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 ecaade2015_285
authors Lopes, João V.; Paio, Alexandra, Beirão, José N., Pinho, Eliana Manuel and Nunes, Luís
year 2015
title Multidimensional Analysis of Public Open Spaces - Urban Morphology, Parametric Modelling and Data Mining
source Martens, B, Wurzer, G, Grasl T, Lorenz, WE and Schaffranek, R (eds.), Real Time - Proceedings of the 33rd eCAADe Conference - Volume 1, Vienna University of Technology, Vienna, Austria, 16-18 September 2015, pp. 351-360
wos WOS:000372317300038
summary Public open spaces (parks, squares and other gathering places) can only be grasped from a simultaneous view of their attributes. In an ongoing Phd research project we propose to overcome the limitations of traditional-descriptive urban morphology methods in dealing with this simultaneity derived from their many shapes, functions, uses and relations within the urban structure. After developing the relations between formal attributes and intangible spatial properties, their identity and proximity may be disclosed by multivariate statistical analysis and data mining techniques. We outline a multidimensional method for the synchronic analysis and classification of the public open spaces departing from a research corpus of 126 Portuguese urban squares, whose analysis is intended to interactively (re)define it. The work done so far is presented, which comprises: (i) firming the concepts, criteria and attributes to extract; (ii) survey on theories, methods and spatial analysis tools and shortcomings identification; (iii) adaptation and/or creation of new methods and tools; (iv) creation of databases from CAD and GIS environments; (v) research on multivariate analysis, data mining and data visualization techniques.
series eCAADe
email Joint_ventura@hotmail.com
more https://mh-engage.ltcc.tuwien.ac.at/engage/ui/watch.html?id=975efcfa-7029-11e5-a1a9-9786dd4d89a9
full text file.pdf (2,229,638 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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50c0, 243b, a552, caadria2017_051l17, 7916, 2e07, 8548, e573, b908, a133, 9bd2, 4863, 2470, 2ad5, a3c2, bf66, 57b9, c47d, c2ea, 3c8f, sigradi2013_342s, caadria2015_185k27, 148b, f5c1, cb59, f619, 8dd2, 623e, c0eb, b547, 439f, f7f6, 0c88, 2a5e, f7a7, 5e41, bf88, 2202, d2d2, 203c, caadria2016_529k22, 0f83, cc99, sigradi2015_3.209g4, 40f4, 5888, 9e25, caadria2016_147k6, ea9a, dcb0, f0da, d388, sigradi2014_227l8, a52c, 13ad, ijac201412305m2, ca49, 6f69, 3a6a, d741, ecaade2016_154z42, 833e, 1224, aed5, caadria2017_057d20, 93df, e112, 3139, 7596, acadia15_284z11, caadria2015_084e13, 