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 ddss2004_ra-3
authors Yesilnacar, E. and G.J. Hunter
year 2004
title Application of Neural Networks for Landslide Susceptibility Mapping in Turkey
source Van Leeuwen, J.P. and H.J.P. Timmermans (eds.) Recent Advances in Design & Decision Support Systems in Architecture and Urban Planning, Dordrecht: Kluwer Academic Publishers, ISBN: 14020-2408-8, p. 3-18
summary Landslides are a major natural hazard in many areas of the world, and globally they cause hundreds of billions of dollars of damage, and hundreds of thousands of deaths and injuries each year. Landslides are the second most common natural hazard in Turkey, and the Black Sea region of that country is particularly affected. Therefore, landslide susceptibility mapping is one of the important issues for urban and rural planning in Turkey. The reliability of these maps depends mostly on the amount and quality of available data used, as well as the selection of a robust methodology. Although statistical methods generally have been implemented and used for evaluating landslide susceptibility and risk in medium scale studies, they are distribution-based and cannot handle multi-source data that are commonly collected from nature. These drawbacks are responsible for the on-going investigations into slope instability. To overcome these weaknesses, the desired technique must be able to handle multi-type data and its superiority should increase as the dimensionality and/or non-linearity of the problem increases – which is when traditional regression often fails to produce accurate approximations. Although neural networks have some problems with the creation of architectures, processing time, and the negative “black box” syndrome, they still have an advantage over traditional methods in that they can deal with the problem comprehensively and are insensitive to uncertain data and measurement errors. Therefore, it is expected that the application of neural networks will bring new perspectives to the assessment of landslide susceptibility in Turkey. In this paper, the application of neural networks for landslide susceptibility mapping will be examined and their performance as a component of spatial decision support systems will be discussed.
keywords Landslide Susceptibility Mapping, Neural Networks, Spatial Decision Support Systems
series DDSS
full text file.pdf (3,159,050 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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caadria2016_755i32, 2866, 5f72, 39f0, caadria2017_041c13, e101, cbd9, 9084, 3a5d, ecaade2016_ws-dleadh68, d799, d541, 82bc, 2184, 9512, 8313, 6448, sigradi2013_52j, 0aa1, 65d8, 2a51, 818c, sigradi2014_084x7, 919c, ebdb, 7bcf, cb3f, 88b6, a740, 3032, 1181, 0d39, 5f11, 6529, 742f, ecaade2014_149i35, a3f2, df96, cfdc, 52a8, fa69, e161, 83cb, 00b0, caadria2015_124d20, ba36, acadia15_395w16, ijac201614103m3, 1166, a9cc, 54d1, 2aa1, 442b, ecaade2014_195o50, caadria2015_130e22, 2948, ffda, 8805, c28b, cbb5, acadia16_470l27, 7554, 3ed3, sigradi2013_327z, 003b, 70d2, b7e9, acadia15_185t7, 9594, 1893, e67c, 264a, b1e0, 70bb, 1c24, ac30, 7871, ascaad2016_004p2, ecaade2016_055k14, 9257, c9c1, caadria2015_078f11, 6b8a, faa3, ecaade2016_147w40, sigradi2013_194e, ecaade2016_171e49, e5a5, 0147, bd2e, sigradi2016_777dd, caadria2016_819n34, 754b, ccc1, 5679, 1271, 5c5b, ecaade2016_095i26, 4192, 86fd, 4aef, 0745, 77d7, 88bc, ijac201614105b5, 6cf6, 1af6, 4666, b297, 78e7, 8939, sigradi2013_183c, 83ce, 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sigradi2014_289h4, sigradi2014_159f4, 071f, 5098, a1f8, ecaade2013r_004u3, cf3f, ecaade2015_317h69, ecaade2014_176j44, a79c, c21e, cd40, 2229, c54d, c10a, acc3, ecaade2014_218u55, c53c, caadria2015_139h23, 2969, caadria2015_014z2, caadria2017_134b36, 6afe, 56ee, 0419, sigradi2015_10.307e21, 3be6, 0460, 52b0, acadia15_371k16, 3755, 3c86, sigradi2015_4.219l7, f3e8, 3fac, 11b8, acadia14_375m, 9d59, d46e, 3002, d338, ascaad2016_042s16, 8330, acadia15_161h6, 7728, ecaade2014_138w30, 49b8, acadia14_125x, 537f, 4a0d, fbf3, 7793, d78c, 7696, 99e6, sigradi2016_515i, aa9b, 48be, 112b, 88f0, ecaade2016_065a16, db68, 9a12, ecaade2015_176z37, 6874, ecaade2016_mrth66, 29df, f480, 868f, b0a9, f23d, ascaad2016_022e9, 014a, 40e1, 9203, ijac201513303h11, sigradi2013_155i, aedc, 3da7, aa01, 3e1e, 0d18, c5ac, 43ef, ijac201614207f12, ecaade2016_242k64, 96fd, 4262, ijac201412402k4, ecaade2016_072e20, 3518, c3e3, d9bc, ecaade2014_071b17, 4d1b, 1cd2, 7942, b65c, f394, 72f9, sigradi2014_132t1, eecb, 8989, 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1fdc, fe57, 2bfd, sigradi2013_152, acadia14projects_247o, 160f, 05e5, 65c6, ecaade2015_278t60, 41e3, 8dd3, 1ae6, acadia14_661e, 5874, d29f, 1338, 7153, 9d66, sigradi2013_244, bbc8, sigradi2016_602xx, 37b0, 92b6, c383, 80b2, acadia14projects_135ac, 3255, caadria2017_051d17, aea9, caadria2016_209z9, cb18, 9401, 3480, 34b7, 85ac, b92f, ecaade2015_158d33, 48ae, 0f50, ab16, b093, a53d, f8b0, sigradi2016_356f, 24f2, ascaad2014_023x4, f1fe, b6fa, 1294, 1b9f, ee52, acadia14_339w, 