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

authors Kuffer, Monika
year 2003
title Monitoring the Dynamics of Informal Settlements in Dar Es Salaam by Remote Sensing: Exploring the Use of Spot, Ers and Small Format Aerial Photography
source CORP 2003, Vienna University of Technology, 25.2.-28.2.2003 [Proceedings on CD-Rom]
summary Dar es Salaam is exemplary for cities in the developing world facing an enormous population growth. In the last decades, unplanned settlements have tremendously expanded, causing that around 70 percent of the urban dwellers are living now-a-days in these areas. Tools for monitoring such tremendous growth are relatively weak in developing countries, thus an effective satellite based monitoring system can provide a useful instrument for monitoring the dynamics of urban development. An investigation to asses the ability of extracting reliable information on the expansion and consolidation levels (density) of urban development of the city of Dar es Salaam from SPOT-HRV and ERS-SAR images is described. The use of SPOT and ERS should provide data that is complementary to data derived from the most recent aerial photography and from digital topographic maps. In a series of experiments various classification and fusion techniques are applied to the SPOT-HRV and ERS-SAR data to extract information on building density that is comparable to that obtained from the 1992 data. Ultimately, building density is estimated by linear and non-linear regression models on the basis of an one ha kernel and further aggregation is made to the level of informal settlements for a final analysis. In order to assess the reliability, use is made of several sample areas that are relatively stable over the study period, as well as, of data derived from small format aerial photography. The experiments show a high correlation between the density data derived from the satellite images and the test areas.
series other
email monika.kuffer@oeaw.ac.at
full text file.pdf (7,449,343 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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5c2c, 5358, 0eae, bbd7, 1c14, ecaade2016_118n31, 9faf, 9a5d, 7f0d, f180, 091f, bd6e, 5bd3, 2bf5, 40c8, caadria2017_132i35, 43fd, 372a, 5c54, 2c85, 1dd3, 32bc, 22b6, 3137, 3e27, 057c, 5602, caadria2016_229v10, sigradi2016_479dd, b2ba, 8325, 730b, sigradi2013_195z, b489, e1cb, a21f, e4be, e0e4, acadia14_531u, 1481, ascaad2014_018e2, 6070, 71f2, c6b5, 9089, 02f7, b53e, 8a91, e9e9, ecaade2016_154k42, b6e5, e2a9, ab44, acadia14projects_145z, d259, dfce, 5343, 31cb, f72c, 057d, acadia16_414y24, f723, c7ee, acadia15_451h19, caadria2015_030e4, b96f, e9ed, 2a4c, acadia14_699b, f6b8, caadria2015_070y8, 2472, bab6, 2f85, acadia14projects_153an, b728, 5963, c2d3, sigradi2013_397b, ijac201614201f6, c1d2, 46ba, e058, 23a2, 8541, sigradi2014_047j4, 85ec, 0214, f239, 1742, eaa6, caadria2016_539a23, 67e0, cce5, 5233, b918, 560d, 358e, 5246, ijac201614105o4, bd0c, d85e, b7be, caadria2017_113x29, 30b0, 6b19, 042e, 1252, b629, addd, caadria2017_003a2, bbe9, 971d, f7b1, caadria2016_861d37, e14a, d5ed, 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ascaad2016_028u11, 786c, 002e, 5a6d, 05c5, 0c31, 9d46, 5a52, sigradi2016_507vv, 0c8f, 3297, dcd2, 725e, 4943, 2944, fe83, 00bb, caadria2017_067m21, 0269, c4bb, 6ef4, 8bea, fa5b, 7161, ecaade2015_196a42, 69c5, 9443, 1070, 6126, 0aa7, ecaade2014_141f32, 1a89, fb86, 2349, 827e, 91d5, 212c, ecaade2015_279v60, d468, 2180, fe99, b890, c9df, bfbd, 88c8, da55, 694f, cbc1, ecaade2014_195m50, b969, c480, 53bd, acadia14projects_23z, 7204, c9c0, ascaad2016_042v16, 5665, 864a, 30b9, c7f0, c428, 5991, sigradi2016_724vv, 1b2f, sigradi2013_95r, 9a81, c92c, e7cd, ecaade2014_144w32, 30bd, sigradi2015_11.142h25, 31a8, ecaade2015_284x61, ecaade2014_111p25, 31a3, f2dc, 322b, 1713, 5e19, 1085, 76e1, b32c, 32d0, 9dc0, 7f01, 10ff, sigradi2014_239g9, 1b3a, ascaad2016_023r9, ecaade2015_225n49, 54a1, 42d0, 53e0, 3d3f, 55ce, ecaade2015_22m4, dd71, ijac201513203v6, f286, a73f, 7178, 