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 ijac20097107
authors Hadjimitsis, D.G.; Themistocleous, K.; Agapiou, A.; Clayton, C.R.I.
year 2009
title Monitoring Archaeological Site Landscapes in Cyprus using Multi-temporal Atmospheric Corrected Image Data
source International Journal of Architectural Computing vol. 7 - no. 1, 121-138
summary This paper aims to examine the use of satellite remote sensing for monitoring archaeological and more generally cultural heritage sites. For this purpose, multi-temporal data from Landsat 5 TM, Landsat 7 ETM+ and Quickbird images were applied. The paper also discusses the importance of atmospheric correction at the pre-processing step in order to determine true surface reflectance values by removing these effects from satellite images. Atmospheric correction is arguably the most important part of the pre-processing of satellite remotely sensed data and any omission produces erroneous results. The effects of the atmosphere are more severe where dark targets are shown in the satellite image. In the management of cultural heritage sites, since temporal satellite images are required for monitoring purposes, the effect of the atmosphere must be considered. In-situ spectro-radiometric measurements using the GER1500 field spectro-radiometer have been used to assess the reflectance values found after applying the darkest pixel atmospheric correction to the image data. The study area consist the Amathus archaeological site in Limassol and the Nea Paphos archaeological site area located in Paphos district area in Cyprus. Vegetation Index (NDVI) change detection algorithm has been applied to a series of thirteen Landsat TM/ETM+ images of Amathus archaeological site in Limassol. Classification and extraction algorithms have been applied to Landsat TM and Quickbird high resolution images of Nea Paphos archaeological site area.
series journal
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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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sigradi2015_8.289e15, 6070, d5b7, 189e, 8bb0, bab4, 4ce6, 87af, 9cfd, 7566, 8065, f919, ecaade2016_217c56, 59c9, dcec, ijac201614205p10, b2c8, aee3, 467f, b66c, 211d, ecaade2016_011i3, 4643, 7395, sigradi2016_639gg, 343d, 9b4e, 74d7, caadria2015_218a34, ecaade2014_147z33, 99e0, a77b, f681, 5ca0, 0951, 23a4, ecaade2016_084h24, f4e3, 9424, b349, caadria2016_641o27, 8330, 00a7, a3fd, 6067, 997f, ijac201614105w4, c46c, ff05, 7296, ecaade2015_241p55, ecaade2013r_018e9, 2211, f15b, 97d0, 7d5b, a247, 5ed3, 9b00, ed66, ijac201614203s8, f4ef, 0173, c38d, d9e2, 2bd0, d008, 3373, 1532, 9414, ascaad2016_028d11, acadia15_110w3, 9496, 7065, e80c, 35ba, ijac201412406o9, 987a, eb50, ecaade2016_127b35, 1c56, ecaade2014_067y15, 33c7, eb2b, 4a60, 3897, 3467, 8de3, f8aa, c5af, 7e5e, 4fe9, sigradi2013_397b, aff1, acadia14_539g, acadia16_362p22, 2c56, b1f6, ad90, ecaade2015_33m6, sigradi2016_712nn, 9ca0, 8849, ecaade2016_130r36, ad1c, 2ed6, caadria2016_095l4, sigradi2013_41z, 91ae, f301, caadria2016_529o22, acadia14_223a, 83bf, caadria2016_023n2, 1ed5, e478, d9be, a99a, acf9, 4da5, 5482, a5d6, e826, 2688, 236e, f5ca, 2d78, a3df, df9f, 3f2f, 2cb7, 6428, 4559, c447, 552f, 6020, 4b29, d7e7, bdec, fe28, 966c, ijac201412204c3, caadria2017_015i5, 0466, 398a, a7bc, fbb3, 5ee9, 496d, ecaade2016_161x43, 46cf, 99a3, e704, 6385, 7ea7, 7cff, 76ee, 8419, ascaad2014_021a4, 747f, b037, f304, 1286, 370a, 4fcd, 4c6f, e3cb, ccb3, 29c4, f7bd, 093f, b437, 023d, c672, eaf4, c7c3, 9622, 4234, ec63, 7776, f02d, 817b, fb1b, 6c8b, 72b8, 1cc4, d775, ecaade2015_127y24, 6613, 76e3, c571, af61, a2d5, 7f28, 6b94, sigradi2016_777kk, 12b6, 57a1, 9518, b28a, 32a0, ad12, 9e76, 7cb1, cf57, 7bb9, dae6, d6f8, 7315, 8f46, 5f06, fffe, 0530, 38d7, b88a, 3cdd, 426e, 6f67, 57d2, 4785, eca6, 51a7, 61e9, sigradi2013_387b, 1e1a, 3d60, 4c52, c737, 