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 Kramer, G.
year 1996
title Mapping a Single Data Stream to Multiple Auditory Variables: A Subjective Approach to Creating a Compelling Design
source Proceedings of the Third International Conferenceon Auditory Display, Santa FO Institute
summary Representing a single data variable changing in time via sonification, or using that data to control a sound in some way appears to be a simple problem but actually involves a significant degree of subjectivity. This paper is a response to my own focus on specific sonification tasks (Kramer 1990, 1993) (Fitch & Kramer, 1994), on broad theoretical concerns in auditory display (Kramer 1994a, 1994b, 1995), and on the representation of high-dimensional data sets (Kramer 1991a & Kramer & Ellison, 1991b). The design focus of this paper is partly a response to the others who, like myself, have primarily employed single fundamental acoustic variables such as pitch or loudness to represent single data streams. These simple representations have framed three challenges: Behavioral and Cognitive Science-Can sonifications created with complex sounds changing simultaneously in several dimensions facilitate the formation of a stronger internal auditory image, or audiation, than would be produced by simpler sonifications? Human Factors and Applications-Would such a stronger internal image of the data prove to be more useful from the standpoint of conveying information? Technology and Design-How might these richer displays be constructed? This final question serves as a starting point for this paper. After years of cautious sonification research I wanted to explore the creation of more interesting and compelling representations.
series other
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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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ba97, 1cc4, 0562, ecaade2016_074t21, 76a6, sigradi2016_550j, c290, 25ee, b8f1, 9a3c, 7e94, ee4c, ecaade2016_040m10, caadria2016_529m22, 758f, 1d1f, 9b2a, deb0, ijac201614407w4, bba4, 9031, eb6a, ijac201412407t9, 4a04, e2b8, sigradi2013_407f, 060e, acadia14_399am, 6621, 29ec, ecaade2017_214v, caf9, 5531, acadia14projects_339ab, ecaade2017_066p, ecaade2015_118v23, 5f90, aeec, 5124, c657, a9ae, b5d9, a686, a3a6, ijac201412405k8, sigradi2014_239b9, 9d4f, 04dc, b710, ecaade2014_151r35, b7e7, 1239, f331, a298, 1707, ecaade2017_041u, 246c, 6add, ecaade2014_084x19, 09be, c1b9, 715a, 785c, ecaade2014_122b28, bc6d, 5609, 3139, fe63, cc6c, 090b, 3e10, 6460, ecaade2015_118w23, ijac201412202s1, ijac201412404t7, f1ac, caadria2016_457n19, abfb, d67d, b291, 27d2, 13ec, 51b4, dcc2, 9ba6, 759f, 6c96, ecaade2017_066s, acadia15_451s19, a9e9, ecaade2016_224w59, 