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 caadria2017_033
authors Qu, Tengteng, Zang, Wei, Peng, Zhenwei, Liu, Jun, Li, Weiwei, Zhu, Yun, Zhang, Bin and Wang, Yongsheng
year 2017
title Construction Site Monitoring Using UAV Oblique Photogrammetry and BIM Technologies
source P. Janssen, P. Loh, A. Raonic, M. A. Schnabel (eds.), Protocols, Flows, and Glitches - Proceedings of the 22nd CAADRIA Conference, Xi'an Jiaotong-Liverpool University, Suzhou, China, 5-8 April 2017, pp. 655-662
summary Traditional construction site monitoring primarily relies on a human presence. Automated construction progress monitoring is expected to make this process much more efficient and precise. The planned state of construction (as-planned) must be validated by the actual state (as-built) during automated construction progress monitoring. This research uses an integrated application of high-resolution low-altitude UAV (Unmanned Aerial Vehicle) oblique photogrammetry and Building Information Modeling (BIM) technologies for construction site management. A case study was carried out for a renewable energy development program in the JiaDing District of Shanghai, China. A high-resolution 3D model of the construction site acquired by our multi-motor UAV provides data to illustrate the as-built state of the construction program. Comparison of the UAV-based 3D model (as-built) with the BIM-based 3D model (as-planned) for a specific chimney was used for dynamic construction site monitoring. Our results show 3D illustrations of construction progress. This research demonstrates that the BIM technology in conjunction with the use of UAV photogrammetry provides efficient and precise as-built data collection and illustration of construction progress.
keywords Oblique Photogrammetry; UAV; 3D modeling; BIM; construction site monitoring
series CAADRIA
email 1989tengteng@tongji.edu.cn
full text file.pdf (27,893,678 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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ecaade2015_287f63, f3d3, 6a0d, 5d43, 7b8f, 3f12, 8236, 974c, caadria2017_051f17, d0ea, 92e5, b252, 36d6, e344, 0893, ecaade2014_035c9, 373b, 6c8b, ef37, 8e72, 3ec0, 47a5, 4f60, e4a4, 2754, 17de, 1a42, 97f2, fd4d, 10d9, ecaade2016_151i41, 9314, 9ef8, ce26, 8b84, ecaade2015_301u65, 8784, 8d25, b576, 80c9, b865, b12d, acadia15_203j8, 8caf, acadia14projects_79ac, 6049, 03dc, aad1, b82c, ba4b, cf97, aaf6, 5eec, 5fec, 1d54, 8dbe, b680, 2d35, 6475, 1159, caadria2017_003r1, f8a5, caadria2017_054e18, ijac201614202z7, 6b9d, caadria2016_013k2, 785d, 392d, 4dd5, ascaad2014_037p2, 8782, ijac201412301l5, a79c, 2199, 6141, 314c, 6b33, 26d7, 4d7b, e31d, acadia15_203m8, 3bf2, 617b, sigradi2016_417ll, f4c8, d057, f2f3, 701f, 39af, caadria2017_009j4, 6857, 0f66, sigradi2014_289l4, 3123, 96bd, a2f8, cf85, 9637, 30d7, 8bc5, 9eba, b2f8, 3dcb, 53e5, 373d, ecaade2014_133n29, sigradi2014_132m1, ecaade2016_241c64, 7e85, 8745, 38e2, 8ee7, 867d, c4b4, 7fec, 320e, 56a4, 5cad, 5f0a, 715f, b137, c34c, a06e, acadia14_135t, 902d, acadia14_627f, b6f4, ed24, aeeb, fb4b, d38d, sigradi2015_8.186m13, 1db2, 2ace, 85ae, 1de7, cc72, e4a0, 3a63, ijac201412306c3, cbf6, b011, c6eb, ecaade2016_165y46, ecaade2013r_009i6, 4715, f66f, 6ecf, 7b4f, 906e, 4ef2, ccb2, 0652, 9435, 1575, da0b, db84, acadia14projects_671s, 2e0c, 843d, ecaade2016_021v5, cd55, ecaade2014_065d15, f0ea, 75c8, cd16, 0160, 8076, c38a, f869, acadia16_106n8, 7e8a, a254, 0001, 4152, acadia14_375e, a4e8, 289c, 74e6, 18c2, 954e, 883c, 846c, 2c89, edd2, 5e05, 53ff, acadia16_470c27, c969, b9ef, fb7a, e335, 857d, 833e, dd23, 57f6, 85d9, caadria2017_003z1, 2b9b, 068e, 1ba2, 27a9, 850d, 143f, e38d, acadia15_395x16, 92c1, ecaade2014_186n47, ecaade2016_241g64, acadia15_371g16, de82, 1667, f9ef, acadia14_81l, 4607, 0109, 3c61, e14e, acf7, 0e1b, 0fb7, 227f, 94b2, ijac201513105h4, 2da9, 4041, 3dcc, d5c6, 618a, 9587, 9479, 1ebc, 