CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

id caadria2016_703
authors Ding, Yakui; Tomohiro Fukuda, Nobuyoshi Yabuki, Takashi Michikawa and Ali Motamedi
year 2016
title Automatic Measurement System of Visible Greenery Ratio Using Augmented Reality
source Living Systems and Micro-Utopias: Towards Continuous Designing, Proceedings of the 21st International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2016) / Melbourne 30 March–2 April 2016, pp. 703-712
summary Greening has been promoted to improve the living condi- tions in urban environments. Quantification of greenery is an im- portant issue to identify the criteria for stakeholders in the process of greening. This research focuses on the quantification of visible green- ery ratio which is defined as the amount of greenery in the field of vi- sion. Some measurement methods of visible greenery ratio have been already proposed. However, the quantification process is usually time consuming and prone to human errors due to manual operations by us- ing an image processing software. Therefore, in this research, the au- thors developed an automated measurement system based on image processing technology for the efficient visible greenery ratio meas- urement. In the verification experiment, the proposed method achieved similar results for extracted pixels of green areas as the tradi- tional manual method, with decreased calculation time. Furthermore, in addition to measuring the current ratio of greenery, this system can visualize possible future changes in visible greenery by adding plant- ing (landscape) design models in an Augmented Reality (AR) envi- ronment. Using the proposed method, an ideal greening environment can be designed and evaluated by end-users, more intuitively. The de- veloped design system is expected to eventually result in increasing the amount of greenery in the urban environment.
keywords Visible greenery ratio; image processing; automatic measurement tool; augmented reality
series CAADRIA
email ding@osaka-u.ac.jp
full text file.pdf (3,829,976 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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acadia14projects_681ao, acadia14projects_627e, 07ca, acadia15_451t19, 25f1, sigradi2013_52j, 3815, 5668, ed09, 1d66, 6039, 44ce, 6a67, def7, 1508, 40db, 6b41, 2d4a, 8638, 1ea8, ascaad2014_016i9, 2c47, ecaade2014_111v25, ff31, ab19, 5283, d8ba, 9577, 13c4, 23b1, ecaade2016_042e11, 5691, d7f1, c4d6, 7fde, 1b5c, sigradi2015_9.152o16, 9191, 281c, caadria2016_291s12, 6554, 154c, d8d1, ijac201412408i1, c4ce, ed98, 