9d03, c7cd, ecaade2017_215s, 01b6, d4d3, e4b6, 9b2f, cd0c, d91f, a1b3, 0213, 55c8, acadia17_338gg, 3023, 964f, 49ba, 3434, ecaade2017_215f, ecaade2015_256c58, 90df, 7d74, cbb1, 86b8, fe37, b4cf, 3dd7, 997e, caadria2016_147f6, a31a, ecaade2016_215u54, sigradi2013_397d, 2d45, 93b3, caadria2017_182l43, c8b7, c14a, 5725, 01b8, 7204, 5b21, eb65, ff9b, 85e7, 8d45, f43d, 178b, ecaade2014_108i24, ecaade2014_218y55, 2961, ecaade2015_74o14, bd10, d4df, 893c, 5ee8, 1d31, b425, a28d, bfea, 2806, cbf1, 3a78, caadria2016_013d2, 8a8b, a49c, d1f9, df4c, 5e4d, 6831, 377d, d35a, 2e21, 664c, sigradi2015_8.47j11, 40fc, 745e, ecaade2017_255qq, 5572, 0ae6, 9b82, bf0a, 7253, caadria2016_611m26, 7773, acadia14projects_671s, acadia15_497s22, acadia17_220v, 16a6, ecaade2017_253x, 9351, 6d53, ba87, 8781, d7c2, 9b65, 7334, 7c53, ea87, 0e23, 91e1, 19db, 7655, 3852, 7c4c, 98fd, 2fa8, c0cb, 4b0f, c327, debd, sigradi2013_359e, caadria2016_487t20, f570, sigradi2013_285, b888, acadia14_153j, caadria2015_073o10, 1ccd, b545, 9314, caadria2015_208z30, sigradi2015_10.140n19, ee78, 8cda, ead8, sigradi2014_313d6, ascaad2014_005d3, caadria2015_119f19, 3f79, bfcf, 0f33, ascaad2016_028j11, ecaade2016_193o51, caadria2016_115k5, da27, c525, fae7, e47e, acadia15_343j14, b753, 4616, 3f3c, e791, 58ca, 58bf, 9eb5, 3533, acadia17_520j, 8f02, sigradi2016_816xx, 198e, 369d, 3a8d, b93a, acadia14_75c, caadria2017_063d21, ecaade2017_122ww, d83a, 59ed, da31, 2fad, 14c3, 2255, a694, 9e9a, 5fdc, abb2, e987, 11f3, ecaade2017_225h, 2c2d, 8e71, c1c7, c679, 7bad, 6d54, c2f3, 235b, a405, acadia14_189ap, b9f4, sigradi2015_3.65v2, 881b, e35c, bb5b, 6f6b, 2d53, 22e3, 8b33, bd3b, 98ee, 0811, bb1f, a710, 549b, eb36, f501, a40b, ecaade2017_230qq, 868d, e249, 0574, a235, 56e6, 52be, b911, 00e7, 6e83, c872, 32d6, be7a, acadia17_608x, d026, 23d8, cf93, ecaade2016_038j10, 05e9, ecaade2017_053o, a7da, f952, 51b6, be85, acadia17_231l, f8b2, ijac201614305o3, c076, 7e49, 3033, 8c89, c064, f9a4, b4e3, c97c, sigradi2014_048t4, 9741, c74e, caadria2016_663v28, 0211, 80c4, d7e3, 4e86, 278a, 2631, 41b0, 2d8e, cd96, ce57, ecaade2016_225e61, 6e63, ecaade2017_006aa, ecaade2016_223i59, 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d02e, 9949, fcc9, 339c, d920, fb0b, 880b, 1040, 1d5a, 8fc4, 8f68, 325d, ecaade2015_116e23, 1b4a, 9754, acadia17_588mm, abf0, a2d2, 6c82, 43bd, f196, 3d66, caadria2015_016l3, ab52, 5fe7, 42a6, 3f10, dd04, 7e36, ijac201513206b9, ecaade2017_199gg, 3695, 779b, 96f6, 2370, 1a8d, 1b9f, 159d, a71d, c556, 402c, ecaade2017_089w, 8caf, ecaade2016_017r4, bad5, ijac201614204a10, caadria2017_016g7, 10da, acadia15_443w18, b94b, caadria2015_067g8, ae4d, db80, 347d, ijac201614104a4, 5f0e, 92cf, 28e0, e062, sigradi2016_690a, b2c8, 0712, a312, 