672c, f96a, caadria2017_056y18, 5863, 3018, 7076, 6dba, aada, aabf, d7ac, acadia16_244l15, c035, 0c77, 5514, b624, 62ea, 5c04, 37ec, 0c7b, 27c7, caadria2017_015o5, 2392, d0c9, 3c1c, 643e, 94e4, 365e, e730, 8dc2, 74ea, acadia14_531o, ecaade2014_186w46, ecaade2016_152o41, 2688, b417, acadia14_661o, 86e3, 3b7f, ecaade2015_158w33, 8daa, ddde, a3f0, 7bf3, d828, 3fb3, 6308, 19b5, 52f9, 5c32, ecaade2015_73a14, ecaade2016_ws-dleado68, caadria2015_126u20, ijac201614208i14, 83e0, a241, caadria2017_004j2, d98f, cb2b, ascaad2014_013y6, b86c, 0761, 06f4, d053, 2b36, 9232, 2433, ijac201412303u7, 502b, sigradi2015_12.215t27, d1b7, sigradi2016_448o, cffe, 6820, 4402, 3629, 9456, 1d08, sigradi2013_28o, 930e, a7cd, 78c3, a2e8, e00e, a100, e384, 70ad, 662d, ecaade2014_128r28, caadria2017_008c4, b1b3, ffc9, cde2, a6de, ecaade2014_225n58, 19dd, c1f6, 1a8c, e457, ecaade2015_229x51, b307, acadia14_317aa, c33c, 9eae, 5ab2, 5412, 1921, 5239, 747c, be84, 6836, 7dcf, 2894, c02b, ae8c, 62e1, d4e5, 4e0a, caadria2017_015d5, 22df, 11a7, ecaade2015_38s7, 9111, 735e, a273, bac2, 7ad1, e907, a91c, 3e3c, 57c0, c0bf, bc26, f1f4, 4586, 20e0, 77c3, 7d84, ecaade2016_025b7, ecaade2014_094k22, 6c95, eca9, 1efe, 9a91, caadria2016_363c16, f7e0, acadia14projects_111j, 9b50, e9d8, f6bd, 43b6, c733, sigradi2015_9.141a16, 2e32, b81c, b5e9, 3fa9, a7b1, 43e6, f769, 5ea8, eaee, d8c4, 37eb, 503c, sigradi2015_12.259d28, d7f2, c452, 29a6, 7037, ecaade2016_129g36, 6dd8, ecaade2016_104r28, 4381, d9c1, bbdb, 4269, 7d68, 98fe, sigradi2016_690g, 1dab, ecaade2016_119t32, 7781, 17b0, fd79, ascaad2016_039s15, cfb2, 977a, 8d73, 0084, sigradi2016_752ww, sigradi2014_137h2, 01a9, 5227, 0b3b, 2fa1, d9d7, eee1, 2cd0, a297, 7bdd, 15a2, e6d5, bdad, sigradi2014_151i3, 38d3, 1e9b, 158a, ecaade2015_53p9, 5b2b, 7787, 6b25, cd2e, 91c6, cf76, 0a4f, ecaade2015_293y63, fecb, 68ed, acaf, 888b, 05e1, 972e, caadria2015_156h24, 77c2, 2bb2, 81fc, 2a5c, ecaade2014_138v30, 46db, cf13, ecaade2014_024k7, 1e7e, 5866, 3a94, 99c7, 2e00, 86b6, f3fc, 9afa, ef64, 4126, 0501, ecaade2015_320s70, 7d74, ascaad2014_024b6, 6102, ijac201412302m7, 7fd0, acadia14_479d, 48ff, 7cfa, caadria2017_096w26, 9c70, a7f1, 4306, 08c4, 85ac, 8e86, 84a7, f544, ee2c, ecaade2016_222u57, 5a5f, c0b4, a192, bca3, 0235, caadria2016_477y19, de6b, 1ceb, e708, sigradi2015_11.71h24, 0f56, 1bc8, 8b06, c23b, 53c6, bf6e, 1815, 90af, 54c7, bd45, ijac201412205c4, sigradi2013_226v, ascaad2016_043g17, 8387, ecaade2016_126t34, a543, 7bc7, sigradi2016_385ss, 5c74, ijac201513104y3, ascaad2014_033x9, 2ac4, bed9, ijac201412203f2, ce5d, 66e9, 19a2, 96e3, 6e62, 9020, b862, 0dd6, 2d82, ijac201412301u6, 1be1, bd24, 0107, 9041, 8d75, cab9, e442, 25a3, 8a9c, 7542, a27a, 1139, caadria2017_074j23, c3f9, 924b, b290, ecaade2016_032u8, b367, acadia14projects_473al, 6e63, 2bf7, f976, bd8e, 8408, 0eef, caadria2015_210m32, c4e5, d766, d3ce, 6aed, f06d, cbfb, acd7, sigradi2015_10.378c23, 1ec2, acadia14projects_565k, caadria2016_713v30, 1f82, ecf8, fec7, 463e, d6cd, 45fb, acadia15_297e12, ecaade2015_268a59, ad26, 4da7, 7e7d, 7e59, bd38, e21b, fa8b, 3058, acadia16_372i23, db2a, 578a, sigradi2016_550m, fa4b, afc6, 6b1f, 3337, b8f4, 677e, 055f, 5de8, 424f, 8c5c, 3216, 742c, 9b69, 1180, ecaade2016_106l29, 3363, 22c4, ijac201412408o1, 4d43, 6980, b9c0, 6bfd, 434b, b5ad, 6eae, caadria2017_147x38, ijac201412201p1, caadria2016_301h13, ijac201412403b6, 7ab4, e389, f234, c22d, dc90, caadria2015_078r11, c4a6, 8e21, 8d76, acadia14projects_609ah, 662e, 3a6a, ecaade2014_052b13, sigradi2016_817s, 5b7f, 1e46, 7d41, 9fc1, 3b6d, ecaade2015_55r10, 7fc0, 53f5, 206c, 1f2c, 08fe, 5097, ae6b, fa59, ascaad2014_037i2, cea0, 1c62, ijac201614201u6, 129b, 1572, 86b4, e00d, ijac201614201s6, 514a, 8a11, ascaad2016_035v13, 0a16, 636d, c167, 28ad, 0005, acadia15_161f6, 9334, de62, 3fe2, b64d, sigradi2016_625uu, ecaade2013r_003b3, 80e3, 33dd, 9f3e, cfaa, 94f8, sigradi2016_560y, 4872, 