97f2, caadria2017_054a18, 164c, d3a4, 7118, 1067, 5f6d, 03f0, ecaade2014_226f59, 3732, 185c, 9d26, acadia14_101aa, 07cb, ecaade2014_080f19, 6d8d, 475d, ab20, cfc7, 56c8, ascaad2014_001k1, 07c5, ecaade2014_138r30, 1307, 3f25, acadia14_463av, fc7e, 82a5, ecaade2015_237l54, d34e, 74ac, caadria2016_487t20, 6b41, a814, 8e89, bd9d, 290b, acadia14projects_257ab, 07ce, ecaade2014_014e3, 90c7, 64e4, 53a1, ce78, 8b05, ecaade2014_071v16, 5677, ascaad2016_059o23, 60d5, acadia14_539g, de16, sigradi2016_625tt, 72ad, ee6a, 5963, 8666, 0cd1, 76e5, ecaade2014_143n32, a90d, c541, acadia14projects_365ag, c592, b569, sigradi2014_155y3, 49c9, 15ee, acadia14_719e, 3183, 115c, 229c, f7e8, 74dc, bfed, e345, d3e4, cdf1, a432, sigradi2016_590h, b954, 2ce7, 82d2, ecaade2015_100r19, acadia14_63av, eda1, 4f5f, f7a3, 127e, 0d58, b50b, 1afe, 34b8, a039, ecaade2015_207i46, 8f3b, e925, a1fe, acadia14_549r, 0e3a, 6e54, 6414, caadria2016_045k3, 8e71, 0ee0, sigradi2013_194z, acadia16_106e8, 97b2, 5b89, ecaade2013r_001p1, 529a, 3545, ff3a, 7078, 8883, d203, f5e0, 7d90, 363b, 366a, 4a96, 243b, 81c7, ecaade2015_178h38, 25f0, be91, 0587, 2fa6, ecaade2016_224c60, a6e6, 3c9c, 0e4b, 4f1e, ecaade2014_167p40, sigradi2014_151h3, 5421, c4b7, ecaade2015_79k15, e016, 1e4e, 33c2, ecaade2016_162f45, 4698, c1ac, ea40, 55f1, 0beb, 71a6, 264d, ae0d, 75a0, a281, 1f1c, ascaad2014_029i8, acadia14projects_189ay, 8c41, ee78, 4fdf, fb72, be25, 9256, 05c3, a784, ecaade2014_035d9, ecaade2014_186b47, 21f2, 72a6, 0288, 0601, ascaad2014_012i6, 5052, 6574, e2b9, 077e, 3f83, caadria2016_851t35, e058, 1866, 31a0, 733c, b52b, 2102, caadria2015_033c5, 9d27, 166a, 282e, acadia16_362t22, fb0f, 88cc, 705b, b692, a7ac, f938, 258f, 9287, 7c6d, bdb1, ecaade2013r_015n8, 46db, 53ca, 7ed4, f2b0, 577a, 0c23, 0096, 04f4, c236, 3400, de30, 7414, 2da9, d9df, 4973, 92f9, 5026, a6c9, 0a9b, caad, cb41, ecaade2016_198k52, 6ebe, ijac201513305m12, 2272, 103c, 37f0, 5118, caadria2016_539x22, 19c8, d2d1, bbdc, 6491, bfe2, b4fe, 9627, ecaade2015_53r8, 6577, f0d7, c522, e3fa, e353, d119, ecaade2016_067s16, 19c6, 6c91, a1f7, ascaad2016_039z15, d366, 24d3, bc4f, 60a7, 9f0a, acadia14_719p, 84dc, 78cd, cb62, 3368, ba3f, ijac201614407j4, sigradi2014_132m1, e2db, 6984, 275f, 4ba7, 72a0, ecaade2014_052g13, a996, 82ff, acadia14projects_101am, fab5, d0d7, 9392, db42, d9fb, 4be2, 7db9, 0888, c46a, ecaade2015_116f23, a544, 607b, d818, b4c0, f1d7, 6452, 16eb, ed9f, ef8f, adbf, 8acd, 9769, ee59, caadria2017_113x29, 0dad, sigradi2016_407y, 0135, 8c97, d170, 0c6e, e928, 812a, 2374, ecaade2016_tkot66, 1f1a, 6fef, 20dd, 9e3d, acadia14_435c, 4b03, 18e9, ecaade2016_080y23, 947d, 6898, 7d62, e572, fef4, a9a6, ecaade2016_040x10, 543e, 229e, 51db, 7c68, ascaad2016_046m19, 542c, 49b4, 0e39, 91b8, ecaade2014_015u3, 1532, fc7f, 9db1, a5d1, 64c1, ebab, d398, 723c, ecaade2016_021w5, ecaade2014_197i51, 5a2a, caadria2016_651y27, 1073, de1f, 154b, a157, af5d, 2493, d9dc, 3497, sigradi2013_280m, 40b7, ec37, sigradi2016_426b, ecaade2016_167d48, d77e, 50f0, 70f7, 8448, dd5d, d99b, 42e6, 5ed4, 4b0c, ecaade2015_140f30, 169f, 4a0a, 151d, acadia14_101p, 9a8f, 32aa, caadria2016_095s4, 971b, 07ee, 3e3d, ecaade2014_038p9, 31fd, acadia15_323a13, acadia15_161w5, caadria2017_096b27, e3f5, b063, 00a1, 3bf0, ecaade2016_104y28, 5db8, sigradi2014_152s3, 8d2f, 3236, cec6, fe54, 7874, 5f1c, e610, ecaade2016_225a61, 4269, f477, 5c2d, 2549, 7f26, 07d7, b990, 627c, 041e, 21c9, acadia14_409o, de20, ced3, ff14, a8db, ecaade2014_232u59, e8c6, c841, 2d93, dc7e, 9450, 0618, 53aa, 22b4, 6a5a, 90a3, 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9f77, a644, ecf0, 8d10, caadria2015_124z19, f280, eb44, acd4, acadia14_167ab, e231, 3c62, sigradi2014_063z5, ascaad2016_041o16, b60f, sigradi2016_450ww, 7032, ecaade2015_79i15, 8c5c, ecaade2014_240k62, 589e, 56af, bb72, caadria2017_163c41, ce15, 401a, c0f2, ba01, 4c5b, caadria2015_070a9, 077c, ecaade2014_151p35, 3752, ce95, 8311, e37a, 9c69, ijac201412402j5, 3d03, bca8, a439, 0db0, caadria2017_095f26, sigradi2016_625hh, ijac201412404h8, caadria2017_015w5, ijac201412408c2, 0381, f512, 1d5b, b8bc, 985b, 15d1, de55, sigradi2015_7.146w9, 5c9b, sigradi2014_114l9, e565, ed81, a508, acadia14projects_291i, 4739, 6af1, d532, sigradi2015_8.239b14, acadia14_145l, 08c0, f475, 938f, 9ad9, 700e, 4485, 8e9e, caadria2017_147t38, 8b6f, 6364, eaa4, cc3d, 7221, dccb, caadria2015_061g7, ijac201412204y2, 1adb, 070f, caadria2015_014m2, 02e1, 780d, aa02, 4fde, 7cf2, 1119, 0e9a, ac16, 32dd, 9cdf, caadria2015_002d1, ef1e, sigradi2016_816yy, d733, acadia15_251m10, 0e76, ijac201614407e5, a5ed, 6ba9, 5a57, ce3e, 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ascaad2014_017b1, e1f1, bc7c, caadria2017_163s40, f320, bc7f, 1780, 103d, 442c, 7f06, 7293, ascaad2016_045m18, ef4c, b49b, cdb4, acadia14projects_479m, e527, 3270, f922, 9721, sigradi2016_522u, f889, e5f3, bf39, ecaade2015_217c48, df7a, eb19, f8e1, f641, sigradi2015_3.268m5, 07e9, acc5, 65df, 5f5f, ecaade2013r_001t1, 938b, f6e6, ecaade2015_176x37, caadria2017_132l35, 155b, 003a, d4ba, 8477, 85ec, 0578, f4d9, ecaade2015_307o67, e513, f1e4, b41d, 2475, 