5856, acadia17_177e, sigradi2015_sp_11.303s31, 1d71, 65ce, 39c6, d2c3, 8407, bb42, 600e, d346, sigradi2013_421, c42c, 805b, a4c6, ascaad2016_002p1, ecaade2016_136n38, b792, 3493, 5ce5, c78b, 7cae, 5a9c, 4d0d, ecaade2017_156u, e6cd, 569a, 0fba, d463, a552, f50e, fbed, sigradi2014_313b6, 005c, 7012, 0e63, 680a, 08aa, acadia16_280s17, 2c4a, 37db, faf1, acadia17_532cc, edcb, 97f8, b509, acadia15_371k16, 873d, c61e, 8ea7, 917f, 0ebf, f9f4, 7f13, caadria2017_015o5, 7e88, 384e, 1b99, ef30, 99a7, 264e, 8c1b, sigradi2016_815aa, 5fc8, ecaade2014_132e29, 258e, 03f9, 6c49, sigradi2013_91m, fb51, d74c, 11d2, 2425, 2286, ecaade2014_011h2, 68f8, ascaad2014_029h8, ecaade2016_071h19, 4734, sigradi2016_507rr, f3ab, 123f, 4e8c, e6d5, ecaade2015_81r15, b038, 8c16, b5df, ecaade2017_071yy, sigradi2013_326k, ecaade2015_21i4, 7a21, b76b, 510b, bbbd, 45a0, acadia14projects_565v, bb0e, acadia14_699b, 4a14, acadia17_390ii, d618, f9fc, caadria2017_122r31, 226c, 2749, 9083, daa3, ecaade2017_grig, ecaade2016_ws-dleade68, ecaade2016_028g8, ijac201614206x10, c8cc, 9ad0, acadia16_8e1, de34, 16eb, ed7b, c6dd, 894d, 8cbb, a63d, 15db, ascaad2016_052i21, acadia17_257c, 2d5e, caadria2016_611c26, 94b0, 82b3, d3eb, cf51, e3c8, 25cf, dcdd, c216, acadia17_189jj, 9c9b, 6788, sigradi2015_10.307e21, ecaade2015_48j8, 7a7a, c387, 0c9a, 3330, 1914, fc74, c04e, 6c77, 96e4, ae05, ecaade2016_078m23, ecaade2015_304d67, cef1, c79f, ecaade2015_194a41, ijac201513305u12, 603a, f2af, 20dc, ecaade2017_029x, 37d2, 4067, c66e, 6696, 668e, 2c1e, 9654, ffb1, 9009, 81b3, f131, 053d, c608, 5b98, ca78, fbdb, sigradi2015_7.146w9, 3315, ecaade2016_072m20, f428, c9af, bbf2, bcdc, d9aa, 7399, a597, e0c0, ecaade2014_114e27, aa95, ab47, f67d, acadia15_357t15, ecaade2014_030g8, 4625, 426e, b554, 949b, sigradi2016_737ee, 450f, acadia17_323p, 8474, 5921, df92, ecaade2015_21u3, caadria2016_033a3, 2853, b3ac, ecaade2017_124k, 3d88, 39d9, acadia14projects_539f, ecaade2017_087r, 0bb9, sigradi2014_189m6, 33f4, caadria2017_129n34, sigradi2015_12.19d27, ecaade2015_55o10, ecaade2017_076ff, fd7b, 2bf7, 5087, ijac201412401s3, 629c, c28c, 1ce1, 32d2, d65b, 5d3e, sigradi2015_9.347i17, 20a9, 1956, 4f70, a4cf, 0969, sigradi2015_sp_2.112e29, a2a7, e066, d23b, a733, 1a8b, ecaade2015_138y28, acadia14_691as, 4601, cf79, 9e83, 8733, acadia15_451x19, c2d8, e645, 587d, sigradi2016_400m, 2027, 3d46, 0fee, sigradi2013_401p, ijac201614308n5, 96b3, acadia14projects_555j, 50a4, acadia17_349m, 39fd, caadria2016_745g32, ce63, 05b2, sigradi2016_356b, f8c2, ijac201412405w8, acadia17_570dd, a21e, 23f2, 2b13, 75dc, 7100, 9763, 399d, 3e6b, 20e0, 2019, ecaade2015_48e8, 515b, 6cc3, fc1f, sigradi2015_11.165u25, 3bbb, caadria2017_015s5, c6ab, caadria2016_735t31, cb86, 0706, 0c10, 8c6c, 