, ea3e, ad9e, b7c5, sigradi2013_131f, c1df, ascaad2014_005g3, d913, c9fc, ascaad2014_036y1, 5d62, ascaad2014_030c9, 7a3f, 20b4, 38c3, ascaad2014_019o2, 1eb4, sigradi2016_360bb, 5416, 3057, ef42, ecaade2016_241i64, 4574, 6ed2, sigradi2016_441kk, 1fcf, c01a, 73ad, 945f, bc3a, 91a4, 88c2, 46fb, 81c2, acadia14projects_435au, 6e66, 8809, c714, 1234, 2132, 06e8, b2dd, da04, c251, ecaade2014_206u53, ecaade2016_191a51, 714f, b0c2, bfff, 6ba8, bab1, c767, 95b8, ascaad2014_007e4, f66f, ecaade2013r_003f3, b06a, dbd3, ecaade2016_104o28, 0aa3, 69b7, caadria2016_861y36, f21b, 6081, 6f09, 8f61, 1194, 950d, b115, 9fe5, 25bb, 297b, f4f4, 5489, 44e3, 489f, 10df, ascaad2014_016j9, 11ee, aa3c, ecaade2015_195o41, 5481, 9f32, 60c0, 0040, ca08, 9701, 3f39, b4ab, fbff, 4c9b, acadia14projects_311s, ecaade2015_225r49, ecaade2016_230c62, 2265, d9b2, c016, 7d03, 8fef, d158, 226d, 0219, 78e4, 9781, 4b3c, ce50, 5dec, 978c, a223, 195a, 0398, 4edd, 628e, 34e5, df88, b72b, e490, e49c, 7aab, cea5, bca4, 9611, ae22, sigradi2014_281f3, 7325, 768e, a899, caadria2016_177i8, sigradi2015_2.162p1, 83b5, acadia16_106c8, 88e3, 3897, a53b, acadia16_88n6, aae9, dfb5, f8d1, 6210, cca9, f571, 226c, 2dab, ecaade2014_204z52, 8fe2, ecaade2015_286c63, 7c3f, caadria2015_172h26, 69fc, sigradi2014_151f3, sigradi2013_313p, eea9, ce59, acadia14projects_445ak, b398, 0ae7, 11f8, 29b5, 77b7, 0656, a936, acadia14projects_247v, 974b, 4740, c64f, e272, 645a, b554, 3700, 0a7f, ecaade2014_084u19, 4d7e, 3f9e, 0abc, acadia14projects_445aj, ab95, eb6c, ecaade2015_138h29, 3b6f, acadia16_10f1, ascaad2016_012v5, fa7f, 19c1, caadria2016_435i18, ecaade2015_21p3, 11c5, a170, c9bd, 90ba, 9045, 2ef2, 557d, 8b66, c1b4, c92b, 79d8, 34cc, d1e9, b436, 7c83, 4776, caadria2017_134z35, 98a9, 40c8, 4057, ca65, 641d, 5cb3, 7ae5, caadria2017_142l37, 3005, acadia16_372a23, 0236, 0922, 3d7d, 5e36, ee22, 71fc, d033, 8969, 96d9, c842, a662, 9ef6, f83b, f158, 3114, 6cf3, be8b, 5bae, ijac201412304x1, 2268, 7baf, 2537, 310f, 263e, f54b, 13b8, 6da0, cc2d, 70cb, abf3, 9800, 24c5, 6704, 823b, ecaade2013r_008l5, eab1, 562a, eae3, be22, 64d4, f5b4, 41b3, f153, db93, sigradi2013_208, 8c35, d65c, 5c97, 76e0, 0e65, caadria2015_069t8, 1323, cc64, ec75, ecaade2015_194d41, da3a, 017c, 787c, cf48, sigradi2014_265n1, ascaad2014_004b2, acadia14_111o, 1d17, 78ab, ijac201614208v13, 1039, 08fd, ijac201614402a2, b682, c81a, 1372, acadia16_124i9, b387, 581c, ecaade2015_269m59, a4c3, a84d, acadia14_589d, 5a68, ba72, fc0e, 414f, 90f5, e7ca, ac14, acadia14_339ag, 2c96, 892c, ascaad2014_018a2, 8901, 951c, c26b, ecaade2013r_019w9, a85f, 2eaa, 3a6d, 7479, bc6b, e7a4, acadia14_237ax, 47fc, 2321, ecaade2015_138g28, 245b, 6124, caadria2015_130g22, e3f6, sigradi2016_364ll, 2b2c, e701, 8da3, fcdd, 07b8, 521f, 7546, a120, 924b, ijac201412403b6, 7f4e, 87e9, 7359, 1ad8, acadia16_98f7, caadria2017_183n44, 7cda, e044, a9ae, acadia14_539d, e97a, cec9, e750, 48b1, 64e9, acadia14projects_699o, 4517, 0860, 72b7, de96, 8bcb, acadia14projects_609ap, ae82, 8ff5, d29b, 1c0e, 4d64, 39af, ac02, ecaade2014_184i46, 0107, 7c34, caadria2015_069p8, 835d, 4e79, caadria2015_016j3, bbc2, 88d2, 3070, 993c, 4449, 1b8e, a2df, 651c, 8c68, 2b0a, 98d2, c37b, 8e35, 7438, 8662, ecaade2014_014h3, c25f, 31ef, ecaade2014_230m59, 183a, 257f, 642a, 8aab, 0bb0, 0804, ecaade2015_225k49, 9412, caadria2017_004k2, 2ad6, 58f2, caadria2017_016o6, acadia14projects_199ah, 53b1, 1029, caadria2016_559a24, 59f4, acadia14projects_699g, c8f2, 6563, 7571, sigradi2013_311k, acadia16_460s26, 9ac7, 64fd, cc60, de26, 6133, a5de, 09e4, 3823, 2f77, 05b5, 4bfb, 0dfb, 54cd, 536c, 0faa, 4db2, ba90, ijac201614307m4, d9a7, 2247, 2527, 9a44, 8e12, 4edb, febc, 6e96, 887c, a8c1, f91e, 2e78, sigradi2015_8.186c13, 8dbf, e89c, caadria2015_213t32, e6fa, f268, 1997, ecaade2014_201f52, 1795, 2605, acadia16_298k18, 9506, 8d7a, sigradi2015_8.27n10, 3c1d, caadria2016_569f24, 4cea, caadria2015_208a31, f755, 47d9, 47e0, b16f, 2b26, 63a2, acadia16_470l27, eb21, d3b8, ecaade2014_086w20, 1342, 5317, sigradi2013_389j, 8302, 802c, cca2, 7675, ecaade2016_078f23, ecaade2014_151z35, bda3, a651, ecaade2015_227x50, f09d, acadia14projects_479l, 62e2, a5ff, ecaade2015_155o32, 04f1, 6d5f, 77ac, ba4f, 74f3, sigradi2016_777dd, ascaad2016_050b21, 7d76, e8af, 1af5, ecaade2015_325y70, e102, c152, 58a4, sigradi2013_289k, 7034, 6001, 0813, c89f, 353a, 6c3a, f42f, 1785, acadia14_479ap, 6ba7, 63b6, 187b, 177f, b7a6, 7da3, 49b2, 1974, ijac201513205v7, 4895, 2b66, d5f2, 6bf2, b3c7, ecaade2016_065y15, dce5, fb07, 2c6a, 006f, sigradi2015_6.387o9, 115a, 52f8, 6516, 1954, ecaade2013r_017z8, d73d, 1b5b, 17de, c739, b605, da0e, eeb5, 9795, ecaade2014_224x57, 25e5, sigradi2013_280r, ecaade2015_314b68, 3b8d, 8b36, ecaade2016_121p33, cf98, 102b, 20d3, ecaade2015_59a11, 7b27, caadria2017_063e21, 1731, caadria2017_042v13, 974f, 62ca, acadia16_460v26, ecaade2015_333a72, 32b4, ijac201614403p2, 9e48, caadria2017_023e9, 693c, 71bc, e8b6, d177, b9eb, sigradi2016_383gg, 664c, 6842, sigradi2016_381n, ecaade2014_168j42, 6ec1, b205, ijac201412304z9, b41f, 93ec, fcc0, 7219, 9f83, 7548, 67bf, a2ac, 4ac9, 