2364, dc01, b442, c7ca, a96f, a985, 3f9f, acadia14projects_333ax, 4ead, 986d, 59cc, 5834, ede7, 394d, 0d3b, 608e, 0ba2, 3d1b, 89b5, e6ac, 4df5, 6cb2, 50f2, caadria2017_147u38, bdb8, a429, 7140, ecaade2015_217y47, f061, 7c5f, 9a8e, 3321, 9a06, 5998, c40d, 52d7, 163d, caadria2015_081k12, f51a, 083f, 00b1, 38bb, 7692, ecaade2015_53p9, 1a29, sigradi2016_522u, 9f50, ecaade2014_195p50, 820c, 6ad0, ae3a, 4426, ecaade2016_191h51, 292c, 14cf, sigradi2016_817n, c0e8, c2ff, 2628, e6c5, ecaade2014_139g31, ijac201614204n9, 1456, 02d1, fa54, c735, caadria2015_208h31, acadia14_125af, fb7a, d248, 0150, 6732, caadria2017_127d34, 1df5, 9337, 69c9, sigradi2014_049l5, ecaade2015_233e53, ecaade2015_278n60, eed9, c607, 25d0, 0f9a, 665c, 3812, sigradi2016_815w, f906, 5b4b, b780, 8621, 836b, ascaad2014_029z7, 3262, sigradi2015_sp_10.16g31, 8355, beed, acadia14_627al, 4d50, 8b2b, eef7, 7a0d, 30ad, 41e4, 590e, 20bc, ae34, ijac201614307f4, dcc5, 3cc7, e067, 70a0, e28d, acadia14_719i, b35f, sigradi2016_817l, ecaade2015_109t20, e509, dae8, e087, 64c6, 05ec, 5b0e, 081e, e826, c867, 5897, 0741, ecaade2013r_019j10, a8da, sigradi2016_815nn, 5d3f, 8833, 2edf, dbda, ecaade2014_072i18, df87, sigradi2014_151c3, e4c4, b0b7, ecaade2015_193h40, 7e04, bcb9, e4c5, caadria2017_056f19, 3de3, fcc6, 9f7d, 8b27, 4ff2, 30ef, e482, 1a58, 3fa0, fc03, 5e8f, db6a, 32f8, 20eb, 8510, c277, bf7d, ecaade2015_155x32, acadia15_110v3, d26e, ecaade2014_072m17, e43d, 1579, 0320, ddba, caadria2016_425h18, 7ea9, a6b4, 3ba7, caadria2016_703k30, 819c, 670f, a4e1, 5555, df4b, 1f96, caadria2015_081p12, ecaade2016_037c10, a80b, 74ba, 9f76, 7951, 77e2, ee68, 0f46, 91ca, ascaad2016_044s17, f3b1, 3500, ecaade2014_198l51, 11b3, 08a0, 2dd2, ijac201614104v3, ecaade2014_112z25, b1a0, e14d, 57dc, 9eeb, a8ee, 44f3, e9e3, 3bde, 561a, 5ec1, 5fea, 5d1c, ecaade2016_042l11, fed9, ff6d, 9cf0, 6dd6, ecaade2016_120j33, 5048, af79, sigradi2014_265y1, 167f, bded, ascaad2016_048j20, 5819, acadia14_53r, d86f, 99c1, bbb8, 3b9f, 77a4, afac, df5f, acadia16_124b9, fed8, 6a65, fd44, 4e3e, 9e49, 3015, 3f3f, a749, 7f70, ijac201614208h14, f919, 6f35, ecaade2015_84v16, e198, 3613, e26e, b895, 6720, fb2d, d181, 4277, a467, a803, 0efd, 2712, 9269, 6f4c, 229c, 4190, caadria2015_108x16, 9f60, 0db4, e7c5, 5416, bb68, 0d52, 8e73, c1ba, e010, c993, c512, sigradi2016_544c, 4772, ecaade2015_113p21, cff2, 800e, 38be, 90d4, a2a9, ecaade2015_285r62, ecaade2014_011c2, ecaade2016_126o34, sigradi2014_289h4, e6a1, sigradi2016_530hh, 37f3, 3896, 01e9, b9ff, f420, 52ff, 4554, 3e08, cffe, 0d1f, 460a, 3c7a, e479, c865, sigradi2016_752nn, e2e1, b1de, d93a, ecaade2016_167r47, 06df, 5bb3, d6b1, 4b13, caadria2017_142b37, 0572, ijac201412204y2, 9dda, fa14, 1897, bba9, f18e, 5d2a, 928d, a38c, 32ff, 28e6, acadia16_12r1, 67b1, acadia15_57i2, 851b, ce2d, sigradi2014_049i5, 865c, cfbb, bc03, 84ae, 16c8, cfec, c334, caadria2015_139e23, ecaade2016_078k23, caadria2015_016m3, e391, b51b, 4075, 9d60, 8983, sigradi2016_673dd, ecaade2016_011x2, ecaade2016_165t46, 8cfd, ec58, acadia16_244s15, cdb5, 807e, 40cb, d1b4, 87f1, c868, ebdb, 4ef0, acadia14_463d, d28c, f756, e31c, 6eb6, fdee, acadia14projects_655aa, 3e90, 43d6, 55e3, 9841, 7b81, 0b0a, ecaade2014_230s59, sigradi2014_299d5, 71fa, eb1d, d094, 962a, 4e7f, 6365, ef6e, ac2a, ec0f, sigradi2015_4.52m6, b6cb, ecaade2016_ws-dleadi68, 1410, 0a2d, d59d, sigradi2014_212k7, df29, 00dd, 0a09, 1711, 6f47, ecaade2015_227g50, 4386, 4852, 6c2c, ascaad2016_042r16, ijac201614204w9, acadia15_57l2, eb53, sigradi2013_41l, a8d1, 1233, f4a0, a20f, 9250, 097a, cbf3, 92cc, 4400, 3186, 7ea4, 657a, ijac201614309v6, 49ff, caadria2017_132v35, 3df5, 621c, ijac201412407w9, acadia16_440j26, 602f, ed3f, e2d2, 26a0, 8a19, 984e, 1622, 1a96, b95a, 0da0, d27e, sigradi2013_184z, 4162, b8f7, 5d42, 7fd3, 150c, eae9, acadia14projects_153al, efd0, 6b45, 6936, a95b, 506e, acadia14_479az, dfa1, 23aa, 0c45, 9d62, 9c7e, ecaade2016_234w62, e3fb, sigradi2015_3.221t4, 5009, 9e94, ecaade2015_196u41, 7bad, 3aea, ecaade2015_215o47, 7da2, 6c76, 25ea, c687, 0828, 3e62, a081, 