74fb, ca61, acadia14_473ak, c812, ecaade2014_157v38, 8856, 935c, 9cf9, 7b84, 977b, e1ff, ecaade2015_247e56, 66cc, 1f04, 5d76, 40c5, 1031, 237c, 6aeb, d6ec, a520, caadria2015_049d6, sigradi2014_313w5, 1f33, 1e35, a7ec, 70e8, 5032, a23b, 2f6b, 3524, ea30, d570, caadria2017_063d21, 170e, 6a7e, 4afc, 1f65, c318, 0c5a, acadia15_57j2, 2c9e, cb20, acadia14_365aj, f50a, f691, d0d1, 46a0, a15f, 970d, ad59, 6eeb, caadria2017_009j4, c763, bdbe, sigradi2016_816zz, f545, ebba, f561, 5c2d, 7e36, ascaad2014_034l1, daa6, caadria2016_281j12, sigradi2013_194i, d349, 3769, ecaade2014_224o57, 38a9, c927, c21d, sigradi2014_018n1, b149, 1f03, 7476, ijac201614308f5, b29f, d72a, caadria2017_018r7, cded, d63f, 293b, 0345, 801e, 0f76, 8e44, 150b, 9952, 1944, 1249, sigradi2013_390f, 8f44, a37e, ijac201513203i7, a69c, sigradi2013_326k, b356, 0882, 1d8e, 315c, b4a2, 9ec4, adc2, sigradi2013_244l, 70c1, a205, sigradi2013_62t, bc60, 9516, 1da7, caadria2017_072b23, acadia14_531p, b0e2, sigradi2016_530ff, caadria2015_206y29, 967c, 2eb3, e729, ecaade2016_105e29, 44f5, 61cd, 85ab, e522, c856, 9269, 1f40, 102a, 6adb, a7e9, c174, 7f6c, 0eb5, 0de5, 0312, d22d, ijac201614303i2, f843, acadia14_661f, ecaade2015_130j26, 5507, sigradi2015_11.8m23, f5af, d680, aac5, 1629, 1d87, 4c65, cc8a, 888f, cb87, 48c2, c74a, f224, ecaade2015_227t50, 349b, e444, 30ae, 6ff7, ea74, 2eba, ecaade2015_138w26, 43c0, df29, 0876, aa7c, ddb4, 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51c5, a03c, f8f6, 699c, e97e, 9999, 7b78, 6bb3, 90b6, 1cb8, acadia14projects_63an, 3bea, 6a8a, 6486, 6e49, dc81, 779c, caadria2015_150y23, 5683, 2112, caadria2016_651c28, 1956, sigradi2014_345k9, ijac201412408c3, sigradi2014_132m1, ecaade2016_045k12, e0bc, b9ed, 498f, 5fcd, cbe2, 92fe, e081, efbe, 5491, a142, 746d, caadria2017_027p9, b199, ecaade2015_138l29, 9087, b272, c408, 9f98, af8c, 60d5, aec1, 3a8a, 1cb0, 32bb, bb78, 570f, 4bd4, abba, a4ca, 8be9, 670a, ecaade2014_092b22, ecaade2013r_013x7, caadria2016_517f22, b5c3, 3604, b8aa, ecaade2016_ws-foldingu68, e583, ecaade2016_102t27, d7b1, 4459, e252, bfc7, 1d12, ecaade2015_130z25, sigradi2013_387s, 387f, a1b6, a4c6, e2e7, b63b, acadia14_301ay, 1ee3, d509, 4738, 1b1a, 74c1, 7c12, caadria2016_735p31, 10e4, af71, 8235, 1e0d, 3e54, 70f6, 9d8f, 778e, f2d0, b5d7, 3dcc, c00e, ascaad2014_013b7, d27e, d3a5, d1d9, 9f63, sigradi2013_244i, 9429, 86ff, 5144, 9e27, f22c, acadia16_460x26, 9fbb, ab69, 60c8, ecaade2016_042b11, a17b, 9bb5, bba6, ijac201614303v2, 4a6d, e4a7, ecaade2015_127b25, 930b, af0c, 95fe, d6cd, e3d5, 89c2, acadia16_308z18, 59b5, dbb6, 0ede, 0a52, 8dcd, acea, sigradi2015_11.166w25, c738, 5cce, 5b33, dabf, ab7c, 