4030, 97e1, sigradi2013_342t, 1bb4, b28e, b036, e290, 2319, sigradi2014_201d7, e8c4, 8265, ecaade2013r_012n7, 887e, 0897, ba2d, 7964, 89d7, 873a, ee69, sigradi2016_637p, 1352, 0a92, 4f4c, b07a, a312, ecaade2015_74n14, 0811, 4056, sigradi2014_074r6, eb62, 0e85, 2189, 6fbc, b1c1, 2e36, sigradi2013_158d, a7e1, cd21, ijac201614204e10, 3e42, a74a, 475a, 3f6a, ecaade2015_304f67, caadria2016_839j35, 9dee, ecaade2015_53s8, 133d, 7bcd, ijac201513306f13, f7ae, caadria2015_194u28, 92b0, 0bbf, fa30, 9ba7, 43f2, 4b15, ijac201614201j7, 104e, ascaad2014_007w3, acadia14projects_81n, c1ff, 5f5a, c69f, 1f1b, fc4f, ecaade2014_182v45, 212c, 6cb9, 0e99, 2d92, 0cad, 7321, sigradi2014_250r9, 7ec7, 94df, sigradi2013_267b, b90e, f017, b6ab, 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698c, ecaade2014_224g57, 0c5f, 3844, fdf7, 6e13, acadia14_281ad, 1893, 2690, 1689, c95a, acadia16_450m26, 881a, 6036, acadia16_98c7, be68, 72fe, e2d7, 4b9f, 3a01, f446, 3b88, 5d8d, bd94, sigradi2014_041c3, ad0e, 6212, 13c2, 2481, 95db, e3e8, acadia14projects_199ai, b46a, de0d, 84bf, 09d1, caadria2015_237p35, 20e1, ef72, 22e9, 4118, fda7, 4a1f, a006, d4a0, e04c, b752, sigradi2016_484j, 00b6, 18a0, ecaade2013r_020m10, cfea, ijac201513201e5, a3ac, 6af8, 7ea5, 670d, c33e, fb33, d15d, 4b98, 8a3e, caadria2016_187f9, acadia15_333a14, 09de, edde, dc87, 8688, 427a, 6116, 65ba, 3014, c8eb, ec9e, 8ebe, cc71, 3e01, 9857, b921, acadia14projects_589c, 28c6, caadria2016_601j25, c624, 2ef8, ecaade2014_085j20, 6fa2, 2fe6, 46b5, acadia14projects_627ap, 878b, bdbf, 2508, b745, 81a8, 8eb6, ecaade2016_087u24, 5553, 7d24, 2f3f, ijac201614105g5, 4329, sigradi2015_5.384m7, 9e1c, acadia14_579aw, ac29, afab, 63b8, d132, 9070, 7c43, 71a6, a952, fa29, d6da, b9b2, acadia16_382z23, 7300, sigradi2016_524dd, 415d, 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ecaade2016_140r39, 0701, 2e7b, 3b20, 82aa, ec03, 320b, 446d, caadria2017_094z25, 0f63, 2fc4, caadria2017_142v36, a9e2, acadia14_389f, e814, ecaade2015_248v56, 6f60, 5b1f, 3345, f617, 76d4, 326d, 8309, a2e0, 0198, 6b42, 5edd, 721c, e71f, ecaade2013r_018j9, 181f, 2c12, caadria2015_220i34, 4c37, caadria2017_041j13, 4679, 43e7, 456d, c83d, 7ffa, e78a, b065, a361, 8645, b536, 9a4d, 363f, 4368, d573, 3804, 79d3, e5c3, b49d, cdd7, 3e64, 67d9, e7e0, acadia14_627aw, sigradi2015_11.136j24, c60e, sigradi2014_144t2, 019a, 960c, 85eb, 5478, ecaade2015_138n27, caadria2017_027p9, ecaade2015_173k37, f083, 3c6c, 696d, c7b6, 316a, cf81, e0d9, 3d39, 6b17, a4ff, e3a9, dfe3, 46d7, ascaad2014_024p5, 8d82, f5e7, f7ff, 7480, ac22, 6251, sigradi2015_4.219c7, 0425, 1145, f013, 5443, ce11, ba0c, fd0d, ascaad2014_032o9, 4270, 14ac, 454b, 643b, ecaade2015_196u41, 56a4, 58dd, 70f4, fef8, 21f1, 928a, ec7c, caadria2017_005r3, de0f, c3c1, cacd, cc20, 3755, sigradi2015_8.27l10, 3097, e972, acadia15_357t15, 990b, 0a1f, 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ecaade2014_138r30, 3321, 7acf, fffe, 1713, e62b, ed97, 6fa9, sigradi2016_382w, acadia14_637ah, 4053, ecaade2016_216g55, caadria2015_061b7, a846, e948, ecaade2014_233r60, ecaade2015_27p5, d81d, 1b34, 305a, b3e4, 7858, 67b6, caadria2016_013b2, sigradi2013_173n, 3dad, 9c83, 12df, f83f, sigradi2013_261, 5094, ecaade2016_222w57, caadria2016_507n21, 2f01, 48b5, 33e3, ascaad2016_009i4, c46d, 2a5b, e086, sigradi2015_8.264u14, e810, 9b40, 0ccd, 2a9c, ecaade2016_036l9, 708a, ecaade2016_042r11, 09bd, d1de, 79dc, 7258, 2a24, 0d47, 69a6, acadia15_110c4, 87c9, 0bbe, 6e04, ijac201412303h9, 845a, 1b60, 5ee6, acadia14_117av, 0bc8, ecaade2014_145m33, 28b5, 1d53, f6b3, c0e1, ascaad2014_027i7, 1b59, 5a9e, 24d4, 7b04, fb1d, 1856, acadia14_101aj, 5b2d, 7e7f, 88dd, acadia14_101v, 88a6, 6917, a91f, 4830, 709b, af5b, sigradi2015_3.155l3, ecaade2016_067s16, fdd2, 9a49, 99d4, ed70, 1885, be24, 276c, 7466, c42a, ijac201412204o3, bdaa, c5a1, a4c2, acadia14projects_317aa, 067e, 9710, c583, 0600, 3502, sigradi2014_314m6, 7ba7, bc99, 66a8, acadia16_116v8, 7172, f902, 0338, 2d99, 5d17, e5dd, 77a3, e5ad, d213, c7b0, 3d79, ijac201614403m2, 7708, c44b, cbdb, 17ae, caadria2015_172b26, 921b, 6f3b, de2a, 3db0, 3e17, sigradi2015_6.42a8, b1fc, ijac201513301x9, 4c3d, ascaad2016_007a4, b105, 862e, e0f4, 579d, acadia14projects_479j, 7c31, bbbc, 5dc6, ijac201614407t4, 812f, ascaad2014_017t9, 1e17, aa84, 6593, a31f, fc09, sigradi2016_560q, 34dc, acadia14projects_101ai, 046a, 90c1, fa89, 27a7, 2815, 50d9, 0b9e, 795c, 8aad, 4fc9, 3369, 10c3, 77a8, 4682, 8083, e230, df68, cc5c, 177a, fdfc, 92c5, 28dc, cd4b, ecaade2014_072m18, 3e3c, 01dc, 34ae, f807, ascaad2016_043i17, cbe2, 2f03, ff16, a240, ascaad2016_054x21, 39fe, sigradi2014_075w6, c4f7, 7914, da22, 344a, 1b66, 9c99, fe53, ecaade2016_040o10, 609c, 29c2, ecaade2016_221t56, 9419, f657, f8a2, e1a0, 170a, 4498, ecaade2016_120h33, da37, 59c9, 23d2, 0e75, d82f, f857, d6bb, c580, ecaade2015_158u33, b860, 33b4, acadia16_8a1, 955a, 5ae8, f345, 7b82, 9fb8, 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ijac201614303k2, 14ba, 5fbc, ba00, ed6c, 881b, 162f, ecaade2014_109o24, 4ea0, ijac201614309e6, 60f6, 50fd, 9a07, 3e53, ecaade2015_229w51, 