1c37, 231a, 1b70, a6b0, 6d29, b4ae, ecaade2014_224s56, e047, 46e2, 9711, 0b2f, 9ee3, 133a, 74ec, a46b, 842a, 2e6e, 5a78, 0bd0, 5131, 56f6, 05e3, c601, f407, 60ae, 3a88, dd93, 7348, 7aca, cca8, 7ea1, aaea, acadia15_95c3, sigradi2013_274, 9d13, 1589, sigradi2016_674kk, 6a79, 7b4a, ecaade2015_81t15, 74f4, 210d, 589f, e7f1, 4ff1, 9c75, 0fb4, 7a28, 332f, 3725, 809b, 2d84, 90d9, 53c5, 4581, 753f, 09d9, f160, 7266, 6ca6, ijac201614205m10, 8ba9, 428a, c687, 96f1, 4360, ecaade2016_102t27, 614f, 8429, sigradi2015_10.267n20, 705f, 9eee, 2013, caadria2015_114x17, 61d6, c2f0, 02f1, 3af8, cdfc, caadria2016_851s36, 147f, bbf0, ecaade2013r_009y5, 9162, 81ab, 1be1, efc6, caadria2015_060p6, 4714, 509b, 4010, 4958, 1e17, ecaade2014_065b15, d76d, 561f, sigradi2016_801v, ecaade2014_151z35, f085, 6066, 1a16, sigradi2016_690g, 7949, a87a, b162, 46b3, 72a6, ecaa, ee30, 479a, ascaad2016_028g11, dc9d, b6f5, 7ae7, 1664, 2f18, f9b0, 0d57, 429f, caadria2017_015w5, f3f5, ef88, 11c3, ecaade2015_170o35, 939c, 591d, 3bf1, 1826, caadria2016_477a20, 0502, 7233, 757b, acadia14projects_199ah, eebb, 2076, e0c4, d3a2, fd31, 47a8, 4cca, dfba, 044a, 0e4b, 22c9, ecaade2014_128t28, 0be1, 4cde, caadria2017_041g13, b6b9, 9818, d9cc, 983b, 057e, b50e, 7426, 5284, 855e, 6998, acadia14_435aj, 3372, 390e, ecaade2016_078i23, ecaade2015_17i2, f906, eba3, acadia14_579b, ecaade2015_194r40, be2e, 0945, 06d3, b0e0, 70dc, caadria2015_142j23, ecaade2016_170s48, 3037, ad95, 3e2d, 6fe1, 2ee9, 6110, ecaade2016_234a63, 32cc, ascaad2014_006z3, e2f5, eb69, 3bb6, 820f, ecaade2016_075b22, cbd3, 606e, 6738, ded1, 748c, 7836, ac74, acadia14projects_565u, 5fd5, 1eea, f921, eb31, 9ca5, 95fd, cde7, 6d86, 96f5, b641, 0342, 03ab, 4b4a, c34f, 8346, be00, 5541, c5e8, 5157, 4648, 3ae8, 3e4d, ijac201614105b5, sigradi2013_234g, dee9, 35c3, caadria2016_405h17, acadia14_671k, 8a20, 3d5f, acadia16_308r18, 1af0, acadia16_280o17, aad1, 931e, 6d51, ecaade2014_169r42, dd76, 8a3a, ecaade2015_53y9, dda2, bdd4, 5999, 458c, ijac201412201k1, caadria2017_016w6, ebf5, e666, ecaade2016_216g55, 54e7, 13c8, ijac201412408w2, 1055, e79e, a9ec, ascaad2016_023r9, 44ed, 81b3, caadria2017_104w27, ca33, caadria2016_395y16, 4979, 0437, 8e00, ba58, 128c, a6d5, 10dc, e6d6, 3c5f, caadria2017_122u31, e9c8, ecaade2015_55e10, a16a, ijac201614308f5, 37e9, 90bb, ea0c, 4885, a1c0, 2bf6, b6d6, cfdc, ascaad2014_007y3, d6ed, 682b, 1be0, 5419, 8bb6, acadia15_203f8, bf0c, 39c7, 0343, 664a, eb22, 9637, 9d1d, a46a, 3786, 40b8, 6dc7, 0f6a, 9435, 84bb, ba1d, 71e1, c28a, ecaade2014_029w7, 3300, 95eb, ebaa, 55e5, ecaade2015_129j25, 2b3f, ecaade2014_094n22, f61a, 5fc0, 5c2a, 3e97, 6d44, 1130, ce29, 46d9, 0848, ccb6, e6b2, e6d1, a1d7, 8d35, sigradi2013_43, 8901, ecaade2014_149k35, b442, 479c, e24a, 4004, c8c7, sigradi2014_103z8, d46f, f659, 497b, 8805, cecc, afd6, 04e9, 35ef, sigradi2013_313n, 9e9d, ijac201513103r2, fdde, a5e9, sigradi2016_816uu, faef, 804e, caadria2016_045k3, 6d89, ijac201412304g1, acadia14_101ah, 3901, 5f99, 6503, a75e, ecaade2016_167s47, acadia14projects_601ah, 5749, b6ae, 3ca7, 4c98, 4a20, ijac201513305j12, 3a81, 9314, 8f03, c9bc, adfe, 5aa2, accb, fbf2, bd4b, ecaade2014_088e21, ecaade2014_022a6, 0a4e, acadia14_579l, 5c1b, e49f, acadia14projects_145ak, 4c14, 5a40, c249, ascaad2016_003y1, 8891, 0f28, 1a97, 4dcd, ab62, d3ee, 22d5, d3e6, 644f, ecaade2013r_008h5, e86b, 3fab, 316f, 16d1, 8f24, 3275, 49db, 0d79, 4b7d, 92de, 4d97, de50, ae2b, 7380, a73e, 480b, 5e85, 6331, 1ac6, 18e5, ascaad2014_014x7, 66f8, 3221, a271, 01da, 0fc7, b821, 1f23, sigradi2015_3.201u3, sigradi2014_045h4, b82c, dd1f, fe6a, 0d8a, sigradi2016_431bb, ecaade2014_089u21, 73f2, ac5f, sigradi2015_10.309v21, 5360, c4d1, 3123, 3661, bd84, acadia14projects_75b, 6915, 9185, d07d, 4a69, 75a8, c473, 6d2a, 1163, 8f0f, 92a5, c48a, 7cb7, sigradi2014_276s2, aa02, f0c7, sigradi2016_590j, 181c, sigradi2014_197z6, 9016, 0f6b, bd44, 24cf, d6be, 9a35, 6bba, bdbb, 