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

authors Healy, C.G. and Enns, J.T.
year 2002
title Perception and Painting: A Search for Effective, Engaging Visualizations
source Institute of Electrical and Electronics Engineers, Journal, March / April
summary Scientific visualization represents information as images that allow us to explore, discover, analyze, and validate large collections of data. Much of the research in this area is dedicated to the design of effective visualizations that support specific analysis needs. Recently, we have become interested in a new idea: Is a visualization beautiful? Can a visualization be considered a work of art? One might expect answers to these questions to vary widely depending on the individual and their interpretation of what it means to be artistic. We believe that the issues of effectiveness and aesthetics may not be as independent as they might seem at first glance, however. Much can be learned from a study of two related disciplines: human psychophysics, and art theory and history. Perception teaches us how we "see" the world around us. Art history shows us how artistic masters captured our attention by designing works that evoke an emotional response. The common interest in visual attention provides an important bridge between these domains. We are using this bridge to produce visualizations that are both effective and engaging. This article describes our research, and discusses some of the lessons we have learned along the way.
series journal paper
full text file.pdf (2,227,652 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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966e, ed3d, 02dd, caadria2017_113r29, caadria2017_041y12, a779, 7466, c6d3, 7339, sigradi2015_9.347z17, 1081, 3350, df6f, 28d1, 9d9b, d713, 973b, c511, 8808, 87ac, 29a3, ijac201513205n8, acadia14projects_579g, c409, caadria2017_149k39, caadria2015_124z19, ascaad2014_005w2, ecaade2015_268d59, 555c, 9d50, ijac201614103p3, fbf4, 3fbd, c97b, ecaade2014_201g52, fc8a, caadria2017_174e42, e61d, ecaade2014_038u9, 847e, ecaade2014_038w9, bb15, caadria2016_507g21, 6de1, 95df, 726f, acadia14projects_637af, 4464, f8bd, 37c6, 0ae2, 9a8c, 5189, c443, ef8c, caadria2017_009y4, e6be, 36fc, 19c8, 1f5f, sigradi2016_571ss, dcea, 04f4, 726e, fd80, 2675, 452b, d115, bd16, sigradi2015_3.221u4, bdbe, acadia14_691aw, 8810, sigradi2013_315v, ecaade2015_180a39, 5b18, 7211, ad98, 30e1, a516, acadia14projects_219d, 4545, 31b7, 58bd, 718f, 293e, ijac201513206g9, 16f4, caadria2016_611g26, fc4c, ec6b, 91f0, ijac201412402z4, 891e, f422, 1ff3, ascaad2014_036a2, 546c, 464e, 604b, 0155, 41b8, 1dbd, ed9e, cc94, 075e, 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1caf, ecaade2014_011c2, acadia14projects_661c, b18e, e1e6, 65ae, b4e0, b406, 5939, caadria2015_087g14, ijac201412303e9, 58a8, 41f8, d9ea, ecaade2016_ws-intelligenta69, 2367, a652, 68a3, ea30, sigradi2015_11.8s23, edb1, 9725, acadia16_362u22, ecaade2014_240t62, 1474, b95d, 5070, 1c09, 5bbd, 