005e, eef0, a636, e328, aeb3, caadria2015_181a27, b9e7, ecaade2013r_008i5, ascaad2016_038l14, 35ac, 7897, 932b, ecaade2014_089o21, b4c7, caadria2017_008z3, 45e9, da63, 302f, 884d, ascaad2014_017i1, d271, caadria2017_142e37, b512, 99e3, 9057, ijac201513105m4, ecaade2014_198z51, c020, ijac201513102k2, 5c0c, c3a3, 2ef2, d7b8, sigradi2016_369b, caadria2015_213n32, 83f3, ca80, 5929, 6114, ecaade2016_072i20, fd1c, 5d0f, db20, bf5a, 0dae, ascaad2016_003e2, d0d2, 56d9, 785e, caadria2015_130e22, c57f, sigradi2014_345y8, 1364, 4e07, eb2d, 1b82, 8260, c62a, 3d0d, 3500, e8dd, 8d9d, f7e6, f04e, 268d, a721, 89a8, fac9, 8896, sigradi2016_360x, 478b, ijac201614303z2, be13, 8562, cfbf, ascaad2016_023x9, acadia14_101ao, 6a1f, d315, 0d8e, 3ae4, eb05, eaad, acadia14projects_247n, 43c6, b9d8, 83e8, 59a0, 6b00, caadria2015_049h6, 7621, ecaade2014_163i40, a14e, c875, acadia15_263f11, sigradi2016_534tt, f692, 0d82, 0458, 9333, 63c7, d1dd, b0aa, dddd, aa15, 3b18, f078, caadria2017_145j38, 55d0, 4911, ecaade2014_163e40, 54b8, d5a4, b83c, 1112, 5b55, 3ab1, ca74, d680, 1e7d, 7704, 3b5c, 0c49, 4fd2, 41ed, caadria2015_111f17, 9ae9, 2d73, 4a7d, 3266, 2bd1, 8c83, 8fea, c413, ece6, ec88, a1e1, f547, ijac201513203i7, aee2, a202, ecaade2016_162e44, 17aa, ecaade2014_206p53, 7b6e, d26c, ed62, 51dc, d190, f0f9, ecaade2016_197w51, e0ed, 544c, eff4, 62bc, 9520, 0f57, d8ec, ecaade2014_225k58, 1786, a8e8, 80d3, 5532, bb50, 25cc, aadf, 388f, 8642, 8fda, ace5, 1fa2, b6da, 7864, d6d0, ddab, 4343, ijac201614201w6, 2461, 6b35, 1e13, ac5e, 665d, cf33, 823e, 81e5, 6fb2, fb52, acadia16_280r17, ad6e, ijac201614305k3, 042e, f8a9, 72f9, 225e, e0a5, f06c, c03a, eea5, f231, 74f4, 6b62, d9a1, edb4, caadria2017_003w1, d55f, c6cb, 453c, 0077, 2f3f, 8640, 0909, sigradi2013_160h, 7100, eb90, 11a4, 33ab, bf40, 8461, caadria2015_023c4, acadia16_88h6, 9126, 7199, 03b6, 521f, caadria2017_190o45, ac3b, 12b7, 0f26, 19d4, 4ce9, c1a8, 57d6, 2736, b8eb, edfa, 00fe, 1022, caadria2015_124g20, f534, 368d, 1ecc, e43f, 08ab, d9af, bf69, 411c, ebb1, 66d8, 1ea2, 1087, b3eb, sigradi2016_654tt, c705, 8fe5, sigradi2015_10.378d23, 5139, sigradi2013_138m, bf14, ecaade2014_038a10, 652f, 10f1, 0cf8, 1fc8, 1179, caadria2015_004n1, e120, ascaad2014_007x3, 90ee, 54e8, 75f1, caadria2016_487n20, cbd1, 0028, 02cc, 12bc, 03ba, c9f0, ecaade2016_224f60, a20e, caadria2017_005e3, 45d1, e0ad, 77ec, 5b4e, 272c, 140a, ad4a, a313, ebc5, 7ba8, ecaade2014_145e33, 1bc9, eaa8, 1169, 15d4, 7a91, ascaad2016_044s17, 7a5e, 8f4f, a340, 6cd1, 74ed, 0839, 8c4b, e011, 191d, b860, acadia15_451l19, 9b76, 9f47, 9034, ecaade2014_195i50, sigradi2016_595dd, 5ebf, 2cfd, b828, 86db, 61a8, dbbb, 4122, dabf, 7ab9, e69c, 2bdb, fa4d, ecaade2015_138o28, 8651, eae0, c6a0, 03b3, sigradi2014_347s10, 0adb, 807b, 196d, f44b, caadria2015_073o10, 0471, 8c0e, be82, d74d, 1284, ac61, d9c2, 4545, 3985, sigradi2016_752ss, d557, aef4, e3bd, a8fe, caadria2017_125x33, 665e, 1e21, 574c, 0c3a, 06c9, 3b93, e21d, 8b57, c227, acadia14projects_247h, 3264, c5b9, 6e55, 169d, 83e3, dd38, bc33, 1cf2, 477d, 1ea9, ecaade2016_105c29, 68e9, 8376, ecaade2014_123e28, 4362, 0804, cdef, 9e6b, c7e4, 028f, 061b, 433f, d3ab, fb8a, 0e12, 8000, 6549, ecaade2016_095j26, c9ba, c827, 4909, 8933, acadia16_106b8, sigradi2013_327, ecaade2016_102x27, 7f9e, ee44, 72ab, 25c8, 1927, 4d6c, 4fb8, e0ff, 6c9c, c815, 7174, sigradi2016_590l, ecaade2013r_008r5, sigradi2014_132r1, 3f69, caadria2017_017i7, febb, 8ddf, caadria2016_477b20, ecaade2014_192z48, ed7d, 2442, 10a1, 7817, 9305, ab8d, 8185, e685, 6798, fd86, e2a9, ecaade2016_102z27, e74a, acadia14projects_23af, sigradi2013_326k, 0285, ecaade2013r_002f2, cedd, acadia14_427an, 7490, 69af, b324, 3c5c, 0f74, a777, sigradi2015_12.19w26, 2a48, 13b8, 67a5, c897, d10b, ebab, ef76, 8a02, d820, 2aa9, acadia14projects_565v, ba84, 0535, b4c4, 6e51, 57fa, 467c, 79ce, 89e5, 31f2, e1db, bf5c, bff0, 904f, 5d7e, 10ed, 3457, fd0f, da84, 0242, 593c, 604c, 80f5, acadia15_57e2, 1b98, 2a37, 5d46, c6dd, 3248, eec0, 