6cdb, 0723, ascaad2014_017d1, ecaade2016_046v12, 6e5b, 3efe, sigradi2016_777jj, 2c90, 8a08, d8a2, 0965, 9aae, ecaade2016_038l10, 7948, c7f4, 25b3, ccb8, 81ad, ecaade2015_87x17, 551e, 003e, acadia16_140b10, 87a7, aae2, ecaade2015_82b16, 174e, 08e9, 39c2, 55b7, bdca, 13db, caadria2017_174d42, c1d7, acadia14projects_311y, sigradi2013_95o, acadia16_440w25, 0387, 21d3, ijac201412201o1, sigradi2016_421ww, caadria2016_713c31, 1c63, 2d23, ecaade2015_336x72, d66c, a3e6, c4e8, 27bf, caadria2017_124n33, 3229, d336, fd69, d423, ijac201412306a3, fcb7, 3aba, sigradi2016_448ii, 57d7, 7014, 30fe, sigradi2014_097l8, 3a74, acadia14_135aa, a782, ecaade2014_038y9, 9190, f558, 3f7f, 9c8a, ac44, 2b04, ecaade2016_067l16, 94cd, 1d8e, 11cd, add6, 1b07, 4171, 5977, ijac201513104d3, c36e, caadria2017_123f32, acadia16_154k11, dde7, 9a0f, ascaad2014_014y7, 28eb, acadia14projects_375e, ecaade2016_163d46, 3d0c, 4f8e, daf3, 2888, c3cc, sigradi2016_515e, b1d0, d428, 8628, c5dd, e452, ecaade2016_130s36, 9733, a02f, c4ac, ecaade2014_208e54, e400, bb76, 2e7e, ecaade2016_097t26, 2942, 18d5, ae5b, 07fa, acadia16_382s23, 17f7, 7140, 15e0, 2328, caadria2017_030v10, a8b8, 8eb3, ecaade2015_318s69, acadia14projects_531p, sigradi2013_52i, 65c3, 9153, c2f3, 3cf6, 8c17, d8d1, fd24, 3d10, ecaade2015_170v35, 06ae, 45c3, 7cac, eeea, 8106, 4ab2, d8e1, 1edc, ee58, d2d1, acadia15_497p22, fbcf, acadia14projects_479d, ijac201614309i6, 6344, 0515, 1100, 9d76, ab37, d6b0, 1533, 74fa, 5e2f, a4c7, 0adb, 6287, 3324, 68ac, fc97, 70e5, 28d8, e6e2, d7ca, 23bc, e556, 72f5, c0c4, 24ac, 8578, ecaade2015_314d68, ecaade2015_248h56, a931, c15c, 8a7e, 6390, 3be2, fca9, 6fb0, 23c4, ecaade2014_182w45, 9dd5, e23b, 7a6b, 8682, 335e, 690c, ecaade2016_027e8, 7307, 07fb, ijac201614101c1, 97cb, fd86, sigradi2015_sp_8.326v30, c35b, acadia16_184v12, caadria2017_030y10, f590, ecaade2015_59c11, 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caadria2015_208f31, e347, b99a, 7e02, 77db, e043, bf5e, 299a, a2cb, 331e, ecaade2016_140m39, 2d8a, 1da1, 942e, acadia14_589e, 6339, ecaade2014_089p21, 36ee, d339, fa9d, caadria2015_072n9, 904d, d41e, 9687, ecaade2016_118c32, ee7e, sigradi2014_186a6, ec2a, caadria2017_041e13, sigradi2014_345z8, sigradi2014_345e10, f863, caadria2015_077z10, ecaade2015_152z31, ecaade2014_204e53, acadia14projects_601y, 1141, bc90, 70b7, 38b1, 6c28, 4e75, ea28, 40b6, a6f1, ecaade2014_224v56, ijac201614105c5, 47aa, 6cd2, 5ca1, 4ab6, dcec, 6378, 6f3e, 20aa, b26b, 141d, bfa7, caadria2017_115o30, faab, 44c7, 0ec0, 2749, e0ea, 7b02, ee5f, 368d, 6877, 2e82, b361, d59a, 6a5b, 74d4, 524e, c45a, f8aa, acadia14projects_111h, 9454, caadria2016_477u19, 0773, 487f, 212a, cd55, 9957, 5bb3, 9442, 1cb1, bd66, 3fbc, acadia16_344u20, 4e0b, 9433, ef24, b482, ascaad2016_039h15, e307, sigradi2013_268h, caadria2016_767s32, ac7f, 0cef, 1d04, a002, 48cc, 783e, 2a34, c168, 9340, ecaade2016_242k64, a92f, 614f, acadia14projects_291ax, ac0c, 7cc3, ijac201614104a4, 74b8, b39c, 94dd, 44e8, e1e9, c873, b277, 03f4, aa78, 3dcf, acadia14_655z, 15bf, 3e89, ecaade2016_152t41, ab81, acadia14projects_301d, 988a, 62a0, d624, ecaade2015_202o44, sigradi2015_10.267o20, a52d, sigradi2013_387f, sigradi2013_155h, 9fb4, 8168, caadria2016_125p5, 173a, b0db, ecaade2016_158u43, 3719, 4437, c974, c63f, sigradi2016_400j, cf0e, sigradi2016_801v, 9642, 71a4, caadria2015_164a25, ijac201412307g3, bcdf, ce33, 2e76, ecaade2016_237b63, 39f2, 4c80, 311b, ecaade2014_113b27, 9f64, ecaade2015_33m6, caadria2016_861h37, acadia14_339ay, 740b, 40c5, ecaade2016_128j35, 1268, e06a, 5992, 7ef6, caadria2015_246w35, c6d1, feea, 3d9a, 8df2, acadia16_214f14, caadria2015_226r34, 10e7, feae, ce13, 49bf, 3224, 810b, 6274, ecaade2015_158n33, 27ca, 866a, 23c3, ecaade2015_233y52, 9e31, cee6, 7eb1, ascaad2016_020x7, caadria2016_209a10, ecaade2016_230v61, ecaade2016_062d15, ijac201614201d7, ed8a, ecaade2014_180k45, 1b48, b043, 1598, 70e9, ecaade2015_215h47, a631, e031, 1b28, 3c9e, 9ed0, dd7c, 9151, a773, b162, 19af, 8443, 246d, 548f, 601c, caadria2017_129x34, 8bcc, b87e, 69a4, b3ba, be2a, 657b, 5585, 203d, b2c4, ecaade2015_127u24, 54b9, 121e, 692c, d78c, 25e6, ecaade2014_186h47, caadria2015_010y1, d985, 6841, 63a5, 1778, 7663, caadria2017_028c10, a66e, 7cb4, 1d48, a907, d615, 9c34, c6a0, 2125, f5e3, 3e12, 5db4, 0da3, 064c, 38d2, a99e, 6eee, c423, cc1f, acadia15_47k1, ce58, sigradi2014_266k2, sigradi2014_063u5, 6cb5, ecaade2015_177b38, 6757, 3f34, ecaade2016_ws-foldingz68, c62a, 0da5, 4749, a2b0, de3b, 0304, f046, e4a5, d39b, bc77, 40b2, ascaad2016_045m18, de4b, 046f, ecaade2014_018v4, 7897, 7b7f, e195, ecaade2015_61k12, 2860, sigradi2013_43a, 6f39, c01e, 1932, ecaade2016_144m40, bd03, 403b, 13fc, 7b48, 1078, d2d3, sigradi2015_8.81y11, 9cc3, c55e, d4b4, acadia14projects_167y, ecaade2016_075e22, 525b, deb4, 4245, 4903, d180, 3985, 07ab, 0097, a376, 9b48, fa94, ef84, ijac201412204x2, 309f, 0fb6, dbd0, bafe, e8ec, 3762, ecaade2016_002e1, b6dc, a02a, 2a3a, ecaade2014_218w55, 8e3f, a353, ecaade2016_210j54, 1758, 6c88, 6882, ecaade2015_138p27, 5dcd, 1316, acadia14projects_661a, ecaade2014_168x41, 8d4b, 3e65, 