4642, 3a8b, cd28, caadria2016_507j21, ijac201412303m9, 1403, dbe7, 91af, eb5d, ecaade2015_148m31, ascaad2014_034m1, e46f, 7786, 02b8, 3e99, 6e14, ca8f, b84f, ascaad2014_022e4, f89d, ea6b, 2742, 3868, a095, 019c, 5e48, 907b, 4b50, 10b4, ada7, 6476, a84d, 74c0, caadria2017_028w9, 3661, c8ff, 1b36, 66d6, aacd, ecaade2015_155s32, d99d, 4b4b, 4875, 586a, 97b6, 6933, 04af, sigradi2016_741hh, 97ef, caadria2015_108l16, c2d0, 6a5d, e483, d05d, 451f, bdd8, ecaade2014_046s11, 414f, ae40, 055f, 065b, 470b, d283, 1426, ijac201614403u2, 8d6b, d027, 5e19, 3556, b8fb, 3028, 9486, 60d1, 02c7, 7647, 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72a9, 2fac, 368e, 9690, bb6f, sigradi2016_455b, sigradi2014_313t5, f920, 8a8d, d94e, b425, fa12, 739d, b9b6, 3dad, a37d, ecaade2015_241w54, e502, b9e4, 2952, ijac201614205g10, ed31, sigradi2015_11.166w25, 8541, acadia15_95h3, d76a, 6130, 5c32, 521e, 9a1d, acadia14_153ao, 5b43, 61a7, 49c7, sigradi2013_304, acadia15_357i15, ecc9, caadria2017_134a36, 221e, caadria2017_015s5, 04bb, eee5, c248, 4e25, 0d47, 1cba, a6bc, 66ad, 564e, eaef, f367, 9fe6, a63b, sigradi2014_045h4, d410, c190, 9a4e, 58da, b2b7, 86df, f078, 8930, ba05, 8f1a, 1e80, caadria2016_703g30, 156e, c25d, 5362, caadria2017_040k12, 7414, 801f, 2b03, 1737, 03a9, 61d3, 1247, 9fc2, 2e9b, 9b4d, 9cbd, 2313, e82d, 0831, a7cb, caadria2017_110i29, ecaade2015_333m72, 618a, ecaade2013r_009h6, 96a4, c0f3, 15ff, ecaade2015_116f23, cda2, ijac201614307f4, 4db7, sigradi2016_602qq, 3d8e, 9e49, 8b6d, b3c4, 779a, 1654, fa00, 4f08, ecaade2016_238r63, 8adf, 4b90, 96cd, acadia15_497g22, ascaad2014_017o1, 980b, 49f1, e4ec, 765f, 80be, ecaade2015_319b70, da9f, 4e48, dbb7, fd75, ccd5, 9085, 47e6, e672, 7fb2, a318, fe80, 330d, 7d08, 3575, f663, 1868, 3f27, d136, 2160, acadia16_62n4, f3cc, 8c39, a9b8, acadia14_153d, 9804, 43c7, ecaade2015_113s21, 576d, de88, 04b2, d111, 811e, 0ee9, 90a8, fd64, sigradi2015_9.270h17, aa7d, 30e8, caadria2017_008a4, a0c8, 64c4, 4dfb, be15, sigradi2016_490q, 036f, 7fa5, c1df, 0d52, 2dae, 8cc2, 8d78, 310c, 804f, 0d91, 6b00, 5a12, 1b8d, 59b1, 0d9d, 0348, 51e5, d6a1, 80d0, 5edb, ce94, 9d13, 86a0, b234, 53e2, ef28, ebb2, ecaade2016_095d26, f5ee, caadria2017_069w21, 9b40, a0ab, 8a9b, 05ae, eaf1, f3c3, 1a7b, acadia15_417a18, 8d3d, 23b8, 16b1, c99f, 0e24, dacc, f809, 9292, acadia16_344k21, 4654, 1bae, caadria2017_047h15, 443a, e6d4, 354f, bfab, eb73, ecaade2013r_012o7, ef98, 6123, ijac201614406i4, 8e8f, ijac201513303f11, 09fa, 2bb0, 8a38, 4788, eff7, bb7a, d605, acadia14projects_655x, sigradi2013_343d, a174, 80b5, 5c49, 2e96, f7ac, f7c6, 