7419, sigradi2014_282s3, caadria2017_163g40, 6b17, ecaade2015_138t28, sigradi2016_815cc, acadia14_177af, f156, 7b41, e125, 8f98, 9c47, ascaad2016_057t22, c4d2, d046, f9ee, 932d, 7da8, ff36, 09ce, caadria2017_115o30, 11e8, b110, 11fa, 31b0, caadria2016_301j13, sigradi2013_386b, 033d, ascaad2016_035x13, caadria2017_048y15, d7e2, af77, 9c8c, 31f5, sigradi2016_360w, b6ee, e339, 8f0e, 43a2, 796b, 66ad, df86, 323f, 151f, 4c4e, 2e7f, 9da5, 9e1d, 742f, ascaad2014_023u4, 676d, c245, ecaade2016_089x24, b976, acadia15_263c11, 5797, 3a3b, ca63, 4955, bb15, ca34, a5b9, caadria2016_405o17, bf03, caadria2017_015y5, ascaad2014_029z7, ae0d, caadria2017_005f3, f7ef, d192, 6a6e, b8ce, 52ef, b7c2, caadria2016_621x26, 1ed8, 5a4c, e08f, f7c5, 3c06, b524, 28ee, 167f, 468d, 20cd, 8d74, fec5, cb10, b10e, 3416, 32d4, 2834, 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caadria2017_080g24, 968a, bd68, 0177, a1d8, b156, c2c0, sigradi2015_10.307a21, caadria2017_079e24, 45b0, 8ea2, 223f, 2659, 1b20, 677e, 48e4, 8c37, 1cc2, c9ef, b8d1, 0500, d2b8, 43fd, 62bb, eebc, 2b05, 4c92, 39e0, ascaad2014_014h7, c36f, 43e1, bc1e, d739, ce0d, 041c, f9d6, 32f3, ascaad2016_018k7, 2ed9, 8f59, 8c20, 04e8, 44c4, 80bf, 36f8, sigradi2013_244r, 6136, e197, adfb, sigradi2013_294, df1b, sigradi2015_3.221o4, 5e85, 2326, ascaad2016_056j22, 6405, 2b6b, caadria2017_033r11, acadia16_88m6, 174a, 0af3, 3bd8, 301e, 65e7, ecaade2014_156g38, e4ba, 84d6, acadia14projects_145n, 3cc8, 1ac0, ecaade2015_74l14, dc04, ascaad2014_024h5, 18fb, ecaade2014_177u44, 505e, a3bc, 9926, 568c, acadia16_24x2, 05e7, 4f8d, sigradi2015_10.307n21, ff84, 425b, sigradi2014_151i3, 7cb8, 6285, c5a5, 5d89, ecaade2014_052r12, be4d, 8d0c, b329, 1f9e, cf33, acadia15_357h15, acadia14projects_365an, 3cf0, 38f3, acadia14_589f, 76db, 06f5, b0c7, acadia14projects_291ay, 3145, fcaf, 72ca, a427, f361, ecaade2014_024y6, 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fcd5, 8362, f572, bf06, 0fa9, 3cdd, caadria2015_010u1, 7bd6, f787, a51f, 583d, c9f8, c774, ecaade2016_169l48, d3c2, 3882, ecaade2016_ws-dleadx67, 22f6, ascaad2016_039p15, 2a9b, cfb0, 54bc, 9ab4, 6bf4, 97bb, ascaad2016_057m22, 0fb7, 2926, ecaade2016_241d64, 17b3, 2982, acadia14projects_177u, 57f0, 413f, 4be7, f22b, 0b55, ff80, 4e73, 1ed4, ecaade2014_138h30, 6282, 9357, 4ef1, 36a6, 335e, acadia16_106z7, a9dd, 57f8, caadria2015_137l22, 6a2a, 83d6, 4849, 97e5, c179, 5637, c952, 6aa7, 342e, df1e, cd10, 0993, 76eb, 6a69, sigradi2013_183t, acadia14_317v, ascaad2016_035o13, eae2, c47b, caadria2015_172y25, acadia14projects_247m, 075d, ecaade2015_81o15, ce93, sigradi2014_036s2, 2faa, e034, 1a40, 4c48, 5005, ijac201614104d4, 