17b7, sigradi2016_360bb, 8e62, caadria2017_142v36, 64f9, 75c0, ijac201614307v4, acadia14_91t, 8bea, 458e, 0a3a, aa0b, 456e, 152d, 0b08, f76b, ecaade2016_228k61, acadia15_343g15, sigradi2016_360u, 1fb8, 3d52, f11d, f0e0, d8b5, 4285, df4a, 5dfd, 3485, cbc5, 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sigradi2013_41f, 6fc5, 906d, ee67, sigradi2015_12.259x27, 6b8e, ascaad2016_013y5, 5720, e78e, 5356, 3efd, 4ca3, acadia15_357t15, ijac201614307h4, d955, ecaade2016_062i15, 214a, ecaade2016_119u32, b6c4, fe1d, 60f5, 7266, a401, 50fe, 86b9, 8eea, 2b13, 68b3, 0773, 84be, b378, fc43, 999b, acadia16_318g19, acadia14projects_473as, efd7, 42c2, 0766, b212, 2f11, f059, ad0b, sigradi2016_710ii, 1401, 6d3d, ijac201412205h4, 449b, f5c4, 171c, ascaad2014_017m9, 09e3, sigradi2016_446f, 965e, ecaade2014_176c44, 3e8f, 49a2, c495, e0ba, 916c, 99e7, 8bb1, ijac201412301a6, 9b6f, fa0d, df75, 3cf9, e797, 0660, fc56, aaca, 4ebf, 8710, aa32, ed53, 3dbd, ea1f, 75bf, 626d, 74e9, ecaade2016_018d5, 19ea, 47e8, da1b, c3c0, ecaade2016_bkot65, 38f3, 0ca4, 1f85, beca, ecaade2015_297u64, 776e, beee, ecaade2016_058z14, e74f, 27ae, 7b68, e02d, f8bc, 2a95, 85e0, caadria2017_017n7, b620, b6b4, 896c, c05e, 3c65, 8f04, 6ffc, 1e02, 18a6, 3f91, 35de, d854, 2a90, ecaade2015_304g67, sigradi2014_289j4, 429b, 2cd7, 0c12, b80f, 1ed9, 92d6, ecaade2016_013j3, 7908, dc65, sigradi2015_8.186u12, 77c5, ed93, acadia16_478v27, c2d0, db15, be33, f039, 8734, 1dff, 9f03, b42e, 2fe4, acadia16_154f11, e3a1, 8f88, 1677, caadria2017_074o23, abd5, ecaade2013r_009u5, cfbd, 1640, 0574, acadia14projects_619am, ab5a, e14c, b598, acadia14projects_153ar, f341, e635, 1da2, acadia16_116y8, caadria2015_150b24, 5415, a3ea, ecaade2015_11a1, fb03, 13cd, 94a5, 66c7, 289a, a8d9, 007d, e628, d506, 5138, caadria2017_058g20, acadia14_63ae, ea70, cae9, ijac201412301m5, abaf, 9340, 25d7, ecaade2014_175u43, sigradi2016_367xx, ea6b, caadria2017_124d33, ae9e, 0119, ecaade2016_073i21, 3f4f, ijac201614201a6, d971, 45c4, 2138, sigradi2015_3.221z4, 054b, ecaade2015_333a72, 93d3, 4608, 74b9, 15a4, aa42, 3041, fe48, 843f, 3877, cdce, 23c8, a0e6, 3dc0, ecaade2015_318p69, ijac201412404b8, ecaade2014_195s50, acadia16_432p25, 0d49, sigradi2015_10.267o20, 46fd, sigradi2016_484ww, 8b47, acadia16_72w4, 7d1c, 326d, c59f, a98b, 19c7, e376, ecaade2015_33m6, 4c6b, caadria2016_497y20, 2e7c, 011c, f682, 937e, 0aac, sigradi2014_169o4, cd19, 7d70, 28c1, 3af5, afa5, b9b2, 0e52, sigradi2016_635j, ee77, 86e1, 48bc, 8c99, e88e, 8ade, 6a70, 2797, 3180, 3c6e, 5a43, e16d, f438, ecaade2014_072w17, sigradi2014_213s7, 2ecc, caadria2017_142m37, 83ba, caadria2017_118l31, b2c5, 6fb4, dcc7, ijac201412204o3, 5c27, a70a, 8b16, a25c, 8ddc, cea4, f987, sigradi2016_773v, e441, c4c7, 7119, caadria2015_119d19, ca8b, ae89, 0568, cfcd, e970, ijac201614208m13, 95e3, 5afd, bb78, aaa7, 7dee, d6de, ecaade2015_248v56, aba2, f120, d935, 21d0, acadia16_140w9, f34a, 3c56, b251, 748f, 95d4, 0214, ce01, e5b9, 2eb7, 8f98, acadia14_627c, 1678, 0478, 58a7, 3a57, acadia16_98p7, ad2d, ae6a, 167a, d144, ecaade2016_047i13, 9d2d, cfa7, a1aa, 562b, 469d, 3abe, ecaade2015_129r25, e2ed, 0fcb, fdfa, f799, 8657, c04d, ecaade2016_185f50, 8fff, 450b, 5d04, 62fa, 0e73, 3479, fea1, 8a86, 1dbc, c636, 8d8b, 5c7f, 8b5e, a1b4, 29d9, 975b, fe0d, 66f8, 927e, c14d, 87c1, 2710, 3d8a, 12ed, acadia14_327d, 3a5a, 1165, sigradi2015_sp_10.16g31, acadia14_43ad, 33c0, db3a, acadia16_106l8, c3a4, f297, 3d38, ecaade2014_184l46, 4e8b, 3532, d036, b6d3, bcfd, sigradi2015_2.162s1, 28d2, c00f, 6d2b, 1b52, f3a8, d028, fb60, 61f0, c280, 9845, ijac201412203c2, 2ac7, acadia14_539g, 9e49, 8590, 615a, 7b14, dc1b, 3db2, acadia15_333a14, ca7d, c1ec, 1171, 72ec, 490e, bacd, 6a4a, ecaade2015_207s46, 1109, 5522, d196, 87a5, 37a3, ijac201614104j4, 0fa9, c4c6, 219e, 8cec, 8045, 20e8, acadia16_72c5, 57a1, b157, 3e53, ecaade2016_223r58, ecaade2015_193z39, ac41, 5fdf, ed1e, 8a7b, e0bb, 52e0, fb20, d6f4, ea5d, f7dd, 