42d8, d6a9, b109, 331b, f706, sigradi2016_385pp, 8948, 6399, c341, acadia15_110t3, ad7b, b134, be00, 404b, 55a7, 5ad0, b16c, c4ba, 9ba6, be7e, cea8, acadia14_699g, ea7b, sigradi2013_100, b258, 8497, f7fa, 7e30, 1394, b3b1, ac0e, 1d92, 2a25, 51c2, 71e0, sigradi2015_6.42y7, 5af8, ascaad2014_033i1, 700f, ad3e, f48a, 2517, ecaade2016_096r26, acadia14_347am, a5ab, 622e, a952, c08d, d92e, 66f1, 45e3, 940c, 568a, ced0, 1674, caadria2015_130g22, 8a9f, 727a, 0048, f52c, f9a0, e6c4, acadia14projects_23ab, 6fef, ecaade2016_045k12, c7d3, 0204, sigradi2014_266w1, 11d3, c382, 7683, 39e5, a32f, 24fc, 4966, 2f69, 464d, 0b94, 18cc, b603, 4d16, cd92, caadria2015_073c10, 895a, 7107, ebdd, b254, ijac201412301p5, ced6, 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9aac, sigradi2015_8.47h11, 01db, fa0f, 63a2, 254a, d831, 5c69, 898c, 4307, 9fbf, eb24, 846e, 6fd5, 321e, ecaade2016_123t33, 8e79, ca2b, cc3b, e442, 585e, ebc5, 327e, 8517, 858f, ijac201412203l2, ecaade2013r_011i7, ijac201513105g4, f5e3, 1a3b, 6a4b, f524, a1a2, ddf8, b34d, 95fd, c392, 8f28, da99, sigradi2013_200, f8d6, 3c60, a20e, f814, acadia14projects_681au, 5129, sigradi2016_690b, d508, a7bf, 6eb1, ecaade2015_200m43, 6675, ijac201614102l2, dbd6, 2122, 111c, b4ed, 9564, acadia15_395f17, 8479, ascaad2016_057s22, acadia15_47a1, 8855, 8288, d1b5, 1a16, 29db, ecaade2015_201y43, ecaade2014_239l61, 27ed, 6e22, ecaade2016_128k35, bb5c, db20, b195, 62eb, 2b05, a042, 7dd8, 5334, 9eae, 0cb4, 29ca, 0dfb, acadia15_110c4, b560, sigradi2015_3.209b4, aa48, 5281, 3881, 588f, caadria2016_851t36, 3797, ee31, ecaade2014_218x55, 49c9, 4322, 1a71, 3ce3, acadia15_47l1, caadria2016_601e25, caadria2016_055o3, f475, ecaade2014_084e20, ef99, acadia16_88l6, 2d14, 4349, d23d, 6304, 6464, 7b7c, 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acadia14_281z, a3b8, c9a5, 75c4, a4be, 0bba, 36d1, f944, 7943, 0608, 6373, 32f4, d247, c0c9, 8edf, a84d, dd13, 95f7, 2478, 8b93, 67cc, acd4, 948d, faea, b17d, 6c86, 8944, 5e76, b2a5, 3f6b, 9c27, ijac201412203c2, 51f8, f0b6, 0a33, 2119, fda7, f46f, 40ad, 86d2, f221, c449, f222, 3a8a, 36bd, 8066, 7ef2, ijac201513101e1, 5107, 2a28, d561, 9f49, b8f1, 2c9e, 47cc, 7c1e, 918f, d444, 5791, ascaad2016_008g4, 227e, ecaade2015_222d49, e626, 57c3, b11a, caadria2016_797l33, 382b, b8dd, ijac201412203g2, a602, 1527, 7e4b, b66d, 55ed, 3380, acadia16_308u18, ascaad2016_016v6, b91f, 2296, 9e76, 13e2, b618, ecaade2015_61b12, 6fa7, 4a12, ecaade2014_024w6, sigradi2015_3.209d4, ijac201614404a3, b814, 1e36, acadia14_301a, e3cb, baf7, acadia15_263f11, e517, cbb4, e489, ijac201513203v6, bdff, 7476, ecaade2016_213k54, 6fb7, 6632, acadia14projects_63af, be09, 64cd, a599, 0a9a, 07b5, sigradi2015_9.152k16, 84fd, 2116, caadria2016_601h25, cbb1, c432, e92f, 2a0e, 46af, 663b, bab3, ec4c, ffd7, acce, 3a82, 1a72, ascaad2016_038d15, 5afa, sigradi2016_383jj, ecaade2015_61i12, c8e3, 8ced, ecaade2014_180b45, d8e0, ecaade2014_046r11, a0e0, f050, 6c05, ee36, 85bb, 092d, 734c, f10f, 1292, sigradi2016_773x, 0188, 21f5, d263, 3b32, 3fea, 