635b, 3b3b, 698b, b5d0, 787a, 1f14, ebff, 68d2, acadia14projects_257ab, 5f54, a342, 9d85, caadria2015_246z35, 0133, bda4, 4c38, 9b8e, ecaade2014_226b59, c834, bdfc, ecaade2014_024g7, 7bb8, 58bb, 449b, sigradi2013_200d, 6f13, sigradi2013_414f, ea01, b034, 09ef, 339a, ea2f, 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ffa0, 8a65, 38da, 346a, 8f69, 3624, da58, acadia14projects_473ap, 568d, sigradi2015_sp_4.388y29, sigradi2016_490w, e0de, d993, ecaade2014_194x49, acadia14_81k, f168, caadria2017_189g45, 553b, 98e9, 2f62, sigradi2014_232s8, 0e16, 9481, 2890, afed, acadia15_343j14, 2c7c, a285, 10ac, 03ea, f852, 32f0, a920, 5a85, 61e5, 2d60, 0ac7, 15d1, 71eb, a00c, d62a, 15cd, 0eda, 06d3, ea11, 6d64, sigradi2016_515l, 0d92, e274, 7ae2, bea6, 78c2, 2616, a1f2, sigradi2016_637dd, 74e0, ecaade2016_075f22, ecaade2014_195y50, 8278, 5987, 2255, sigradi2016_534nn, e78b, f63c, 96ed, 7efd, f4c8, cc29, 3578, ascaad2016_043m17, a1a6, ecaade2016_028n8, ecaade2014_218n55, c60b, ff4d, caadria2016_115n5, 3341, 6d88, 7436, acadia14projects_375l, b9f4, 7b31, 7ee9, 2b97, e894, 7b81, 110a, 767a, ff2b, ab54, caadria2015_156g24, d962, ascaad2014_013u6, a3f0, b25f, 3b04, 156d, 74ac, d8e9, 5e82, ecaade2013r_009j6, aa8c, b99c, 5cd9, acadia14projects_473an, f4e9, 0134, f895, e1c5, acadia14_117d, a315, cba0, 340d, c6b9, 344d, 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ecaade2016_002d1, ea23, c83e, fe17, d66d, acadia14projects_153d, 9ee5, eba1, sigradi2015_11.222s26, 2e04, c9b6, ed5f, ijac201513302w9, 4470, 5ceb, ac1c, 9504, 35c7, c77c, 216a, 9597, 0fda, ecf5, 053c, 41c5, 5749, 83ea, 2c9b, 1986, cf89, b82d, 7c0c, 9e80, b6fd, e6d2, sigradi2016_560v, fc23, e2c5, ba2b, 5dc2, 1d15, 006b, 332b, 7720, 4820, 410f, c9ee, 0879, 4ab4, 9ff1, c59b, 29d1, e8e7, 899a, caadria2015_072l9, ascaad2014_023b5, 4d5a, 40c8, ec17, 7ce0, caadria2016_529n22, 45f2, 09b0, d7ba, 3351, 6fd9, 389e, 70ea, 9dd7, 0510, 69ea, ac9a, e9b8, 5aff, 2e1a, 5d40, 76af, 118a, d7e4, 9dbd, 23db, ijac201614305f3, f2f9, 2fdd, caadria2017_163r40, 06fe, acadia16_184u12, 113a, a4f9, b971, 2a20, ecaade2014_084z19, 60b5, d2ca, sigradi2016_690e, 4020, 08f9, f12a, e657, 98f9, d7fa, 4d1c, f192, 8826, 0d28, f08f, 40f0, 44bd, 64d9, caa1, d756, c080, 4a1f, 24f2, 5d59, e3bd, 793d, acadia15_223a9, 532c, fa9e, 0e01, 0677, ecaade2016_130e37, 9564, f38e, cc88, 4f4f, 7f1e, 580e, cf76, 0f31, f3c9, 83ce, 78cc, 91fd, caadria2017_145n38, 61c0, ecaade2014_168c41, 4f0c, af93, ecaade2016_166i47, ed64, d1ed, 891e, 8693, ijac201412407g1, ecaade2016_238z63, 3bb1, 261f, bc19, 0691, cb0d, 453c, 457a, 8d85, 90aa, 4451, ab21, ace6, 5ae8, b3be, ea95, 064a, 2794, e37d, 