4882, dd99, d7f9, caadria2017_158e40, c3a1, sigradi2013_375, 46ed, acadia15_195a8, 6ca4, ce4e, e0c7, 8188, caadria2015_064r7, 427d, 0ae0, ijac201513104t3, ecaade2014_225g58, d0ff, 2575, ec47, c13a, ecaade2014_092a22, 2ad9, 3ce3, 1eaa, e3cc, 83b5, 1b10, ecc7, b3a5, a1c7, ijac201614305b3, 98d1, 6f5d, d1af, f68f, fca6, d5cc, 7a7a, ecaade2014_112f26, 1b0a, 3baf, 5dbe, 9b16, 9a40, bd18, caadria2016_871s37, ecaade2015_297d65, 4303, e22f, 91b9, 69de, 68b2, a866, b12f, 57d3, 1e5b, f654, 1af1, caadria2017_046u14, 2199, 8ec2, 7087, 22cc, bed6, 78a4, c707, cd86, a0f8, e271, eb20, 638a, 676e, 6981, 309e, 5580, ecea, ecaade2015_144d31, eeb5, cd99, 3742, 68ca, acadia16_270c17, 2f8b, c0e7, 52fe, 3f3f, 7bd0, 6056, 7e70, sigradi2015_13.181r28, 3eee, ecaade2014_168c41, ecaade2014_182w45, f8b7, d097, 8490, ecaade2015_110g21, acadia14_671z, badf, c321, 4d63, ad29, c76e, ijac201412408y1, acadia14_63aj, bc14, 2bec, a160, e0f6, a230, 3bc2, bbb6, acadia15_343e15, 29e4, 4d26, 7f17, 16d0, ee9a, b60e, 68e6, 5096, 197c, 79e1, 5856, 792c, f66a, 6e2e, 2532, fe82, ecaade2016_ws-foldings68, f775, d6e8, d249, sigradi2016_817i, 4632, b7fb, 0812, ascaad2016_014k6, 9a1e, d4b6, 126d, 59db, d089, a133, ce03, 7b60, 69a3, 3229, ijac201513206h9, b126, 4c38, ecaade2016_ws-dleadi68, a46b, 0db1, 2821, abe4, 2332, ab28, e04b, 31f2, 161c, cf2f, d02e, 9430, 3b8c, 5eb3, 7e6c, 8fdc, 7243, 33dc, 89eb, ecaade2015_278l60, 4dc3, ascaad2014_033c1, acadia16_140z9, b79d, 4acd, ad8d, 6769, 872b, 47cb, 3bfa, 19bb, acadia16_116z8, 5c6d, eb53, sigradi2014_103y8, 3527, e76b, ecaade2016_215u54, a773, fa1d, f7eb, e4bb, 75b8, acadia14_177p, 57e4, 7833, 7709, 69ef, 1f4c, d193, ecaade2016_025l7, 15c1, caadria2015_090z14, 1f72, 1a71, 07a7, 759f, sigradi2014_075w6, fe9c, ijac201412408m1, 91a2, 70eb, 1d65, eacb, 56cf, 8482, 0dd6, 434b, acadia14_333ax, 17b4, ecaade2015_13r1, d592, 68e5, a657, 8f92, 695c, 0452, 3374, 6d55, 1653, d8c7, 4eea, 33ac, 9706, sigradi2013_379, d217, 76c4, c628, 443d, ijac201513206u9, e5e1, 177d, 19f9, 5de1, fdcb, caadria2016_311x13, 6bbb, 978b, acadia14projects_101aj, a877, 9955, 3279, 1558, 53cc, 0fe7, 12a7, 1f5e, 657e, af28, 7e6d, ijac201614204a10, 657d, ijac201513102v1, 17c7, bf10, 0ad7, ecaade2014_180f45, b425, caadria2017_129p34, ijac201412207h5, f2f3, 061e, caadria2017_132j35, 39a6, 2b3b, sigradi2013_158c, d4c0, 872e, de8c, ecaade2014_153m37, sigradi2015_10.307c21, 7c4f, 4e5f, 134a, ad36, a9b9, ecaade2016_037b10, c8c8, 3a65, fd13, acadia14projects_347au, 0364, ecaade2014_070r16, 61fe, 4f48, d718, 5057, 6327, 7624, caadria2016_045l3, acadia16_206j13, ecaade2015_91e18, 2376, 803c, 7ad7, ecaade2014_153x36, 327e, a5e0, cdd3, 75e0, ijac201412306v2, 344e, 82a3, 70e3, 8baa, 7d7a, e2a1, 5ddc, 91e9, 4661, 9eae, aab6, 9e85, 947e, 2988, 526a, dc03, a370, acadia14_101r, f285, sigradi2015_sp_10.179j31, acadia14projects_609af, caadria2015_060x6, caadria2017_056o19, 76f9, a44c, caadria2017_041o13, 7e35, ae42, 20cf, ecaade2015_193a40, 2d15, sigradi2015_9.152z16, 354e, ijac201513303m11, 6990, c471, 5ed9, ecaade2016_068m17, 8f7c, sigradi2014_169u4, ecaade2014_157y38, 5453, 8ab2, 9d32, 31d2, ijac201614407n4, 0062, a7a4, f083, 646f, acadia14_531m, f00d, a573, aefe, fa45, c9ee, 699b, 887a, 5832, 65b7, 3fc7, b91f, sigradi2013_407f, 3104, 1e1a, 9567, acadia14_389aw, 2ce2, ecaade2016_071v19, 41c3, ijac201614301c1, f018, ecaade2015_201z43, 5190, 3bcc, 069d, 9985, acadia14_691ax, d505, ecaade2014_018o4, beed, f632, b0bf, 7be7, caadria2017_085d25, e9ba, 1672, 9d45, 26d9, ijac201614102z2, 6a1c, c84f, 06f9, 252d, cd31, d0a0, 20ab, 5e3f, 6f5e, a266, ecaade2014_233k60, acadia14_627at, 0469, bc0a, 9d4b, 0177, 0f12, d0b3, 744a, d80c, 3ff3, ecaade2014_168n41, ee79, 19b5, ebb4, 8173, bdf4, caadria2015_119a19, 2680, 0471, ascaad2014_023y4, acadia14projects_199ap, 8444, d08d, caadria2017_149j39, ecaade2014_194l49, sigradi2013_117t, 17c1, 7734, caadria2016_105g5, fd4f, 58d8, eadc, fddb, sigradi2016_792k, 961d, ecaade2015_92n18, d2cd, 7efc, 4e43, 9dfd, ecaade2015_269k59, 8efe, 34e8, sigradi2015_3.11e2, 4cd5, 9894, ecaade2014_113w26, 3057, 45ce, 15f7, 32ed, 3803, 2f28, 0b47, 69b4, 6c68, db34, 99b2, ecaade2016_068t17, dcd1, 2b58, 94f4, ecaade2016_234x62, e368, 8a32, ascaad2016_018l7, 9f30, 36f7, acadia14_661m, dce0, 9e4c, 4ff5, 1004, 2719, b8e9, 48a7, 33f9, 1aea, 1eba, b3e5, ec86, b536, ecaade2015_215e47, 4c06, 0ffd, ecaade2015_73g14, sigradi2015_3.221t4, 4c7b, 3d83, 9f91, 8c58, 292c, d3d3, 33cf, fcd7, ecaade2015_175m37, acadia14_145w, 04a2, f57b, caadria2016_809b34, 1325, 131c, sigradi2015_sp_8.326z30, f6aa, 471e, 0540, 57e9, 4b6a, 84f9, 29d1, 2ac5, 55cd, e5cd, caadria2016_321n14, ijac201614403e2, f246, ijac201614207j11, 377c, 22f9, 21e4, caadria2016_851m36, f795, a433, ascaad2016_045i19, f5b9, ecaade2014_104l23, 152a, 7170, 0b63, 919d, a509, 582f, 38e5, 434e, 1007, 419f, sigradi2016_392xx, 4ac8, 61e2, 2607, f894, ec5c, 9718, 613f, 7924, ecaade2016_158e43, 99cc, a09a, 1275, 8e85, ecaade2015_143t30, ecaade2016_095b26, ecaade2015_64n13, c80a, 4efa, 1043, e027, 7704, ebeb, 4c8b, 2f05, ecaade2014_152f36, 3780, 18a1, 93f2, b606, f015, ec4c, d5ed, e4ae, 64fd, 9713, 4b3f, 