2065, 72fa, a772, 7045, 8a4e, ijac201513304y11, ascaad2014_012d6, c939, cb01, 08e2, a149, ijac201614403l2, a064, f4ca, ecaade2016_140v39, 3573, acadia14projects_691az, c43d, sigradi2013_100f, 7894, 3de3, ecaade2014_173t42, 1305, c0cb, 74f8, 2bdd, 6ccf, 1b06, ddd7, sigradi2015_10.378e23, 383b, 511a, d931, bc1e, 51c9, 99c6, a6bd, acadia16_440j26, 80b8, acadia15_417f18, 643d, a5a6, f8ba, a7b5, 2db3, 0871, b54d, 5e48, 0224, f907, 438e, 09b1, 2ba9, 2db0, 3c29, b5b6, 16b2, acadia14projects_339ac, 5105, ijac201614303v2, 8bc3, 4f04, 1bd8, sigradi2015_8.47j11, db74, sigradi2016_814o, b0ce, caadria2017_145b38, fb0c, caadria2016_809d34, a2d5, 93fc, beba, e8b7, 79b0, 4993, e20e, a4b2, db12, 8bd1, caadria2015_114v17, ab15, 87dc, 490d, 8dc6, a04e, sigradi2015_10.309p21, b366, ecaade2014_070o16, b9b0, b8e6, 6651, 0d2e, 2fc1, f8d2, 66fa, ddee, e768, ed24, b621, caadria2016_487r20, acadia14projects_601ag, c4cf, be29, ecaade2014_173k43, 7aa1, 5322, acb9, 43d1, acadia16_130v9, cb1e, 5098, aeb8, a730, caadria2016_549p23, ijac201513105k4, 9785, 689e, 992a, 0771, 615d, 4019, acadia14_333au, 07c6, b241, a37d, caadria2016_229s10, 8eb5, be6f, 5e27, 7a66, e613, bb64, 1157, caadria2015_130a22, ijac201513302e10, 0f26, 134d, e507, 33ba, abf4, 259d, bc74, 9976, 462c, c14b, 59f0, 3056, fa1a, 4cb4, bc19, 0354, ee75, caadria2017_123l32, 6048, 699d, 779f, c87b, acadia15_263e11, c163, 3209, 5758, bd9a, 6828, f6e7, 7eca, ecaade2015_332v71, c8b5, eca8, 64b1, c4b6, 15f2, ec7f, sigradi2013_414f, 1610, e064, 3f90, 71e0, f170, 295b, a585, 4756, d58f, dd40, 2f23, cc1d, f108, 38f8, 1ed4, ecaade2014_225p58, 8d30, 8b14, 7670, e896, ascaad2016_028h11, 27e2, ijac201412404e8, 411b, 665f, c5a9, ijac201513205i8, 2387, eb51, 56cb, 1f4a, 4c5d, 36e9, ecaade2015_336a73, sigradi2016_400i, 294e, f136, aae7, a7e5, 1f5b, cc12, 251e, 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0e23, 33f0, 2799, 9d99, d104, 7b6d, d920, f35d, db4a, 23f6, 91f7, 1826, acadia14_531z, 5b7e, ca45, 783a, 1119, a555, fe21, d90e, sigradi2014_189k6, 16e1, 9cad, ascaad2014_014b8, 4160, f0d9, b3a5, ed3d, ee65, 4175, caadria2016_851u35, b7e4, ecaade2015_317f69, ecaade2015_193i40, ecaade2014_084l19, 56aa, 93c0, b9c9, 7694, f578, ascaad2014_004o2, b0bc, acadia14projects_101ap, 8257, 812e, 16ea, 3149, ff7a, ba0b, b98e, 73ef, 042c, a9aa, ce3c, caadria2016_405m17, 12a2, 2f00, 0d2d, 957a, 6849, e3d2, 7fad, 06c3, 5dac, 3eac, acadia14_43ap, e4fa, 81cc, c93e, 9a66, ac86, acadia14_565ab, 2dc8, e919, sigradi2016_732h, 3f04, cdd5, 5c9f, acadia14_389e, 2f6a, 8f88, 05a9, 50a0, 8319, 5d2a, 2550, e0d8, 87eb, 427c, 8073, e8d4, 8c41, 74f2, sigradi2015_9.152d17, 6f03, a6e8, 9f6a, caadria2017_165p41, b6b1, ee3e, aff0, 7993, 2522, a8c9, d5cb, bfea, ecaade2014_138p30, acadia14projects_153ax, 75d5, 4271, ecaade2016_037y9, 9d1f, e3fd, 44a2, e27c, 764e, 5a50, acadia14projects_311v, 149e, 0707, 62ba, sigradi2016_771t, a238, e393, 7ecc, a763, 5348, cbaa, 04de, f33b, 6368, 3258, 86bd, d92a, c86c, dffb, 3cc9, 153a, b79e, bd80, c5ca, e737, dc49, 50ce, 4759, a287, 5e34, cb7b, 5435, fba8, caadria2017_018y7, b16b, c08d, dae6, 3373, c4ed, f7fd, acadia14_199aj, acf9, 90ab, caadria2015_209c32, caadria2016_135b6, 354f, e3c8, 3a02, sigradi2014_232r8, 2a19, ac0d, ecaade2014_133w29, c3ec, b332, d904, acadia16_88m6, ddb5, ecaade2015_79j15, 25fc, sigradi2015_10.138c19, d8b1, ascaad2014_028u7, 585a, dcd5, cd31, 11d7, 1fc5, 04a1, 35b8, 213b, 76fc, acadia14_301ay, 7f2d, ecaade2014_041g10, 642e, 8d3b, 67ee, 2f37, dcfa, 355a, cebb, ecaade2014_202r52, 94f5, 7eb7, acadia14projects_199ar, b46b, caadria2016_851o36, caadria2017_031m11, ecaade2016_223e59, 2548, 0bae, a591, ab29, 2377, acadia14projects_199aa, b774, 5cd1, 017d, 9011, f30a, 9ae9, caadria2015_172y25, 3312, 3cfd, sigradi2013_280s, fabc, 920a, 54e7, 093b, ijac201513101c1, 8594, acadia14_257ad, 498d, efd6, 6949, 3ce5, 995a, ecaade2015_317c69, caadria2016_271w11, ef2d, 0ed1, 7005, 2b2f, ecaade2016_162z44, sigradi2014_345h10, 3b48, 53b7, e8b5, acadia14_647av, f5aa, 962f, ae29, fe55, 51dd, 2538, 33cb, 85cc, ebbf, da62, sigradi2015_2.213u1, fd8f, d59c, 6388, 1a2f, f320, 9593, ee89, ecaade2015_248w56, 8ff3, a367, 4bc6, acadia14_281ac, d804, 6fbe, f3ff, sigradi2016_778pp, 5f1b, c804, 7795, 57b5, e46f, afc7, 19da, 6793, c17d, 5cee, ea59, cbbe, 505c, 000c, 9066, 23d6, db76, b986, 98fa, 60a9, a1ce, 0068, 5cab, c311, caadria2017_081s24, 769d, ecaade2014_233d60, 7017, sigradi2013_268g, acadia14_427an, 6dc7, 55da, 1539, 97cd, 7b0b, 9b39, sigradi2014_095j8, fda3, 1ae4, sigradi2015_9.347i17, sigradi2016_637cc, 1830, ecaade2016_071s19, 97a4, 1495, ca2c, 2678, 898a, c4e1, 503c, 83a9, 88ac, 3300, cf69, a165, 6df8, 01bf, 79b5, ascaad2016_045f18, 6421, 7311, dc71, 9f0b, ijac201614204u9, aa18, edbe, 1ac2, 895f, acadia14projects_573aj, aa2e, c264, ecaade2016_073y20, b4e6, 3f9d, sigradi2014_341e8, 7616, 2a30, f3b6, 655b, c764, aa10, f23c, 0441, 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1f6e, 0bcf, 8c0d, 7a68, fccd, f195, 9ca7, 1d87, 11b8, ascaad2016_014h6, 45ae, 5686, e419, 09f2, 8db5, a583, a6c3, 687f, 39cb, d37c, 3725, 9f4f, 22af, d711, dcff, 