8a0b, a57b, b2a6, 1d8f, e8ef, 95d7, 818f, ad06, ijac201614309b6, acadia16_372f23, fdcb, 8399, 9c4d, c227, 7c87, d033, be77, 229b, ecaade2016_238s63, caadria2017_081p24, dc89, 4a4b, caadria2016_353r15, 7aea, caa5, 512c, ecaade2014_018y4, ecaade2014_132b29, b6b3, 765b, 4865, 5d60, ecf9, sigradi2014_284v3, 4771, da56, aef6, 262f, 01bb, 30a7, a0b4, 9e42, 64ad, sigradi2013_347, acadia14projects_311w, 5634, sigradi2014_345z8, 8634, ecaade2015_317f69, da19, be0e, 2426, c184, 29b4, 518f, 4aab, 1976, adf3, sigradi2015_9.347u17, 7823, 521e, caadria2015_061a7, ec66, 9072, 5808, 9e78, 2604, f73b, 83d2, 9ef9, b3f9, f43b, acadia14projects_117av, 1ae7, e550, 5e02, ba00, acadia14projects_661g, 73b7, 9d07, c864, 8fae, caadria2015_096l15, eca8, a607, ba49, ijac201412306d3, b68b, 9c9d, 1464, caadria2016_673c29, 0e9e, cf3c, 47d0, d086, caadria2016_135y5, ijac201412205o4, 896d, ecaade2014_198t51, ijac201614308n5, acadia14_81m, sigradi2014_347t10, caadria2016_383o16, 937a, 213c, caadria2015_048o5, e31a, 14c7, feef, 9fd6, 087d, 1643, e681, a0fb, ebc0, 8936, 4e23, 6cd7, 70c9, 4d3d, ec9a, 4d57, 8ffe, a876, caadria2016_259o11, 55cc, 7eed, 662e, 703c, 0095, 14cc, a72e, a42f, 5a18, 8e48, 6ea4, 9d7e, 68cb, d95a, ascaad2014_010l5, 3684, sigradi2016_360r, 0bfe, 03c3, a34f, sigradi2016_383ff, f8bf, dbbf, 377d, a5d3, 6789, 6bfb, ecaade2016_158i43, acadia16_116y8, 172d, 0567, 9617, d551, a585, 0798, acadia14_479f, sigradi2015_3.111e3, 4965, 6dc2, ecaade2014_157f39, 4687, 18c9, caadria2016_353z15, 9519, a46e, 8a58, 0957, 4a81, f1d5, 12b4, ee35, 5bf7, ecaade2015_298l65, bfc6, 0640, 3a7d, ijac201412408u1, 3190, cd0c, d22b, ijac201412406j9, eb87, sigradi2014_169u4, a40a, ecaade2016_222z57, 5b86, ecaade2015_94e19, dd23, 4764, 3d8d, 2cbe, 35b9, 20c0, ijac201412403j7, 0cf2, 2664, sigradi2016_564jj, 2f63, ddc1, 265a, fe41, ascaad2016_040x15, acadia14_375az, 19f9, 7af7, dafe, 1809, sigradi2016_814l, ecaade2015_18c3, 778d, 262a, 0d1c, e26f, 9f86, 71a2, a6dd, a00d, e42f, ecaade2015_138m27, 9c68, bd9b, f68f, ascaad2014_024d5, sigradi2013_248c, 5cb7, 57bb, 4233, 42ed, e535, 8039, ae4b, f51a, 444d, 6685, 49c5, 8c64, cc95, 85c7, 0d59, ascaad2016_047y19, ecaade2016_013m3, 2daf, 6448, 074d, d9a6, 59a0, 5f8e, a7f6, 9d3f, eaa0, ed41, 44d5, 58c3, 7c4b, ijac201513103w2, ecaade2016_ws-dleady67, ecaade2016_225z60, 154d, c71a, fca1, c04d, d5e3, acadia14projects_311z, 817c, ecaade2014_240k62, ad4c, aff8, 99ac, fc39, 5fa9, 1091, ecaade2015_194n40, c733, c4db, caadria2017_041x12, e9e1, b1ed, c394, 5f0f, e840, e9a2, abc4, 79fc, ecaade2016_021v5, 797d, 6e05, sigradi2014_284g4, 97d0, db56, 8fd8, c22f, df14, d83e, 6481, acadia14_189am, ecaade2016_203l53, 