50a4, a675, caadria2017_124d33, acadia14_609af, 01ec, 54b6, ddc6, ecaade2014_206r53, fd6f, cdeb, db3d, acadia14projects_463u, 13f6, ecaade2013r_008r5, ecaade2016_158k43, 26a7, 256f, acadia14_555c, 0989, 6e18, 9b77, 732a, b023, caadria2016_539f23, caadria2017_134w35, 5b94, f910, 2d3c, 52ee, 1c8e, 6dfe, 4292, e8f0, 40f9, ab60, bce5, a69d, 9783, 10bc, 7752, 23ff, 6ed2, 7442, 79a8, 7574, dee5, ecaade2015_129u25, 4037, 30b1, e0fa, 5bdf, bd81, d00f, 94f3, b851, ecaade2014_162t39, acadia14projects_347av, 6abe, b405, 6b80, ecaade2016_089d25, 3759, 18eb, sigradi2016_407t, 7362, b198, bbc7, 7f89, 80b9, 65db, caadria2017_051o16, 05cc, a3f7, 67a4, 54c7, ecaade2015_22o4, a555, 1da6, 17ea, 21c6, 41c8, e085, 89e7, ijac201412402i4, sigradi2016_627f, 6821, 4da4, 6166, caadria2017_048c16, c53d, ijac201513202l6, 655d, 025e, cd67, ecaade2016_063k15, 0db4, 8990, ecaade2016_018e5, 7475, 79c2, 9ba8, 517c, c10f, 0209, 4615, acadia14_101ad, 22f8, 73eb, 91b0, 2635, 2cd0, 20e6, 0a6f, 2c20, b5a9, 5fb8, 20dc, caadria2017_058f20, 330d, f11e, acadia14projects_339am, 234a, 3195, ecaade2015_227c50, b1f0, acadia16_424h25, bd6b, 168e, e7a3, 5ed8, 6071, 522f, a37f, 3f92, 9f84, 1ba5, ijac201614309h6, sigradi2016_443ss, 8d6e, caadria2016_343i15, ijac201513203g7, ad35, cd9c, sigradi2016_814c, 889d, 104b, ecaade2016_203i53, ebf6, 9edd, 053d, acadia16_214j14, d7a2, caadria2017_009r4, 96c0, a54f, e7e8, 971f, f354, f1e7, b030, 880d, acadia14_609al, 7fc6, 2c27, sigradi2016_363dd, 61ee, ef68, 89f3, fb4a, e749, 300b, sigradi2014_018m1, caadria2015_031r4, ffd1, c6b7, 89c2, 7875, 9ad4, 9830, 95fe, 8747, sigradi2015_12.19b27, 3f9b, 814b, acadia14projects_177x, 9b08, sigradi2014_049j5, 19ae, b8df, 0ad2, c232, e766, 0893, ecaade2015_229n51, ecaade2016_078m23, 63f3, 9620, adf7, 5ea1, e16a, f73e, 742d, d6b3, d0e7, 632d, 1790, 9b36, 8aad, d7ef, 26dd, 43b1, 9833, 7df1, acadia15_263b11, aea7, dc64, acadia14_655y, 73cc, 402d, sigradi2015_8.289w14, sigradi2016_550m, caadria2016_755p32, caadria2015_073h10, 7632, cd16, ecaade2014_038x9, 48a4, sigradi2015_2.213u1, 9503, a9ae, 23fb, c7b6, acadia14_311z, a8df, a45c, ecaade2013r_011b7, ecaade2014_237z60, b71f, b735, sigradi2016_625e, 44b0, 700c, 8409, caadria2016_881b38, fe88, 43df, 5989, 43a1, 9142, caadria2016_003a1, 73b7, db19, a9b7, 5e87, 18a9, 2fd0, e3a9, 7fcd, 3efc, 8e6a, sigradi2016_732b, 809a, acadia14_311y, 951d, 55ef, 0d5f, 6dd3, ecaade2016_188k50, 73d8, 01bb, fde9, ijac201412201a1, acadia14projects_281ac, acadia14_601ai, ff77, 6128, f7c5, 6a54, 9b9b, ascaad2016_018n7, 969f, ab76, 4866, 57b7, e489, c6a0, 813b, 033c, b4e2, cff7, d316, acadia14projects_75ay, f194, sigradi2016_690b, 4e5b, 9e55, ef7d, ba4d, acadia16_308c19, f0da, 0bc7, caadria2015_126u20, 8316, 04d6, f96d, 6cd5, b916, e0c2, c8d9, b78c, 512e, fdd6, e199, 8af0, 2308, bc66, ijac201412408r2, 210b, 6672, caadria2016_871o37, 0719, cf19, 9013, 1bcb, 4eed, sigradi2014_218g8, 94db, 9a33, e719, 4f76, 1e52, 76a9, 41a6, acadia14_365ar, ecaade2014_173w42, 7f03, sigradi2014_151n3, 1490, d1e0, 2592, 02b7, e8e3, a122, dc63, 9564, d9c0, e294, sigradi2013_111s, 131d, 67b0, ecaade2015_193k40, 6122, ecaade2014_086s20, ijac201412203c2, ef6a, 8499, 59ac, ijac201614405z3, d5c4, c588, acadia16_224r14, 8c23, f53e, 8397, 13c7, caadria2016_167b7, sigradi2014_345i10, f48e, d964, 8ec6, 0707, 399a, a5e6, b73a, 0fad, 68f5, 8dd6, caadria2015_114b18, bf1f, ca3e, f3ef, 9e5e, 2503, 187f, 26f6, eaad, 9eac, 779a, 0538, ecaade2015_329l71, acadia15_417w17, ecaade2015_278p60, da55, 91b3, caadria2016_405m17, 2c70, 20e8, 3c98, 0bcd, e9b3, ce24, 935c, d4a5, caadria2015_137n22, 1c86, 2be4, ecaade2016_016k4, e4ce, sigradi2013_386b, 0a54, ecaade2015_180z38, 4411, 2f31, 875c, b8dd, fbfa, 2e48, 65c2, 0eb5, acadia14_555d, 707e, d3d5, ecaade2016_075w21, fdf0, 34b9, 5ad6, e914, c4b0, 5661, cf4b, 18a4, 42ea, 31c8, 121b, 6bdd, 129b, bd69, 4e45, 3699, 0c44, aa4e, 23d6, ede4, d70a, ijac201614105u4, 8e26, ijac201412305h2, caadria2016_105h5, cd5c, a193, 1d57, 993f, ab6d, acadia14projects_517t, ecaade2015_206a46, e895, 87f6, bce9, 18c3, 9d81, d1b3, d9e8, 49f1, 7108, 77bb, 9957, 95ad, 4ef8, ad2f, aa97, ijac201412301d6, 86a4, 327a, 13b8, 5ba1, 24c8, fa7f, da33, f88e, 175d, f672, 0e6c, c976, 2fed, ecaade2014_010u1, 9356, 69cb, 9789, acadia14projects_43ah, 4d3d, ad52, acadia14projects_339as, 56b6, 6679, ijac201614307g4, ed33, ad9a, db58, b580, c77a, 9b63, 0c73, 8988, 9b6e, 73f6, 4827, 45a3, 0dcb, c15b, ecaade2016_018z4, ecaade2015_33d6, d745, 5602, ffa2, 6037, d680, 408d, ijac201614102m1, 213d, 4195, 4541, sigradi2013_42p, 7a9b, b92e, 9ab2, bf12, c706, caadria2015_208b31, 8751, df02, 192d, 5cb2, sigradi2016_484ss, 717f, 8878, 0072, 4673, e4a6, 3afb, be9e, 539e, f722, f630, 3f0e, fcdc, 084d, e695, 5bc4, 0a2a, 6554, bad4, ecaade2016_042v11, f967, ca61, 3f9d, 033a, aed0, 6832, 0936, e171, sigradi2016_801y, 0413, ece6, c1be, 48bd, 1f73, 1b64, 75e4, 2012, 3d34, 144e, 7157, a0d3, a8c8, aff7, 4fa5, 6388, 1e98, d284, 73a1, f8af, 36e1, 3b7b, 2141, 8698, a7fb, caadria2016_033a3, fadd, caadria2015_172y25, 669d, a5b3, acadia14projects_531z, caadria2015_087s13, ascaad2014_021b4, 4324, 4f62, 018c, b22a, 0446, bbd8, 