987d, 9aea, ijac201513304a12, sigradi2014_015g1, e927, db66, 4f7b, 4e6c, 55fb, 8d93, c255, acadia14_719p, 5efd, e447, acadia16_460t26, 52a0, 9d4d, 543b, 1934, 4f09, 731c, ac24, f0ee, sigradi2013_32, b835, bf2e, 46c9, 6e84, a7ba, fcd4, sigradi2016_595dd, 8d5f, 88d6, acadia14_135k, 343f, 9f02, 472c, c73a, ecaade2015_148l31, ijac201614403i2, 3ba1, aa97, 94fa, 25a4, f0e2, 14a1, 86f6, sigradi2013_205, 557c, 7f4f, 7e85, 3eee, f4e4, sigradi2014_136c2, 89b6, 3d00, 7890, 769e, caadria2015_139f23, acadia16_308s18, ecaade2016_152r41, 8de0, f7af, c321, c8fc, af9b, 772e, 781b, 2c09, 760c, e197, a028, 6698, c6c1, 9734, d276, 4f01, 6401, 7f30, 8651, 1753, 54fd, 8585, 7f81, acadia14projects_473ad, b8f5, 0609, 7c78, af4c, 9b6b, 64f4, 4e7c, 6289, fece, e665, ecaade2015_227c50, eb72, d399, caa9, 4ee6, caadria2016_797u33, 8239, d394, e7e2, acadia14_463t, 972a, 94ad, 87a2, 5ac9, e537, cde3, ecaade2013r_003m3, ce37, acadia14projects_267o, f05a, 782b, 2593, ffe9, 6258, a134, c5aa, 7fe5, ecaade2014_052s12, 6bc1, 5931, 91d0, 1c74, f85a, 033d, dbe9, 6d0f, de45, ecaade2014_218s55, 6070, 2808, 259f, 3f27, 308c, 14da, 0ad2, 11e2, 7dbf, cd6e, d5aa, 3564, acadia14projects_189aw, be6c, 3c9b, 3045, 0060, ecaade2015_306j67, eaaf, 78ec, dee1, 93e2, f911, edbc, sigradi2015_11.142g25, 794b, ecaade2015_86m17, e8b0, ascaad2014_031i9, ab54, 5b2c, 21f5, ascaad2016_002k1, ce09, caadria2017_027m9, 9c5e, 280e, 9023, d99d, 3b85, 986e, 782d, ecaade2015_158a33, 7cee, fe15, 6fe0, 0d3b, ecaade2015_333f72, a9db, 0af8, ascaad2014_033a1, acadia16_130n9, 2d5a, 0f59, b75b, 8686, ca07, ijac201513206o9, caadria2017_145o38, caadria2016_249g11, 6e0c, c642, 77c2, f36c, 1880, ecaade2014_138k30, sigradi2016_550m, 75af, sigradi2016_490ll, ecaade2016_068l17, 276a, b5c7, ecaade2015_138x26, a419, c56d, a793, 08d6, bac3, c61a, ecaade2015_18f3, ascaad2016_017w6, sigradi2015_8.328k15, 4182, 699a, ddf2, acadia14projects_153b, e977, 0d21, 5261, 76d0, 48f7, b0b0, 21c5, d712, ab94, ba6e, acadia16_12f2, 6d25, bc16, cb78, ascaad2014_023w4, e599, 9c22, c19c, 06b8, d341, 2643, 78c2, 4e34, d15a, 40e1, bb42, f3fb, 0d8c, 0ec3, f920, cb9f, b500, 7281, d62d, ecaade2016_021x5, 13c4, 8b3d, 0a63, caadria2015_111f17, 3f37, 25ad, sigradi2014_132o1, 54cb, 8f07, d076, ecaade2016_ws-intelligenty68, 0336, e0bb, 2dc1, ecaade2015_129t25, 03c1, acadia15_311g12, 4c7f, 285b, 99fa, b087, b9a9, 093d, acadia14projects_691ay, caadria2015_065w7, sigradi2013_194v, af16, 72e5, 4a94, fada, 8c89, 3f60, 87e8, 1967, 09cb, 4e22, c905, 0ba7, 421e, 1aa6, acadia15_274n11, c4f1, 9d3f, 0cb7, b26c, f087, ecaade2014_168t41, 2456, 2e7d, de52, 0300, 8f77, dcb3, 29df, 107b, 1d74, adaa, 3c32, f7ee, f981, 9dc7, sigradi2013_234h, acadia16_62j4, ade3, ecaade2014_204t52, ecaade2015_221x48, sigradi2016_568nn, 9fbc, ecaade2015_155p32, be91, d349, sigradi2014_197a7, e695, bf9b, ecaade2014_180i45, e228, 112b, ijac201614303r2, a8e9, 76b5, f181, 6c3f, 3a75, 1c23, sigradi2016_807ll, c3a2, cc09, b935, 16c9, ascaad2016_030c12, acadia14_671u, 41b2, 4340, 2f36, 3cd7, cdbc, 5bff, 17a3, 4713, cdc1, 79a2, 9ae2, caadria2017_147b39, def7, sigradi2015_6.327t8, acadia14projects_589h, 50da, 080d, ecf5, 3ea0, 29e8, 0ae3, 70b6, 49c7, 4f5a, 7b9e, 8d9f, caadria2017_016c6, 7b25, 9ace, 48d9, fd56, ascaad2016_039r15, 38d1, ac80, 33d5, caadria2015_203r29, 2f69, 8210, 7fb6, 2221, 3a18, 4f0e, 4d08, fb96, 5c93, 86b5, 3736, f629, 7400, acadia14_339ao, 8e18, f10e, fe98, 58f8, 35ce, ff78, sigradi2015_8.81w11, 2bb2, 8d8c, a06c, 4b66, afdd, 92ff, 3c63, f52d, caadria2015_142k23, 5f03, ae57, 5ae3, b3bf, acadia15_263b11, 2689, 0dbc, acadia14_681ah, 345b, ecaade2014_144x32, f037, c0d9, 0bfa, acadia14_523ao, caadria2017_003c2, sigradi2014_140n2, bc0d, 77eb, dbc5, 76b8, ecaade2014_024d7, dfd6, sigradi2013_421k, bf35, 932a, 5934, ef33, f358, 8ce6, 8751, ijac201412303y7, a213, 009c, 563e, sigradi2014_128w9, f0cb, a658, sigradi2016_590b, 3fa4, c5ee, acadia14_23aw, 7641, 2378, ijac201412406i9, e200, d118, ab28, c306, 0dde, ecaade2013r_009t5, ecaade2016_166c47, 9258, b220, 2bd8, e9f5, 9f8d, 1f7a, 719b, 5e7c, 5469, db19, ecaade2016_164s46, 0bd6, ecaade2014_230p59, ascaad2014_008k4, acadia16_116p8, 904f, 2e15, acadia14projects_301c, 3cd4, 5388, f0e5, 8047, eb52, 43f8, ccec, 30a7, ea69, d3db, 87bf, f945, 247c, 4acf, ac00, 7c9a, sigradi2016_381v, 4a76, 97d0, 1397, 2133, 48c6, a25d, ecaade2014_078r18, c6fe, 9a58, a9e8, 6969, 7568, 0c82, 55f4, 0ba3, ijac201412401s3, c011, f637, bc82, 0ebb, 2dd4, 56dd, 2048, a852, ijac201614202r7, 77cf, 3782, 5fb1, ecaade2016_238s63, 00d0, 7fb2, 0c78, 5398, f603, 5031, 254d, sigradi2016_381m, 1229, 7441, 21a3, 24ca, f162, 6304, ecaade2015_269n59, 503a, sigradi2015_9.347j17, 73ae, ebf6, 32d6, acadia14projects_539b, a80b, ecaade2015_64i13, c9de, 0a47, 7374, e09c, 202a, 7236, 69a5, ce3b, ijac201614101d1, caadria2015_010w1, e542, 28b3, ijac201614408h5, ijac201513305o12, 0866, ecaade2016_162k44, d60b, 7fe0, ecaade2016_222d58, 7077, f337, de14, 6af0, a33c, ecaade2016_188m50, acadia15_211u8, 68ba, 79ed, 3222, bb03, fd27, e59a, 1a15, b3c8, 0201, 541f, 9121, 9dd0, ad71, 0363, 1317, 05e0, c953, e2f4, acadia14projects_115al, 