1189, sigradi2015_6.387o9, 566b, 0f4f, 35e2, 4e91, d4de, cc79, acadia15_343r14, 8426, 182e, e1b1, 0d19, fae8, ecaade2014_018y4, ecaade2015_116j23, 30ca, ijac201513103z2, 8ef5, 4d8a, 64fa, 1a0e, b994, 47c5, acadia14_619av, d268, 94ab, 9161, 05d1, f3d6, b144, 0f44, be28, acadia14projects_479r, ecaade2016_126p34, 63d7, 35b3, sigradi2016_400m, acadia16_280t17, d689, 7c17, 3797, c1e2, ecaade2016_048s13, ecaade2014_175s43, e47c, ca36, e0cc, 90e0, 9633, 4a4a, 4ee0, 93a4, 6449, 81e2, 6cfe, ea6a, ecaade2015_180v38, 0f90, 7c4a, caadria2016_467r19, b36e, ee5b, dbcf, acadia14projects_357ar, 8135, 8da2, c159, 786e, 8ef1, 63ab, ijac201513102m2, f4d9, 0d01, eb16, 21f9, 5154, 4f70, 9703, sigradi2016_426a, 9269, 8fec, 8170, 47b0, a7ff, fd87, 2d93, f858, 0f13, 477e, acadia15_81y2, c026, 093e, 585c, f0a3, 8114, 0485, add0, 51a1, ecaade2015_205d45, 2bf2, sigradi2014_330s7, 9e94, ecaade2014_149f34, 9d14, 692d, 6bfa, a491, 0f69, 85de, 108c, 99da, 3074, bfcb, 204a, sigradi2016_467t, 7495, 4d01, ascaad2016_042v16, ecaade2016_198i52, 858f, be0d, a854, d160, 39de, 8a28, sigradi2015_8.328k15, ecaade2014_225m58, 6f26, 7d81, 15c0, 3fc8, 77bd, 0b4d, 416e, acadia14_539b, c02a, 6108, 182c, 9e90, caadria2017_096d27, ascaad2014_010r5, d177, a2ee, 1219, a4ab, e254, b1dc, b268, ascaad2016_042c17, ascaad2014_030y8, c790, ecaade2015_11i1, 76ed, 30cc, 7ea3, 7a3b, db11, 3d02, 00a0, acadia14projects_347al, 8feb, 9b59, acadia14_23u, ascaad2016_054o21, ecaade2016_193m51, be6d, bc50, 5bb8, 708b, 91f4, 32a6, a717, 49a5, 9bb3, 4bee, 1de1, ecaade2015_227x49, 16c8, 74a7, acadia14_33ao, sigradi2014_289k4, 951e, d555, 2906, 4a66, caadria2016_291e13, 6293, 3ae0, 4986, de5c, 2692, 0406, 0194, 7227, dc83, a794, 21ff, f13d, 5a3e, fcc6, c2a7, cca9, bd4d, 8e90, 6b37, 479f, 5eb9, acadia14projects_145ai, acadia14_389c, sigradi2013_401i, 61e2, bd48, b365, 6dcf, 0d28, af7a, ecaade2014_173h43, c3de, ba94, 7b80, 4c37, 1ab5, 49e3, 1ba1, acadia15_137e5, 2497, 979a, 420f, 115d, d66f, 62a6, acadia15_251g10, sigradi2015_8.264r14, 701e, e5ef, 244d, df64, 7e5d, 4f74, acb7, 0b10, d1a6, 3b16, 1958, 3b6c, 94e5, 6186, dfc2, 429e, 9da3, 231f, c41d, 6d1e, 34ff, 041f, 4844, bcb0, c3b4, 4f6b, 25f2, f883, 8a83, b369, 7a71, caadria2017_021d8, 891e, f281, ecaade2015_87a18, ecaade2014_220g56, 59bc, sigradi2015_sp_8.6e30, ascaad2014_003v1, fd0b, cc7d, ecaade2014_018a5, b159, 87ff, ecaade2014_153d37, acadia15_469e20, 1aa2, cf53, caadria2017_027v9, 4d9b, c2ee, bce3, acadia14projects_565aj, 423b, cb21, sigradi2015_10.309m22, 0ed9, e3d1, acadia14projects_91u, 6a08, acadia14_43al, eb43, sigradi2015_11.136o24, 3462, 8497, c27d, 7a1a, 0391, c723, e444, c2dc, 2a5a, acadia16_298i18, acea, 90bb, 6ad1, caadria2017_122s31, 3adf, 33d5, 2f51, 3870, b637, 9e56, ijac201513302l10, b42d, 71c6, 9aa1, d2bc, f9c1, eb58, sigradi2014_144z2, 21cc, d252, 6e79, 9d6b, 773b, ce83, 2cc1, 4b5f, e1b9, acadia14projects_473at, bd7d, 46f1, 97ba, 79b9, b4d1, 26a1, 0ac7, ecaade2016_136l38, sigradi2015_11.222p26, 5636, caadria2015_190i28, 9155, 887a, a00d, 9052, fea9, acadia14projects_189at, 308d, 9298, 56c8, 7edf, 03d6, 024c, cd15, d583, ecaade2015_83r16, 4d06, caadria2017_105l28, ijac201412301e6, 3011, bb37, c49a, 7b2a, b241, 8e6d, fe66, 1973, ffa9, 8b19, 24a0, 1e86, 9fea, dd4f, c290, 716c, d3a4, 263e, 82ad, caadria2015_087i14, 8f0f, cb60, 8082, 26ac, 7d4a, c4bc, c690, 76bd, edc8, 2e02, 4051, c5c2, 3a28, 2cac, 3551, b9c5, ecaade2014_121s27, 5f10, acadia14_339ar, 4fea, cec4, cc48, 2f9b, 7be1, c788, 5d95, ed25, 20a5, 9bde, 96dc, ecaade2016_046o12, 8f3e, 8f15, d7bf, 56ed, a022, 47f0, 85bd, 6ef2, 8721, fb36, a546, ecaade2015_92r18, 64a9, 8fe9, a34c, f011, 625f, 3d1a, caadria2015_208u30, ascaad2014_029l8, 965d, c19e, ecaade2016_158l43, f71c, bbee, ecaade2016_241f64, d385, f51d, 76fa, 3228, 36d8, b428, 8b5b, 989c, caadria2016_735z31, da89, acadia14_317w, f706, 4525, 868c, a128, b109, fa74, 2988, 033b, 38c0, bad6, 010e, 682e, d6c9, 760a, a315, 0695, 661d, 