4954, acadia14projects_33ak, a765, acadia14projects_75a, caadria2017_129m34, bc77, d241, 7f3e, d1e5, a411, 0d91, cf67, ff5f, bc72, 0c32, cf2d, 6975, fcb8, 17ca, 9f73, acadia16_98g7, 3d6a, b30b, ascaad2016_022c9, 33aa, b01f, b1b1, 8fa9, ee7e, a42f, c3e3, 2fd5, 4c81, ascaad2014_018f2, de45, 6444, 75e9, ascaad2014_022p4, bf8f, e55e, 1dfe, ecaade2013r_006z4, cd95, 1f95, 23eb, 4777, acadia15_513t22, a375, 6ba3, 7d50, ba78, ijac201513302w9, 6e9f, ecaade2015_287i63, a838, ef63, sigradi2016_408aa, ecaade2016_197a52, 2e95, ae77, e168, 5bee, d7d4, 3b4d, 91da, ecaade2014_157v38, c375, ba9e, dfb6, caadria2016_291d13, 81d5, 9552, 9c92, ecaade2016_021d6, 86a2, 1d9d, 3037, 222d, 3a3c, b6ae, 0d10, ce7b, 2ada, 230f, acadia14_125ad, fb1e, 1c3b, ecaade2014_144b33, a5fb, 1680, 107b, e505, 2816, a8de, fefe, ba33, 21d5, 86e8, ecaade2016_123a34, baf8, 4002, 27e8, 38fc, 89a8, 54bd, 49d7, 5559, ecaade2016_110f30, 48d0, 7dee, ecaade2016_027d8, 6a6d, 5d6f, 6fe1, acadia14_389f, ecaade2015_61z11, 5149, e723, ef7c, 0a67, 01ce, 51c6, 4e81, ecaade2016_222b58, 8555, b8e6, 9d1a, ijac201412402y4, 10a5, d2ef, 37fc, b38e, 51b9, f43a, aada, d4cc, 2b98, 6d08, 8665, b025, 4f74, 4a5b, 420c, b54c, 1a76, ecaade2013r_004b4, 1a60, ecaade2014_180x44, 9ecc, 8f59, a01d, 6c79, f110, 4f1e, cd64, 7c31, def4, sigradi2014_345s8, 8850, d7e4, 4a06, acadia14projects_601x, 878e, 6923, 1352, sigradi2016_455g, c6b6, 8d68, 4aeb, 410c, a642, 13ba, 817c, e3b5, 7374, 5923, dcd1, b504, 8ed3, 8a61, 36e0, ascaad2014_034k1, 148d, aad9, ecaade2016_198h52, e863, 7736, 4b0a, be68, af5b, e15b, 8fb8, 260e, 1a3d, 1d9b, bb67, aa74, bd2b, e9a6, 5bd0, 9f26, 2458, 3830, d170, eb94, 64df, d767, f8ba, 95db, ec75, 5623, 2730, c841, ecaade2016_ws-dleadp68, 6961, d4a1, b2a4, 9b5d, 3e53, 7d91, 0aac, 4c27, caadria2016_013f2, 43b4, d1e6, 30a7, 9b82, 962e, 46c3, 7338, 1dcc, 0f6d, 3e3e, 087c, 59fb, 07e4, sigradi2016_448m, sigradi2013_390t, 0729, sigradi2013_397d, 75b1, 39a2, 080c, 7edb, sigradi2015_11.196g26, caadria2017_132n35, 36d2, e49c, 9b9b, edec, 1268, ecaade2014_030m8, 2e4e, 2420, 0115, afb6, ee29, c3f5, 4c47, e784, 3e10, ecaade2016_167y47, a361, 414b, 6ff5, 607b, 21a5, bfdd, 16aa, ijac201614201f7, cd07, 6596, acadia14_609af, 6538, 4086, caadria2015_032a5, 7ec5, d606, aeaf, 4834, acadia16_344o21, 0a70, cfee, sigradi2015_10.309j22, 718e, ebf5, 66fc, d179, e7be, caadria2016_663v28, 1f85, 38bd, 542e, caadria2016_281f12, bd37, acadia16_280z17, ecaade2016_073h21, 4e8e, 620e, 3946, d862, 1c7f, b17c, d245, b023, bd88, b98d, 9071, c84d, 6487, aedc, ee80, cb53, 8f81, ijac201412408y1, 1389, acadia15_263z10, 5bd9, 3565, 0d66, caadria2016_797x33, ascaad2016_028k11, 6893, caadria2016_425e18, f3ea, 7624, caadria2016_457k19, 7a2e, 734e, d323, 61ba, acadia14projects_291c, f395, 103a, 9dae, 9658, 627e, 546f, 0f8b, sigradi2013_303g, ecaade2015_271z59, b21e, sigradi2015_6.42b8, 2fc8, 7036, caadria2017_048g16, 9e51, ascaad2016_048k20, caadria2015_073m10, caadria2016_517x21, dd7e, d45e, ce55, 8c8e, 0b00, b659, 00f7, ed08, 14ab, caadria2016_023r2, 8f18, dd8d, 212e, faa8, c934, b357, 1bab, 2a83, 6b13, 8a4c, sigradi2013_10, 1fda, bf5b, faf1, 4c97, 5644, 4175, ecaade2015_309x67, 237e, 4290, 42b9, 48d9, a37f, caadria2017_003e2, 18c2, d119, caadria2017_070s22, cd35, cf80, 2e45, ijac201412301v5, f543, a206, b85c, ecaade2014_072m18, 6973, 429d, f4d1, 927d, 47ec, 841f, ecaade2015_21e4, sigradi2014_239d9, c984, 2bd7, acadia14projects_63aa, c711, e56f, acadia16_140j10, 6997, 7434, f865, de5f, 5202, f3cf, 67fc, 2170, c2fa, c40c, 3d73, 9c78, a1a4, 43cb, sigradi2016_602e, 6b3c, 3cf1, ab01, b41f, sigradi2014_048u4, 8b2f, 756d, 76d4, 133e, acadia14projects_409n, 5403, 7ba3, 7cac, caadria2016_487k20, 50d1, 52c7, acadia14projects_101s, caadria2016_177e8, 36e9, ecaade2015_77v14, 8721, b950, 1acd, 98a2, 5462, af09, 998a, sigradi2015_sp_12.402v31, 4cd5, a7d1, b007, 04ca, e716, b794, b4ea, 4b3b, ce2a, da7b, caadria2015_124a20, 75f1, ecaade2014_240i62, 930a, dd32, ijac201614408k5, ecaade2016_113z30, acadia14projects_609ak, ecaade2014_121o27, 3850, 6064, 63c7, c861, d33a, d71c, c955, 0545, e0f7, f619, d70b, bbb6, aebd, 