8ceb, ijac201412305y1, caadria2017_163c41, acadia16_280j17, ecaade2015_318v69, 6291, 06f4, ecaade2016_006t1, 3346, 648e, 53ba, 1ff9, ascaad2014_005e3, e55b, ad80, caadria2015_090r14, 2bb8, 6e90, b75e, b657, f521, 42c7, 689d, f306, ecaade2014_055w13, sigradi2015_8.186v12, acadia15_323s12, faee, 6fdd, e516, ijac201412403o6, acadia15_323w12, 17c8, e60e, caadria2017_085b25, 81e2, sigradi2016_448x, sigradi2014_152t3, 60be, e6c0, 1509, 50c6, f424, ecaade2016_120i33, caadria2015_060y6, sigradi2016_595ee, d6b2, 555a, f072, ijac201412408z2, 93f6, f619, 17d9, b47e, edf5, 1d3e, caadria2016_085j4, ecaade2016_036l9, 8d38, c88f, 88cd, acadia14_579i, 9305, ecaade2016_067b17, 4915, e8d4, e1e5, dfbd, 3c4f, b9d8, 5935, ecaade2016_224a60, fafe, acadia16_72w4, 5c66, 06c7, 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caadria2017_041x12, 575c, f106, 1bca, 4ab9, 3f8b, da53, 1a0b, 580d, c12b, c54f, 6fbd, b0be, 95c7, ijac201614407e5, 5777, c1c3, ecaade2014_182v45, 642f, ccce, sigradi2014_085i8, ae7e, 6d00, acadia16_382a24, bb27, d6c8, ae94, acadia16_140w10, acadia15_185w6, 3390, acadia14_237at, 9fb0, e3ed, ecaade2014_239n61, cf81, 49b0, b44f, 1a48, f761, ecaade2016_217x55, b721, ab4b, 2f92, 7235, caadria2017_115j30, 3cf7, af2a, cc11, d1a1, e4c0, d211, 8fa0, 1d05, 33bc, 1361, b7e1, 05de, ce75, a7bb, cedd, d374, e2e2, 44f3, 1ee4, sigradi2014_164i4, d0ab, 3c7e, c2d9, dc74, ecaade2014_084a20, acadia14projects_43aj, 046a, 2b5e, 17be, c420, 05ea, 5f30, 1e89, 48dc, 9a55, b8eb, 7e70, 3bb7, 88b5, e773, acadia14projects_445af, 81f8, ec61, 8b5d, 4475, dade, 7b8e, b216, 354c, 2614, acadia14projects_199ab, 9bb3, ba7e, 5147, 12e1, fb91, 4dc1, 557a, 3639, 1a60, 6139, acadia14projects_43x, f23c, a754, f46d, c9d6, 032b, d4c0, bb68, 8d65, be9a, 7c2b, 288b, 55fe, 2b42, caadria2015_188y27, d5b7, 9346, 4c4e, 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f75f, d3a2, 3b78, ecaade2015_246a56, b557, ecaade2015_225j49, 2fa9, 4684, baf8, b342, 8dfb, dbfe, caadria2017_056t18, c02b, 02e3, 6674, fb8a, 42d7, 9cc1, e235, 3500, e327, 427f, f89a, 1e4d, 4b90, 995c, 12e0, ecaade2015_161k34, f0da, 14de, 2ec7, b098, 2fbd, efa9, d76a, af41, acadia14projects_177o, 96df, 2489, ec67, 29b6, 84e8, 1213, 05c4, d963, 0209, ascaad2014_024m5, 0f3c, ecaade2013r_003h3, 93be, ecaade2016_228l61, 9c5f, sigradi2015_8.239w13, 61c4, d4e6, fdc0, ecaade2015_158w32, ecaade2015_13l1, 29ad, ijac201614102v2, caadria2016_579v24, acadia14projects_291d, 8181, e3ee, sigradi2016_625ss, cb04, bcd8, ecaade2014_180e45, acadia14_539e, 8373, ecaade2015_285r62, ecaade2013r_014k8, e0ad, 5e35, 81f9, 0ce9, f204, sigradi2013_327t, 3751, 1630, eda2, caadria2015_081s12, 0439, 19f7, a3b3, ecaade2016_166w46, 9142, 7ecc, ef73, 88c5, 0e6d, 5366, ijac201513105z4, ecaade2015_130n26, 815a, 62a4, b928, 83fc, c28f, e711, 78e8, baed, ijac201614207w11, 81ed, 91b3, dfaa, 65db, d294, e133, ecf5, a3f1, 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ecaade2016_183s49, 3c63, ff90, 2038, e599, e4cf, caadria2017_029h10, ae7a, 0966, sigradi2013_326k, e32a, caadria2017_123i32, 