7b1a, d53c, 53d6, 4e11, 25c1, ceaf, 5ab2, caadria2015_111n17, caadria2016_851h36, df14, a2aa, 06fe, 6530, 14e7, ba60, 6574, f210, f35c, 1dd5, 2497, sigradi2013_304d, 1818, 61f5, d8bd, 3683, 0c86, 8998, acadia14_691au, 8268, 4bea, 692a, ef8f, 1ff6, ascaad2014_023v4, 2d5c, 0bd7, bd3c, 671c, 2d32, 2245, sigradi2013_100g, 4682, 9964, 0d54, f79f, ecaade2016_073u20, a0ba, ecaade2015_195f41, 76f9, ecaade2016_118o31, 5c97, 0bac, e5f9, 45ac, 79e5, ecaade2015_161g34, 24cc, f8f0, ascaad2014_003u1, 3199, d887, 3216, 18ac, 6c22, 2c7e, c282, ecaade2016_048v13, 27fd, ecaade2014_023s6, 8821, b9c0, 1ac0, 0317, 400d, sigradi2015_11.165l25, b0ae, d78a, 5d9e, 6bc6, ecaade2015_193e40, ecaade2014_163z39, f494, 12b8, ijac201412401p3, 3827, 7c99, 830b, 3097, e905, 3552, sigradi2015_4.219d7, 8622, 88a4, a480, 3a96, b6d9, 2c9f, 7739, cdd6, 396d, 139f, 2264, 55c4, 702c, caadria2015_081x11, acadia14projects_117ay, 12e6, a1a5, 77aa, 1d5e, caadria2015_130f22, eb91, 2b6a, fcf5, d486, c86b, ef09, 7b8d, dd2a, ecaade2014_153u37, 929d, d15d, b616, 05c0, sigradi2014_021p1, cab2, 3b6d, 27cd, acadia16_214c14, ecaade2015_155r32, cd37, 7064, 2824, baa2, 0cd6, 42f1, ecaade2015_285k62, 0577, 15e1, sigradi2013_41a, 337e, sigradi2015_3.221x4, f2ce, 0fd0, 628f, af49, 419c, 4f06, acadia16_196i13, d0b8, ebc9, caadria2015_065x7, e16d, 5d4a, 859d, 5a71, 8979, d842, 7cbf, 72e8, 0163, 0fbf, 251d, 648a, ijac201614208b14, 6962, ijac201614308j5, 1896, ecaade2014_057s14, 44bc, 397c, ecaade2014_086r20, d2b0, 7862, 82b4, 5997, 148d, 5fbc, c307, 4c20, b4db, acadia14_479i, 850e, ecaade2016_099h27, 922b, 83b8, 286b, 32d2, sigradi2013_391i, 1882, f466, e15a, 3ace, 73a6, feae, 679b, acadia14_301aw, 7c5e, baad, d8fa, caadria2015_126n20, acadia16_154i11, 4981, 086a, 3885, 928e, acadia16_98d7, 0aa5, e056, c8e5, ad50, 4eaf, 3129, 8b4f, sigradi2014_018k1, 2bb4, 1b5b, dd50, ascaad2016_048l20, c318, 6d11, d371, 5ecb, 8e8b, 6bc0, 3a18, 55f0, 5b2a, d137, 5b7b, 5cc9, 21f6, f00b, 4435, e21c, ecaade2016_037u9, caadria2017_132v35, 6cc6, 3799, 5134, ef5c, 368f, e1d9, a063, 3493, acadia14_671w, 6dbb, 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sigradi2015_10.381g23, 74eb, c3fa, f37b, de33, 1f2a, caf8, 0b4d, caadria2016_651h28, ecaade2016_011z2, 1e37, bed1, 4827, 6c30, e48f, sigradi2015_2.213u1, caadria2017_165p41, ecaade2015_207r46, 82bd, 5841, sigradi2016_602e, a9c7, b696, 69fe, 70fe, f27a, 44bb, cee1, dfd0, 109a, 89db, sigradi2015_11.136j24, 8d2c, 69b7, 606f, ecaade2014_144x32, 7829, 3130, sigradi2014_074z6, 5122, 4af2, a774, 5429, d110, 2399, 1ef7, 910a, 19cb, 