2535, be4a, b1b8, 2a8b, 0d07, d8ae, 919a, a443, 8e55, dc7e, caadria2015_004r1, b63f, 16d2, 2d95, 475d, 277e, ddc0, 63eb, 074e, c782, fb54, cb70, caadria2017_027m9, caadria2016_115l5, 2bc7, 07d3, 9fa2, acadia15_451k19, f009, 89ac, 1514, acadia15_483a22, d96c, 6ab2, 5281, cfa4, ecaade2014_168z41, ace7, ccbc, bcc3, 8646, 02b2, ijac201614103r3, 74db, acadia14projects_33ai, ecaade2014_194b50, sigradi2014_293z4, 5d23, ecaade2015_139a30, 8a41, 17ec, sigradi2014_232n8, acadia14projects_63aa, 84df, b174, dd10, c10f, ijac201513102h2, a386, ecaade2014_202p52, sigradi2016_625kk, 89c6, d26b, 4b84, 8011, 6e27, 9003, f202, e299, b305, 0d13, ecaade2014_192g49, 44f1, 6468, 76c8, 9e65, 033d, 3c99, 2009, sigradi2013_401e, f33d, 62f7, 2615, caadria2016_829h35, 08a9, 5eee, 946e, 8338, 04fb, d8a4, caadria2016_219k10, edac, b9ab, caadria2017_016c7, a8d6, ijac201614302b2, 2398, 7641, a425, c832, 0118, b60d, ecaade2015_129k25, acadia14projects_435am, acadia15_343o14, 4ce1, f0ad, b8a6, 3106, ed43, 6198, e7c6, 36e3, 86c8, ecaade2016_230j62, ecaade2014_206u53, 7112, 2c68, 3c33, 1315, eaf0, db73, 0c29, 15a9, 4b63, 61fc, a5f2, acadia14projects_479av, 472a, 0e15, f138, edd5, 04b1, bef9, 9625, 623b, 5b1c, c5ed, ascaad2014_005o3, a3e0, 3ab3, acadia16_440i26, sigradi2015_8.189v13, acadia14_101aj, acadia14projects_33af, sigradi2015_sp_8.78j30, 6640, 384c, acadia15_223l9, b096, 5626, 7a51, 05a6, sigradi2015_1.320g1, f85c, sigradi2015_2.213u1, acadia14_627al, b99c, a68a, 0ca8, ecaade2015_329j71, 30e1, 44c6, 6f5e, caadria2015_130g22, c7ad, fbd5, ecaade2015_180r38, d4f9, 306a, c5a6, d6b9, d50a, 565b, a6b1, 5b99, acadia14projects_445aj, 79c9, 0143, de99, ecaade2016_154v42, 1854, 1e72, 4bdb, 261d, b2ec, 4e0b, ba44, 96ad, 036e, cb5f, 4659, bda7, 6238, 0f4c, 79ac, ecaade2015_237f54, 8163, 2064, e292, bb3e, ff3a, ijac201513105b5, acadia14_463aw, babd, b779, ijac201614105v5, 2b67, b914, 08eb, 7c3a, sigradi2015_8.239x13, 8fb9, d89d, acadia15_343i14, c77f, sigradi2013_194o, db53, 78d4, 9007, f7ec, sigradi2016_448t, bf95, caadria2015_218o33, ec53, fcb4, ijac201614201h7, fac2, eb2c, 05dc, 260b, cb01, 71e3, 4dd2, bcb9, c939, acadia14_63ad, sigradi2016_741jj, bc77, 95b3, acadia14_365al, sigradi2015_9.152w16, 457c, 2a46, 3d9c, caadria2017_040n12, 2305, 2008, 76fd, 2196, ebdb, 9bfc, 1824, 05e3, ecaade2016_215x54, 33e5, 7463, 56f9, 334f, 562d, 7205, 6935, 7d4c, bb97, sigradi2013_387e, 3fd8, ijac201614205g10, a7b2, 8597, sigradi2015_11.222s26, 8bdf, bd9f, 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df0d, bb28, 74a2, 6069, caadria2016_871n37, ecaade2015_59h11, ecaade2015_269m59, fa7c, 2f10, daa1, b0ea, 6237, ecaade2016_067h17, 072e, ecaade2015_336d73, 2f17, 467a, bd8c, 09a2, 6b5d, acadia16_308f19, 4cb7, f941, 4e19, ecaade2014_138m30, c2fa, 6d60, 7d09, 6731, 0814, 2443, ecaade2016_126s34, 44a0, 63a9, dc66, caadria2015_064o7, sigradi2015_10.378w22, ecaade2016_167r47, ecaade2016_016k4, ab69, ecaade2015_202g44, ascaad2016_035x13, caadria2016_683e29, ecaade2016_021c6, 2667, c33e, f8b6, ijac201614202j8, 807d, 0e49, 8fa9, 7b57, ce88, 6027, 4c04, sigradi2014_176e5, acadia14_699i, caadria2017_055n18, ijac201614206d11, 5e0a, bcf4, e30c, 146a, 85ca, e97b, 7f50, 27e2, 43f8, bf1d, 2e21, 3390, sigradi2015_10.309n22, b74d, 2dac, 7b36, 8c16, caadria2015_043g5, 08d3, acadia14_317x, 6c18, caa1, e0fa, cfef, 1f5c, f4de, 8309, caadria2016_611t25, a748, bd6c, sigradi2016_752yy, 24b1, 75a4, 4df7, f4fa, 18e5, 2898, 0c61, 7e3c, fb49, d22d, 5e1e, f4f0, 3eb2, 202b, 678f, 52ed, 487c, 81e9, acadia16_460a27, 797c, adef, b273, 514f, ecaade2014_168a42, 4263, 9db5, 8a8e, 32c7, 48b1, eb39, 98ee, 1895, cb30, 9cfe, d5dd, d235, 4b0c, b7d6, ecaade2016_144k40, 6824, 6d13, 61b4, 9da1, ijac201412404r7, 9c2e, abb8, d648, 240d, acadia16_372o23, ef75, 223a, c366, 674e, c7ea, 14ad, dac2, 5d47, ijac201412405c9, 1b6b, ecaade2016_162y44, f5ee, 6e19, 651b, b4cf, ecaade2015_317z68, 65cf, caadria2017_004s2, 81ec, c64b, 6bce, 7e2b, b8b5, 