4080, 51c7, 9732, ijac201513202h6, b2f8, eb24, b42b, sigradi2014_330m7, 0894, ascaad2016_051d21, 5d0a, 8f63, ce34, ijac201412303x8, 6a03, 8569, ecaade2014_176f44, 1fbb, 85fd, f87b, caadria2015_213l33, 2052, sigradi2013_74f, b974, 726a, 67fd, f7e6, ijac201513205n8, 3ab1, acadia16_12e2, 12d6, 7cb7, 3680, 2326, ecaade2015_334p72, 5a20, 8dc2, 7017, acadia15_357j15, d425, 286d, caadria2017_081r24, 3def, 0784, 6e10, b52c, 9983, c9de, 16b5, e9ee, 41fa, bdec, ac4d, ad43, 5de9, ecaade2015_221p48, 6d13, 7a21, 6393, 2ac8, 6ca8, acadia15_57w1, 916b, 523a, 35e6, ecaade2014_237g61, 36b9, 4afb, 2bb6, ed7c, 2b03, a56a, 51e1, 027c, 85ae, 53a1, acadia14projects_719l, 9634, b5b3, e2ac, ecaade2014_089l21, 9cd7, 70e7, 74ec, ecaade2016_216b55, 78fa, ecaade2014_138f30, 6558, ecaade2014_204f53, be8d, acadia16_140a11, 3c67, ijac201614303v2, f764, 0731, fdab, ascaad2016_058f23, 8aec, 07f8, e080, 6329, 40e4, 7091, 7e37, 1fc7, da8d, 8e90, 3711, 5cfd, 9f33, ecaade2015_180z38, afcb, 4c8d, 5047, ecaade2015_233x52, 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ecaade2015_158i33, 8ad0, 7180, b0f8, 7895, ab88, ecaade2016_230s61, f9c2, fadd, 8658, f1d4, ac28, 6373, c84c, 9dc5, 94fd, 16b3, ecaade2015_170y35, acadia15_251g10, e9b5, 6656, 0a41, fe10, 4c3f, 0098, sigradi2016_512c, 7a1b, ecaade2016_130x36, 7a50, 7121, ecaade2014_168s40, 5cb9, 9e11, acadia14projects_627h, d855, 3c6a, f201, 4551, caadria2017_067s21, 4191, 3f58, 13f9, a921, d75a, 87f0, 0a88, ijac201614402r1, 4164, f1c1, sigradi2016_510ww, 8980, 3e6b, caadria2015_194p28, b470, ab53, a87e, d930, 4b56, c85e, ascaad2016_042s16, 4ce7, 09ea, cedd, 1df0, sigradi2015_sp_8.326t30, 4325, 5470, acadia14_609as, 576c, bd19, 877d, 09b9, 0185, ecaade2016_074u21, a46d, 5dcc, 1365, f9ff, ijac201412402x4, 5ef8, 4b5a, 4c7a, ecaade2016_094v25, c1c5, ecaade2014_173i43, 442f, 2586, 681f, ascaad2016_052g21, 799f, b8b0, 0bcb, c247, 0af7, 54d6, acadia15_81t2, 527c, ac87, f324, e76f, 3590, 0d6b, d029, acadia15_123x4, 0595, 7fe7, acadia14projects_565s, c328, 2825, sigradi2013_389m, ecaade2014_149l35, c66f, 6251, acadia15_137k5, 331c, c345, d00e, 95ef, ecaade2014_225h58, 7c6d, 4a5d, 4b46, 000d, bade, acadia15_357r15, ecaade2014_100f23, 7761, b0b4, 7e76, ea4e, e3b1, 98e7, 087d, a9c9, bee7, c6ef, ijac201513105h4, a12b, 7857, sigradi2013_271l, 68a8, sigradi2016_356g, sigradi2013_41, acadia16_34b3, cb9c, 9b5a, c383, 1958, 84e6, 44ee, 2592, 92c9, 0e68, ascaad2016_054y21, 0ffa, 0aff, 685a, 9485, acadia16_362p22, ijac201614307s4, 03f6, 12f6, 718b, 38c7, 7611, 12e5, 87f2, a052, 3d45, ecaade2015_61i12, 19bc, 797d, 102a, 867b, 0311, caadria2016_281d12, bf59, 1565, 5742, d77f, acadia14_339ab, sigradi2014_330r7, b00f, 7c9a, 6f63, 3ff9, 3bf7, 3795, ascaad2016_035n13, sigradi2016_635i, 22c6, ffa3, 1236, 7683, b690, 4298, 978b, f2ee, 4e78, 3463, b129, 4c41, d438, acadia14_23ab, 4abb, c849, 872b, 67df, d495, aac0, 4d5a, sigradi2013_295c, d096, sigradi2015_9.270f17, 1bf1, 68d8, ffb9, ab84, sigradi2016_385tt, abab, ecaade2015_286y62, ecaade2015_61e12, 6894, 40ab, 9f10, f276, sigradi2014_345l8, 97ad, b4ca, fac1, acadia14projects_267p, ac58, 2a03, caadria2015_049y5, 8ad8, 018f, 178b, e7e8, 61b1, caadria2015_099s15, 3dac, 2d7c, 6582, 2cb4, c392, c23b, 1519, ba35, 1d9e, caadria2016_819o34, fe6c, d6b6, 3eb9, 0498, 38a6, 7392, ijac201513302n10, 0f50, b4b8, 352b, caadria2017_079y23, d3ae, 709a, 68ab, acadia16_62p4, ijac201412302f7, acadia16_280j17, 12bb, 242b, 1f37, 3fed, 86d0, dbde, b763, 0930, 37e1, 2d22, 45b6, 2709, f21b, acadia15_195x7, 69ca, 48e5, caadria2017_163b41, 6139, 28f2, d670, 55dd, 9163, 0797, 1118, 34ca, caadria2015_030d4, 4fe2, ecaade2016_094u25, ed8d, 60f9, fa19, 0879, dab7, bbae, 1eb2, da64, a49e, 13f1, c433, 0669, 5404, 2a75, 9c13, 7d79, 624d, 72a4, 79ff, ecaade2015_53x8, caadria2015_213m33, d22e, 402e, 23f5, 78b1, 3ed8, caadria2015_130j21, 528f, caadria2016_003c1, 2217, 0724, ijac201614205m10, acadia14_81o, 887d, 6300, 9f37, 091b, 160d, 1867, ecaade2014_057t14, 3dd3, 9470, 9099, 40e7, a674, 22b4, 0c21, 5988, ecaade2015_314b68, 8915, 3ba9, ccc1, 