4632, 0222, 814e, 9645, caadria2017_145b38, 5d6b, 727a, ascaad2016_038n14, e6dc, eaa8, 387c, d9ae, ecaade2014_030l8, 821f, 2356, 5e22, 8100, ecaade2015_118u23, acadia14projects_189al, 8b6a, d9c8, 0d57, 1984, caadria2016_013l2, ecaade2015_55m10, 0dff, e135, 99c3, 5d55, 8d8b, c4dd, a417, caadria2017_021i8, 5a5c, ecaade2015_53z9, 14da, caadria2016_353y15, e718, f3e7, ecaade2014_104r23, 357f, sigradi2014_282o3, d1d2, 4ccc, 4030, a39e, ecaade2016_ws-dleadk68, ecaade2015_33m6, 2969, 3146, ecaade2015_207o46, 95fa, 8fe4, 7ff8, 4f64, 945e, ecaade2014_072l18, 3388, e9b4, cd55, acadia15_223c9, 0b1d, acadia15_123m4, cbe7, 3bde, 6aee, 1f37, 0897, c9ea, 4c42, sigradi2015_8.81a12, 1958, 50ae, 2184, ascaad2016_059o23, 5342, caadria2016_187t8, 0c9c, cc67, 8eee, 30d1, af9f, e548, 17f9, 1b40, 9a95, e9d4, sigradi2014_074p6, 66a9, 0ca9, fa14, e40c, 18ea, a266, 89fe, 04f6, 6e4f, 540d, ijac201412402c5, 3eef, 07cd, 61fe, 55ea, 41d9, 398f, 0481, caa7, 99ea, da0e, 492a, ecaade2016_221r56, d735, 799e, 12f8, e4e2, 1610, b46e, acadia16_344p20, 1aa1, 9454, 19c0, 31a1, acadia14projects_661a, 133d, c797, 916a, 5496, d7da, 147e, 1335, 2590, acadia14projects_655ag, 84f3, ecaade2013r_015t8, b3c8, 4e2c, 5531, 92f9, 34f3, 447a, ijac201513205a8, 71de, 0576, 9c21, 0486, fdf8, b3f5, 5061, 0c72, ascaad2016_054o21, bf1a, 51b3, 1f5c, a8f2, 5308, 1576, 2457, 92de, f4cf, b500, bccd, c2b0, ba6a, 7a17, 3585, 5602, 328c, ecaade2014_120g27, a0ee, ascaad2016_045m18, c0a1, 356b, 2e3c, 93a8, 1081, 715f, a891, e1e4, sigradi2015_8.186m13, ecaade2015_155t32, 4c70, 7981, 4afa, ijac201513102h2, cea3, a787, 64ab, b605, c8c0, 6c20, 2a1b, 96fb, fa3f, b8a5, ecaade2016_140o39, bc1f, 52ba, 3764, 71b6, ecaade2015_11g1, sigradi2015_10.309o22, b14b, acadia16_214k14, ascaad2016_028r11, 5db5, 20ec, 68a4, ecaade2014_128u28, caadria2017_005a3, ecaade2014_145d33, 1c5d, 90c4, d56b, dcc0, acadia14_101af, 6ce2, 2b4e, bc79, 9c83, b58e, f12f, bac8, a777, ascaad2014_013w6, 85e6, d749, 0395, 596b, f0cf, 9018, c4d3, 5be8, 6b39, 9729, ea1c, caadria2016_651e28, a793, 9166, 782f, 91ba, 931b, c27f, 8c95, fccd, c62f, 4184, 93d4, fe02, ijac201614207p12, 3fcb, 1e4c, ee85, 6b2e, 09a7, e21f, ecaade2014_188j48, aafe, 68da, eebf, ecaade2015_61e12, 0eac, 7857, 70b8, 5e4e, e768, 33f0, 0d10, e7ac, acadia14_565k, fb21, 65de, dfe2, b3a0, 97f6, 32f5, d2ed, a363, 01c3, 2f8f, da29, 07f7, d4b7, 025f, 417d, 38ad, 2f43, 1b94, 1d71, 5715, 8cf2, acadia14_267o, caadria2017_017k7, b827, 495e, 7a84, 04c2, 97b7, 51e9, 6492, d757, 5989, 513f, fda6, 87dc, ecaade2015_18y2, caadria2017_163v40, d270, 7e93, bd1f, acadia14projects_637ag, acadia16_78u5, ab35, d26e, 2cdf, bb51, 79d7, 5811, f744, ascaad2014_021b4, 