471c, 9a8a, b895, 5629, e7cb, 5040, 6caa, 6b2c, a803, 2b43, 7306, 0d2e, 314a, 2107, 3b7f, c436, 9322, fc20, 39cc, caadria2015_156r24, 70c9, 238a, 2bf8, baf1, 73d3, caadria2017_163z40, 1ed3, ecaade2014_010u1, 25f8, ijac201614405h3, f604, fe06, e00e, b2e2, ascaad2016_014j6, acadia14projects_445aj, 044f, 4829, 2cf9, 4652, e874, 39c8, 9627, acadia14projects_671o, 183f, 1a9c, 4f2d, 3cc2, abef, 6cfe, 45b9, ecaade2016_ws-dleadh68, ce43, caadria2015_054j6, 1640, f71c, a8eb, fe86, 31d6, f5fb, ecaade2015_35p6, 22e2, a224, a608, 4a74, 826e, 4f5d, e895, e750, sigradi2013_347o, sigradi2016_431z, f8e5, 2286, 1771, b608, 7fd3, 8bae, b582, e4fd, f401, 5b52, ecaade2013r_010v6, e505, 58d1, 86b3, eb2b, ecaade2014_050c12, 71df, 5888, 88e6, 8fd3, 5b8e, ecaade2016_213s54, 27b1, b728, 4660, 7b49, 5fe2, 5bfd, 6f81, 696f, 4235, a0e1, ascaad2016_054v21, be72, 0647, 854d, 494e, 4fc7, b7a5, 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3f98, cbd2, 9082, 3817, 85f2, 7716, sigradi2013_280p, b141, acadia14projects_145t, 14d9, 75e7, e047, 52ef, 001e, d112, 288d, 5c8d, bd27, 54ba, 8d41, ijac201412206w4, 6bce, 2689, 7f5f, 1db5, 58b2, 80a9, f5ce, 94aa, ecaade2014_191s48, 46f1, 0d65, dc7c, 71de, f37e, 37fd, 25b0, 0d5f, caadria2017_043x13, ijac201614202u7, ecaade2016_tkoh67, caadria2016_673d29, 7546, sigradi2016_601tt, 07e2, 77ff, 4224, 5f2b, ijac201614407u4, 0396, f1d2, c6d6, 22d9, 21fb, 843c, 8546, ec59, 8721, 2954, 120c, 7cfa, 0969, caadria2015_090s14, 5b5d, 2d44, 9693, 4109, af89, ecaade2015_233b53, 6e59, f11b, 2476, 5a0a, 6161, 9454, 2013, e25a, bf69, acadia14_111n, b13b, 43a5, 39ea, d2e5, sigradi2016_558r, 1313, 713a, 0a1f, dfe4, f0d9, 05a4, acadia14projects_145aa, 264d, e46f, 5aed, 32d6, 29fb, acadia15_263s10, 37c1, 67dd, a9d0, 51d8, caadria2015_208y30, a972, 8562, 9aaa, 6d43, 0241, 2377, 90d0, adac, 413f, ecaade2013r_002g2, bbe8, bc11, ecaade2014_167n40, ca9c, ecaade2015_229x51, fa59, 35e9, 2dd2, cff7, d100, a6db, ijac201412404p7, ecaade2016_047k13, 7b82, sigradi2015_10.267n20, ba76, 94c2, acadia14_101s, a30f, ec4b, c6d5, 347d, caadria2016_013i2, caadria2017_095c26, 0c55, acadia14_453i, 623c, fe99, ecaade2016_118e32, 55db, 67a9, 4bbd, 5e42, 7415, 6dc9, 48bd, 862a, e20f, 08af, fe9f, acadia16_214d14, ecaade2014_010r1, sigradi2014_080n7, acadia14projects_365am, c4a1, 0337, 70dd, 64a2, 73b2, 9a36, 9bcf, 9292, ecaade2015_17z2, 8f1c, 5da7, 3fab, 18ab, 8cd0, 81c5, 0837, 08f0, 6798, caadria2017_028d10, 9889, b46e, 8af1, acadia14projects_177ag, caadria2015_114z17, 9fba, aa5f, be52, 5be1, d5fb, ijac201614307e4, ecaade2014_052a13, f8d3, 5176, e272, 586c, dccd, 7276, c20b, 4a20, 2829, 2037, 96c4, c170, ecaade2016_074s21, 6e44, aba6, 7d69, 8c52, 53e1, 6584, d876, caadria2015_064r7, caadria2015_208k31, c943, af79, fbc4, 9bfb, 8f6f, c1f1, acadia16_432n25, ecaade2016_191e51, d9dd, e888, e696, a2e9, ecaade2015_227x49, 8d72, 432b, ascaad2014_031i9, d87b, 4f78, 9d7e, caadria2016_311w13, d746, 4d2d, 3547, 4c5a, 2b71, c77e, sigradi2014_074o6, 90aa, 73bd, c0af, 7cc1, 3137, cb14, 4693, 