1c3a, caadria2016_755k32, e85e, 7fa8, acadia16_344n20, 3c7e, 6b5d, bb8d, 6bd3, 70d5, 8758, fd4c, 7174, ecaade2015_144c31, ecaade2016_006a2, 4b05, 94cd, da81, c1ac, ecaade2016_217h56, d360, sigradi2014_018m1, 41d3, acadia14_101s, e3df, 0d3a, caadria2017_124p33, 709c, acadia15_343a15, a5ba, 9861, 6587, 8f29, ecaade2014_057d14, caadria2015_108s16, ff98, 2d52, 7a84, de78, 2b7f, be06, 6f3c, f8c7, 3401, 48cc, acadia16_372b23, acadia14_153c, ecaade2016_ws-afuturep67, 28d1, d89d, 08e2, 1b92, b81c, c718, acadia16_88y6, 6ba2, 9147, 5c45, 9214, e4e9, 4c9a, 651d, f7f9, 75b7, 3472, 0875, ecaade2015_92o18, 336d, 434e, 3cac, 52af, b1c9, 5b30, 013f, ecaade2016_018u4, caadria2016_197m9, 203b, d3b1, 558f, acadia14_81j, 5c56, cb5a, 6d30, dc22, acadia14_101ag, 9d0a, ecaade2015_143i30, 649c, 391a, 748c, e724, 0088, caadria2016_851d36, 2eb6, e47d, 7c16, 95c5, a6d6, 9b40, 28a0, 8750, fd8d, d9d3, 1faa, ecaade2016_191b51, 6c1f, d94b, 745c, 1793, 73ea, 584b, ecaade2016_222w57, 8994, 904e, ijac201412408i1, 053b, a1dd, 62d9, faec, 9ebb, ascaad2016_031l12, d4ed, f333, 4926, 04b8, b4be, 999a, ijac201412403f7, bcee, 60f4, e33c, c8d5, 9078, e7df, caadria2015_114u17, 0c03, 7fc3, 5313, ecaade2016_224w59, 33ed, ecaade2015_138n27, f0ae, 033d, 9026, cfea, 7644, 6811, ecaade2016_057l14, e97d, 65cc, ecaade2013r_002w1, 85b2, cb4b, sigradi2014_151n3, aec1, 8254, acadia14projects_479u, 455e, acadia16_116z8, 17c5, ijac201513303d11, 5a7b, 5dc4, 836d, 10da, 8ad2, b64f, ecaade2016_224o59, 97fb, caadria2017_027s9, acadia14projects_153as, f7a9, 5f11, ecaade2014_168n41, 5be4, b28b, 5de7, 6dfb, a326, ded4, sigradi2015_10.307o21, 9bbb, 12b7, bc23, caadria2016_517c22, 5fda, 3087, 84b5, 0555, ecaade2015_136p26, 7540, 45d8, b716, 2c8e, 1af7, bb20, b232, 08e5, d797, 369b, faf5, caadria2017_048c16, 41a9, a7a8, 2761, 5eb4, ijac201412408h2, 53e8, ecaade2016_018c5, 9823, e3da, ascaad2014_020r3, 6949, 312d, f0d7, 4edf, eb9c, 1be5, 2678, 3a29, 53e6, c7c8, acadia14_609an, 80c9, 9a75, dd96, 1c8f, acadia14projects_177r, sigradi2016_816xx, f1c8, 3b99, sigradi2013_112f, 5258, 8dd1, e69a, e802, 0dd9, sigradi2013_100i, ecaade2015_196n42, acadia14_135y, 25d9, cf99, cbe2, 740c, 6d31, fb8d, 4142, acadia14_33af, 74df, 660c, caadria2016_683t29, 78c0, eecf, 6e2b, 58ea, a024, 465f, 72f2, 7b3b, 271e, 82de, a084, 675e, 6fab, 1c4c, db51, 0cf2, 5d0d, f808, 8294, b5cf, f88c, 16e2, f12e, 3f60, a56f, acadia14_63ab, a76a, 13f5, f65b, 2b1b, sigradi2016_430n, 280b, 2d8f, 5b23, e07e, c9e9, caadria2016_517v21, ab95, 864c, b42f, 13dd, 1afc, 783b, caadria2017_113e30, sigradi2013_390z, b35a, acadia14_399ak, 899f, b68a, 79ee, 9a69, sigradi2015_2.213u1, b34d, ijac201412403e6, ff74, 3d1e, 2601, 24ad, a321, e81c, caadria2016_405j17, c04e, 54ef, 072f, cc49, ecaade2015_35p6, 16f6, 8a60, ed5f, feb9, be40, 69cd, ecaade2014_038e10, sigradi2014_313y5, 2283, 8c32, ascaad2014_026u6, 59b6, ecaade2016_171e49, a8a7, 1ea9, 7c6a, 2532, 2196, b7b6, caadria2017_016k6, a741, 81ff, ea5e, caadria2015_096m15, 319d, ecaade2014_224o57, d8fa, ijac201513104s3, acadia14_247h, 8218, 4020, 6d4b, 616e, ecaade2014_094r22, caadria2015_114a18, acadia14projects_365aj, 2481, acadia15_223l9, 898c, 4daa, 25a1, 5002, 9822, a292, ecaade2014_021t5, b722, 8f10, e318, 4f0b, 3692, sigradi2014_249n9, d2e7, 467c, 2f50, ijac201412205r3, c5b3, b09f, bcdd, 96c2, sigradi2015_11.165s25, ecaade2016_071m19, a153, 2177, ad7a, ecaade2016_091i25, c590, acadia14_117aw, acadia15_333z13, 501b, 15c9, ff1c, 41bd, sigradi2013_311k, 4857, 70b3, b67b, 304b, 0e39, c2fc, caadria2017_174y42, ijac201513305g12, 3982, 9bd3, 8618, 0630, f430, ecaade2014_010l1, ecaade2016_221z56, 50e1, eec1, caadria2017_147t38, 6f98, bb03, 3521, ecaade2016_036m9, 5db2, caadria2015_213p32, ascaad2016_023d10, 7105, e31f, caadria2017_104c28, 974b, e4e4, a3bd, 541d, bc1e, f3e8, 5f0b, caadria2015_130g22, ecaade2016_033c9, e504, 4bba, f648, f065, acadia16_460u26, 8531, ascaad2014_029l8, d97f, 443c, 8279, acadia16_344l21, eb62, 4543, 0fd6, 8dfb, 3d8e, 51f1, a0a7, 844d, abc1, 8c41, 4289, 853e, 3ba1, c40a, 6282, 6523, a1bb, d5c8, dbad, ee0d, 