31e1, caadria2016_529n22, ecaade2017_265k, 8538, caadria2015_111l17, 9933, aaa1, b4d0, 862c, sigradi2013_243b, 0398, fa5e, 1ec8, 5421, 5565, ef8c, 37fd, 187b, c626, 85b9, 93ad, 2521, 1039, 0147, 6b65, 5af3, ae9f, 2d2f, 99e7, sigradi2016_381r, acadia17_598g, b489, acadia17_608dd, acadia14_247h, 49d9, a579, 9a08, 91fa, 1aa8, ascaad2014_010u5, ebf6, a7d6, 338d, ecaade2017_230a, a272, 0852, 115c, 9e9b, 69b2, a6a4, 008b, f5ac, f586, d23d, ebb7, ijac201412408u2, 6fac, 292e, 7406, 423b, ccaa, dfe1, 2d6f, 48ad, f836, acadia17_162n, a268, 0b2f, 6785, 0987, a8c3, da6a, sigradi2013_315, 5730, 8162, ecaade2016_171c49, 1181, be54, 2b5d, 4ccf, c64c, d9a3, 2f31, c7e2, 02ee, acadia15_297e12, 190d, 36bb, ecaade2016_230x61, ba76, 12af, 174b, ef98, fc36, 06ca, cb7f, 7c41, 3116, ae86, dc5c, a3bc, 0cc0, 470d, ecaade2014_112z25, 70e3, c30d, 5c5f, ijac201513101g1, 8aec, ecaade2017_083jj, cc36, 50f1, ecaade2015_61j12, 3d2a, 81cd, 0d86, sigradi2015_4.52n6, sigradi2013_390b, bdab, 8830, sigradi2016_431r, a35d, a412, acadia17_70ff, 5a9b, 0fb0, ecaade2014_196b51, b410, b0e4, ecaade2015_251n57, f05a, 8f8a, d86f, 592e, e0c8, 2321, 889a, sigradi2015_6.151f8, 0e28, 1fd1, sigradi2016_455c, d510, 4d5b, 9e62, ecaade2017_208qq, 1f8c, acadia14_375l, acadia16_12w1, 0b8f, 37ed, 91e8, ijac201513102d2, caadria2016_569e24, 55d1, 43d7, 1aaf, 12d0, ecaade2017_017k, e1ff, 9451, ecaade2017_152rr, sigradi2016_817p, acadia15_323j13, 7b42, acadia14projects_167x, dc78, 70be, ecaade2016_217u55, caadria2015_004r1, 45a9, 7906, e6c8, e8f1, caadria2017_107s28, sigradi2014_282s3, 6345, f0d3, 3e9e, 6bf5, f23a, 2026, 1e16, 0d3e, 8f4b, ac21, 3965, db5c, c383, 9ab4, 3586, 75b0, 6763, 0476, 6778, 5f88, 7d53, c074, bb2a, d2b2, b857, 3df2, 2ef0, 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sigradi2014_313j6, 1251, 59d9, acadia14projects_63aw, e34f, 2089, caadria2017_057t19, 806e, 5bf1, ecaade2016_243b65, sigradi2016_729yy, ecaade2016_079v23, 58cd, c08b, fb35, be7f, ecaade2015_196v41, f864, 1df0, 19bd, f1f0, e5ed, dcea, 3180, 260a, 6283, e882, 7f85, a416, 41f6, 8b1f, e55b, 8211, 4948, ijac201412204c3, ecaade2016_154j42, ecaade2015_261l58, ascaad2014_029u8, 4cd7, fcaf, a363, fc98, ecaade2015_314k68, bfdb, d361, f179, 2141, d27b, 6c5a, f44f, 80df, 8c27, 3c2d, d950, ecaade2015_144w30, acadia14_357av, 6db6, ecaade2015_207i46, 2a06, ecaade2015_53z8, 37ae, ea5f, 5716, bf02, ed30, 8489, 8731, 4190, acadia14_177s, 1752, sigradi2015_11.165m25, 5bac, caadria2017_015b5, caadria2016_683o29, sigradi2015_3.209x3, ef9b, efd6, 93f7, 378a, 7596, 73d8, 9b27, sigradi2015_8.143c12, 9e08, 5137, 8b75, 056f, 01fb, acadia16_260o16, acadia16_54v3, 9739, a1fd, ecaade2015_303s66, ijac201513305m12, ecaade2015_193l40, d0d7, ecaade2016_165x46, ad39, 6d05, a2e1, 4fd6, 78f8, b47a, a289, c0d2, e559, 