6af7, acadia14projects_23ae, d874, 2924, de84, ad36, 189b, 685d, 0eb1, sigradi2014_263g1, c62d, 460e, 6ed2, 7c36, 621e, a226, acadia16_62f4, 1d0c, ascaad2014_004p2, 9e83, b35c, 0933, 6628, a46c, f12e, e21c, dc4c, 0784, bec3, 36cd, b145, 8c4d, 2a23, 11e2, f1b1, 8c14, 76a8, e628, ecaade2013r_003c3, d1b7, 522a, acadia14projects_435ap, ascaad2014_005k3, ecaade2015_127t24, 7f78, sigradi2016_426c, 6c26, 0647, a764, 9fe4, b8f2, ecaade2014_149b34, ddf3, e501, 100f, 2f70, f56e, 37b5, af90, df8d, ecaade2016_018v4, acadia14_579d, 54e4, a628, 6ea2, 517b, 06a9, bb63, b21c, e1fd, b220, caadria2015_087g14, 27e5, ascaad2016_024i10, acadia16_174c12, sigradi2016_479ff, f5ba, 114a, 8c76, e2d7, ecaade2015_217n48, 09c9, 0ef9, acadia15_57w1, 398b, acadia14_145y, sigradi2013_131, b137, 30f8, 9966, fc3a, ecaade2015_53a9, c16c, e908, cbbe, 1d9a, 0457, 7c82, 4faf, cbf1, 7863, bdd0, c1b8, bfe6, c597, 113f, 19cc, 3e5a, ijac201614305b3, f303, 653f, 7228, 44fe, 4380, caadria2015_016p3, ecaade2014_049a12, ecaade2016_098f27, 3c58, e2a6, 512c, b0ed, acadia16_224c15, 449f, 6358, acadia15_371e16, a4cd, caadria2017_051e17, ecaade2015_18w2, d6ca, ea90, ecaade2016_047n13, 6ee4, f5fe, 5b4e, a92f, 9a45, f6ef, 3b41, f52c, f2dd, 2048, d643, 8cb9, e6ef, d7a1, 77f0, c082, 1cd9, 56b1, b888, ijac201513101c1, 2d5c, 913c, 26b8, c084, 49bd, 2252, ffda, ff4e, 064a, 052a, fc97, e327, 7718, c010, a070, ecaade2015_18a3, 98af, ecaade2016_002d1, 31b0, 1995, 35d0, 93a4, 46ca, e19d, e03f, 9edb, b747, 8688, db86, 7688, be8b, ijac201412405l8, sigradi2015_8.328j15, dc15, 2bd9, 5f71, a509, cd92, caadria2015_070c9, a6ae, ea80, 4255, caadria2017_081r24, ecaade2015_280b61, ijac201614305d3, 0ec7, c9e5, 6736, 0128, 1107, 10ce, 2588, 1f1b, 4972, ec3a, caadria2016_621z26, acadia14projects_291an, 7019, sigradi2015_10.309s21, cb4f, b8dc, 1cb6, 1bbd, b723, ecaade2014_194a50, 99bb, d483, fdfc, ecaade2014_198r51, fa95, 9d75, 46c3, 28a0, 8748, 8de8, caadria2015_015b3, 98de, cb9f, dcb1, c8d5, 39f9, ecaade2015_193y39, 8589, 9db5, 6a9a, 5800, 0faa, d07f, ecaade2014_195p50, sigradi2015_11.71h24, 6414, a8d3, a0e8, f4f0, 83c2, a746, f80f, 65bc, b4da, 5b1b, 7b2e, 4f8a, 6f6d, 26c2, 2aa6, acadia16_280s17, 6737, d0bb, sigradi2016_714rr, 950d, ijac201412401v3, ecaade2015_319g70, d6e6, caadria2017_142f37, a0f8, caadria2016_819t34, caadria2017_081o24, e2f2, sigradi2014_144w2, c1fb, b770, 9b54, ecaade2014_140z31, acadia14_75ay, acadia14projects_53m, 0533, c079, de22, b1c9, 3b5a, 84fd, ecaade2015_269i59, 0a6f, ecaade2015_158d33, cbad, 685b, 425e, sigradi2014_157c4, d745, f662, 31d8, ecaade2016_154s42, c4df, 5592, e933, 67fb, 091b, 5c85, e9e6, 08ce, 7f5d, e6dc, 9f0a, 6435, acadia14_637ag, 22af, d0eb, d180, a87b, 13ae, caadria2015_156h24, ffb8, 351e, 18d4, 7434, f251, adfa, 14ab, ca7b, a66a, 34e7, cca5, f61c, f943, cced, 3347, f9fc, b650, 13be, 3fe9, 6338, e993, 171c, ecaade2015_287u63, ijac201513104z3, 8383, 134c, ff8a, cf64, 7fc6, d3fe, 287f, 9bbe, 9968, 2196, 2d02, d896, f8da, ecaade2014_057g14, a98e, ab5e, aa23, 7aa8, 31cf, 6dff, b7fd, bc5a, ijac201614302m1, 4163, caadria2016_229n10, 75ec, 1ccc, 3f29, ijac201412305n2, f33d, 943f, 8f8b, 0655, 73aa, 66d1, ecaade2016_199a53, 80e9, ec7f, caadria2017_029s10, acadia14projects_357at, 4586, 6bd6, ijac201412205x3, de44, 3086, df7f, 1ec4, 7b21, 8446, caa6, 697b, 58d9, 7587, 8b28, 085d, 23ca, acadia16_236h15, e244, ad31, 6a65, 940a, e0f1, 8b65, 9384, 1bf2, 624a, d5fd, 16ae, de48, ecaade2015_59h11, 56c9, 2e09, 22b4, b6d3, 5e29, 106e, deca, ecaade2014_224t57, ascaad2016_017c7, ecaade2015_319j70, f237, a632, d615, f092, 2238, 991e, 7ac3, 46c2, 84ae, ecaade2016_074l21, da08, 8c4e, a1f1, d7aa, 5b03, 18e4, dd3c, ecaade2016_040p10, 946e, f8a9, e0fe, acadia15_483v20, a404, 7435, d2e6, e985, acadia15_284z11, f3a2, fc1c, caadria2016_435u18, dacc, de41, 0194, c658, 3009, b507, cb46, ijac201614201r6, 6634, caadria2017_052t17, ecaade2016_102n28, e935, ecaade2014_029z7, ecaade2014_080g19, e074, 