2881, fe2b, sigradi2016_814e, dc2b, 9858, 236e, ba4f, ec92, d414, ebe2, ea6d, 4cb4, 1d72, ascaad2014_022d4, 9f5a, 5c6a, e5ba, cf7c, a0c1, 48e8, 84af, caadria2016_631e27, sigradi2013_189o, cc68, d25c, e255, 1cc5, 08ad, 925e, acadia14projects_375n, ecaade2015_158m33, 3879, 1a81, cd27, 196a, ijac201614202h8, 825d, a9e4, 444e, 008a, ecaade2016_023t6, 3c2b, b633, ff41, ab05, 99ac, ebde, d653, c712, d0e7, f432, 45ae, ijac201412202z1, 076b, caadria2015_226x34, 4a25, caadria2017_183j44, aedd, ecaade2015_229m51, ecaade2016_119v32, 3622, 5d31, 6525, 2d3d, 447d, caadria2016_579o24, 4f0e, 819d, 8d02, 4aca, 578a, 7093, 39b4, c93f, ecaade2014_016f4, 4e3c, ecaade2015_195k41, 2e5e, 93ca, be7b, 1b1b, acadia16_362t22, 1dfa, ijac201614405f3, 22d2, f0b4, f981, c57a, caadria2017_080j24, 2338, 7ca0, b13c, 0820, caadria2016_683s29, 6164, 7cdd, ffd4, 5c2d, 1aab, 5deb, 47ab, 3f36, 74bd, 98db, 69f1, acadia16_116x8, ijac201614102d2, 527a, 1ae5, 6c4d, bf4f, ijac201614208w12, adcf, e349, 6b4c, df7c, 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acadia15_223k9, sigradi2013_429o, ecaade2014_186t47, acadia15_357s15, 28e2, ff30, d0ed, c896, 16d6, ecaade2015_225l49, acadia15_333u13, 1619, ecaade2013r_020r10, 38fd, 3c27, caadria2016_045g3, 1c4b, 8ab4, 44b5, fbf7, 0de8, da9f, cddf, d5b6, d268, 2e64, ecaade2013r_009t5, ebc1, 09a0, d87b, sigradi2016_815z, a413, 39b3, d1d3, 0942, 3ccd, ecaade2013r_003n3, f3da, a62a, f5a4, e719, 7d37, acadia14_189ay, 0cf5, f54d, bc58, 87fb, sigradi2015_10.307c21, 3939, 80ce, 5bc5, b3e0, fdd3, 8270, 9a45, caadria2017_165y41, a5cd, 332f, 664d, d9c5, add8, 38c4, acadia15_451m19, 7ae1, acadia16_72g5, 8575, d300, 28f9, fca7, dc75, sigradi2016_814yy, b25c, caadria2017_048l15, acadia14_479g, 4c14, ec15, 5fd7, sigradi2014_074y6, 9c17, d0c6, 3b5f, b0ea, 56ee, d0ab, 9f18, e85a, 7c0b, e854, 009b, 8589, 217e, ecaade2015_230e52, e72e, 10df, 52cd, ijac201412403g7, 3275, 86c6, 26b6, 406c, 8061, 8fa0, dc99, 6b21, cebe, ijac201412408w2, 4bbd, caadria2015_210i32, 7b6b, cf9a, sigradi2013_366c, 6d28, caadria2016_033a3, 0296, fbc2, 07cc, bb48, acadia14_479z, 85dd, fde6, e1d5, 99c8, ecaade2014_185s46, fdac, 0ae8, be87, ef2d, ecaade2016_007f2, a00f, 89cb, c0b4, 5622, a931, bebb, c120, eb26, e74e, sigradi2015_5.384o7, ecaade2016_063o15, ecaade2014_224e57, 3766, ecaade2013r_002i2, d0d0, ecaade2014_050d12, 32bd, sigradi2014_103y8, 8e5e, 1c74, f1d6, 6b53, 1adc, 1de6, 8cbb, 6da8, c0e5, acadia14_655ad, sigradi2015_4.219z6, 641d, f6a3, caadria2017_051o16, 3e7d, 2c5c, 9311, acadia16_88m6, 8ee9, ecaade2015_143k30, ecaade2014_177r44, caadria2016_023p2, 3cee, 1b09, 2864, 9666, caadria2016_713c31, be3b, a302, 34a1, a401, 38f5, 2d17, 9277, 3d33, 59be, caadria2017_094a26, ecaade2014_149e34, 580c, 486e, 964a, sigradi2015_11.136k24, 61a0, 294e, b99a, 923a, d510, d757, caadria2016_611t25, 21bd, 7923, ff3a, caadria2016_601r25, 3553, acadia16_318g19, 2743, ae62, 72a0, sigradi2015_9.141i16, ecaade2014_149f35, ecaade2016_151g41, 5641, caadria2015_049i6, 4b57, fcda, sigradi2015_11.165r25, 265b, sigradi2016_654uu, edf4, 1933, ijac201614207g11, ea2f, 5a4c, 0210, 8e5d, acadia16_88f6, 31e3, b959, 5f26, 4750, ijac201614208i14, 18c3, 1e8f, 990b, sigradi2016_778rr, d521, 9cd8, 7774, ecaade2016_071u18, 1e34, 9fb3, acadia14_125y, 02b1, ca48, 9d29, 0e0f, c89d, 2394, b408, 73cd, ijac201614402t1, 5a7c, c4f4, 10e4, acadia14projects_435az, sigradi2013_285d, 51f7, 56ae, d937, ee13, a69a, sigradi2014_045h4, bdfe, 8220, 66ef, 6918, 3b8d, ascaad2016_010z4, a9b9, 58e8, fec0, 6367, b529, 0bf3, 0025, acadia16_440f26, 76de, 9706, 689d, 31e2, 8ebb, 6fec, 81a4, ecdc, 3254, ecaade2016_216a55, 2bc1, b36a, f374, c274, ecaade2016_132o37, sigradi2013_386i, sigradi2015_4.219b7, f6bc, 0229, acadia16_214v13, 3e7e, 827a, 9c71, a996, ascaad2016_010v4, caadria2016_829d35, ijac201412407x9, b115, 465d, 371e, b251, 04e2, a90c, e244, sigradi2014_144w2, a224, caadria2015_126u20, a725, ecaade2015_138g27, ijac201412303p8, 2b65, 5547, 646c, ad81, 7000, be7a, e7d6, 970d, 0526, a51c, 21e4, 4ca4, 1d24, dc26, ad85, e43f, 1dc0, ecaade2014_157d39, 24d7, 44de, c051, 447c, 