0a18, b084, caadria2017_086i25, caadria2015_105j16, ascaad2014_029d8, ecaade2015_127b25, ascaad2014_026f7, ecaade2016_065e16, 2340, 5600, a4d2, 7251, e7cc, acadia14projects_409o, 0b3b, 764e, caadria2016_663k28, ijac201412405y8, caadria2015_023a4, ee65, e4bf, d79a, da36, ijac201614407o4, d874, bd28, 58fc, acadia14_497t, cfbe, 7a81, f19d, e494, 6c28, aa5d, ascaad2014_007x3, 3f9e, 5441, 339d, acadia14projects_111f, f265, aa13, c03b, caadria2016_013f2, 6999, ecaade2016_129g36, ecaade2016_197g52, 988f, 381c, fe75, f182, ed97, 8518, 2c74, a34e, 584b, 6cb4, 1769, 5656, 9ce9, d218, 62ea, 2d53, 8362, ddb4, 74e7, 0605, a861, 7a08, ecaade2015_253y57, ecaade2015_73c14, 7eac, 695b, 2bf7, 97f6, 7a10, 0f00, caadria2017_147y38, caadria2015_105h16, acadia15_263w10, 8902, 29a2, efef, 8b57, cf77, 9c16, 3f3c, 00b0, a82c, 4d34, ecaade2015_227b50, 1689, 856a, 73cd, 192b, 69e2, caadria2015_070c9, 5a15, 5125, f9cd, 02c0, b13b, fc01, sigradi2014_032g2, 0c80, f94f, 0ee6, 604e, f6e8, d710, ecaade2016_095j26, acadia14_565h, 0d37, ascaad2014_008b5, 8a18, ecaade2016_078w22, sigradi2013_313, sigradi2013_194z, 0c85, a369, 6f50, aea6, c529, d9f0, d760, 4c9c, ijac201513104w3, d3ec, ascaad2014_022l4, e580, 6634, 9e53, ecaade2015_100a20, 92c8, ascaad2014_016j9, 9cfb, 1adf, 678a, 55c5, acadia15_251h10, ff7a, 52ba, a0c1, 9da8, 2ae4, f85c, b635, 7395, bf59, 74cc, ec45, 9773, 98d5, b647, 0a54, 4573, 4993, dde7, ascaad2016_048o20, ecaade2014_186c48, a3fe, b762, d0cc, sigradi2014_197z6, ecaade2015_109x20, acadia15_251g10, ijac201614408j5, caadria2015_049z5, 18b6, 5635, e5ad, 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sigradi2015_13.316z28, 892f, b952, 0968, 8ddf, 3ade, sigradi2014_144v2, 9d2c, 5458, a801, 4a8d, 9301, 2edb, caadria2015_109d17, 8430, ecaade2015_209v46, 2be5, 21dc, d8cc, sigradi2015_11.34a24, 0b0c, d468, 5b81, 1d9a, d692, ecaade2016_224v59, caadria2015_087x13, cb52, d69e, sigradi2013_400z, af41, 367d, 5cd0, 56c1, f6f8, 6728, 0609, 822d, 95f5, c008, ecaade2015_101g20, 9438, ascaad2014_003v1, bce5, ecaade2016_222z57, 95ce, ab41, ecaade2015_25l5, c845, c1b0, d57b, 2252, caadria2015_032y4, acadia14_565p, 1453, e574, 63bf, 9939, 99f6, 17c1, 4016, 43cb, 3b4d, c557, 96bd, 69d7, acadia14_565v, a9c5, ascaad2014_028u7, bf5e, f8f1, 95e2, ecaade2014_052j12, f047, ecaade2014_132d29, 8e82, 0e14, 8177, sigradi2013_342t, 0168, abbd, 2c4c, af7c, 4103, 29af, sigradi2014_151m3, b2e6, 15f9, 444c, fed1, 2355, f665, bf6a, 338f, 35f6, 4737, f0cd, f2da, df5a, cc2d, db90, 82d7, 450f, 190b, 45b3, 665d, 38b9, 92d1, 2541, 43c3, 7534, 4efe, ecaade2016_203l53, 5a8e, b9ec, 19b6, 46bf, 797e, 864a, 94b7, 8caf, 