536e, a642, caadria2017_056s18, 49d4, d645, 3e9d, 27df, 2eff, caadria2015_016k3, 7cbe, acadia16_382x23, 6565, 8478, sigradi2016_595mm, e4b1, sigradi2015_11.8k23, c805, acadia14_479p, 058f, bc4f, 8d3a, ijac201412301c6, 0b0f, 451f, 45bf, b69d, 472b, 1dab, df6a, 76ac, 31ed, 9b7a, d67a, 8b01, 0ba5, a82b, sigradi2014_151d3, b25b, b2ff, 4841, 9edd, d317, 3088, 74a0, ecaade2016_048t13, 27ab, 7b74, c308, ascaad2016_045g18, 8132, sigradi2013_234j, caadria2015_078p11, 1ba3, 140f, 6f64, 265c, 889a, 2022, e919, 7c64, c5c9, acadia14projects_555l, 4549, d566, 61eb, 3eaf, ecaade2016_208x53, caadria2015_157s24, 2503, b61c, 3f8d, eb80, ecaade2014_194m49, acadia14_311t, 5678, 6d0b, 5379, acadia14projects_229h, 5f6b, 8278, ccb4, b44e, 7371, c256, 354d, 9706, ecaade2015_199y42, c3d7, sigradi2013_407b, 7112, 431f, a44f, 5810, b20f, 8665, 5ebf, sigradi2013_390b, fc0a, fc01, 7d94, 6fb4, ecaade2016_062g15, 510c, adc7, acadia15_263x10, acadia16_460u26, 762f, bcb5, a7f5, 6966, 8968, sigradi2016_815ff, b696, b8fa, b23e, ecaade2015_22v4, 0e87, 1a8d, 928c, 4c45, fb6e, 95e8, 191c, 5947, c188, 638b, 812d, 2d6e, f49a, d6a4, 29e2, a553, sigradi2015_sp_8.326b31, 3dd0, 4c05, 430c, b32c, a423, ascaad2016_006j3, 9931, d6d9, 4ed5, 16a9, 6fbb, bf8c, 916b, ijac201412402w4, 5662, 6aab, c5c8, 59c4, b2e4, b54a, dc7d, acadia14_463ay, 381d, ecaade2016_074r21, 13ec, ca31, ecaade2014_042n10, caadria2017_062y20, 7735, 302b, 55e6, a79d, 2381, ecaade2015_138w27, 7875, 2062, 0a83, ee14, 76e4, 7b11, aeb6, ijac201513102b2, bbcc, 3c28, eab9, 33f0, 6b38, 732a, caadria2016_497a21, c6c0, af36, ccfa, acadia14_229m, 1ecc, 8631, ecaade2016_129n35, 3b83, 2043, 10c5, caadria2015_081s12, 69fb, 95ce, a1c5, d87d, c92c, 2be1, 5a9f, 0f8c, 8e1e, 5a55, ef78, df33, acc8, 9925, sigradi2015_9.152d17, 6f47, 651d, 7400, f27c, a8cd, 63e1, ba18, 61be, 9b83, ijac201513105m4, ecaade2014_140i31, 85d4, e39c, 180d, 3393, 9df6, ecaade2016_217w55, ijac201412408k2, da61, ecaade2016_230r62, sigradi2015_3.268p5, 652f, ea83, 9171, 8a4c, a391, 509e, 7dcf, 9c76, e569, c003, 5b1a, 5aea, 52a1, d766, 76ec, e967, c5c4, 1352, 2ade, sigradi2014_041d3, b16a, a7d0, bb20, 7e1f, 227a, ecaade2015_317i69, 2b52, ec2a, ecaade2015_209v46, a702, ea72, sigradi2014_151g3, d541, 142e, c5f4, ecaade2015_253v57, acadia14_317ab, 9d02, ecaade2015_122j24, 62b3, 015d, 8325, ed0b, 8495, efe8, 66b1, 5e7d, ecaade2014_143m32, acadia16_140t10, 4400, 4bf8, dd5c, 617b, acadia16_308t18, b301, 30e3, f732, ca11, sigradi2016_741kk, d402, 4ebf, e914, 5b64, caadria2016_517c22, 2dcb, caadria2017_048z15, sigradi2016_654vv, ijac201513205y7, caadria2017_072y22, 3f2d, 9437, ecaade2016_230t61, ecaade2014_168f41, ac83, sigradi2013_342l, bd69, bc64, sigradi2013_43a, 5c3c, b33d, ijac201412204e3, ad86, ascaad2016_052k21, f0bb, 0f79, ba79, b2ad, 6b2d, ecaade2014_014f3, 3aa7, 8777, 71d6, 6c48, 946b, 1812, acadia14_111n, 99cd, 88e5, 1ae4, b95c, 805e, 6bb6, b457, 5150, c6aa, 1747, 77c3, 7e7c, 4416, 5d10, abaa, 0865, beaa, a5af, bd53, 83b3, c691, 035b, b4b3, adc9, caadria2016_271z11, 51eb, ecaade2016_118a32, sigradi2014_015g1, 23ea, ijac201412408k1, 68d1, ecaade2015_286y62, 665e, d5ff, acadia14projects_565y, 6528, 01e7, 960a, 9060, cffe, 5e5e, c2d6, ecaade2016_154d42, 54b3, 99b1, b380, 7a10, caadria2017_096l26, 52ec, 02eb, c2f1, f341, d0b9, 4300, ecaade2016_018a5, d74f, 0c65, 8e2c, a61a, sigradi2016_448t, e4a6, dbf0, 30c1, 1f8d, 46dd, a1da, 73cb, ca0e, sigradi2015_8.264l14, 6de3, b082, 567b, ecaade2014_188p48, a813, 6e11, 3841, 1e8b, d041, 8b7e, cf19, 7d9e, 7857, 337a, 328e, 921f, b25d, c96c, e70d, ecaade2014_196b51, 3847, sigradi2013_28s, 7682, 0027, 000c, ecaade2015_138d28, 1126, 0ecc, a2b5, 16f2, sigradi2015_9.347b18, bb9b, f4f2, 49c4, 8990, sigradi2015_3.268j5, c952, d15a, af4a, 3666, 691a, 92a0, 309a, c58e, caadria2017_115f30, acadia14projects_43ac, c60d, edde, a010, ijac201412403n5, 92b9, acadia15_161a6, 2061, 