6987, 23af, caadria2015_084u12, 49ba, cb24, f838, 496c, cd0f, 61d6, 6d8c, a8ba, 80d5, deeb, 4d95, 1bcd, ijac201513105j4, 879c, cc2a, 869a, 8296, 438f, 5c67, 603a, d437, 5c46, 1020, 3a75, 2b48, 300d, 5ac4, c4ed, f9ad, d1b8, ecaade2016_126s34, 7ea0, sigradi2014_329w6, b0c0, 90e1, 358b, 91df, 732f, a1af, 702a, 1b58, sigradi2014_345y9, sigradi2016_488p, 2ebd, 089b, d820, c41d, 13e5, c063, 9fa5, 9d8d, ascaad2016_042t16, 1935, 5bac, caadria2015_164c25, b4af, 75ac, ecaade2014_111k25, d0fc, b568, 95f3, ffe3, 86cc, 988e, ecaade2015_83t16, 122a, dba4, 0468, acadia14projects_601ad, 19a0, 5c5f, acadia14projects_135s, ascaad2014_019y2, 53f7, f439, caadria2017_048b16, acadia14projects_43af, 3166, acadia14_75b, ecaade2015_229u51, 5526, 8019, ecaade2014_084s19, acadia14_445ac, 3154, 580f, 7449, acadia15_57e2, 42ce, 1910, 87d7, 818e, 70c3, caadria2016_405m17, fa25, 4f4f, caadria2017_094v25, 9521, 2063, bf42, bc8b, 5e68, a5b0, 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sigradi2014_330s7, 2a54, c65a, 0d69, 9180, caadria2017_018z7, ascaad2016_048l20, ascaad2014_003u1, 82c0, 2692, 5116, dc3d, acadia14projects_549r, 6f41, d1b2, edcb, 09af, 88d5, 5a16, 11bf, 04ee, 3939, f22d, a9c3, dea4, af23, 6bf3, 4d1e, beb1, 822a, 1482, b73d, ascaad2016_018g7, 9fe3, 2a26, 7c00, 97eb, 3e94, d3f5, 13d7, 2715, 009b, 4c74, 5452, 9caa, c1ad, caa3, c761, 9560, 0ccb, 2060, a37e, 5cf8, caadria2016_013c2, sigradi2013_393l, 2137, 7775, ad8d, ecaade2016_221z56, ac9e, 5b4e, 5e5d, 97b6, 3df0, 790c, caadria2015_203k29, e855, ecaf, c1cf, 2b39, 9c69, acadia14projects_111k, ed19, bcb1, cb8c, acadia16_460x26, d538, 9ce7, ascaad2014_014p8, ac4d, c889, 66c1, caadria2015_122n19, 80bb, caadria2017_002m1, 87bd, 35b1, ecaade2014_086l20, df71, c4f9, 445a, 0501, acadia14_199ap, a6c8, 86f0, 635f, 6706, d888, 3791, 2ad3, 412c, efa8, 7dd1, da04, caadria2017_005s3, sigradi2014_042u3, 8b06, c94a, 350f, 6cfb, 9920, a8bc, 2942, acadia14_247g, fb6a, ee40, 6953, ascaad2014_035n1, 5b1b, 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c6ac, 9738, sigradi2014_132m1, 8cad, a77c, 68d6, ascaad2016_018n7, b852, c311, e274, 23ab, b561, 47db, 7a68, e06e, 9ed1, 0802, 24a9, 42f6, 1685, ecaade2014_168x40, 6ef7, aa66, a9f9, 2fa6, c02c, 1320, 4f94, a0a2, 5cae, f197, fae0, 6c60, dd93, 578a, e0be, 412e, 8bbb, acadia14_637ag, 00ab, db29, 1d9f, ba2e, ecaade2015_256c58, d77e, acadia16_164y11, 54cb, ecaade2016_152t41, 3892, f8e1, d00b, d68d, ecaade2014_086w20, 3ea5, ijac201614402k1, 0f63, fffa, 48b6, acadia16_270b17, 0dc7, be43, ijac201412403w5, 34df, a76b, d25a, cf18, 7600, 4a2f, 5846, bfbe, ec76, 7e2a, 9048, a540, 1995, 2359, 707e, ecaade2014_151a36, 2238, acadia16_260j16, sigradi2013_347r, 237b, acadia16_344r20, 2dac, 0d5e, 5dfa, 27d3, 2b93, 66d8, dded, f32f, sigradi2016_602i, 7bd9, a664, e6b4, 4889, 9799, 255a, 3d17, caadria2016_529p22, 2f6b, 34e7, 476e, ijac201614103e3, 1b09, 912d, 2fdd, 323e, 5eb9, b120, 35b5, acadia15_161b6, 3d45, fd93, 88cc, 1c92, d31d, a92b, f7d3, 22b1, acadia16_184l12, e7f3, sigradi2013_387d, 12c4, 