8331, 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ecaade2016_225r60, 619d, 1e52, 19df, cfc6, acadia14projects_609ar, a9ce, 2711, 6f0d, sigradi2013_281, caadria2017_023e9, 5ffc, e311, ecaade2015_324v70, 7bfb, b16c, 6dd7, fa34, cbd5, 4c01, 9cb2, 96fb, 4e0f, ecaade2015_294k64, 0b19, 9f26, 9848, 8328, c18a, 33c2, acb1, sigradi2014_339b8, 051f, 07c2, 6dc8, 7ee1, e235, ff78, 19a4, a0b9, e9e9, caadria2015_172w25, eba3, caadria2015_004r1, 8ffa, ascaad2016_046j19, e493, ecaade2014_226c59, 3525, 0076, ecaade2015_278r60, ascaad2016_019s7, 8e1b, 8d05, e696, 8c22, f4a3, d9f2, 73fb, 5bba, 2013, fe52, 2dcf, e4f1, ecaade2016_ws-foldingv68, sigradi2015_sp_2.112l29, 8857, fc4a, 0ebf, ascaad2016_011k5, 4e45, acadia15_284x11, 2af2, acadia16_12b2, 358c, 9414, bf11, 72a7, 3537, caadria2016_549k23, 2c8e, b7f7, 7486, caadria2016_621a27, 4cab, cdde, 524f, c5bc, 374f, 9262, 3886, 31e7, 6d92, ecaade2015_169f35, 5808, 0e9c, 7b01, f536, 28c4, a672, 5be8, af9e, 0062, ecaade2015_229e51, 7ff4, caadria2017_048s15, 6918, a70d, 9407, fab0, 76cc, f8f6, a41c, ffdd, 7da2, 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1108, c24b, 99be, bb7e, 5f74, b14d, 00bd, 3375, 167f, fb21, 8aee, 1585, ascaad2016_033e13, ce16, 8ee2, 8e23, c1d4, 0a67, ijac201412403k6, 2bcd, 4129, 6d53, a2cf, ac2b, ecaade2016_166k47, e175, 2c75, ade0, 0993, 1010, 07d1, sigradi2016_770m, 99b7, 9dc7, ecaade2014_052u12, 3db7, acadia16_140f10, 38b8, 0d5a, d7e4, caadria2017_005h3, 6480, cc7b, 20ae, caadria2016_851z35, caadria2016_735n31, 93b0, 6669, 0109, 3b0c, 608c, ijac201412304l1, ecaade2014_233k60, c4f3, ecaade2016_068k18, ca1d, 30a3, 554b, 8496, fc3d, 4adc, d76b, ijac201513201m5, acadia16_270x16, e9fa, c0e5, 0c70, 9868, 31e6, 8bae, 28a0, 4b96, cb75, 2ef4, 4ace, sigradi2015_10.309t21, 08ec, 4cf6, 94a3, a686, 931f, ecaade2014_237i61, 3f1b, 97dc, 1886, 3992, caadria2016_373g16, 4a23, dadd, 00f5, 94fa, cacd, eedb, 7170, cec0, 3f83, 3eea, c498, ada8, sigradi2016_655j, 23aa, 85b2, acadia14_671p, f6f0, ecaade2014_201f52, 906f, 090e, 8993, 6bea, 92ac, 5a26, ijac201614208k13, c375, a642, c8f8, 8fbc, 6086, 0826, 82c5, 4cdf, ea7c, ijac201412303u7, b9dc, b7fa, c211, d824, 0183, 50fb, 72c4, 9818, 220f, e162, fc74, acadia14_153j, 0840, cda6, caadria2015_156i24, 7277, 69b4, 3a5e, 3705, c44c, f4fc, 6466, 0947, caadria2016_797u33, 1222, caadria2017_107o28, 8eef, 734f, a773, 632f, c36d, 91f9, sigradi2016_550i, f667, fead, 318d, d3c7, sigradi2013_117n, ijac201513303x11, 8fb3, f723, 2695, cc4c, acadia16_34w2, 7805, ddda, d378, cc0c, sigradi2015_8.339y15, 5ad8, sigradi2015_11.136k24, a597, 6797, 4c92, 