3a48, acadia15_251k10, 2a56, ecaade2015_317c69, 9e7d, 10a3, 998e, 8265, 6618, fa43, 8f31, bfa8, ecaade2015_37d7, acadia14_63af, c498, efdb, acadia14projects_619w, a48f, 45f0, b606, 3227, 6a59, d97a, cd3d, ecaade2016_118m31, f7cc, b4a6, 72, 2aa7, c78a, 6d37, ecaade2014_085f20, c4b2, 39f1, 677a, 5930, 9c71, 7fd9, 5e71, 6455, fae8, 52e7, 4e3b, 742b, 69bc, ecaade2016_237b63, 9f47, ecaade2014_224e57, 8d39, 7ae6, acadia14_167aa, 9cb4, 1a01, ascaad2016_054v21, a016, 250c, e169, ijac201614205r10, a160, f38f, fe81, sigradi2013_429p, 038f, b86d, 654a, 7f8b, 79cf, 0d40, 3488, ecaade2015_240v54, ascaad2016_035v13, 8c09, b4bd, 48c2, 2327, 3f7b, 7734, 2cf4, 60ab, ecaade2016_078b23, 833b, ecaade2017_271i, ecaade2016_175l49, acadia14projects_637af, ffbe, 8df5, acadia16_78t5, 1e2c, e159, 1659, c764, 935f, 1d3f, d1cd, ijac201614402r1, 98e6, 98bd, 3c9d, ecaade2013r_017y8, a67e, 49d4, caadria2016_167j7, ec8b, 6ad6, 0770, sigradi2016_732e, 55dc, caadria2016_343e15, 41f9, 5614, 6229, ac69, 8ac6, acadia17_163kk, 26a8, 8b58, sigradi2013_62v, 99c0, e298, f65f, 1a7f, acadia14_609ak, 3642, a548, d8f1, sigradi2016_695n, ecaade2015_158c34, afa6, ecaade2016_006v1, 47f0, sigradi2015_3.209f4, acadia15_211s8, 87bd, f1db, 8d59, ecaade2013r_001h1, acadia14_339al, ecaade2015_84v16, 37aa, 9aa2, 2b24, 4ab6, 0fb9, 31ce, e85b, 7903, 8341, ecaade2015_269p59, acadia14projects_549o, a3ed, ec54, 4199, c639, b799, 47ac, 0f5f, f703, caadria2015_073f10, 35df, 868b, d5d4, b9c3, ecaade2014_132d29, a109, ddf0, ff55, caadria2016_229o10, 8888, 34ec, acadia16_12j1, e8f3, f4e8, 2197, 6043, d82a, acadia15_323l13, 32db, a9f6, c86b, ijac201412205s4, ecaade2016_119t32, acadia14projects_699m, ef89, a230, 9613, 520f, e186, 65dc, acadia16_414c25, 8a2b, baa3, 0c3c, 8820, 2a65, 4bed, acadia17_90dd, acadia17_598h, 2e46, ed80, 4474, 6bb8, sigradi2015_3.345r5, 9bd7, 742d, aef2, ijac201513306f13, 8502, ijac201614405p3, ecaade2014_173a43, 0e8d, 1244, 9a5b, faad, acadia14_327d, acadia16_62l4, a6af, 438f, 9d16, 1ed4, 8229, 3750, 9a95, 65f3, caadria2016_663k28, 8c8c, ijac201614201c7, 054a, 7ee5, ecaade2017_140nn, ecaade2016_142a40, 532f, e3a0, caadria2016_539x22, baeb, ecaade2016_136l38, e388, 8e95, 1b6b, 29bb, 7b8a, sigradi2016_415ii, dca9, 9736, 545f, 35ca, 8f0a, caadria2016_713w30, caadria2015_124v19, 9c54, c555, 2419, 16d4, b386, ecaade2017_225f, df46, ecaade2017_031jj, a0dd, 6df3, bb2e, 8eb2, 1018, ecaade2016_094u25, 535f, ecaade2013r_020m10, e835, 1380, ecaade2016_243o64, acadia16_174c12, f733, c487, 1ca0, 3ec2, 7474, 3481, 1612, 0b21, fd24, d02c, bb18, caadria2016_445y18, a91b, 7453, 0253, 2e7a, b1c2, cf00, 6b94, ecaade2017_031nn, 9b70, ba71, a170, 65cd, acadia17_608aa, 1747, 12d2, ijac201614208e13, f85a, fc69, acadia14_655ad, 97df, 309d, a09f, acadia14_627g, 