8cbc, bdf0, e48e, ba62, 0f8e, cdd1, 366e, 169e, b4d4, 450f, 8d72, acadia14projects_339ad, 77c7, 451a, 5e03, 9a64, sigradi2014_307p5, 2927, 0a77, 8b9f, 6e28, 4dda, ac15, 97e2, f6e7, d0d9, e9ab, caadria2016_187d9, bae3, ab2c, 1e04, 0c49, 8566, acadia14projects_671j, sigradi2013_421k, 3d0a, 3074, bd63, ecaade2015_329k71, 9b39, bfec, 3409, e096, 6745, caadria2017_142h37, 0393, 2928, 1347, 9e8e, acadia14_267m, bf2b, ef4f, 48d2, a579, a4ff, 2e4f, 734c, 6922, 2be1, acadia14projects_199ar, fdfc, ab0b, 73c0, 364b, 371a, 39f6, f7d9, b91e, ecaade2015_11f1, 3f26, 1803, 8a51, 973a, 42a8, 8e2a, c7e4, 3961, b65a, dadc, acadia16_62l4, 52a2, c64c, cf8c, 3643, fa82, 7cb9, 3a99, f76c, e76f, ascaad2014_032u9, c67e, af0e, 455e, ef3e, acadia14_339as, b2f3, 2f26, cbd0, ecaade2016_197d52, 6f9b, 7ef0, 2f2a, 6ddf, ecaade2016_095l26, 4fd7, 89ad, caadria2016_321i14, sigradi2014_047p4, ecaade2014_155z37, e292, c78e, 8ad8, sigradi2014_201h7, 2307, f8ba, d21b, 6175, ecaade2016_162w44, abfe, acadia14projects_229m, sigradi2014_214c8, 10d2, a4c5, 97d4, 0a56, 9ace, a880, caadria2017_015y5, f0eb, 1e0d, c5cd, b974, sigradi2015_11.222v26, 4ccb, ebbe, eaf2, 1205, 3903, 84c9, 29fa, ecaade2016_046y12, sigradi2015_10.140g19, cf9d, 9e54, ecaade2015_53a9, f48d, 16b1, db20, 4ea2, 44d5, acadia15_357y15, ecaade2016_118w31, ec63, b236, 889a, ijac201412404x7, ijac201412402b5, 63ab, ecaade2016_222y57, 1284, 5165, 5241, ijac201513304d12, 318c, caadria2016_611c26, 39a1, c2ed, e4e4, acadia15_110u3, ecaade2015_25m5, 2bf6, 05fc, 12aa, 7a01, f13b, 17cd, f60b, 9e9e, 020c, f840, ascaad2016_042d17, 5889, 45c7, 27df, 6960, b33f, sigradi2013_135i, sigradi2015_10.309b22, db56, sigradi2013_407e, 12b0, 20ad, a607, 769c, 99ed, 7287, d3eb, 4a24, d933, 9672, 2eb6, 967e, ecaade2016_032o8, 7ef3, 128e, acadia15_343w14, 1cfc, 15bb, 221e, 47b2, 33cb, 61e5, cc99, 0abe, ecaade2015_152z31, 1a89, 465c, caadria2017_122b32, acadia14projects_281r, bf3c, 7f4b, 759d, 3550, 7627, c099, 770a, 89ac, ba9c, 8e02, 21ca, ecaade2015_158b34, c8be, acadia14projects_301j, 5603, 6db4, a79a, 331d, eadd, c494, bd34, ecaade2016_237g63, f4d3, 0a2f, 492b, e177, 8a34, fb3c, 6b7e, 722a, 5f90, 7254, 17cc, 0930, 9a9a, 3071, caadria2015_124f20, 618d, 5f86, 278e, 8618, 491d, fb44, 9498, 65fd, acadia15_469e20, ff6f, 47b3, 6352, d19f, 90fb, 202c, acadia16_332a20, 5b68, ecaade2016_028m8, 10c8, 786f, 7dbf, 1db8, d059, 3ec4, 6db7, f704, ascaad2016_022p8, e7b1, d0a6, 61c1, 4907, aa65, ecaade2015_171n36, a902, 1ad6, 2da6, 6975, acadia14_199aj, 8344, b4b7, efe2, 106c, 11b6, 9e73, 6747, 3a44, 9cea, 7ddd, e24d, b0ce, 4370, 4b39, fc95, 574b, ascaad2016_004s2, a6ea, caadria2015_090a15, acadia14_445aj, 827f, sigradi2016_560x, 5bab, 985f, b86f, 04e0, 7cd8, ab89, cc7c, fc81, 7e96, f585, e8b4, 6cd2, c04a, b13c, caadria2017_051u16, 0d97, ijac201513302k10, ad17, d5d6, 59ab, 645b, 0ae7, 83a0, caadria2017_165x41, cb5e, 94a4, 963f, c5a5, e02f, 305a, 62e8, d36f, ece7, 0aad, 5cdd, 1bb8, 8e8d, b9a3, 5e02, 80e2, 7862, 9e7f, 1644, ijac201614206v10, 3bc6, 0deb, 9186, d571, d35d, ijac201614101h1, sigradi2013_359d, ecaade2014_230j59, e7f9, 550a, caadria2016_839k35, 5654, caadria2017_086k25, e435, 88ba, f321, b2ae, caadria2017_009m4, ce87, 56cb, f628, 459d, 21db, sigradi2013_183d, f4d5, 6a05, a5ac, 3a43, 0a5b, e5de, c4ad, ijac201513105t4, acadia15_407n17, 040d, 4c5f, f3b5, 7949, 2afe, 8d66, 9cf4, cdad, 4828, 2222, a8f5, 3740, f2ae, 617b, 6287, ascaad2014_017g1, d6ac, 3ca5, 79ef, 76a6, 4d61, ea3a, acc2, bd88, 5a43, d09d, caadria2017_058s20, 8b9e, 7fae, 2355, df29, 8aef, 92b9, 7103, 4671, e26b, 7691, 8e13, ea7d, 969b, e90e, sigradi2014_197y6, ecaade2016_238m63, 149c, 92e7, 412b, e2cb, 924d, ceb5, sigradi2015_11.165r25, ecaade2015_143m30, ijac201614302j1, 5081, 339a, 0019, 7bda, ecaade2015_271x59, 13ac, 8730, fbb1, 6226, acadia16_214v13, e0a5, 4221, 58c4, acadia14_317ac, c447, ecaade2016_129b36, 5536, dd2e, d9b5, 47a8, acadia16_270f17, c742, 4a64, 0fd0, e3e4, acadia14projects_579i, 0889, b9de, ecaade2015_138e29, e472, sigradi2014_132l1, 7522, d266, 7986, a9db, 7069, 21a1, c5df, ecaade2014_153t37, 40bf, acadia14projects_531n, b43c, acadia14projects_671v, e254, 29b9, a84c, dab7, acadia15_451m19, a00b, 0b77, 67b2, c94f, 4bc6, acadia16_106x7, ecaade2014_085g20, 8a87, caadria2015_014o2, 159e, de40, f577, c78c, d0a9, 9e94, caadria2016_539a23, d780, deb9, 797b, 8bf4, e4bf, 0c5a, 4644, ijac201412408v1, 11e8, caadria2017_182n43, 7a32, ad39, 165a, 224d, a55e, ecaade2014_070j16, f1c5, dfb7, 9824, 502e, 13bc, 071a, eac9, 764a, b459, c5e3, 5cda, ijac201412301x6, c2ac, 6730, c0ac, 173e, 3d49, caadria2016_529v22, 05fa, caadria2017_132h35, f700, ecaade2014_239z61, 1cbc, fd9a, ffca, b0c1, 86df, e693, ijac201412402n4, 52bc, ec2a, 7bf0, a0f6, acadia14_435a, c25d, ecaade2016_007n2, b224, e99e, 06dd, d808, 1e03, df45, c4c8, 86f8, caadria2017_069e22, c528, f6b3, 841f, 81f2, dfe0, f437, 3e89, 9e00, ecaade2015_227m50, 4138, d446, c4ab, c6a4, 6d3f, 907d, 759c, 6675, 47a0, 512d, 277a, ijac201614308i5, 5353, d439, e539, 2f88, 6fc1, dafe, fb2b, 572e, ecaade2015_196z41, ascaad2016_026s10, 33b7, 5906, 6dc0, 8794, 1efd, fef2, 87da, ad8e, ecaade2014_066m15, fc37, ebfd, 