1cde, c8be, sigradi2014_345c10, 1148, acadia14projects_339ak, d169, c6a3, ecaade2014_233x59, 239e, acadia14projects_145t, 9f76, 82e6, e890, bc35, d161, c063, d88d, 4cf5, 1d5b, d3bc, c759, sigradi2015_10.317p22, ascaad2016_022v8, 0f76, sigradi2015_9.141c16, ce7e, d9f4, acadia14projects_579c, 6557, ascaad2014_010m5, ecaade2015_235s53, ascaad2016_054r21, 06cf, 4ae4, 8476, caadria2016_507h21, bb66, 99cb, 22ee, 127a, 6c6d, 9867, e732, c0ea, be7b, 946a, cc84, ab6b, ecaade2014_224t56, b137, 4d87, 977a, 8487, c4f6, sigradi2016_407r, ecaade2015_138g28, fa36, c304, 7373, caadria2017_142b37, 1dbd, 4c44, 58a1, 89f3, caadria2016_003i1, a15e, d092, 1a5a, 0b11, 88ed, sigradi2016_488o, acadia14projects_63ar, 5999, 3285, 969a, 4ddd, 11db, caadria2015_213j33, ijac201412402t4, caadria2016_601d25, caadria2017_142z36, ecaade2014_225h58, ijac201513104n3, ee1b, f13f, 69e9, ascaad2014_020r3, ecaade2016_042p11, 07f9, 300f, 6b4c, 9288, 6286, b080, acadia15_497l22, ecaade2016_073f21, 8d71, 39c7, ecaade2016_016g4, c6c3, 64e1, e9dd, 1b45, caadria2017_041e13, acadia14projects_177v, f900, ecaf, ecaade2014_214p54, aa82, 8710, c5b4, 9460, sigradi2014_030y1, 3708, 7653, 322c, 806c, 65f0, 7700, e925, 46ad, 5c98, ecaade2016_tkof67, 3139, acadia14_135x, b4af, ecaade2014_214n54, acadia14projects_671v, e848, bb24, e4e4, d9aa, ca19, 0061, 9091, 11dd, sigradi2013_401m, e003, 93b8, c061, caadria2017_080i24, fae6, ascaad2016_045h19, d41d, 5476, 2f04, b92a, f468, b441, 0437, 7c82, sigradi2013_390a, ebff, 992c, sigradi2015_8.264r14, 1feb, 992d, 8996, a689, 5a8a, 61ad, 9cae, d5f6, ascaad2014_008x4, 7552, f7ed, 2d8f, 24ac, 5777, b984, d6ff, 89b1, 05d0, f038, acadia16_106w7, acadia15_381s16, de3e, c1eb, 5aed, ecaade2014_018u4, e414, ac79, c700, 6d56, 4853, 4356, 9302, 8965, 5fe9, 4613, 4fbe, 734e, caadria2017_051a17, 721f, ascaad2014_036h2, 970d, 6cc1, 9c4f, f99a, caadria2016_819z34, 1342, b252, ecaade2014_139g31, b8e3, 15dd, 2043, e3b6, 26af, ecaade2014_168a42, 5c39, ecaade2015_82w15, 6037, 2b8e, 0bc2, 9e60, 0cef, d711, caadria2015_157v24, 1dff, 74ab, 1646, 6755, 61df, c328, 87ed, bc08, 2fd4, 05b0, 9ab0, 5465, 03ba, ecaade2016_136g38, c985, cd43, 4632, 4af3, 8ac4, 6428, 8e4f, e4b8, 9f5f, 8613, 2b87, caadria2017_086k25, caadria2016_663p28, f431, ecaade2016_164r46, af20, 7d9c, 8d35, 6eca, 16ea, 98a3, ab77, 98a4, 942c, 9a8b, 65c3, 70b2, 8c35, 9ef3, d370, 3fd5, ecaade2016_032p8, 0cc5, a96b, acadia15_483m21, f11d, 14b5, 7994, 9cba, 81cb, ee33, 51a0, ecaade2016_198n52, 6c0f, 743c, 4064, 1171, 43c5, e066, a546, ecaade2014_052e13, 97d2, 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01eb, e018, caadria2017_145a38, 