21b8, ef19, 17a6, sigradi2016_375j, 99a3, 34aa, 8421, sigradi2013_74f, caadria2016_477u19, 2929, 887e, fb9b, e759, 03f3, 38ff, 9a54, 3e95, 2b3a, b231, 13d6, 79d7, 75bb, ascaad2014_013w6, caadria2016_787j33, 283e, f1ca, ecaade2016_163d46, ecaade2014_173a43, c601, 37d3, aec4, 52b8, 874f, ecaade2016_120c33, 80cb, 061e, d77a, 899e, 2cd9, ecaade2016_007k2, 8297, 205b, 9612, 95ea, 9674, acadia14projects_655ah, ascaad2016_037f14, ecaade2016_075f22, 0b2a, e874, acadia14projects_719c, 3e58, f275, 3de1, b956, 5921, 2485, 3c22, ffce, cec2, 6fff, acadia14projects_153av, c4a3, 9cf5, 7989, ascaad2016_045h18, 33a2, sigradi2015_10.309z21, 3933, sigradi2016_766l, ffc4, acadia14projects_199af, 8c63, 7d8b, 2536, d4f8, 6457, 20d1, caadria2016_539f23, 7636, f551, ecaade2016_023l6, ecaade2014_078s18, 633b, a085, eeec, de2d, c63b, 7399, 6b6d, ecaade2016_094n25, 251c, 03dd, ca71, cb40, b12f, fde9, 9401, acadia14_435ap, ecaade2015_138j28, 1bee, 6d12, 5f0c, 8cbf, 982a, aca6, 60c2, 0926, f2de, 84ac, e224, a925, ba07, 08a3, a364, 0cbd, ecaade2014_214p54, e94a, 8e30, 16f1, 52af, cd0b, de28, 7fa5, de06, 7abc, ecaade2016_065a16, caadria2017_118v30, 1c99, 2923, ijac201412403e7, 0123, 0227, 4021, caadria2015_054l6, ecaade2014_240d62, sigradi2015_sp_8.284m30, 877d, 0bbf, 6d02, sigradi2016_695r, d842, a24d, ecaade2015_217l48, 1033, d23f, 9c10, 3cd6, acadia16_280j17, 1049, caadria2016_829c35, 0849, b4a9, 0500, f62d, ecaade2015_285l62, 2770, 2718, f13b, ecaade2015_325w70, 9737, 3e55, ecce, acadia14projects_719k, 807f, 150c, 9dd5, 0ee2, acadia16_280n17, e69a, 4bbe, f4f3, sigradi2016_400l, 618b, e7d6, 12bd, caadria2016_673x28, 1b67, ascaad2016_039n15, 3f03, 67e9, efe3, 2875, 2cf2, 9339, 5286, 8ad4, 192a, 326b, 4e3b, ecaade2016_126o34, 025b, a533, e8f1, ijac201513303e11, 5d90, 11a9, 257f, b1a4, 79d3, 412a, 5ca5, b1fa, 3233, be1a, 1b72, acadia15_357p15, 68e0, b957, 69b8, 1e64, 30b8, 0b18, cff5, c438, f267, 51f9, bf58, ecaade2014_104v23, 4845, 2083, 3c53, b27c, 791e, 6a87, caadria2016_105d5, 7f95, 526a, e3dd, e51e, b054, 538f, cf08, e05d, f55a, 82bf, bca9, f7ff, e3c0, 1a41, 43df, ecf9, 7c79, 74da, acadia16_308e19, 683a, ad66, 876e, 0a07, d3f0, d438, ca6f, 815d, sigradi2015_8.264p14, 31f5, 672e, 925f, acadia16_470j27, 1343, 967a, acadia14_479m, f8be, ijac201412301r5, b6aa, 7380, 7fe9, 69db, eb96, ecaade2015_304d67, 8ded, dd8f, 4311, 13fe, 745f, ab87, sigradi2016_479dd, 7115, a719, 00b7, sigradi2013_261, 851d, ea93, caadria2016_187a9, ce89, bf33, 83b1, c628, 0507, 25ae, 580c, c132, 1a08, sigradi2013_64, 17a5, da22, 3f96, d121, 89ce, 6728, 8708, 932a, ecaade2016_223s58, b818, 8270, ascaad2014_001g1, 2f6a, 938e, 1ce9, 6f41, a0d2, ecaade2015_122n24, 34a3, db94, 6afb, c15d, caadria2016_321i14, 974f, 292d, 27dc, 8aac, ad5a, 91f3, 4147, 9800, 542d, f1ab, caadria2015_109w16, a8de, 3658, 3c13, 08a2, b194, 632e, f609, 3ea5, acadia14_399an, 9c17, d7ec, 898e, 39f5, 6531, 5192, d0a4, 9898, b642, caadria2017_051n17, 1a1e, 7480, e063, ed49, 08ef, ecaade2016_225y60, 19dc, 66e2, c127, 9831, ecaade2014_186l47, 8612, d2dc, 9861, 8a71, 99eb, b447, ecaade2016_055h14, 0180, 4f9e, 1aa3, 7961, af00, a621, 5ca8, fe69, ascaad2014_029t8, 3952, ecb2, 5fb9, ecaade2014_088b21, f60f, d652, sigradi2015_10.381h23, aa81, e62c, 9f12, 4bef, ec07, cf6d, ecaade2015_256b58, 38fa, 22c5, b250, 56c2, sigradi2013_194n, fa2b, acadia14_389aw, 374f, e7a1, 92be, 6c1e, c177, 1d0e, b88d, 41a8, f4a9, 1e6e, 6563, b5b3, ijac201513205a8, 0ddc, sigradi2015_8.239d14, ecaade2016_230y61, 7282, ecaade2014_140d32, 30f0, sigradi2013_343h, 0217, d2ae, 0da2, caadria2016_013v1, 8e15, c1c0, ecaade2016_071a19, 4a1a, ce8a, ba63, e5f5, f6ba, sigradi2014_063x5, caadria2016_177e8, 2e1b, e20d, 2e58, a9e9, acadia14_101z, 27d7, a02b, 55e1, e4d1, 09e4, cd66, 2ed4, ascaad2016_044z17, 9b04, caadria2017_070l22, 57a6, acadia14projects_247o, ecaade2014_201b52, f4f6, fd3e, d16b, b765, 5905, 039d, abbe, 17d3, ascaad2016_008b4, ecaade2016_065g16, 2feb, 5b8e, 