4656, 72a3, 9c6b, b420, d429, 5031, 9d40, 87c2, ecaade2014_111x24, 241d, c9e5, a953, 8850, d233, 602e, 2248, 0d7b, ecaade2013r_003j3, 0f97, 9448, 3592, ecaade2015_171w36, a1c0, 3af7, b17b, 3a8e, d4f2, dc8e, acadia16_280j17, caadria2015_126y20, 1541, 51d3, 3a5e, 61c5, 1880, acadia14_267j, a64e, f327, 8dad, acadia16_124i9, 414c, c047, df24, 3fda, 5775, caadria2015_087x13, ascaad2014_024x5, ecaade2015_115y22, 60f0, sigradi2016_417nn, acadia16_244n15, c925, sigradi2014_313b6, d98d, ecaade2014_149f35, a637, sigradi2015_10.7g18, 0a9d, b46d, 890d, c234, acadia14projects_357ar, 052b, d023, 3054, caadria2015_014v2, 987c, ijac201412408z1, sigradi2013_52e, dff1, bd36, 7018, 85c7, ac6d, fdfd, 02ef, 2b8b, d157, ecaade2015_320o70, b148, ecaade2015_320m70, 9ff2, 578f, caadria2016_851i36, acadia15_311p12, 7c60, ecaade2015_200m43, caadria2017_051h17, 62c9, 084c, 8541, ecaade2014_240n62, ecaade2015_59c11, 8e41, 276a, 64ab, b471, ijac201412408e3, 82ee, cb46, 015c, 25cb, caadria2017_129v34, 6e2b, 6775, 6d85, 6514, a528, cd0e, 829c, e3da, fc67, deb4, 81f6, 91a9, 191f, c01c, c198, 996f, ecaade2016_119k32, 18ff, acadia14_333av, 07d1, ijac201614102f2, acadia14projects_357b, 0b05, d32d, cd89, 35fd, b1cf, acadia14projects_43w, 2407, sigradi2015_sp_8.6h30, 725e, fe1b, da52, sigradi2013_91, 9363, 5887, 7dff, bbe3, 098f, 1750, 8fb6, a33f, 0b7b, b697, 0456, 4dd8, sigradi2016_756a, acadia14_497aa, 04c2, 630f, f5a8, 12b4, ad3b, 827a, 2cd9, a118, 00d1, 8391, ecaade2014_015s3, ecaade2015_193h40, b7d5, f637, 5c54, 4e7e, 6e20, d8ee, f974, 15a1, 4881, b0ec, 1b26, 8c3c, 3a6e, e443, a57c, caadria2015_114r18, acadia14projects_463n, 6244, 97f9, 8716, 86a3, cb2b, sigradi2013_294u, 94f6, ascaad2014_030w8, f0ba, ae54, 1208, 5f36, ijac201412201j1, e000, 2cc3, f400, 9c34, a500, 9c9c, ascaad2014_022j4, 0cc5, 46e8, e2c0, 4467, acadia14_699m, ed5c, d06a, ea80, af70, ecaade2014_141h32, 8f88, dd2d, 4c50, d300, af0f, 4124, 9ac3, 2c6f, e2f0, ascaad2014_024j5, ac07, ebc0, acadia16_352x21, 1349, ascaad2016_051e21, 619f, da8d, 814f, 762f, 7fbb, sigradi2016_710dd, sigradi2013_366d, caadria2016_651c28, 7c3a, a98a, 1d29, acadia14projects_601ac, 15da, 86cb, 7ff0, dfe6, sigradi2015_7.203j10, e119, fc79, 5458, 95cc, ascaad2014_014f8, caadria2016_425c18, 76aa, ad09, 7e2a, acadia16_478u27, fe90, d4db, 4bc7, acadia14_247j, 85e7, 8e81, 1e7c, ecb1, 7a73, 4cf6, 5207, da77, acadia16_214y13, dcf3, 908b, e81f, ecaade2016_130c37, 24aa, fff2, 706b, sigradi2013_111, 62c3, 930f, 5b88, 27ce, 1806, 3ae3, bc3f, e6f4, 7895, f9ca, 5e6d, 1255, 13a3, ijac201412405x8, 5361, 7029, acadia14projects_427ap, 0461, 6ff0, ee20, 3283, 774f, e061, b815, f82b, c515, fb4b, 65be, 0d24, ecaade2015_155m32, acadia14projects_601ag, be77, ecaade2015_253v57, cc60, acadia16_98k7, 739e, 41b8, af52, 2f5e, 83c9, 3f0b, 2c94, cbb6, sigradi2016_483hh, 4833, 1e51, a2dd, c8dc, ascaad2016_033b13, cba4, sigradi2015_6.387e9, ddc9, 2219, 1384, ijac201412407e1, 7af8, 5e1b, ecaade2015_200f43, d502, ef51, 46a4, 6729, 7cee, fa81, 9fba, ecaade2016_075g22, bf35, 6a24, 8c55, 380b, 66dc, ecaade2014_187e48, b934, c7da, sigradi2016_777hh, db64, d378, bf81, add6, 1fdb, 6cd6, d869, sigradi2015_10.307g21, ecaade2015_271a60, d05d, 58e1, 7e25, 0aca, ecaade2015_206t45, sigradi2013_313, acadia15_173r6, 2434, 8ce5, caadria2017_109w28, a5bb, b599, sigradi2015_6.42p7, 2b4a, 42c8, 0046, ecaade2016_210d54, 63d0, d584, ca01, dea1, b288, f38f, 98d5, ab64, e827, a90e, 44e8, sigradi2015_sp_10.311l31, ecaade2015_297y64, ecaade2015_170j35, 1d45, 6d77, 78f1, 5526, caadria2016_115j5, 553c, 72aa, 0d78, acadia14projects_365am, 488d, 6801, 8f96, 3c61, 69d4, 6ee0, 7a7b, 9b2b, b9ac, acd8, da50, caadria2017_057s19, sigradi2015_11.196h26, 4286, 36cb, 71ed, e4f2, b164, 1eb7, ecaade2016_132z37, cd6a, 2d8f, 8413, a772, f3a9, 300d, 164a, d71d, 3250, 6e81, 87e3, 108b, 532d, 4448, 47fc, 91ec, acadia16_224u14, acadia16_154f11, 17f1, 5ed0, b10b, 29d9, 0ebe, 5ad0, f9c8, ijac201412404z7, ecaade2014_030j8, sigradi2013_381j, 348c, acadia15_451r19, 2ade, f44c, ba0e, fc64, 1b09, 19b8, daf2, bca1, 6aef, ecaade2016_067a17, 9cd0, ecaade2014_149b35, 25ab, 93d0, sigradi2016_637p, ecaade2015_336f73, b6a6, fdd4, 18ce, 4642, acd9, 6b9d, 34bb, 50ad, ascaad2014_019u2, 31b7, 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7306, fc19, 2cb4, 1feb, aa6c, 6332, 38c6, aa8e, 8691, 265a, sigradi2014_030x1, ijac201412204k3, acadia14_229h, 4e2d, ecaade2016_151e41, f933, sigradi2013_195v, caadria2017_163d41, 0f5c, c5fe, dd17, 4522, 2661, 8179, eeba, 5807, 2440, 6f7f, 6809, ecaade2015_285m62, sigradi2014_036r2, 135b, 213f, ecaade2016_040o10, ijac201513303s10, 17bb, b176, 00f7, 9e97, 5423, ecaade2016_bkok65, a86e, 093d, ad14, 9ed2, 0100, ec0c, ed1b, 36fb, c8b4, 50ac, 1ea6, 5ff4, acadia14_153g, 07fe, 2b5c, 1f98, abf0, b08b, 6865, 75fe, 07bd, 6625, 82b3, 5474, d34b, c858, 00dd, 8c5b, dfd1, 11c9, 313a, 8960, e248, 646a, a75f, 0379, d19a, ffb0, ed77, 6029, af0d, 08e1, caadria2017_009z4, 1eae, 42e2, acadia15_333t13, 1813, 1a0f, 56e1, 539d, 10cf, ascaad2014_022d4, 02b3, ecaade2015_280g61, 1deb, de09, ecaade2016_065z15, 7233, acadia14projects_267m, ab97, a059, ccb3, accc, 9ad5, 