8b6e, 83d5, 34a8, d14e, efbc, e2ef, a93f, b495, ecaade2016_166n47, b868, e849, 90a1, 4e61, ecaade2013r_004z3, ecaade2015_327f71, 21dd, dba6, c62a, 65e5, 3ceb, 30a0, 8945, d507, 11af, 1274, 0162, c770, 0369, ed9b, 2111, cafa, ascaad2014_017m9, 3c4c, 66c7, 1a77, 1114, acadia14projects_619ac, 195c, 6cd8, 0c1e, fb15, 1abf, ecaade2016_223p58, acadia15_47c1, e6a0, bc56, caadria2015_142k23, 64e7, 7b76, 8c99, 3f48, abea, f151, 98cd, 72b3, 824b, c455, d229, 9924, fbc6, 8784, 40d6, acadia14projects_375g, 7ae5, f5b7, 9402, 4f33, fa1d, 72af, a60b, b492, 5631, 2b4c, 5809, c7f5, 88bf, a36a, acadia15_232t9, ecaade2016_167d48, 9aed, 3732, d545, 4e43, defa, f3dc, d04c, caadria2015_130i22, 9df6, ecaade2014_071c17, 17f1, e387, e761, caadria2016_507o21, 9af3, 73ea, c7d6, 05fb, 00ce, d23d, 5af5, 2285, 6c08, cabb, bcfe, 3e82, ecaade2014_153d37, 57ef, 9935, sigradi2014_151d3, 77d3, 1a3a, ace3, 88e1, be7f, 6d88, 70e5, 8b20, 7bdf, 42d0, bde6, 688f, b56e, 1e39, 5143, a77d, fd5d, caadria2017_003o1, sigradi2016_448ii, ecaade2016_077s22, acadia14_375b, 8697, 945f, 878e, ecaade2015_101i20, e089, c620, 2766, 8967, 1341, ecaade2015_22r4, 6b7e, sigradi2016_814o, 32a5, sigradi2016_690h, 9808, acadia14projects_579b, ascaad2014_010t5, e623, 9549, 0a95, fad9, f133, 8565, d227, 3c30, c9a9, 72e0, sigradi2013_167l, 56a4, faae, eb39, ecaade2014_010y1, acadia15_161e6, caadria2015_170o25, caadria2016_435v18, 63ad, 9219, a6e5, bc13, acadia14projects_609ai, 3f59, 943b, e046, ac33, 69ed, 3b14, 7b84, ascaad2016_034l13, sigradi2016_592v, a261, acadia14_357au, acadia15_57f2, 42a5, caadria2016_405d17, f7ae, 1a90, 1138, 7abd, 13a3, f3ae, acadia15_185o7, ijac201614203a9, 13e0, sigradi2016_537a, 8ea2, 42d1, f229, ijac201412408v1, 1062, b8a7, 14d5, ce48, 037a, c92d, cdb3, ijac201412408o1, ef38, 0dca, 7a6b, d978, 58ac, 313a, b9f2, 7d42, 85e0, 4f0e, 1e8b, f720, d5d0, sigradi2015_6.183i8, dc73, 2eca, aae2, e3c0, 8ae8, 19e2, 0d96, 8931, ab63, 11dc, ijac201513105p4, 1832, 4383, 1a3e, 39f7, 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2af8, 9f7d, 663e, 418f, 2278, 5f58, 61af, caadria2017_070l22, 5c13, 8c53, af43, 5257, 78c1, 56d4, b1c8, 0e2a, eec4, 4815, ecaade2015_227l50, be25, 7820, ecaade2014_050b12, 66d2, acadia16_414a25, e671, 6162, a1d5, 671d, 8b94, 1173, 5392, ecaade2015_48e8, ecaade2014_052h13, 9269, ca46, 60ee, 2e4b, 638d, 98d1, e8aa, 9505, b31c, 22e3, 70ed, sigradi2014_085e8, 9298, acadia15_161l6, ijac201412207f5, acadia16_260j16, d682, 8fcd, b0d9, 0702, 1b1e, ascaad2016_003b2, 171d, 8bff, 1285, f689, 575e, bc9d, 5373, 69f6, 