162a, 8e4a, 311c, ae26, 072a, caadria2017_018r7, f3a6, f197, caca, 80d1, sigradi2016_625c, 84b5, 5563, 6edc, 8e89, f0d3, 1d15, aa9f, ab8e, 2783, 1b27, 8867, 3798, 9d70, 3896, ecaade2015_303x66, ecaade2014_108i24, ecaade2015_306i67, 706e, 7bef, ecaade2016_102j28, add4, dc72, caadria2016_085j4, 1f27, 627c, caadria2015_114o18, 13d9, 724b, 9ff5, f8c4, ecaade2014_010m1, c244, ascaad2016_014i6, 58a5, 52e4, 8e7d, b91d, 4e65, e537, a3d4, ijac201513205g8, 94e7, 9abc, f6b0, 0c28, ecaade2016_068m17, c883, 5408, ccbe, 400a, 94f0, c858, sigradi2015_8.186k13, ecaade2013r_011g7, a8f0, 0129, 7176, 2d9a, 959c, 902a, ijac201513206v8, ecaade2016_197y51, 9412, e917, abff, d3b9, 51f0, 2ce0, d1f5, 588c, 70a5, bf1a, 6561, 243b, 7543, aeb5, e17c, 94a4, 721a, acadia16_478k28, ee0a, 5857, ijac201614202c8, caadria2017_123h32, acadia15_483j21, 0fc1, ijac201614405x3, ea10, 2edc, fca5, acadia16_414w24, ecbf, ecaade2016_098e27, c58b, 45f9, 6acb, 1764, d66e, 97e5, 3bdf, 51ef, 8009, d06b, 0d16, 6920, sigradi2014_345p9, 5646, ijac201614407e5, caadria2015_208r31, sigradi2014_345w9, ee76, 1d82, 10e3, 5399, ecaade2014_176i44, b4f1, 7020, ecaade2016_027b8, bcf4, ecaade2016_042l11, ecaade2016_007j2, bca4, f53f, b48a, caadria2017_155u39, ecaade2015_100n19, ecaade2014_224f57, a8ad, ecaade2016_136r38, 6522, 205f, 9c87, ecaade2016_163b46, 4a9e, cecb, af22, 7876, dc92, 85bf, 71c5, 94ab, e71a, 966b, e62f, b453, 40be, ec8d, sigradi2016_766l, caadria2015_188t27, 3574, 132c, 01c2, 3d8e, acadia14projects_317u, 78d1, bec4, c7bc, 7028, ijac201614204a10, 8dd2, sigradi2016_484ss, f2c0, 9f76, c8d2, caadria2016_641r27, 3f65, 68e4, ae29, acadia16_62o4, 74c6, acadia16_12o1, f144, a17c, 7c21, 2618, sigradi2015_8.186s12, b47e, ecaade2015_199e43, ec0e, fd92, 4efc, 9313, 7310, ascaad2014_024w5, bb7f, 5b20, sigradi2016_522u, 1842, 368c, ecaade2015_200j43, 8904, 5990, d003, 3675, ba24, d70b, ef9f, 19eb, a383, 2156, e665, 229d, ijac201412401p3, dbc7, ecaade2015_59e11, 9e5b, 1490, 4e8d, ecaade2015_227z49, 64d9, e001, ascaad2016_018k7, 9fb7, b98a, 2b53, 9ac0, 47d0, d763, 60cc, acadia14projects_647ay, 3371, ecaade2016_166k47, ca32, 5fb0, b7d7, caadria2015_014r2, 3811, acadia14_497w, b355, aaf9, acadia14_117a, e640, caadria2017_055p18, 32c8, 7713, 2d35, 6caa, 5515, 7dd6, 4e84, 3384, 24b8, ecaade2016_078c23, be64, 7352, 63e3, 9b9e, c14a, caadria2017_027o9, 076e, 16fc, sigradi2014_330s7, 8896, ab18, 6363, 9a80, 7f1c, fd3e, 88a6, 7bbf, 01b6, ecaade2015_195p41, 5752, b42a, 199f, 031a, 26b6, ecaade2014_138u30, ee96, de0c, 12ca, 3de0, 997a, 8e97, ad51, 1983, sigradi2014_284e4, 14b7, 20a7, ecaade2016_140y39, 686c, 467c, c652, fe97, d21e, 820d, 1f05, 54d5, caadria2016_013h2, 57e1, c7f6, 8dad, ecaade2015_253s57, e61d, 1342, 83bd, b44d, 9ab6, eeec, bad5, 89e0, 7f69, ecaade2014_149n34, f722, 6a17, 24ac, f2d5, d01e, ascaad2014_019l3, ace3, ecaade2016_154k42, e2e2, 4af2, 3b10, acadia14_301h, d8c2, 0df4, b55c, sigradi2015_6.327t8, 3485, 12f1, 6de8, caadria2017_023v8, 1f58, ijac201412401u3, 1790, 0c5a, 6342, 803c, b201, acadia16_414y24, e02a, 8143, 23ec, 70db, 6f15, ecaade2015_285p62, ijac201412301t6, acadia14projects_375ay, d727, 3212, e6a1, 2349, caadria2015_030g4, 1f8f, 2f74, 7593, 958b, 2f19, 6e57, 55d3, 4e1a, 0fcc, e164, 8aa1, fb0b, 5636, 29f4, dfa4, cf12, a248, cb6f, a608, 8b5e, 6d31, eba1, 3a6b, 7345, 206d, ce90, sigradi2016_449nn, 40c2, efbc, 9b8a, ascaad2014_009g5, ecaade2014_014c3, c163, sigradi2016_801z, 3a8f, caadria2017_023g9, sigradi2015_11.222n26, 0481, b452, 861a, acadia14_219e, 5f3a, sigradi2013_263, db07, e17d, ec1e, sigradi2016_544e, 3e90, ascaad2014_012n6, acadia16_140l10, df23, 57b6, b0c6, 3c02, 68f9, sigradi2016_614u, ijac201614201d6, 785d, 943d, ef65, 9393, d61b, 1f68, b70f, c9ea, 9468, 5230, 1859, 5eda, 6d2b, c865, 8949, acadia16_244y15, 7d27, 7146, 1762, f42d, 3398, 2640, 436a, 081c, 4bb7, ecaade2016_006k1, 77e0, f9fb, fcb9, e907, 3067, bef6, ecaade2014_112x25, 