553d, f492, d137, a75c, a5fb, 07e0, af0f, ijac201412301n6, f4b6, 02bb, d226, 7283, sigradi2013_28j, dc4c, ijac201513203b7, 2c6e, 40ce, 2455, 0a48, dd43, a234, 5e82, acadia14projects_637ag, d3f2, 6d38, 4cf5, 1f30, 3113, 84ba, e71a, 2fa7, 0bde, 010a, acadia17_282ll, 43b1, 8942, ecaade2016_040a11, 8513, 1451, 5ed2, ecaade2016_tkoj67, 84c6, ea1c, d8b7, 9c68, 85a9, 32da, 3a6c, 3e81, caf1, 35aa, ecaade2017_225xx, abbf, bf7a, b0c7, 5638, bbda, ecaade2015_129l25, 3722, b00c, 4bda, b7da, af35, 36fd, sigradi2014_137j2, sigradi2015_8.47e11, abb4, acadia15_110d4, f66c, a2bb, 7071, acadia17_348xx, ecaade2017_108o, 9526, 6cb4, 5e89, d073, 07a4, fa91, 4e31, 4dfe, cd47, 12d1, 54ec, b5a8, b3ee, 37cd, a4fd, acadia16_450p26, 8dce, acadia17_231n, e36f, ecaade2014_145d33, 94dd, 80ad, 8a5e, 2aaa, 435a, ecaade2017_101w, 7bd7, bb57, ecaade2017_033t, 46ba, caadria2015_023w3, a163, d476, e77c, 9889, c11c, ijac201513304w11, ecaade2013r_019c10, 08cb, 27b0, 3018, ef36, 83c1, 4ee9, ecaade2016_032s8, e21f, acadia14projects_539e, edd0, 0f3c, 0c35, 8be8, acadia17_153h, aa5c, 4ba6, 943b, 0d3b, 5576, 2233, 9a8f, fa2c, 8e01, c81c, 6867, 91b2, 688b, ecaade2014_089w21, 3496, db4e, 23ac, 96af, 8b3f, 9293, 2eee, e25f, ecaade2017_017g, 7b76, ecaade2017_023w, 007b, ed43, e031, 029b, 3e5c, 2c7b, acadia14projects_63an, 7851, 5009, 5d17, 49bb, ascaad2016_014k6, cc29, 6a8c, f327, 3513, ebab, 5fa8, 5d53, ecaade2016_018w4, sigradi2014_074y6, 6d60, 619b, caadria2016_013z1, 7f9e, 79b0, e62f, d02f, ada8, sigradi2014_172x4, 890e, 0596, df0f, acadia17_211r, 1701, 6a64, 0ed8, 3f34, 46ff, 1e3d, 0933, 197d, a787, 0aa0, 2010, ijac201412303t8, d3e8, 2818, 1bfa, 016a, ab70, acadia16_12h2, ba8e, 41a6, 1a71, c3a6, caadria2017_118t30, ecaade2017_215uu, 706d, ecaade2016_237d63, ecaade2016_241j64, ecaade2016_078f23, ccaf, ab62, 402d, 7859, 358f, ee97, 3294, 4052, 7807, 61d4, d801, 1709, 3ad9, 2bf0, efcd, 0d65, f916, 711a, e79d, 7892, f3f5, fea3, acadia14_479z, 33a2, 2713, f30b, sigradi2013_326h, 48fa, 0988, 4c51, abe2, c4bc, acadia15_469h20, 9e02, ee01, sigradi2015_8.186r12, cc9f, 280e, 39d5, 40e7, ad2e, 585d, 5c64, ddcd, ecaade2014_218s55, 1fce, 9320, 05fa, 4804, 169f, 68fc, 8b7a, 341f, 9a62, 7485, 3b95, be31, 364b, acadia14projects_699j, 4f17, d509, c04c, ecaade2017_077d, ff44, ebf3, ecaade2016_110j30, caadria2015_209d32, 6fe2, 1b3f, 345c, ecaade2016_144i40, ascaad2016_047u19, 6f4a, f2f4, d6e3, 2601, 6bec, b137, caadria2015_213a33, 499d, ijac201614204l9, ecaade2015_235j53, 9a8a, 6623, 5311, 0c71, 3725, 7e3c, a403, 313b, 44d3, bcc6, b159, 7573, 05cc, sigradi2014_232z8, sigradi2015_3.209h4, 3545, 58f4, 81b4, ba99, ee21, 67e2, 572a, 2ddb, d9dd, da71, 4b9b, 7f0b, 5aa3, caadria2015_114u17, ijac201614102j2, a01e, ijac201614105a5, 7159, e2dd, 41ab, 