8eef, f748, fb97, caadria2017_124u33, 5028, ab60, 8946, 64a7, ecc9, d9ee, 4855, 0a0d, cffc, f094, 2074, b8d4, b902, caadria2017_135e36, ecaade2014_070m16, edec, a5c7, 00cf, 4870, 534a, ijac201412402m4, sigradi2016_792p, ecaade2014_079x18, 1c39, 358c, ecaade2016_164g46, 4ead, ecaade2015_77s14, be1d, 66e7, 695a, 2bc7, 7998, 2f19, 9498, caadria2017_079v23, 0cba, ijac201614102x2, 5ee8, 48fb, d90c, a4fe, 32b1, 9076, a7cf, 9635, 34a4, 4782, b697, acadia14_267n, 6f98, 6a45, 1b19, 15b0, 1d95, 59f5, 846e, 2083, 1bd0, 0e30, a543, 90ff, c459, e34a, 79bc, fb12, 8960, ecaade2015_206u45, 0b93, cb74, ecaade2016_203k53, c97c, 5eaa, fdb7, a90b, d523, 0bf4, 2d86, c8d7, ea41, ecaade2014_108e24, 6a91, ecaade2016_108r29, 289a, 6790, 83e6, ecaade2015_303z66, 54d5, 4646, de02, 908e, eb14, c2e6, 2ab1, sigradi2015_4.52m6, e162, 4434, c681, 669c, 4153, c211, 9a62, a0d8, caadria2016_405o17, 731f, 7dad, d167, ab71, eb33, 2f32, 8584, 3100, 62ee, 40e5, 51c2, ecaade2015_152a32, 5b39, f406, ecaade2014_233o60, fbdd, caadria2015_111n17, d548, 40e2, 6833, b10f, 0c73, sigradi2014_042n3, efb2, 87a0, e28c, c094, abf6, 8c91, acadia16_124h9, c113, 09fe, a95e, 21d5, 1064, 2b6b, 450a, ecaade2016_110f30, 02f3, 1a96, eb24, 7260, 450e, ecaade2016_168f48, ee17, 2331, acadia14projects_101p, 9f92, 0c85, 1ae7, 76d7, 803a, c20a, 6c89, e937, 4e93, 4562, 706f, caadria2016_073v3, 5ef2, 3e91, 0c1b, 7459, 8c04, f26b, 6aab, sigradi2016_407u, 7751, acadia14projects_199af, 15ae, f5ab, b8f1, 128d, c195, ijac201614208c14, 6c3e, acadia16_206l13, fe77, 4fc5, sigradi2014_137k2, ecaade2016_089c25, cb77, 6f51, acadia14projects_63ay, ecaade2015_205c45, 334b, ecaade2016_018w4, 5981, 8ffd, 1af0, 6566, 2b13, fcad, 336f, d2c3, f52a, 5329, 9ad8, f7e2, acadia14_281s, 7919, caadria2015_061k7, 15ce, 8089, a546, 464e, d360, 47a0, 768c, 34de, 7a1e, acadia14projects_661m, 939d, ecaade2016_108a30, 9d33, 8252, e5a6, sigradi2016_534oo, d08f, 31dc, a5ec, 6c62, ab1e, 33c5, ijac201412405n8, ecaade2015_155s32, acadia14projects_463a, 4033, c82f, ecaade2016_223x58, 9ec0, eef9, 5b8a, ffc2, 9659, 5149, bb8e, b084, acadia16_280l17, 5f50, c183, 399c, 0f2b, f85e, 46d6, ecaade2015_158v33, e238, 6756, 7a8a, d8ee, c85a, 2a1c, 2260, 5b6e, a00f, 2b83, df94, b9ed, 34c5, 33ee, 1d90, ecaade2014_018x4, ae4b, 9c5a, ecaade2014_042p10, c305, 4b19, ecaade2015_64a13, 5870, 10b3, cf38, 5558, 1783, 54c0, 1f2f, ea9f, 470f, 7497, e8b1, e438, 9c75, 969a, 1e76, d016, c1f9, ecaade2015_180s38, ijac201412301n6, a8e6, dcaf, c659, 7492, 61b5, ecaade2014_198o51, 92cd, 53fb, 7eee, 0381, ae67, 8c0e, a78d, 668d, d329, 2abc, 57a3, efb4, 6a8e, 4741, 0291, bab6, 5793, e09f, 482e, caadria2016_105i5, d2f1, 4355, f17b, bb0e, 25af, dc19, acadia15_137g5, 9451, cc86, ef3f, 0e12, 69f9, caadria2016_787h33, 9833, fdd1, c319, 26f8, 078b, a1ad, a8d1, acadia14_219c, ee25, ijac201614102y2, ijac201412403d6, 6d6d, 9fd4, ecaade2015_180v38, 5298, ecaade2014_220g56, sigradi2015_10.377y22, cb5d, 4852, c83e, sigradi2013_280k, acadia14_101y, dcad, 8861, 2ee3, 94a5, 910f, caadria2017_182m43, 3029, 2757, 9d9c, caadria2017_003g2, d949, 6e07, sigradi2016_375g, 6106, 7703, acadia14projects_33ai, 1ea3, 5656, ecaade2015_193g40, 6931, 4983, ec74, 7e21, acadia16_78s5, 47d4, 1a80, ijac201513203r7, 3a85, fabd, ecaade2014_176m44, a924, 544a, caadria2017_107p28, 8044, beb4, 6d46, 78f2, 9091, dafc, sigradi2014_074x6, 2eaf, 822c, 1d65, b4f9, a43a, 7ac1, fab0, 93a6, 6b3a, acadia16_124b9, e101, 17c0, 36b0, a413, f06b, a327, 6e25, sigradi2015_11.142b25, cf28, aee6, e6aa, 8803, af49, 913b, ecaade2016_225y60, 56c4, b3e1, 571e, 14f2, a634, ecaade2016_243a65, 6545, 7fce, f867, acadia14projects_479f, acadia14_23aa, 27f3, 8e3e, 03bd, 4f86, 0b59, sigradi2013_401k, sigradi2014_063v5, d782, 4a75, sigradi2014_057r5, 8a42, 61a7, 2ceb, 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3152, bb73, 7917, sigradi2015_10.140g19, 5b46, a341, 6009, a12f, ecaade2016_167t47, acadia16_116x8, 7ace, e71d, 1ae9, decf, 2434, af6c, 6592, d89a, b68a, 6d4a, d00d, 37e0, fc73, 53b4, b336, 9b5c, 8967, ecaade2016_104r28, sigradi2016_399d, sigradi2016_369d, 5699, 292f, ecaade2015_196h42, a298, b10d, 40fd, f089, 1f96, 8aa1, 475b, 0945, d884, 5b0a, 6da7, acadia14projects_375m, 7b55, ecaade2014_173e43, 69ba, 8d99, ac4d, 56e7, ebc2, 7186, 9a86, acadia16_244y15, 5c7d, c5b2, 698d, 7c92, 7c2f, a4bc, 975a, befc, cbe3, c604, 07ac, sigradi2013_391h, f2ff, 321c, 7a1f, ijac201614207w11, 83d0, 889b, b5f8, 4951, 9421, fdf4, 9dbf, 14cf, ecaade2016_070r18, 2d9e, acadia14projects_145ak, 00f8, 6799, 2b16, 352b, cb6c, 0eef, 73a0, 5e13, 8671, sigradi2013_194p, 55f3, 8e38, a93f, 2e92, ascaad2014_001a1, f467, 5552, 684f, 7dc0, 2f57, sigradi2015_8.264z14, 4f58, acadia14projects_627as, afe4, 6283, 531e, 42eb, 3718, 5ed1, 4856, 9131, 2243, a9f1, 86a5, sigradi2016_383ff, f32d, 5965, 2fce, 21a2, ascaad2014_017m1, d0cc, 17ca, ascaad2014_035s1, 9f3b, 3f20, 861b, 3f0a, a0ba, 4e7b, sigradi2014_313c6, 6eb5, c303, 32d4, 30a9, d578, sigradi2014_128f1, 639a, caadria2016_497a21, f806, 1097, 5b0d, 90a3, 6693, 410c, c9b4, b372, 94a7, bb1a, d3a1, d439, 94ed, sigradi2016_595jj, 