6590, fbe6, 7873, ba11, f371, 21f4, e94a, 6aaf, 7df1, ijac201412405o8, ecaade2014_215b55, caadria2017_142e37, 27c3, 3e61, edbb, 39f1, 7563, 5f05, 3b6b, 9349, 64c6, 39d9, 8571, f650, 2834, 7585, sigradi2014_345j9, 68f2, 3d0e, sigradi2016_524aa, ed35, b7f8, b586, 3133, ecaade2014_157j38, 0cca, ee8a, 6b76, caadria2015_226w34, ecaade2015_158u33, 70d6, 04a0, e4bc, ecaade2016_118f32, 3b2b, d739, bc46, e995, ecaade2014_141f32, 9f25, de9b, d9be, 1435, f4bf, 24f8, b647, 8462, 7a97, 966a, 0874, 8cab, 9551, d79f, 7cc7, c7ad, eb8b, 4d29, fd17, ae2f, 04cd, ijac201614204n9, b284, a096, 93de, 0a0d, cdb9, 2496, 390c, 68fb, ascaad2016_002n1, 23b7, a2e3, 7815, 99d3, ascaad2016_045x18, 610e, 0362, 592e, acadia14projects_301d, e826, 62ac, 7b8b, acadia15_95d3, be85, 5389, 3eed, sigradi2016_431q, c2fe, 2d07, 6948, caadria2017_182v43, 24b1, 79e9, ascaad2016_045h19, d443, f7c0, d61a, 047a, 5669, caadria2016_405d17, 8933, f381, 3dff, d5a4, 501f, dbeb, b500, 1c3a, cd23, aa47, 6557, 34a9, ecaade2014_225k58, 5ae3, da94, ascaad2016_045i18, 5c90, dd87, dd1e, 72bf, sigradi2015_8.189n13, ecaade2016_ws-dleadn68, sigradi2014_347o10, 8cc9, acadia14_399an, 5f33, 4dc5, ecaade2014_010n1, ecaade2015_127a25, b7ac, fd8a, 8913, f6aa, 365d, acadia14_531y, ee22, 52bd, 0023, 456a, 1c85, bc2d, 95a7, a408, 68f8, f87e, 11d9, b9d5, fedc, ecaade2015_200o43, 644d, 8937, ecaade2015_280c61, ecaade2016_042c11, f34f, 226a, 45a7, 5c36, acadia14projects_63al, ecaade2015_79l15, acadia14_153a, 3779, 4913, ecaade2013r_001p1, 1e30, e293, acadia14projects_497ab, acadia14projects_117i, 1065, 9c65, deda, 8970, 7a5b, ecaade2013r_016v8, 58fb, d71a, caadria2015_213u32, 0288, c7bd, 6cf8, f0ee, f77e, sigradi2013_401j, f0ce, ecaade2014_237v60, cd68, 6d1b, ecaade2014_224x57, e95f, ascaad2016_045u18, 3544, 7753, ecaade2013r_017a9, 4af1, caadria2016_621s26, caadria2015_233d35, aa70, bf75, acadia14projects_601aa, b6d7, acadia14projects_177s, cb38, 9fe5, b248, 9761, fc77, dddf, 76c0, 904b, 0b86, ijac201614206v10, d971, sigradi2013_303k, 545a, 2d4e, acadia15_431u18, 0ef8, 7673, 8ec4, dfee, caadria2017_016e7, 0a7a, 00f0, 4894, ecaade2015_325y70, a157, 6b84, 8d18, cf77, 01e3, 5634, 20e9, 7c08, dd90, 383f, sigradi2016_426b, caadria2016_187f9, 247b, 583a, 55cc, 4935, 4604, 43dc, e028, acadia16_116u8, acadia16_432v25, 3ce8, e19f, b75c, 9741, d3ec, aa4a, 56e3, 7528, a435, be6d, 413e, 1c39, cdb1, e8b8, 7745, ijac201513201u5, caadria2017_005a3, 166a, 9fc8, c921, b205, 0a2f, 779a, acadia15_297a12, 4b28, 9ef6, ecaade2015_92x18, b09f, acadia15_407z17, ff10, sigradi2014_074d6, fb4f, 1811, 20c5, f32b, 6d3c, acadia14_63am, e59b, e9cf, c9d4, 8d32, 656a, sigradi2015_12.107e27, 18f7, 9553, 46e6, ascaad2014_008z4, 9125, ecaade2015_59r11, acadia14_63an, 032e, aa14, a582, caadria2015_206g30, sigradi2015_3.394g6, fa38, 8034, e2b2, 4311, f2f4, e533, c36e, 201c, caadria2017_023w8, f17d, 07c2, aef5, 6be0, ea66, bd58, 23e4, 55ab, 8c25, e191, a04a, 2e2e, 8159, 6c41, 9299, 821f, 3ca0, 7dd0, 4d47, caadria2015_049i6, c64a, 25ba, 858e, 1e26, 8108, 3f6c, acadia15_251r10, 