57a8, 8787, 5ee8, 1aaa, b68a, sigradi2015_6.42y7, a33f, 5,9999999999999999e+83, 5bb6, ecaade2014_020n5, 7cda, b6b2, 8650, ecaade2015_113p21, 5819, 2869, 84a5, 36aa, 8ae9, 82bd, 1d49, 3bc7, 6b18, 5bd2, e504, 8bd7, 1ad7, acadia16_344b21, 300b, 8d44, acadia14projects_189ax, d085, c258, 1287, sigradi2015_3.190o3, d5de, sigradi2016_507uu, e167, 38bb, 544e, ecaade2014_224o57, 48a7, ddd4, df85, ab6a, e2c5, f164, eee8, ecaade2014_149o34, cb04, 1d4e, acadia14_135s, 3dae, 2ab0, 5804, 1319, ijac201412404z7, 0b75, 929b, e234, 42ff, acadia16_206j13, 458c, 0ae5, 4dba, 2b5e, f136, eb7a, 2f94, ecaade2015_143p30, 16b2, baf8, 938c, 0e0a, 7ff2, 0784, 1a2d, d54a, 3aa7, acadia14projects_317u, 5a42, acadia16_280v17, 90e2, 024f, d85d, 3fe5, caadria2017_051l16, 2e0d, 44f2, f2ff, 9436, 9979, 4f96, sigradi2016_490q, f729, 1d99, fd89, sigradi2016_408cc, 7fcd, ecaade2014_052y12, 0636, acadia14projects_463z, 4644, f0c3, 919c, 56eb, 5c88, c541, 57ed, 00d1, 0e40, c09c, 92c2, d089, d320, ef80, 6c10, ijac201614308h5, 9371, 0b2f, ce41, 890d, 739b, c9bb, e265, 8d66, fa9b, 169a, 25dd, 01d1, ac76, sigradi2016_614t, sigradi2016_654xx, acadia14projects_549r, 388a, 6524, 6d8e, 9d19, ascaad2014_019l2, ecaade2016_190o50, 33cc, 9ec6, 839e, caadria2017_035x11, 0608, 9d4f, 6c84, 364a, 28b6, 51b4, 1bde, ijac201412306b3, e717, 1dfd, ab22, 57cc, ecaade2015_233a53, ecaade2016_042d11, 0691, b802, 437c, ff71, 25b4, 793d, acadia14projects_347au, 61ac, acadia14projects_539b, 956c, sigradi2013_359j, 823c, effc, a1c3, a0da, 256a, cf49, ca23, 895d, ecaade2016_171f49, 77d4, ascaad2016_021f8, dc31, 8965, 4a77, 4169, 795e, 4bc8, e410, 6137, sigradi2013_414t, 3c00, 21d8, 938a, 8631, d4f6, acadia14_719i, da07, a582, 89b6, 53ea, af95, 43ca, 51b9, 2831, acadia16_308y18, b9ca, 0141, c273, 62cd, caadria2016_167o7, sigradi2013_183d, 8ad8, 4824, acadia14_463u, f443, a742, e28a, 248c, 8f6b, b390, sigradi2013_330d, ascaad2016_020z7, 8fd9, a831, ecaade2015_73i14, bf4d, f9e5, caadria2015_142j23, aaba, 2db2, ecaade2015_143g30, 183d, 76eb, cd0c, 3c4a, sigradi2013_184z, sigradi2016_732f, acadia14_357at, 5f62, ac50, sigradi2013_342v, ijac201614207p12, ef6d, 564d, 396b, 12df, eda8, 0117, 1742, sigradi2014_132p1, 4006, 8139, 4233, 76b5, 6eb9, sigradi2016_400k, ecaade2016_151n41, 8c81, b40b, sigradi2016_431r, a489, sigradi2016_655e, 20d0, cda1, f03a, ecaade2015_205y44, ac24, 13bc, ecaade2016_067l16, 93ec, 1c58, d64a, a72e, acadia16_78z5, f542, c2a0, ec2c, acadia16_12v1, e095, 4fec, 9943, d7a3, 680a, 6098, b8ae, ijac201513101e1, e899, 8d71, 02a3, 1a66, 2a94, bc4d, 1d52, 4c62, 475b, 8d7d, 2ea7, 65d2, 1664, 78db, efaf, b3bf, 2087, be0f, ea9e, caadria2017_163h41, caadria2017_069e22, ae1c, sigradi2016_431u, caadria2016_819t34, 72e5, acadia14projects_117d, 1026, f536, 5849, 07b0, 94d1, caadria2016_755p32, 011a, 49be, f292, 98d5, a96c, 3b1a, ecaade2015_217b48, 4314, 80fb, a79b, b44c, 8a30, 6b20, 99b0, 5d98, ecaade2013r_004o3, 3b8c, 8dfa, 40a6, 7047, e918, 66d2, bc3d, ecaade2016_163e46, acadia14_53j, 2dcb, c5d0, ecaade2014_113y26, 8a49, ascaad2016_033y12, fa13, 5308, fcd1, 6cc0, a84f, dbc2, 369b, a352, ec41, 0b82, sigradi2015_9.347x17, 7a17, 61b8, 8c92, 5a9f, fb6f, sigradi2014_097m8, 0065, 28c4, ascaad2016_019t7, a58f, 6162, d141, fc2b, ecaade2016_243n64, c4df, 4f4a, c80e, sigradi2015_3.268n5, fa96, 3645, ecaade2014_108k24, 14e0, a18b, caadria2017_096n26, 0e04, e6f7, caadria2016_851u35, cbc0, 6298, 809f, acadia14_699h, 82e6, 56a3, 5677, 227a, b72f, f9c2, ijac201412201j1, bc87, be12, 9f26, d297, e580, c3ba, 0fba, 015d, 93dc, 6ccc, 12a6, c3c7, df8d, f89f, d7d9, sigradi2015_8.328m15, 00af, 9b88, b75b, b0bf, c9fc, caadria2017_051t16, 33d1, 74bf, 7a32, caadria2015_208s31, d8d2, ascaad2016_010e5, f4fb, ac93, 6b47, b70a, caadria2017_135e36, dc64, 98a3, 4c28, 5501, acadia16_414y24, sigradi2016_621ff, 955d, 3bfa, d74b, d2df, faa6, 5915, ijac201513205u7, d81f, 452c, edbe, 82a7, 893e, 65e4, 9755, 11d4, 40a5, 045d, afd4, 021b, 97fd,