444e, sigradi2013_327s, 3d58, 24ef, ec98, 40cb, 5381, ecaade2015_33a6, 2e91, 8184, 79ea, 68c5, f506, c7ee, 55ba, fb42, 7c4a, a003, 14ea, ijac201412301f6, ecaade2014_197h51, 5b28, 207f, 3176, e89f, bd4a, acadia14_43aj, ecaade2015_241c55, db75, 9d1a, 1156, 9c29, 92be, 0cce, 6097, cadb, 08ad, 9135, acadia14_177ai, 77d7, 05da, ff4f, f8f6, c8f7, 850b, cdc4, b03d, 55f9, acadia14projects_699l, a755, ijac201412403p6, c2f4, 1476, bc21, 17d4, 38ab, 06fd, 02cc, 7cef, 9bf2, 19e9, caadria2015_139f23, 3148, caadria2015_004r1, e284, d420, 993c, c3a5, fbeb, b568, sigradi2015_11.34a24, 81e1, f082, 147c, e992, 62d2, 2b10, e33d, 7015, acadia14_145ac, c744, acadia16_124b9, ecaade2014_139g31, e51c, 43c8, 5887, b28d, 42ed, acadia14projects_435ak, ecaade2015_28v5, ijac201513203j7, ijac201614403f2, 962c, c3b2, ecaade2016_217i55, 9686, 4a49, acadia16_362o22, 268a, 4d88, ad63, ef70, 9c7e, ascaad2016_038c15, 81c9, 068d, 1444, 25f0, c503, 289a, c6e9, 8be8, caadria2015_114f18, e3e4, a565, e435, sigradi2014_109j9, 63f1, 6637, bb5e, 2237, a783, dfa2, acadia14_101al, 44af, 26a6, d314, 7ee9, b094, c558, 594d, 04d8, sigradi2015_3.65x2, 2b60, 40ad, c7ac, ascaad2016_017b7, 2c4a, ijac201412205s4, f568, ecaade2015_173h37, 4a0b, db8c, 19b9, d8f1, 0f4f, 560d, 366d, sigradi2016_621dd, 7c41, f7e8, 00f6, ecaade2015_293b64, 19db, 9f00, d77c, acadia16_308y18, a7f8, sigradi2016_515m, b352, 3764, bde6, sigradi2013_280m, 5eaf, 0be6, c768, eb70, 1e76, 3281, 3a45, 2708, 9e95, 6cb9, dc1a, sigradi2013_294z, 1b71, bbe7, ff2d, 56bc, f552, e841, caadria2015_181e27, 6d32, 8329, acadia14_435at, bb50, a740, 5b94, 1f0a, 702b, a3f1, 230c, 2f8d, 4c3c, 8dcf, e3b6, 935d, 78ee, 232c, 9479, 81b1, ecaade2014_029c8, 96f0, 191a, b8d5, 49ba, cc17, caadria2017_105i28, sigradi2013_30, ada7, 38ec, c63f, 118a, 6a62, baca, acadia15_110v3, ecaade2015_13j1, acadia14_281z, ecaade2015_193l40, 2a4a, 78bf, e928, 56c4, fb15, 7037, 6943, ff13, 8210, d17f, b889, 64be, ascaad2016_016u6, acadia15_333w13, a2b4, f437, c00e, 9c69, ecaade2015_83d16, a359, caadria2017_051j17, adb6, b8b9, 4569, ascaad2016_010c5, f425, 9bc0, 869d, f57d, 5785, 6429, 9095, ab03, a789, df1e, 40f5, 2029, 54e8, f4b8, 0712, 3a07, 7b61, acadia14_661n, sigradi2014_132j1, acadia14_357a, 4e87, acadia16_224n14, ecaade2016_164n46, acadia14_357au, acadia14_619aj, 61ec, beac, sigradi2014_284b4, b1eb, ijac201614408f5, 1928, 0f65, caadria2015_067h8, ecaade2016_118v31, 48ea, c16f, c4c4, caadria2017_043y13, 4f94, 0875, sigradi2016_655h, 4cc3, b856, 6d1c, a75b, acd1, sigradi2016_360q, 870a, 80c8, 639d, 44d4, ecaade2016_021o5, 4bc8, a2b8, e662, 5a0f, ba8e, e68f, a585, b341, 4a85, d3cd, f0da, a750, 3f36, 24a0, 2450, ijac201513305g12, 32af, 629b, 58b6, fab1, eed1, acadia16_326t19, 48f9, 7d89, e715, d6a3, 1ef0, 4345, 1298, 4ba8, 29fd, c41f, c443, caadria2015_114s18, c855, ecaade2016_068j17, ecaade2014_020n5, d147, 0a91, 438f, ef5e, 63dd, 254e, ecaade2015_158s33, 26ef, 2b88, 5f67, 3066, 85c6, 810f, bdf4, fdd4, 98d8, f632, ijac201614407b5, cca3, 356e, ae7b, 474c, 48bd, 4906, 609f, c2b8, cae3, e0de, 94f5, sigradi2013_117c, 3276, 1ce2, 95e6, 063b, 9ef8, f2cd, acadia14_479w, 819b, e288, ecaade2013r_003m3, 38f6, 8e3c, 4d6b, 24a3, 9370, 178a, 32d2, f5c2, 564b, 843c, ecaade2014_024r7, 047c, fabe, 4667, 26c9, 888a, fdc6, dafe, 5259, b573, 6a86, caadria2015_070h9, 20be, 64ce, acadia14_267j, a8a6, 86d8, 2404, 765c, 8430, caadria2017_145h38, 50c6, 2a41, db04, af72, d944, 08a7, 711c, acadia15_407h17, ecaade2016_071z18, 3306, ecaade2016_mrtv65, 33ac, fda0, edaf, 6186, caadria2016_611t25, ed9d, 4328, f936, 4ee2, bc27, 2630, fcda, 8533, 6e15, ecaade2015_35a7, d30f, 146f, 6043, f6e6, d022, 7649, d405, sigradi2015_8.186n12, e4dc, 69e3, caadria2017_056o19, caadria2015_073g10, 0461, 943c, acadia16_24y2, 6f14, c8df, ecaade2015_317c69, e913, bc01, cf85, ecaade2016_023v6, ebc7, ascaad2016_005e3, e9fd, 01ab, 7625, ca3d, 08e6, ce88, 2d1d, 5e94, 208c, 