4ed3, c2cf, 6d5f, ecaade2016_025g7, sigradi2013_414t, 5597, ecaade2016_074n21, fa06, b6ed, ascaad2016_042x16, f71f, ijac201513304a12, 6263, c1ac, 8870, 1b94, b818, b508, ecaade2016_055f14, 01a3, 356c, 46be, 0260, 7a18, e695, 7be6, 35b0, 546f, 0c91, 5b1a, cece, 75eb, 354f, ecaade2016_130c37, 0f7b, f8dc, 4397, a537, 3637, cc00, 9d41, ed45, 66eb, acadia14projects_135v, 9b37, 4b42, dd2f, 2f57, 527a, caadria2017_054b18, 969e, ascaad2016_048n20, ecaade2015_261h58, a828, a86b, 86d3, sigradi2015_7.203h10, ecaade2014_015k3, 2c9d, 9360, a9bc, fe4c, baa7, 746f, 46cc, ascaad2016_041n16, 615a, a806, eff9, 74b3, 674b, bba3, 80fd, 8849, fd19, c50f, sigradi2016_421ww, 4406, 5d06, ed85, b28c, 802d, da54, f86f, 0f90, 0bbc, 414e, 4291, 5120, c539, 2a2d, ascaad2014_013y6, ecaade2014_186d48, f51c, 3d94, ijac201412203y1, caadria2015_004i1, 90a3, a010, 8636, c8c3, sigradi2013_234k, 164c, b551, 16ed, 6f26, acadia14projects_219f, d8b1, acadia14projects_627c, c4b3, caadria2016_013p1, 7764, caadria2016_601g25, 0955, ecaade2014_057f14, 42a4, 03af, fd5f, 276e, acadia14projects_565af, acadia14projects_317ac, f80c, 50e6, 5bc5, a9fa, be87, c489, d732, 4285, 1089, 8fe5, 3159, 4999, 58e1, f74b, 9e5b, 253d, 6fc8, 335d, ecaade2016_094n25, c1e1, caadria2015_170r25, acadia16_184z12, 78b7, c864, caadria2015_109d17, 00e5, c9c6, f866, e817, f9b0, c470, 1ae1, e2b8, ecaade2016_006k1, 390f, 2f3c, fbeb, 8675, bc87, b092, ecaade2015_84v16, c0ae, de8c, acadia14projects_167y, db47, caadria2016_861b37, 21e9, 0f5f, 2110, 8feb, b5fb, ijac201412403e6, b2ec, 188f, d039, e103, b5a0, 348e, 9d2f, d0fd, 452f, 037f, 4d17, acadia15_483c22, sigradi2014_339c8, 0428, sigradi2016_792m, f9e3, dcb1, ecaade2015_171f36, f323, 0f8c, acadia14_445ag, acadia14projects_111l, ee61, 4b9a, 30dc, 7cfc, ecaade2016_078e23, f52a, acadia14_435ao, 448b, 3d9e, 2231, ce1d, e4c1, f632, 5261, sigradi2014_232p8, f4e8, 25b6, ecaade2016_068e18, fe1d, 6ff8, f209, 1143, f5c4, a082, 37a4, 8bd7, e1c8, 8a8e, 002e, f717, dcc9, 2ad4, db16, 6a57, c211, 94a7, bd05, cbd7, 1331, e8da, c077, 30cc, e90d, ijac201412305w1, 5224, acadia14_311u, 65e5, 2031, 0926, 2904, caadria2015_114k18, 4aab, caadria2017_048n15, sigradi2014_263f1, a34d, c5db, ijac201513301z9, 0a69, 5cfa, 60f5, ijac201614102i2, 42fe, acadia16_88b6, 8cbe, acadia15_47d1, ecaade2014_038j9, 11f3, 8241, cf0b, ascaad2014_022d4, d524, 1c44, 1483, b986, 9dce, 6acb, 9024, 77ba, a275, ecaade2016_105f29, sigradi2014_084y7, 03f4, sigradi2013_30z, 0387, sigradi2016_408ee, e6f8, a0ab, 697d, 52f8, ecaade2015_138z28, 57c4, ecaade2014_186e47, d5f3, 78e7, da7a, bc26, ijac201412204t2, ascaad2014_011a6, 8437, 1fb6, 83c8, 6b3a, 53bc, 3c71, c929, 4097, ecaade2014_145j33, 86a6, 41a8, 6a70, 31fe, ecaade2016_089b25, ascaad2014_012d6, 307e, 69e9, ae0e, b556, b981, f358, 3fc7, cfb2, acadia14_709al, 0e32, 3087, abc7, acadia16_88i6, 1707, 9473, ijac201614403l2, a9a4, 396d, 42a6, 72c1, d16d, 6592, 1fec, d21c, c35a, 01c0, 902d, c340, 5f99, 97d9, 2c6f, 6278, ascaad2014_003p1, 54da, 4f07, ijac201513103y2, ecaade2016_123v33, a751, 