8b53, ab14, 8dee, 304e, ecaade2016_ws-dheritages67, b367, 5370, c4e2, 8a00, 5bea, 74d5, d701, 9712, 34e4, 64cf, sigradi2015_11.222r26, a39a, acadia14projects_609af, 081d, 1e8a, a8cc, 1b81, 0c3c, 5db3, 9a7c, b851, af1e, eadf, 8292, 3ceb, 9478, 147b, b73d, e482, d2f5, 597e, 9cfb, d7cd, ecaade2013r_001g1, 7210, 3edf, 7731, caadria2015_188x27, b559, 7087, 6081, c5a8, 80c6, dda7, 3500, fcfc, ijac201614302o1, 5a20, 674b, ecaade2014_022x5, dde9, acadia16_62i4, ijac201614202s7, b6b6, 5c86, 68e6, a3f3, 63cc, ascaad2016_036w13, b878, 9dab, ff1e, af5f, f87a, 0246, 4f74, ecaade2014_192b49, ea38, b343, f54c, ijac201513305p12, 8a13, ecaade2015_251l57, a8af, 4ad4, 2a3c, ecaade2016_127f35, 2baa, aad6, 35db, 4f02, acadia14projects_267n, 9625, 0288, 833b, sigradi2016_490cc, af20, 41f0, ed04, b71f, fb05, acadia14_189ap, a665, 36f7, 94e6, 474b, badd, b140, 210b, f2ac, 730b, ecaade2016_165u46, bc58, ffe0, 2676, ecaade2016_055j14, c113, d869, c356, 69b3, 03e1, a364, 1b78, b89f, ecaade2014_153j37, acadia16_62o4, d2fb, sigradi2016_448hh, 49af, 6d32, a614, c242, 2453, 87de, 49b2, ascaad2014_006v3, 5fc8, ijac201412307g3, 7cfd, f249, ijac201614408f5, 7a36, 97c1, d0a9, sigradi2013_41k, f904, 7edf, b0f3, 9067, d041, 5045, ceec, ecaade2014_108f24, caadria2015_066d8, dc38, da7a, 5f09, cb6a, 604a, a9e3, 9fc6, 7b1b, dff7, ijac201614208d13, b799, 0f2e, 1682, 24bd, 44ea, 679c, 1190, ab3b, 5e92, sigradi2016_385ss, ascaad2014_022g4, 3dea, ecaade2016_165v46, acadia14projects_63ao, sigradi2016_360z, ecaade2015_109v20, 5f2f, sigradi2014_015c1, 0053, ecaade2014_149p34, ca52, ijac201614102w2, c4b7, 612d, 3f63, ced9, 81d3, dc16, 6bb6, d350, 8c32, 5817, b336, 1fb2, 44e2, 44d1, 50d0, 1f48, ascaad2016_034k13, 4ec8, 51dc, 5162, acadia15_311l12, e843, 1fed, e597, 6dda, b9a8, 534d, 9fda, 63b4, ecaade2015_180f39, e20f, 7a93, ecaade2016_198t52, f873, fe8d, 7efb, a620, ijac201513305j12, f9ab, ad21, fbd4, f7e8, b505, acadia14_167ab, 8029, f3cc, sigradi2013_397i, eda0, e0a2, sigradi2014_049e5, 46a5, 45d7, a0c1, acadia14_523ar, a278, f5e3, f2ec, 04ef, 78b7, b8ad, e00a, 0b02, 96bc, 2c6b, eae6, 03d9, 9dca, 957a, 23fc, b832, ecaade2015_227w49, 1ff2, caadria2016_611l26, 7800, ecaade2015_196u41, ecaade2016_161z43, dbb1, 25ab, ed94, acadia14_463d, ecaade2015_284l61, ecaade2014_168r41, 285f, 7580, ijac201614308p5, 97c2, ef7c, 971c, sigradi2016_792i, e09a, c964, ecaade2016_163u45, 41e4, 1945, 869c, a74a, ecaade2015_175s37, 47ee, 4732, 1608, 752c, 696e, 27dc, 3c67, 5201, fcad, 2e40, f064, sigradi2016_781yy, d798, b8e6, 72ec, 28b5, f704, 16d2, e17c, 97ef, 316e, 5e57, 98ef, 1b7d, b1c8, ecaade2014_080j19, 4938, 1806, 8a07, a07b, 090a, c784,