4682, caadria2016_353u15, acadia16_140a10, 565d, f1c0, 4d59, bc34, 31ea, 0983, f9cc, 7c0a, fe90, 9c24, 4b80, ecaade2016_017m4, caadria2016_745h32, 7a5b, 0d38, bf08, 9c4d, b3f7, 393e, 61c8, ascaad2016_033c13, 0277, e460, 1e32, 7a08, 8738, fa02, ecaade2016_225g61, 578f, ecb5, c8ec, 63c1, 537c, 3d20, 02ad, ec61, ecaade2014_163f40, fa63, cdce, sigradi2015_9.152s16, ijac201513201y5, ijac201412304t9, sigradi2014_015a1, ijac201513203b7, 7804, 906d, 59d1, ecaade2014_140s31, 68a7, 4831, 9019, 2c9e, e3d7, 0645, 9f6e, d399, acadia16_244s15, 7272, be50, sigradi2014_032d2, d49d, a27a, 8f23, 5319, f1a7, 44c3, e77a, 390d, e1c0, a85d, 4e80, 74f0, 6343, fd72, bf4a, 0c04, 745c, 504d, f85b, 3699, 2939, de2e, bc31, b618, 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e963, 4fa3, dc7f, 3653, e412, 5577, acadia14projects_199ab, acadia16_140y9, cf8f, 12a9, a879, ecaade2015_22s4, ecaade2015_114k22, 6136, 69d1, a26e, c6a5, b6d7, fee5, 43e5, e96a, 57f9, 0d04, 4758, 3dae, 5fc5, caadria2015_070f9, 8b93, 26d5, d507, c3be, 3afb, 0c7e, e330, db19, 9227, ecaade2014_038u9, bce9, 54dc, a392, 671d, 4425, f4be, 01fb, 39ae, af49, e50e, 24af, b3e1, b203, 0a1a, 8030, 1c09, 43f8, 51ff, fb83, 9fe0, sigradi2013_347, b0ff, 01cc, e4ed, ecaade2014_133w29, ecaade2016_139c39, acadia14_247s, 1871, 80bd, 05e0, ad75, 39e4, f80d, 7bce, 7d65, 6df4, 8925, 67d9, 983e, 5539, ecaade2016_118g32, b997, ecaade2014_186h47, 0ab2, 5e60, 054f, ab5c, ecaade2014_111j25, 1669, 335c, e8cf, d30d, 6641, c134, ecaade2015_35c7, d34a, b290, fac0, bf17, 2195, c2f7, 46a2, 2cd5, 65c4, caadria2015_170s25, 910a, 979d, 8b82, 7e98, 2905, 792d, a599, 69e1, 7b9b, 4d8a, eef4, ba7a, 37ca, ecaade2014_071y16, 16c9, b9f6, 1c31, sigradi2016_595hh, 4201, f976, 386e, ecaade2014_035c9, caadria2017_136l36, 0c19, 2860, 2ea3, 8923, caadria2016_539y22, 3744, acadia16_24n2, 6f77, f89c, ecaade2015_143i30, 797a, 8724, 4bbb, 6fc9, c3ec, 198f, 0904, 27db, 9374, f8af, ecaade2016_223m59, 4392, 8395, 6acd, acadia14_317x, e255, beb0, 6662, cb17, 181b, b95e, ecaade2014_224y56, df86, c79a, 0991, ascaad2014_024i5, 9f81, a53c, edbe, eb11, 8168, dc87, ecaade2014_138p30, sigradi2013_117k, acadia14projects_619x, 1d33, 2418, 62f1, d6d0, 1249, ecaade2014_157w38, e34f, 5e65, sigradi2016_490oo, 7779, ijac201513104f3, ijac201412406f9, 1b9b, 2d1b, ijac201614309v6, cf7b, 7885, 2239, ecaade2015_205d45, acadia14projects_339y, 9f79, 27b9, 51ec, 8280, 01b7, b031, fa0e, 40a9, 7126, 6f5a, 3ae3, 9b62, ijac201614206y10, ecaade2016_238r63, f0cb, c2dc, 904f, ab8d, 7574, ecaade2016_111s30, e6f7, 2a6a, 4f19, dc86, ijac201412301k6, 9e6d, ijac201412301o6, 9c99, ecaade2016_175k49, caadria2017_185z44, a41f, ecaade2016_150a41, d7b5, caadria2015_130t21, bd96, 614d, ca2f, fb8e, ecaade2015_304g67, 5f0c, ecaade2016_199x52, b539, 79c2, bd88, 1c8d, 3bd9, c334, caadria2015_206a30, 2fbf, ijac201412408b2, 9c5a, caadria2015_190k28, a5c4, 958a, 4668, 8660, 98c1, caadria2017_163c41, 7b72, ecaade2015_233h53, bd34, 5b98, 4c41, 613c, ff10, 3e1e, a8f1, 3191, 7e4b, 6b91, b07c, a163, b90f, 5dc0, 3d57, ijac201614105v4, 11de, ascaad2016_022b9, sigradi2016_764g, 01e8, c437, 65b5, 53e2, ecaade2014_052t12, 1d88, acadia14projects_435d, 9d2d, 3a75, 3c80, ecaade2014_149d34, 7c32, b4cd, 0a6c, ecaade2015_38t7, b5cd, fda8, 1638, 8c75, bc86, cc5d, be21, b559, 7681, 22e3, 8354, ad91, c011, f696, 4e22, 793e, bab6, ed92, 9fc0, 7796, 3c0a, 4c26, 7fee, 2bef, b5f2, ecaade2015_59x10, d719, 657f, 18f0, caadria2015_190o28, sigradi2013_400, 1264, 2e3c, b5ef, ecaade2014_053n13, 0973, a00f, sigradi2016_558r, 6910, ascaad2014_019u2, ecaade2014_204w52, 54d8, ecaade2014_072f17, bd22, 0e82, c642, be4a, 886b, 04e4, acadia16_224o14, daa3, acadia15_173t6, 8180, ijac201412301o5, ecaade2013r_004o3, ecaade2016_058z14, 3d31, f815, 92c7, a800, 10ed, a489, dcb7, 1df5, 097b, cb18, 8a48, 1b81, 1770, 7eda, fd66, ijac201513104j3, fd40, eea9, c73f, 2fdb, acadia14_681af, acadia14_463as, d384, a1ef, 39c0, 8df7, 