5eeb, 6dc3, 1dec, 12ec, dcd5, f614, ecaade2016_158c43, 0850, 4877, dc8c, 4488, de12, 762c, f5b0, f0cf, d582, 028a, e31a, 9bc5, ac3d, 8d57, 6ef0, 0c52, 03ed, d2b1, sigradi2015_3.190n3, caadria2017_096m26, b8af, a6af, 37e2, ecaade2016_002i1, c455, b03a, ecaade2016_224w59, 6a61, 2b83, fe6b, 4dba, 113d, dd5b, da81, caadria2015_126d21, 2aca, caadria2015_078e11, 8b62, 4e2e, 899a, 507f, 2885, e2d7, 069d, acadia15_371k16, e02a, ecaade2014_226g59, e646, ecaade2016_067k16, f8ec, 55d0, ascaad2016_049u20, f3fb, c153, 52a1, 411d, 5fd4, caadria2016_579i24, 8ee2, caadria2016_549i23, a178, 32f0, 95ff, fa56, 143e, 4a3a, 8111, 5a48, 130c, 4b04, e3ec, 43d5, 04be, c676, 61e9, b621, b9a5, caadria2015_077z10, 425e, 2590, aa6d, 53ea, 8ce2, 0176, 0598, acadia16_318g19, da79, acadia14projects_589c, 9aa8, bf18, 4d41, ijac201412301s5, ecaade2014_151z35, 70d1, 5d28, f3df, ijac201614205o10, acadia15_333a14, 190b, 9145, 0630, 6fd2, d280, sigradi2015_10.138v18, ascaad2016_022c9, c9ab, da82, ecaade2014_052c13, sigradi2013_184, c4a5, 90f7, 8fad, 1372, 0430, acadia14_463e, sigradi2015_11.8t23, f451, 4721, e28c, cee8, sigradi2014_097l8, 6be9, ad55, 8bdc, 6090, 56e1, 7220, cb8b, 9345, 7d24, f28f, ecaade2016_057p14, 371b, 893e, 5a6c, 84a1, 9a47, 233b, 6a10, 2711, 7290, 7ddb, 8e8c, 6f90, bae9, 61a7, 48a2, 42a1, ad59, sigradi2016_367yy, ebf9, d899, 9d2d, 9250, d36b, f8ad, aa44, 7226, 69f9, acadia14_53u, f80b, a2f6, ecaade2014_044b11, 5a9b, a551, 3e91, 71a1, caadria2017_142j37, sigradi2013_117a, acadia16_290f18, 500e, 001f, 1d6f, caadria2015_209c32, ecaade2015_297s64, 06ea, 82df, fff0, 2a7a, 373b, 0be9, ascaad2014_019o2, 9fbc, ecaade2016_197e52, 6442, 1a65, 65ff, 551c, eddb, 5278, 6f3c, acadia14_661m, caadria2017_058f20, ecaade2014_204b53, ecaade2014_104z23, 4d9c, 6ae3, 4fc4, 9900, b08d, a719, b2d7, e90a, a13e, 9bfe, 1f9b, c456, b315, 4af0, e275, 1ce8, 8d8c, 3703, b633, ijac201412301m6, acadia14_247k, 8a27, sigradi2015_5.384n7, 3b3e, 0ae4, 3e5d, 5617, 4a0b, ecaade2013r_010r6, 2e91, ijac201513105x4, 6fdc, b8ea, 4044, e524, 95ae, 5222, 4e71, 7e79, 145d, 4fe0, b343, ascaad2014_036f2, bcd4, 99b0, ac2e, a1a8, 18f4, cce9, c95b, 5879, 2eac, f0cc, 89fc, c204, ee5b, 300f, caadria2016_105b5, 706e, ijac201614403n2, c93d, e848, 76e6, acadia14projects_145y, cc46, cdd0, fcf1, ecaade2016_062f15, 822b, sigradi2016_815w, 8390, 0d39, eb29, acadia14_189ao, ijac201412305g2, ef4a, 2c8b, ijac201614405a4, 0ac8, dbff, 9ca9, caadria2017_017n7, ijac201412402h5, 923c, 8f96, 6b56, b577, 02ed, 81a6, 71b1, 2bde, ca35, caadria2016_713b31, 563b, a9f3, 56a3, 2c23, 4495, ecaade2016_225e61, ijac201412407c1, e9dc, db5b, 7809, 6768, 833a, ba14, de7b, sigradi2016_815kk, a172, 6cd9, e9f8, 48c7, f38c, 8b0b, caadria2017_016t6, ec7d, 1bef, e1e2, bf1d, d23c, ffb5, 2220, a9a9, acadia14_691a, caadria2016_321k14, 1fb1, ae32, acadia14projects_627d, sigradi2015_10.144u19, 18f8, 7208, f3d2, 4c1c, 2168, 1818, aabb, 1385, bcfd, 1f79, 8e5d, 01f8, 7f63, sigradi2014_263x9, 4e81, 9ad8, 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