67f1, 6443, acadia15_483s21, 0dbe, d261, c14c, edd0, 8072, 257e, sigradi2013_54o, ijac201513303d11, acadia14projects_655v, 62a6, 9e3f, df6d, ba2a, c99a, 7879, 3ed1, ce27, c81b, 144b, acadia14_601ae, 37e8, 2bd2, 18a2, 0c10, 3bbb, 8dab, eca5, ecaade2015_193l40, a7bd, ascaad2016_047z19, 1bb1, 75a0, 557b, e772, 3f21, 090c, 3117, 505b, fc96, acadia14_23ax, c140, sigradi2015_10.220f20, 3aa5, 95d7, ce06, a94f, 664d, b17f, 6673, 75a2, 6954, d112, 4e66, 25e7, caadria2016_135a6, 3bca, 0efc, dc09, 739b, 26ae, 3c4a, caadria2017_096a27, 6028, ijac201513205l8, 0f79, ecaade2015_178e38, cb3e, 79a8, c907, 6bfe, caadria2016_405t17, 1082, cecb, f0b3, ecaade2014_070h16, 038b, ea7c, 8e0b, caadria2015_065x7, e946, 7882, 5da7, 1c05, e694, 51ce, dee6, bf61, 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ecaade2015_115a23, 58c2, caadria2015_194s28, 3ff9, dcc5, edb9, f00b, 02e2, bb1e, 1cd6, 087a, d597, d5fa, 4942, acadia14_473ae, baa6, abd6, 323c, 41a4, 3c5f, ijac201614207i11, 7fca, 5536, d42c, f19b, efd9, c518, be30, fcdc, ca89, a297, 1071, b18e, c3ab, cd93, 3825, 7ff8, 07a1, 592e, caadria2016_333r14, 6f67, caadria2015_117z18, e36f, 74a0, 2ba5, ecaade2016_230n61, 6b13, 4f4a, f78d, c155, 3598, d211, 7065, 2c97, a459, df4e, b55a, bd5a, ecaade2016_162d45, 6807, 5c56, 243c, 8559, e5e7, a22d, acadia14_167aa, 950b, 2854, 2406, c307, ccd5, 1a27, f9fa, acadia16_62u4, f650, 509e, 7801, b2f0, 6b75, 87e7, fd04, 23f7, efdb, b359, e409, 71f7, ecaade2016_026r7, b305, 1837, a6ca, e504, ijac201412408m1, 630b, b4dd, 8423, 23e4, 8c67, cd3d, 4b5c, ascaad2016_029a12, b3df, a71d, 83a4, 650b, b804, 9029, 8f6a, 6cde, 15c0, 6874, sigradi2015_3.209c4, 380b, da17, caadria2017_023c9, ecaade2014_199w51, 6407, 0840, ecaade2016_225e61, fb7e, 04ca, caadria2017_122y31, 27af, ecaade2014_224z56, d2e0, bcfe, e5ea, b360, f113, sigradi2013_345, acadia14_463j, ca4a, bcca, bf5b, fe6c, ed14, 8ce1, a829, sigradi2013_248d, 7881, 347e, acadia16_270z16, ijac201614308l5, 0fce, a408, ascaad2016_054r21, 7dc8, d2f0, 8e14, b0e2, 3052, ascaad2014_035n1, caadria2017_163d41, ecaade2015_138i29, d9a3, 3277, 1644, 2ed2, f53d, 4236, 2889, caadria2015_073j10, 9e62, 9177, f89b, ecaade2016_071p19, 45ed, ecaade2016_132z37, 5c04, sigradi2013_158z, ef77, 5ecc, af9c, sigradi2016_729qq, 4c23, 4df6, 75fd, caadria2015_172d26, 48ef, ecaade2015_185o39, 8911, 4068, 2f90, 7028, 3dd0, 7ae0, sigradi2013_28j, 492c, sigradi2016_764i, 1d46, 6c09, 7e96, c672, 9426, acadia16_488u28, f9a9, sigradi2016_777q, f3be, 4ed1, a663, 3db9, 5066, sigradi2013_280, ijac201513303z10, ecaade2015_287p63, 3bf0, 6783, 8196, 3af9, 3e7c, f16b, 2eec, 4438, b6eb, 93dd, f731, a5a7, 970c, 46e2, 1118, 177b, sigradi2014_103y8, 75fb, caadria2016_105f5, e00d, 37fe, e1a7, baad, affd, 5d34, 726d, 0d87, 4439, 53d4, b633, ce4e, 6e48, caadria2016_777d33, 5cca, caadria2017_174u42, 371d, ecaade2016_098f27, ae5a, c4a8, sigradi2013_366z, sigradi2015_3.268j5, acadia14_75aw, d687, 5115, sigradi2016_781b, ecaade2015_143m30, sigradi2013_397, 5f08, 2119, 3427, b18d, da9e, ecaade2016_243f65, e5e2, d156, b1fd, 739a, 0b55, ecaade2014_194a50, ecaade2015_22y4, ijac201513303b11, ac36, ddfe, 9e54, 37a1, fff7, 61ad, ceaf, 0db8, 2b5a, 0e2a, 193e, 2fa5, 7a1a, d8d7, 1423, 10eb, sigradi2015_11.165n25, acadia14_43aj, 39e0, 776f, 059b, 1009, f605, ecaade2016_065z15, caadria2017_123r32, 8e1f, 0ef7, 9c6e, ecaade2016_102p27, dbd9, b2fc, 611c, caadria2016_229r10, f804, 3a5f, c1ac, 8521, 15dc, 748f, 9d32, b5b1, 7bd3, 8b1c, 22a4, bc1c, sigradi2016_642kk, ijac201412408i1, 3a94, b236, 0f9b, 3c97, a024, acadia14_549v, b84d, 7271, eee3, 1524, 6a99, e0e2, 3ae0, 1d47, sigradi2015_11.165j25, ijac201614302z1, 6798, 5a44, 35a9, caadria2015_105g16, d518, 880c, ijac201412408v1, ijac201412303i8, 6d27, 9cbb, d1e5, caadria2016_851x35, 9c1e, d0f6, 148c, 66e2, 00df, d1f9, 0ba9, 5b06, cd68, fa95, 422d, 7776, 1fda, 0807, 452c, 4975, c4cb, 8b3b, c161, 06be, 4a20, caadria2017_182r43, 8884, acadia14projects_619at, d30d, 90ac, 9ead, 53cb, b6ef, e382, 0bc0, ecaade2015_138r29, 61c7, 3439, c58c, dd2b, ascaad2014_016c9, 7262, 7f3c, faee, caadria2015_185k27, sigradi2015_2.137l1, f7c8, 494d, caadria2016_353z15, ecaade2015_202f44, 2e8b, dab0, 0953, ascaad2016_010t4, acadia14_435aw, 0d06, 0395, ecaade2015_235p53, 5a79, a3df, dbc4, ecaade2016_048b14, sigradi2013_381l, d766, e7ae, ecaade2013r_009b6, ecaade2016_136x38, d926, 8d25, 05d9, 69e7, 4c33, 5883, 442e, 7d0c, 9d20, caadria2017_015u5, 20c1, 7a62, 0b88, ee05, caadria2015_078e11, 6618, ecaade2016_167s47, 2772, 2000, 8211, 78e1, 7b44, c09f, 911c, 9940, c243, b40d, caadria2015_016k3, d740, a2b7, ecaade2014_019j5, 292c, ecaade2015_82a16, cfdb, bacd, f4ef, 72f6, 5f9f, 953b, 136e, 4843, b31e, 6104, 503d, b27f, aac0, c844, ecaade2014_153x36, 99ab, 530c, ijac201513302j10, 1113, 3721, 2c57, c0c5, ecaade2015_92w18, db61, 4dc3, 7d68, ba68, c6b2, 1b2c, cb5c, 4c2b, 7965, 9dcc, ascaad2016_003r1, 60c5, ecaade2014_214v54, ecaade2016_040y10, cb2d, cd5a, sigradi2016_363ii, 6d60, b3ae, 4735, acadia15_343j14, 89af, efa0, 62b1, f6c1, 376d, 78b7, 4fe3, acadia16_88y5, a6a6, 66a1, 8f82, 9125, ecaade2014_147z33, 