1fcd, d8bf, 38e5, 5ed6, acadia14projects_103af, 9529, 798f, 5191, b362, 9405, 58ad, ecaade2015_155z32, ijac201614105e5, caadria2017_183b44, c285, 9dcd, acadia14projects_627as, 08d4, ascaad2014_004k2, 300d, ecaade2015_100s19, caadria2016_135b6, 87c1, ab3f, 4ece, ecaade2016_120b33, 3739, 519c, 2aa5, fa0b, acadia14projects_435af, 7ae7, sigradi2014_213a8, df19, 0a47, 54ec, a868, 2c33, 1905, fa0f, cbac, fe58, b6bd, d02f, 27b3, 8751, 6805, 51dd, 7959, ecaade2015_171x36, a54d, 49c9, 91bf, ebc6, 183d, 2d6f, 0cfc, a694, 2261, 31ff, e491, 6fc8, sigradi2014_132l1, 3d3a, 188c, bcb7, ecaade2016_028g8, 5932, ecaade2013r_011h7, 440d, 2949, c24a, 8681, 77e6, 56d3, b056, 6e04, fcab, e0ee, 9eaf, b8be, e133, ecc0, 5080, ecaade2016_225w60, acadia15_451a20, cb42, 1ecf, 6022, 9217, f274, 6024, 3817, 2b0e, 7046, 51a5, e87d, 3e45, sigradi2015_3.65v2, 07ad, acadia16_12f2, ecaade2015_196r42, ijac201614201c7, 55d1, 070a, 7085, b5c7, 9342, 738b, 518e, 6ae0, 5c70, 77b1, e179, 8e95, 417d, sigradi2014_316u6, bad5, caadria2015_213u32, 6e99, cfc3, 3b92, ijac201614305c3, 6f2a, 0dae, f85d, ecaade2015_138o28, 5c1f, 8858, caadria2015_188u27, ecaade2015_18g3, 27c5, 250f, 6fc5, 90ed, 6495, 31a5, af6d, 43ca, edde, 1be7, 455d, sigradi2014_345h8, ecaade2015_233f53, d8ef, c5ac, 4776, 6bdb, c9cc, ecaade2016_042f11, caadria2017_085e25, 5351, 69f5, 4acc, b15c, cb18, c67b, 10cb, ijac201513201e5, a2b7, 9060, 5bd8, abf1, a728, fc27, 9e75, 36eb, 4008, 4268, 3b78, 8162, ee39, 18e2, 2841, 8646, cd2a, ecaade2014_072c18, ecaade2014_198u51, af9a, ecaade2016_224a60, 9451, fe2e, ecaade2016_075f22, acad, 36cc, 2ad4, 804d, 8a53, 38c8, ecaade2016_147u40, 4303, 4c37, 3fee, caadria2017_096l26, 8d0b, c897, f6b5, ecaade2015_155y32, ijac201412306y2, d9ea, 8133, e27f, 3f68, 8f0e, f047, 5aa7, 3efc, 2a55, ecaade2016_162b45, 334b, cd8f, 5d2c, fd46, sigradi2015_8.289a15, sigradi2014_169o4, f5e8, 5304, dbf5, 8e0f, e86b, 175b, 6da3, 8197, 2c13, 8fe9, ascaad2016_004t2, f09e, 008c, 655c, acadia16_196i13, cd68, 0fe0, 4730, bbd5, be4a, 2001, acadia16_432k25, 360c, ca3d, 5cee, 1f44, c6a1, 0cc3, ijac201513303t10, ab7c, d5d7, 6395, 8dfe, 418e, 66f8, b839, ecaade2014_153t37, 2ff5, 1171, 9212, a682, ecaade2016_197d52, f454, ede1, 48c0, 17a6, 3e2c, ecaade2014_084e20, caadria2015_102x15, d88f, f8a4, 9ff0, 3948, 5039, 2b94, 8420, 8aae, f1d8, adb1, f121, 777c, 1e0b, 6507, e2da, 1609, ecaade2015_143t30, dae0, b550, 1755, 0294, sigradi2013_342k, 8f97, b544, 99b9, 19e9, c66c, 71d9, f2ed, 6eb8, d902, 7186, a2c1, 7e97, 6ef8, 940d, a94b, ascaad2016_022m9, 86f6, sigradi2015_11.8m23, 2cdc, 043b, ecaade2014_157i39, acadia15_57g2, sigradi2013_52i, 5e0d, c366, 10d2, b81a, 7a33, f24e, 2fbe, 6c3c, cae5, 77d7, cded, 6350, a978, 9487, dcd3, ecaade2015_127s24, 0411, caadria2016_291x12, 524c, 87c9, 8935, 967d, 433d, 1b19, caadria2016_881y37, 3c28, 261a, dfd5, 90c2, da32, sigradi2016_550i, a319, fee3, e86d, 856e, 6455, 1f70, e39e, ecaade2016_223p58, fb4d, cb79, 6077, 338b, ab70, 4bc2, bfdb, caadria2017_079a24, caadria2017_074p23, 3209, 4531, 7163, caadria2017_041z12, ccc5, 55c1, a3ee, bf47, 23ff, 0f03, a55e, b2c1, 18bf, 90db, e032, ecaade2014_138y30, ec25, sigradi2015_8.339x15, b848, a8c8, sigradi2014_303f5, 71e2, 818d, fb45, f1f4, 388f, 2280, a7cf, 6806, sigradi2013_414e, 1652, caadria2015_096l15, ecaade2014_072a18, 448c, 2e0e, e12b, d910, 6747, acf3, ecaade2015_64j13, ecaade2014_055x13, d08f, ijac201614208s13, f197, 2dd1, 60b1, 1364, 7bc1, 2ed3, 9c63, 0686, 2198, 8704, d907, c6df, a347, 82e1, acadia16_154j11, f1e9, ecaade2014_176i44, 3bc5, 4844, 3aa9, 8776, fc30, dfdc, ed05, d680, 47e4, ecaade2014_224m57, bf28, 93d8, c54d, 1dfc, 9755, 2c41, 5a94, 6291, 25d5, 6fc2, f8f7, 3fd7, sigradi2015_3.394h6, 8c7a, 0a8c, af17, sigradi2015_10.7e18, 2ac0, 6484, 13ec, b765, ijac201412201l1, ecaade2014_180g45, 88a8, fa2f, b293, b94e, 03ad, 3d65, 461f, ecaade2015_72x13, 160a, ecb4, 315a, 9e25, 0ed2, adda, defb, 7531, 3ab8, 8e1e, 284b, ecaade2016_ws-intelligentb69, 5725, 504e, 347a, d395, 4464, 3355, 59b0, 6d17, 43fc, 54b8, 14d3, b9cf, 82ce, acadia14_539g, 1d0e, 9952, 1802, e3fe, 