41f4, ecaade2014_029z7, e90b, 60f3, 91e9, b0b1, e2bc, acadia16_244k15, f623, ee6e, cd8a, 440e, c492, ecaade2016_190o50, 5df1, bbae, acadia16_280z17, daa7, af51, 2534, de6b, 91e7, 8883, 89ef, 88c1, 8fb1, 70a6, b0f8, sigradi2013_248d, 640b, 60f2, b2d6, d83b, caadria2017_175g43, 30c8, 97e7, 67bf, 9809, 6327, fc08, ffb1, 9436, 9f16, 718c, 8106, 6a8e, 370c, d4b0, sigradi2014_347k10, d7ad, a16b, sigradi2016_752nn, bea3, caadria2015_202w28, 0396, 41ee, 5b5a, cfc3, acadia16_98c7, 98e7, 30d9, 5c7c, acadia16_372n23, dda6, 4ca8, ecaade2016_222b58, 0251, 4860, 35dc, 21db, 884c, d9d8, ddcb, 6fee, 4286, 124c, 800f, f540, 702a, ijac201513303h11, 0d27, cc8b, 3ee2, c833, d1d5, b0ab, 9142, 0d45, 76b8, cafd, ecaade2016_225s60, 256e, 4b88, 9641, 5033, 8725, 3e88, 750f, 869f, f61a, 3309, 1051, ecaade2015_59p11, 2056, caadria2016_105e5, 03d9, caadria2017_016r6, ecaade2014_143p32, c88e, 514f, 0325, a021, 8384, c721, dd1f, e906, 07c0, a1ac, 893b, e7cf, 8d96, 5269, a9ab, sigradi2015_6.151e8, sigradi2014_074g6, 6106, 55a4, e514, 8d06, 2fde, d6a9, 5dd3, 8e2e, ba7f, ecaade2014_140v31, ecaade2015_86l17, 6046, dda4, ijac201412402i5, 1916, c4a1, ecaade2016_108t29, f926, 63c4, 02fd, 23f5, d29a, 8596, 736c, caadria2017_107p28, e303, bbe5, cdf4, ascaad2016_031o12, 4fdf, 2abb, caadria2017_189c45, ecaade2016_162p44, 8b07, caadria2017_134b36, f8d4, 783e, d6e6, d429, 8418, caadria2017_043g14, 84c6, a30f, ec08, 8161, 8f0d, 6011, 8cfb, 69c1, 1477, faa9, 70da, ed82, 98cb, cb3f, cf86, acadia16_174g12, 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30ff, 7958, acadia15_483l21, 27d7, 995d, 7d1c, befc, aa77, 9cdb, 9583, d0bb, 114a, a906, 9e1e, ecaade2015_144f31, b9ca, 7f38, 6fa4, acadia16_424g25, ijac201614103o3, 03f0, 1b7a, 21c2, 4f40, ecaade2014_084x19, acadia16_224c15, 1e0a, 8aab, ijac201412408r1, 68a3, 723e, 0912, 51db, 12e0, 098a, bd8f, 992e, afb5, ed6c, 9896, 76e3, ba8a, 9161, aa89, 355f, cd67, 4aae, ecaade2015_138p28, ecaade2014_153x36, 2ec0, 54e9, 7ee9, 02f8, 09e6, d1fc, 3636, ascaad2016_021e8, d47a, ecaade2015_53n8, ijac201513302m10, 2871, 2fc6, bf34, dcf9, 9cd5, f785, ec0c, 598b, 5fd6, bb0c, 617c, 7cd3, 94bb, 0422, ecaade2015_297u64, f5b0, acadia14projects_619v, 24e8, a569, 425e, fc77, 2ba3, 70db, 8839, sigradi2013_305g, bc41, f995, 130b, 0070, 1d78, f3dd, 09cd, 2503, 95c6, bbfb, 8dc0, 30b9, 853e, 2915, c45a, ecaade2015_265o58, 2c66, caadria2016_735p31, caadria2015_010z1, 5612, 7112, 4f68, d003, 181f, fc11, acadia14projects_531l, 03e6, 0b52, 2446, 705e, b196, 75a4, 6283, 1a78, 8e86, 4e36, 8ed2, a10b, a66c, 7149, 7c33, 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