4cbd, 11cf, 59fc, 3041, 35af, b99a, 3dc7, acadia14projects_357ao, cf94, 4691, 0333, 4946, 6112, 7352, 5aa0, de5a, acadia16_280c18, 16fd, 9519, 5b37, 98c7, 020f, 41f2, db4b, 3367, 7ad1, caadria2017_009l4, sigradi2015_sp_11.303o31, c1a0, f22c, 4a40, 258c, ecaade2016_071l19, b41f, 6f38, ecaade2015_178e38, 2bdd, 9763, 74fc, ecaade2016_162c45, 5072, ascaad2016_056e22, ba9e, f783, sigradi2015_11.196m26, 461c, cc72, 2af8, 7e0b, acadia15_407t17, acadia14projects_579d, 5bb8, 4c5d, f7f8, c24c, 205c, 05de, 2261, 9652, 9b27, 9c9f, 5095, 6b10, acadia14_681as, 9b66, 16bd, 0c0a, 3210, ecaade2016_111r30, ecaade2016_132m37, 1cf0, e7e0, 66bf, ascaad2014_016f9, fc3b, 9c83, a225, 83c6, be44, 0129, bbec, 24bd, fa93, 8d20, b12d, 292d, ed05, 3c03, 0453, 55c7, sigradi2015_10.309o22, 6dfd, f816, a832, bd78, ijac201513201f6, 64e9, f6a3, fa44, 62ed, 400e, caadria2015_078o11, ijac201513103t2, 45b8, 35d5, cdb9, aa93, 8bf0, bb03, acadia16_224e15, 33de, 447e, e894, 9728, ecaade2014_121t27, 07c0, ecaade2016_074r21, c040, 6429, sigradi2014_144t2, 700f, b21d, 2f21, dd61, 66e0, 351b, sigradi2014_263i1, 424f, acadia15_161b6, 469e, 86a7, 3999, 429a, acadia14_671l, 572b, ecaade2016_154l42, e521, 6a11, de9b, 9f14, ed20, ecaade2016_222k57, acadia16_344t20, 3f07, fa6c, b5f8, 52db, 1f7a, e690, ecaade2015_301y65, d04a, 37ad, caadria2016_589x24, 3053, caadria2016_125s5, 35d6, 3530, f09d, ijac201614405e3, sigradi2014_164i4, 1539, 8740, d7e6, 4bd3, c99d, 5733, aa20, 1b8a, 8757, d0f5, 0bf3, 7a5b, sigradi2013_267v, da81, f4f7, 2b54, f785, 745b, cea2, 7083, 33d6, b071, ec34, 72db, 822e, ascaad2016_022u8, 8657, 4aae, 1e76, 5dfc, 9443, acadia14_23u, fea7, ecaade2014_092d22, a176, ce1f, e40b, acadia15_297e12, 317b, 5df7, caadria2015_010v1, 3e5e, 9994, 1475, af13, f66d, a4e7, 6bc5, 6157, 2a6e, e751, 2df1, 9b1a, bf9d, 7e5a, 3e76, sigradi2015_sp_8.326b31, ecaade2014_049a12, c542, 8552, aa46, b840, 17d9, 9a5d, 0c1e, ijac201513206v8, ecaade2016_162j44, e234, 8f4f, acadia14_661n, ijac201614102c3, 0039, caadria2015_226o34, 600f, 5c74, ecaade2015_28v5, 8ec8, a1f2, 78ab, 6a6e, 1973, aa05, 404a, 99de, f939, bb8f, caadria2017_174u42, caadria2016_663t28, d219, ascaad2016_034h13, 6176, 587a, a8bf, 3f43, c1ca, e698, 7fe4, 63da, 00e9, 1ded, sigradi2015_4.219i7, caadria2017_094s25, ff61, 6e12, 457b, 9527, acadia16_402v24, cd3b, 26a0, 73ad, 9cd8, b795, f441, 8c20, ijac201614306d4, 3e87, c3f4, ee18, bb6e, ecaade2016_164l46, sigradi2016_448z, 5027, 89c0, ecaade2014_201g52, ecaade2016_072r20, 0592, acadia14_347ai, ijac201614407d5, 52e9, 9d25, bebb, sigradi2014_049i5, 8d33, 7a6c, b07b, 1ef7, 575a, 5988, 412f, 039f, 8a50, 3a20, ijac201513303v11, 322c, 2f4a, sigradi2014_157c4, f29d, 286b, baca, 9883, caadria2017_028g10, 136c, 478d, 688c, df5b, sigradi2015_8.264t14, 032f, a9f3, 1eb9, f675, 03bf, 1180, 9a96, ae3f, ecaade2016_bkoh65, ecaade2016_048x13, 1235, 7ce4, 5e99, ef23, bef8, 450c, 0a41, 5873, caadria2017_145w37, c1da, ecaade2014_239o61, 0848, e584, acadia15_243w9, 363d, 7fc0, 4536, 8962, 06f7, sigradi2015_3.11f2, a1b0, 082a, df6d, b877, 1df9, 7925, sigradi2016_455d, c82e, 9ede, 579f, 3b88, 6a10, 4357, 3d04, 5465, dac2, b23e, a9a5, 9d67, 14b9, 9a42, acadia16_244o15, b340, 3cf3, 241c, a085, 1fb3, f324, caadria2015_073p10, a614, aae0, b103, 44aa, 8ca8, acadia14_153aw, e198, 831f, 8b1c, 230b, e1d7, acadia14projects_63w, a46f, acadia14projects_199ae, 665b, dd53, c196, 5274, faf0, 93dd, eaae, c54c, ecaade2015_138g28, 9e9b, acadia14_63ao, e87a, e385, 3954, 6fa8, 7b18, sigradi2015_3.268c5, a7ae, caadria2017_023k9, 5757, 8f5e, 8815, fd48, b645, 2a47, cde5, 0ec5, ecaade2016_ws-afutureo67, 3af8, 8520, 08d5, ecaade2014_012u2, 3207, 7a23, 5e77, ecaade2016_018h5, 7c59, 1f0b, 1f9e, 506d, 601f, 767c, baa1, 739c, d0f3, ff83, b414, 11fe, bbaf, f06f, 13ec, 3e61, f3eb, e8bc, 91ca, 9bd2, b0c5, ascaad2016_039t15, sigradi2015_10.140o19, c152, 69a2, 3b5b, 6b51, 2fa7, 4eac, eb2a, 8cce, e73a, 5fe7, 997c, acadia15_323k13, 93f3, adeb, 1b5f, 1916, 3302, 9f00, ijac201614405r3, 409f, 0765, ecaade2014_015x3, 0511, 5063, acadia15_110t3, 169d, 053b, acadia15_357z15, dfcc, 0fe2, c58f, caadria2017_035u11, 3850, fb14, 693b, ecaade2016_126n34, 462e, caadria2017_062y20, 3924, df65, b857, 6c53, ecaade2015_138g29, 7730, 8efb, c089, 2f90, 7c9d, b61a, 3717, 312f, 58a1, e3c2, 02e5, 62b1, 9974, 07df, ijac201513102h2, 5729, 3839, ecaade2015_13j1, 8532, caadria2015_203f29, 3ed9, 5afb, d7bb, 2987, ecaade2016_108y29, 235d, ecaade2014_133m29, 3767, bd5d, 22ff, f506, edfc, 1781, 81d9, 79b5, a0a3, aa09, 4ce1, 3f6d, 1a43, 1522, 23e9, cfee, ecaade2016_006w1, 28f2, 26c6, 0809, 8079, 491b, ecaade2016_016d4, 4663, f1ae, ecaade2015_91d18, 39b8, c3bb, acadia14_145y, 77c2, 2d1e, ecaade2015_303u66, acadia16_88s6, 4504, c484, 822d, 9f2c, c4e2, 5e52, sigradi2013_158t, ecaade2015_221a49, 86ea, ecaade2014_046o11, c1cb, 0a8c, sigradi2015_10.307m21, b033, caadria2017_016f6, b69a, ecaade2014_079u18, 6509, d41a, 3fcf, ecaade2015_200o43, sigradi2015_11.136w24, 13ee, ecaade2016_190u50, c6ac, 7cd9, caadria2015_226w34, 1363, 7efe, ce8e, 3992, 0d03, 114a, 0934, 1243, dda5, ecaade2014_133x29, c7d5, 145e, caadria2015_023z3, 12bc, f05d, b988, fc5f, 