8689, acadia14projects_33af, 8354, 6cc1, bbfa, ecaade2016_197f52, 208e, 8a65, ijac201614103d3, 80a7, ecaade2016_042o11, 182b, 5d55, ecaade2015_253y57, 2aca, b1bd, caadria2016_851r35, 53c7, b4b2, f748, 103f, 2eb7, 77e1, f29e, ijac201412304u1, 0212, 5b7b, 3683, ef61, sigradi2014_282m3, 25d1, f5cc, 7869, e72a, ecaade2014_070m16, aa21, 2e06, e518, acadia15_69o2, 4226, 0a25, b92c, d449, 57e8, acadia16_88s6, 3adb, 234c, 846d, c9fc, aa16, 9b00, b2a1, 01c4, 08f8, 3eb8, b135, acadia14projects_671m, 6a00, e42a, acadia15_407h17, ed18, acadia16_164t11, 2a2c, acadia14_63ai, 2cdb, a05d, c364, a9da, 16f1, 562b, 70bf, dd60, bbf8, 366d, 4329, 5dea, 5b31, 00f5, e4a9, 3f6b, 4878, caadria2017_190z45, ec0e, acadia15_274l11, 3d20, ecaade2016_055f14, 044b, 602a, ea33, 68a0, a046, ecaade2014_224o56, 9fb8, f857, ecaade2015_94c19, 863b, ecaade2015_84z16, 2a87, 2c5f, 9791, 67e9, acadia15_483o21, 8142, caadria2016_819r34, sigradi2014_074g6, 92df, acadia14projects_555f, c41e, acadia16_98s7, e22d, 2f8a, 540b, c597, 7de5, 156d, 3d58, 1507, 8841, caadria2016_045h3, 6bb1, bd5a, cfe6, b580, 8731, 9fea, e74d, c12a, e59b, fd33, 61da, 014a, 9f98, 8b67, d198, 6585, ecaade2014_185z46, c93d, ecaade2014_104s23, 5be9, 938b, ecaade2016_217w55, 682d, ecaade2016_ws-dleada68, fe71, d6bd, 427c, acadia14projects_497v, 8153, sigradi2014_292t4, 2372, 25ac, 5ca4, 30f9, ijac201412404z7, 6425, acadia16_298g18, 6a32, 4542, 9401, ecaade2016_077y22, cdce, 64c8, 6298, 4ed3, 729d, fc25, 84dd, 9be2, 8f5d, 08b3, c87a, acadia14_637ai, 20dd, 3d9d, 34cf, ef74, ijac201412201p1, 8585, ac30, 66ae, 5c20, ecaade2015_74m14, cfe7, 5549, b221, 557a, ecaade2015_170l35, a520, 5323, 157b, 3773, caadria2015_014p2, caadria2017_062v20, ecaade2014_072r17, 46ec, 5d39, acadia14_267i, ccb5, 714e, b078, b5e0, sigradi2015_sp_2.112g29, acadia16_290f18, 8642, d5dd, 8acc, acadia14projects_435ah, 74be, b1c8, 0eb9, a5a1, a8f6, 737a, acadia14_375d, f3ac, a2f4, 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ascaad2014_015u8, sigradi2016_484nn, b3bd, 4307, sigradi2014_042n3, df1b, sigradi2013_10b, 11bc, 4377, 8cb9, fe91, aa14, eba8, 1e9b, acadia14_365ao, de42, bcba, e948, 8bfa, caadria2017_016u6, acadia15_407n17, 03c3, 6370, 2216, sigradi2013_194i, sigradi2014_314s6, e471, sigradi2013_226v, sigradi2013_386a, 5b63, 7db1, a623, d87a, f0c3, 1830, 5681, ijac201614405t3, 518d, ecaade2014_022a6, 0005, 34d9, b8d1, 1666, 4b36, bf5a, caadria2015_122g19, d545, f99f, b995, 21a3, ab03, 2803, 547b, ed1e, sigradi2016_642ll, 5377, 9c6b, 5be3, 43ee, e8ba, bb06, 2722, adf8, 852e, 257c, cc81, cd2d, bd69, 3e41, 77f0, a83b, 4eaf, 3202, sigradi2013_397h, 9bb7, 5733, 4bfb, 8ccd, ecaade2014_237f61, c44b, ecaade2016_222f57, 2858, ecaade2016_042c11, 8ba4, acadia14projects_63ao, ecaade2014_029c8, caadria2016_797r33, 1e14, 9194, 40fb, ec83, ecaade2015_25l5, 926b, 513a, 9675, 734f, f8e5, 7ff5, ac79, caadria2016_435t18, 550a, ecaade2014_016y3, caadria2016_819w34, d389, 7723, d368, aee2, ascaad2014_004h2, 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ecaade2014_156c38, faef, 7d72, ecaade2015_86m17, 680c, c064, a418, b56c, 0b8a, edcf, acadia14projects_479as, 9441, fe89, 4073, acadia16_344h20, 7317, 86ec, ad00, ecaade2016_071f19, a3c9, e74b, f9e4, b2e5, sigradi2013_303r, 935e, ce95, 4822, 63c1, d80e, 67d2, 1df6, sigradi2016_659t, 2f3c, caadria2016_177l8, 5e89, caadria2015_156i24, 752e, bf04, ascaad2014_035o1, sigradi2013_407d, abfd, sigradi2016_647pp, 07a1, d514, sigradi2013_303j, caadria2017_040j12, sigradi2016_815ii, 3f19, 2103, ascaad2016_013f6, c30d, 3fa7, fd53, 1679, 44a9, 2aac, 0188, sigradi2015_10.309w21, 2746, 323a, 9d19, ecaade2015_195r41, b220, caadria2017_008b4, acadia16_106j8, be6c, d063, 9288, 6313, 427d, 0396, 87d6, 6afc, ecaade2016_119t32, cf1d, 1083, caadria2017_056e19, 2ffc, 6c74, ijac201412204r2, 290f, 1f38, ed85, caadria2017_118d31, 93cd, c121, 3ce6, 198c, 111c, ec2a, 366c, 57ce, b6b0, a4f3, acadia14projects_317v, 7efc, 1e50, 7a9f, 4778, de81, sigradi2015_9.347m17, ecaade2015_130d26, a3e4, 878d, 01fd, 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