3ba7, af15, e015, e4c8, ecaade2016_163i45, 4459, ascaad2014_011x5, 4641, f890, ascaad2016_031m12, e148, 637e, 3ccb, a3b6, acadia14projects_189al, 4bea, ecaade2014_044i11, 11e8, 72f8, acadia14_589b, 8699, a0f2, sigradi2015_9.152s16, 92fc, ecaade2016_028i8, 6328, ecaade2016_095e26, b012, 84b5, 1290, b9da, b692, 0fb0, e077, sigradi2015_8.41t10, caadria2017_113m29, ecaade2016_021i6, 7ea0, 6c7b, e9af, b512, acadia16_488y28, 20e6, ac9f, 3ba8, d759, acadia14_655aj, 0171, acadia14projects_311x, 6f24, ascaad2014_033i1, 19ce, 6e29, caadria2017_136p36, fac6, 50d7, 99f2, a920, ecaade2016_210g54, 396a, 0163, a347, ecaade2016_016f4, a18d, 867b, ijac201513306b13, 90c9, 7428, 4b1b, sigradi2016_490hh, 165a, 3980, 2c28, fcff, 52b6, 7448, 0e31, ijac201513101i1, a797, ecaade2016_071g19, 77ee, 3286, ecaade2016_193m51, b59d, c7bd, ea02, d313, 0ce8, 9a42, a062, d724, bcb0, ecaade2015_77u14, 4282, 5d1b, 0522, 342e, 2f14, fc3e, ecaade2016_021t5, f996, acadia14projects_23af, acadia16_98n7, 5f71, a401, ecaade2015_61l12, 1831, 226b, 436d, ecaade2016_139a39, acadia14projects_219ax, 7d4e, acadia16_402v24, c4f5, 50f5, 4a69, 4b60, 42a6, ijac201412303x8, ab59, 8092, 3b3d, 0b28, 92f5, de9f, 15c7, 7a8e, 87c4, d9a6, 2b42, 1674, e38c, 91c3, 9409, ascaad2016_018j7, 3d33, 3ef1, acadia14_609ai, 2915, 5339, e2b7, e32f, 1935, 0b92, ecaade2013r_001k1, 598d, d2bc, 85ab, 4aa2, 68c3, ab35, c233, ebc4, sigradi2015_4.219g7, be2e, bca1, ijac201614104m4, 0206, bd55, ecaade2016_062e15, 969d, 055b, 9305, 1ebe, 1d41, 3951, e883, ecaade2015_158w33, b08d, 8dbc, 398c, 34fa, 3aa2, ee44, c9c1, 3afa, 058f, ijac201412408a3, ab63, 98ad, 3feb, c975, 3c4c, aabc, acadia16_382w23, 793b, fe50, ascaad2016_050y20, 0745, b735, 3122, ccb4, f61d, 3262, 30e4, e4d1, 5418, 6df9, sigradi2013_28m, d737, 4df8, 3749, a736, 40f7, acadia16_414c25, b0f2, fba2, c79a, bbe9, ecaade2016_162p44, 5e33, ca29, 2a13, caadria2017_004h2, 551c, ecaade2016_136m38, 7c4c, f0ba, 1ecc, 57b2, 6ac1, 526e, daf9, ecaade2015_325c71, ecaade2014_096y22, 2df7, f821, acadia15_274i11, 6888, 105e, d4c4, c77a, 49d9, 22c9, cd4c, 9f3e, 6053, aafa, bc62, ecaade2016_230h62, a5d5, ecaade2013r_015t8, 5a2c, sigradi2015_11.136v24, 7d05, e145, 5e5d, 4480, caadria2015_060w6, 723f, 4e6a, 8078, 51a7, e4ae, 0757, ascaad2016_034k13, b19e, 46b8, ce7c, ecaade2014_176p44, caadria2016_881u37, 3ef2, a704, b7fc, aa64, caf4, 9e27, 99e4, 1468, b260, sigradi2015_9.168e17, 0324, 47d5, 6e1e, ab1f, 9358, eb09, 83e5, sigradi2016_602k, ecaade2015_206s45, 04d1, ecaade2016_057t14, acadia15_343e15, 233d, ijac201614302y1, 393d, d902, ecaade2014_149w34, 3e49, 277d, sigradi2013_215z, 5b6b, eb9a, 1984, 9e3e, fc04, 8a33, 9ca9, sigradi2015_sp_8.326y30, effd, a74f, 7f8a, a78e, c999, 4daf, d0ba, eed7, 69f6, f1aa, ecaade2016_002c1, c6a6, b095, acadia14projects_357at, 7423, fad5, ecaade2014_184j46, 70a4, ecaade2013r_018t9, 6d42, 3aee, d74e, e430, a774, sigradi2016_490z, sigradi2013_386b, 16e3, 2f97, ascaad2016_028t11, 728b, ijac201614303s2, ecaade2015_158i33, e03e, d994, 820a, 7b10, 5b7c, ijac201614207a12, 2f92, ecaade2015_327g71, 5395, 67f4, db0e, 8e3b, ecaade2016_126v34, e3bd, 6a51, 7231, 7248, 7373, f9bd, 0655, 067a, 24ad, 7f69, ijac201614103i3, 63cd, c164, 30ba, 8b8d, 8885, 2989, ecaade2016_023v6, 372a, ff64, ascaad2014_013y6, caadria2015_139b23, c7e8, f88c, 079a, 672d, 61bb, 7a93, baec, 24df, 2e89, caadria2017_123e32, 0b64, ijac201412305p2, ascaad2016_044x17, 1771, 3747, 1ab3, ecaade2016_033d9, 03b1, 76c7, e074, sigradi2014_266d2, 6ef7, ecaade2015_138t29, eb7f, 67c2, ecaade2016_062i15, 7f95, ff99, sigradi2016_507rr, 56f5, ea38, a64b, 917e, 5308, cc93, acadia16_224v14, 9a10, cf64, 6f7b, 4b93, 1b7e, d1e1, ecaade2015_74p14, caadria2017_132o35, d3d8, 1174, c7f0, d8f4, a5e4, 7114, dbce, ace6, 2f0d, 3bc9, ac6d, 416a, ascaad2016_022g9, bf29, sigradi2016_382z, d98e, 4efc, 9a3c, 2f76, sigradi2013_342r, ijac201614403k2, 6213, db3e, acadia14projects_681at, e26e, f1b7, 7378, 52d4, ecaade2016_095c26, 1618, sigradi2013_327, ed7e, ecaade2016_230s62, bc30, ea54, 9677, 5162, e421, ebc3, 52aa, 7026, caadria2015_156h24, a832, 69c1, caadria2016_611e26, c867, b01f, caadria2017_174k42, cde7, f319, 6271, 5e7b, 69ed, 915b, 7c02, acadia14projects_531y, 3e95, caadria2017_096j26, ad66, 2f5a, 82b3, d860, 1840, 1a50, 8f78, ecaade2015_48h8, d703, 8932, 8864, 3002, c30e, 0fe7, d2bb, caadria2016_601o25, ascaad2014_031e9, 9a40, acadia14_399ai, 5c88, e4a1, sigradi2013_212s, ecaade2015_87z17, 292a, 6aa1, sigradi2016_448aa, eb02, a386, ecaade2016_134d38, 7e81, d820, 3fb7, 9d85, da14, d486, 2f44, 8ade, ascaad2016_033f13, 2da2, 100e, sigradi2015_6.151e8, caadria2017_041n13, dee2, 12f0, 8a1c, 4026, acadia16_414a25, 8e60, b881, ijac201412305g2, 29e1, f0b2, 1446, ascaad2016_058h23, ecaade2014_060x14, 7692, 08ee, c69a, 2d7b, dc85, 48dc, acadia16_88x6, 8c55, 84a2, 1177, d2be, 5632, 0671, ascaad2014_017l1, 8993, sigradi2016_686uu, ecaade2015_171h36, d316, 002c, 413f, 2b8b, sigradi2015_4.219v6, e348, 0c88, 2773, 6bf0, ac1a, 0b1d, ecaade2014_151b36, 99d7, 8ada, 1eb2, af39, 1d29, 9327, ea37, b276, 37b2, 42ae, d71e, sigradi2016_625xx, 85f7, 0f9e, acadia16_244s15,