3b7c, f7c8, 820a, 3f97, a656, 39a5, sigradi2013_77i, 5cd2, caadria2017_009i4, 3d9e, d95d, a94e, 3033, 3544, bbe6, e4ca, 39ab, 2593, cf86, 6ab7, ecaade2015_307m67, 5244, ecaade2015_21g4, 5d17, f70a, b6ff, e870, 3b67, 2331, 5954, a14c, 5084, acadia15_431l18, 68c4, 2382, 84b9, sigradi2016_534nn, ecaade2014_237c61, 7efa, bccf, 14c0, 76cb, 16f9, 6251, bfa3, f26f, 07b4, 8664, 65e7, aa37, acadia14_365an, c44d, acadia14_601y, 90a4, 42fc, aea4, sigradi2015_3.65o2, eb98, 455a, 6ad1, sigradi2016_450ss, caadria2017_095h26, a054, f66b, 517f, d51e, 4027, 3646, c87f, b627, acadia14_167u, 2f6e, ecaade2016_223s58, 0396, ecaade2014_149k34, b596, 09b3, 65a4, 172d, 3052, f3a3, a428, e2fb, ijac201614302n1, 75fe, 566a, 9035, 5453, 6095, c6d8, caadria2015_203d29, 1abc, 7859, aa45, be8c, 7480, d186, 6900, 9f70, b0d3, sigradi2016_595ff, bc42, 1c66, ef11, 5130, acadia14projects_463g, 543f, 8a98, ac58, 1494, b55e, caadria2017_081t24, d474, 4aaf, c2a3, d20d, 0738, caadria2017_149d39, 23f8, 3550, 89b8, 79dc, ecaade2014_066j15, 1f06, ce63, eb3c, sigradi2015_4.219d7, 69e4, 3b1d, ba35, d3ec, ecaade2016_007k2, 9e77, ecaade2016_197a52, 038d, 3f28, sigradi2015_6.42y7, e4b2, ecaade2016_129z35, sigradi2015_10.7h18, db7d, 561d, e3c7, 6cef, fd02, 8375, ascaad2014_029d8, 24e1, 42b9, 44c9, f54b, c1dd, 0dd0, 94ea, 4336, 090d, 85f5, f6db, 86af, c9a4, d422, ecaade2014_239z61, 684d, 98c0, 08c9, 2fae, f810, 0637, 7e99, ecaade2015_21l3, df29, 48b9, 9feb, d787, acadia14projects_23ac, 6fe3, 406e, e855, 9b03, b7f1, 0328, 8618, 9a74, b705, 3db1, ijac201614401c1, 61c9, ecaade2016_203l53, aeeb, caadria2016_713c31, b7b4, aa6c, caadria2017_129x34, 9a67, 1887, a3b9, 7111, sigradi2016_724vv, caadria2015_130e22, 7513, 8bb2, 06b7, 37e3, 0631, sigradi2015_10.138a19, 5082, 858a, sigradi2015_sp_2.112i29, 3c9d, 63f6, 04dd, db22, 9ff9, 3de8, a6b2, 1ed0, 5201, d565, bdb9, b638, 33fc, d084, 2782, f48f, 792a, 0d6c, 284a, 6ada, ascaad2016_003b2, c427, c721, ascaad2016_048d20, ijac201513104d3, 19c1, 3233, 52ab, 8a45, caadria2016_249i11, caadria2017_052p17, 802f, ecaade2014_163y39, 8345, fe93, ascaad2016_046n19, 0ee0, ijac201614207u11, 849a, 7449, 405f, ijac201614204t9, 0809, 3610, 3bc0, caadria2017_085w24, caadria2015_208j31, 360e, sigradi2016_484i, ecaade2015_206w45, f389, 558a, cc1f, b3fe, e3f8, acadia15_407v17, 67c1, 71dd, 290f, 1f45, 569f, 58fc, 554d, sigradi2014_075b7, 1c29, 9a9f, a062, 2964, dc89, 2339, 0b29, ad48, 2397, 0f3b, 6e1f, 9a4e, 64bc, 2f05, 9053, a03a, 0f8d, ccd4, 1954, 0af2, 694a, 20dc, 85a3, ijac201614103l3, d24d, 7a80, 8846, 40b7, ed2c, 8194, ascaad2014_023z4, ascaad2014_005m3, ascaad2016_046o19, 8002, b8e0, 9fcd, 116a, d3c5, 0814, ecaade2015_221v48, 7dfa, ecaade2016_027y7, acadia14projects_145w, 59f4, a8ce, 252d, 6324, ca53, df14, 7522, ascaad2016_038j14, ecaade2016_075y21, 231c, 5086, f18f, 2ad6, 7754, 4447, 1868, sigradi2014_045f4, 94e1, 9a3f, dfc9, 65ae, b200, f766, d5c9, ecaade2015_103r20, sigradi2016_815gg, ascaad2014_017l9, ffb7, ecaade2016_183t49, 8fdd, b949, 77fa, ea40, 25d8, 2a3c, e948, bb1a, b686, 8f3f, ff75, c0a6, 0d33, 96b5, b17f, 4606, 04ba, ac72, ac87, 066e, 865d, 58ca, 6a8a, acadia14_23ae, 21a1, acadia15_483w20, 312c, fc14, 81c7, 9618, 0699, b74f, 8aed, ef82, 7473, sigradi2016_417oo, 19f9, 1be8, 13cf, acadia14_601x, 20a9, ecd3, 6007, 5979, 1d6c, d916, caadria2017_035y11, 7747, cca1, ecaade2016_208o53, 1d0b, 6f0c, 2b28, sigradi2013_189f, 1736, 491c, ebc8, ecaade2016_099j27, 9cc9, caadria2016_881c38, 9a9d, ecaade2016_098w26, ecaade2014_044g11, acadia14projects_445ad, 1dc3, 8dc1, ascaad2014_004c2, baa3, 274a, 5c1f, caadria2015_122p19, 4386, af2b, acadia14_375a, sigradi2016_484qq, f177, 72cf, 3b4f, 6316, 16f3, ijac201614104j4, 557b, e9ea, 2c02, acadia14_339az, 1722, 7512, 15af, 5c4a, acadia14_479az, 2315, bae2, 35a0, 8004, 4dac, 11d4, 35e8, 1fb8, 2e4e, a4ef, df88, 32ac, d92c, 66a5, ascaad2014_018y1, 4afe, acadia14_565i, 0a7e, acadia14_311u, 95e4,