1c8b, 3e29, acadia14_111o, 5c18, c57c, sigradi2015_10.140k19, caadria2016_197k9, 5137, 99a5, ecaade2014_121s27, 6341, a833, caadria2017_048n15, 1de0, 5698, sigradi2013_10g, 7c73, a897, 9361, 661d, 0680, 159b, bb71, 2f17, ae2b, bd83, 6e92, f8f2, 9ce8, 7f98, ecaade2016_217x55, ab32, 1ead, e23e, sigradi2016_805hh, 581c, c974, d698, ijac201614308f5, ad01, sigradi2014_345j9, eee7, 5ef8, cc8e, bc9c, 3c81, ecaade2015_129s25, 95d8, bf86, 172c, 2ee7, f30a, 3075, d29c, 33b1, 96ff, b493, 0cd7, acadia14projects_63ah, 1cb7, 3ff7, a3e0, 46cb, a599, f8a1, 5a3f, 12ab, 33a4, 1f57, 3ec2, caadria2017_048x15, 8bfa, sigradi2014_341e8, 5bb1, ecaade2014_198l51, 9fcf, a047, ecaade2015_144w30, 78c8, 08fa, 55de, ijac201614403p2, 2997, caadria2016_457j19, f8ce, d0f0, 0806, ecaade2016_006s1, acadia15_137k5, c92e, 645d, 069e, 03c1, ecaade2015_251p57, f482, f6da, 114f, 3a0d, f774, 73d1, 9c2f, ecaade2016_073u20, ecaade2014_079x18, 2629, 5cca, caadria2015_114g18, e249, 9a88, caadria2015_084b13, 26f7, 012a, 5a31, 0bfe, 494b, f8d8, 1387, 3bbb, 4702, 325a, dcab, sigradi2016_363ff, ecaade2014_206k53, caadria2017_095e26, b587, 834f, 7418, 942c, 07dd, a17d, 3d50, 54df, aa31, acadia14projects_101o, 2993, e1ce, 4abe, eb14, 25a5, 5e2a, 84f7, 3278, 4c5c, c50d, 290d, acadia14projects_691av, 61af, 7d39, 60f7, 9747, 3836, ecaade2016_123f34, sigradi2016_778rr, 320f, 1343, ca38, d70e, ecaade2014_197h51, 6da8, 854d, bf01, ecaade2015_193y39, 30c5, 1f67, 521b, c4e3, 91c2, 83db, eed7, 4fdc, a8c3, b742, 92b0, b4d3, 9f2a, 47ed, acadia14_589h, 4659, 0318, ecfb, ecaade2014_012n2, acadia15_483j21, 2561, 974f, 1582, acadia16_130p9, caadria2016_353s15, deb5, 43ff, 14a8, 28a9, 4301, f853, e773, e418, b904, 7ad2, caadria2015_124h20, c7bd, f7d3, 893c, caadria2015_213h33, 952e, 5a28, ecaade2015_287j63, 65e0, 4aa9, 1d68, f8aa, a384, acadia16_154l11, 72b8, 340c, sigradi2016_522v, 1163, c73f, d298, ecaade2014_204v52, ecaade2016_243v64, e2f8, f81a, 086f, 8342, 0760, eb45, acadia14projects_81m, sigradi2014_339v7, 82da, 067a, 27f8, c2b9, 1222, ed70, 7353, fe95, 30da, e7d8, 4e3c, eee5, ee39, ea99, 719e, be8b, f9d1, a621, 641b, 2fc5, ecaade2015_155i32, 7994, fe84, ijac201412203a2, 5afa, 813a, caadria2015_176l26, 7eb1, 156c, 1862, 1079, 23f6, 93bc, 5bca, 7c94, e16e, acadia14projects_145ab, dff3, 0afc, ecaade2015_284m61, 93b6, 85d2, 6c38, 2149, ijac201614401c1, 778b, 4a5d, aee3, cab2, caadria2017_165i41, 64fb, 5dba, 1ecd, 00cb, 0ca0, 2edb, ba54, 49e1, f355, 1811, b495, 9587, 72af, 73c8, fa5c, caed, a45a, 74c6, acadia14_237as, 26d6, 5f1a, 140f, 6eda, 1fe5, 2c69, 8357, 1f41, sigradi2013_117u, 1885, 2543, 4878, 5f7b, ce09, 3e18, ae4e, 42c9, 466b, ascaad2016_041j16, bedc, ecaade2014_029b8, 36e7, acadia15_57u1, da99, 4a5e, 3f08, 6c39, ijac201614207u11, 06e6, e002, 5c13, 2fe7, 7f42, 7899, 7ae1, 4d55, f604, ecaade2013r_018n9, 785f, f286, 18d6, acadia14_699t, afca, c3fc, 3bd8, ecaade2014_168p41, 34b6, 2b03, 6843, af6d, bc79, e3a2, 18d1, 32e5, e393, d98b, f16f, e30e, 7f33, 0f82, 6167, caadria2017_110h29, 1019, d7d1, ijac201614101g1, 3de8, f96c, ee7c, f8ec, 1a6b, 898a, ecaade2015_138n27, 605d, 389b, 656d, ecaade2016_ws-foldingt68, c98a, a9f2, d692, ecaade2014_139f31, 044b, ijac201614309m6, f43a, 46ab, 16ce, 5f8d, a598, 645c, sigradi2016_467t, ijac201513101k1, a374, 39e8, eee3, dff4, 3705, d2bc, be62, 3c15, ba37, 96d9, d72e, e275, 2779, 0b26, 43f7, 3c7c, e4d4, 0694, sigradi2016_360t, 8899, d667, ad84, 8e5a, 20f0, b60a, ee95, 3e66, 9e6f, 8bd4, b32f, 380f, 2cbf, 2bb2, e278, acadia14projects_189am, 416d, d423, a947, ccdc, caadria2017_101k27, 0c2a, 0923, ecaade2015_298k65, ijac201614406i4, a425, sigradi2013_387, 5876, 38c7, ef34, sigradi2016_369c, caadria2016_507g21, 3a6b, 2899, 8d5e, aa75, 3f90, 12f7, 6b6e, caadria2015_081o12, 66c9, a490, e0ce, 36bd, 7b58, 8e77, 9f3b, fccc, fd7d, 6517, 3716, 6b1d, dcaf, c928, bbc4, 81d1, ijac201513303b11, 741f, e810, sigradi2014_047l4, b42c, 7dcc, be32, c768, c922, a463, ijac201412201r1, caadria2017_067m21, 130d, 47e6, ecaade2015_297e65, 8c2e, 29c8, d380, 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caadria2016_157u6, ascaad2016_042v16, 9f2e, 5e08, cb75, ascaad2016_009i4, 7cd5, 9c85, 5e58, 9757, bc05, f4ce, 5412, a941, 3144, 7a6b, 8be6, 5e39, ijac201412201h1, bee2, 2808, caadria2017_052v17, caadria2015_209e32, 27ae, 3ead, 5774, 76a2, cfeb, 35d0, 68db, 6bd7, dc1b, ecaade2015_152u31, ascaad2016_045n18, c012, fe0d, caadria2017_016u6, 81e0, 9ea2, 3eca, sigradi2014_276z2, caadria2015_145u23, f5a2, 3208, 0e45, 6479, acadia14projects_409l, 1e33, 56d4, 0f64, b3a8, 49e7, 8645, d7e7, d0b9, ecaade2015_171i36, 414a, sigradi2014_074b6, ecaade2016_095d26, ecaade2015_21x3, 3c33, 6962, ecaade2014_100h23, 4c19, 3e03, 0391, b4ab, a7bb, sigradi2016_407r, 1dfa, eee6, dddf, 99f2, 918a, 8b8d, d30b, sigradi2014_330j7, eb6b, 25d8, f157, sigradi2015_sp_2.112m29, 6407, ad9f, caadria2015_061k7, 5bbc, 7988, a09c, 63dd, 8f2f, 86bb, e757, 65c4, 8913, 4cfe, f4e8, 9fdd, ecaade2014_121p27, 9577, cf59, 33c7, 90cc, 3c8f, ijac201614103o3, d895, ecaade2015_86k17, afe5, 7e9d, 87c4, 86d1, acadia15_483y20, c077, 7944, 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