9fb0, cc9c, bea6, acadia17_231z, bfff, 6d36, c905, bfb1, d4b3, 3f84, c9e3, 2468, caadria2015_111f17, 9cae, 09c3, be15, ed46, 8301, ecaade2013r_002w1, da7e, 9536, 8477, ca9f, b155, 409f, 5042, 7b5d, ecaade2017_274bb, 733c, 640e, 4387, 5a22, acadia14projects_153ax, 1828, 4b0b, ecaade2015_307l67, 556b, 0e1b, acadia14_291f, 2740, f0cc, 1f7a, f20e, acadia14_317aa, 6edd, acadia14projects_235s, 59ff, 9846, ecaade2016_017o4, 0414, ijac201513302i10, ecaade2014_194o49, 17d4, 9d17, 2864, 4e5b, ffb6, 2b6e, 4bcf, c252, ascaad2014_005j3, c732, sigradi2013_381l, c2ab, 0f62, b82c, d9d4, cc69, edb0, f4fd, 294f, 23e4, aaa8, 0035, ba95, 801b, 22a7, 244f, caadria2017_145n38, 6e7c, f3bc, 01fe, 813d, caadria2017_182p43, ecaade2016_132o37, 255c, df20, 5aae, 2ce3, 8d9d, 483f, c06d, 28ea, 4dbc, 2900, b6f2, eac9, 793b, ac55, 64d4, sigradi2013_41c, 130f, 87c5, caadria2017_037g12, ecaade2016_230p61, e7a1, 926b, ac84, caadria2017_070n22, 36f2, fb9a, 75e4, 76c4, 5618, 831e, 76c8, 1ad0, 5301, acadia14_389aw, 25db, c269, f462, 814b, 14f1, f1fb, ecaade2013r_007g5, 2bce, ascaad2016_044v17, 683e, 8de1, sigradi2013_275g, sigradi2015_13.316w28, cb9d, 97b6, ecaade2013r_009g6, acadia16_140b11, 71da, 8a01, 64cd, acadia14_63ay, 5900, caadria2015_114m18, 6e58, e634, 179a, 79c6, 20a3, 0169, sigradi2015_12.297f28, ad49, fd21, ecaade2016_140w39, 0534, 889e, 19e2, 2225, cb68, caadria2015_108r16, caadria2016_579k24, ff64, b17b, fc58, 2efd, f837, 565a, d18f, c750, ecaade2016_074l21, 2065, 2dae, fcbc, e9b2, 8585, 645d, fc65, 3071, acadia14_145k, 69ff, 6480, ecaade2017_041t, 2476, 1c41, acadia17_473i, ijac201412304y9, 05ef, e949, ecaade2014_096w22, c0a9, acadia17_257d, 01e4, be58, 584b, 8b9e, ijac201614402m1, caadria2015_218x33, 2546, 6014, bd82, ijac201412401e4, cf46, acadia14projects_473an, 6f90, e02f, bff7, sigradi2014_249n9, 85b2, 18eb, d76b, ecaade2017_151aa, 927c, caadria2017_028y9, 790c, sigradi2016_450uu, cee1, 64b5, ba3e, e3a5, 866b, 4dec, 9346, 4841, 2279, effc, 2a44, c2b5, e6eb, 13d8, ecaade2017_240q, 19e0, 0036, ecaade2015_261f58, b824, 4ae7, a692, 5785, e552, ijac201412402h4, 305d, ecaade2014_204g53, 1e7b, ascaad2016_020u7, ecaade2017_195kk, 2080, ascaad2016_058d23, e01c, edb5, 5182, 8be1, 8faf, 116a, 1881, caadria2017_115p30, 17c0, 2a79, 4bae, 795c, abba, 3cc1, 697e, 3604, f4ef, ebb0, acadia17_100o, 4ad9, 4a19, ecaade2014_218z55, sigradi2014_132r1, 54d7, 67e7, c70e, 177b, 9ba2, caadria2015_087y13, ec00, fb28, 2214, acadia16_164r11, 6d44, 3209, acadia14_291aj, b020, a551, 9998, 8fbe, 209c, 3ec0, 4d24, b552, 8ca8, 8573, 1e49, 9524, 04c0, da6f, 617e, 0541, f0e9, acadia14_699e, 4870, 0635, b21b, 8913, 3b29, 03ce, bc72, 4c35, ce4b, 9d70, acadia14projects_189as, a946, 0d15, 5024, ecaade2017_076ii, sigradi2016_803aa, 6198, 8dfc, 7137,