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 caadria2013_027
authors Sevtsuk, Andres; Onur Ekmekci, Farre Nixon and Reza Amindarbari
year 2013
title Capturing Urban Intensity
source Open Systems: Proceedings of the 18th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2013) / Singapore 15-18 May 2013, pp. 551-560
wos WOS:000351496100054
summary While the methods for capturing the negative effects of density (e.g. congestion, friction) are widely understood and operationalized, capturing the positive effects of density (e.g. vibrancy, walkability) remain poorly explored. This research focuses on the latter, proposing a novel spatial analysis and mapping approach that can be used to capture the intensity of urban environments. We distinguish between urban density and intensity. Whereas density refers to the amount of people or elements of urban form (e.g. dwelling units, floor area) per unit area of land, intensity refers to the concentration of commercial and service activities on the ground floors along city streets. Bridging morphological mapping techniques with recent network analysis in GIS, ten metrics that capture specific attributes of the built environment influential to intensity are introduced and implemented using data collected from detailed field surveys within two comparative districts in the Bugis area of Singapore. A discussion of the efficacy of these metrics for urban design concludes the paper. 
keywords Urban intensity, Density, Built environment modelling, Urban design, Surveying 
series CAADRIA
email asevtsuk@mit.edu
full text file.pdf (2,548,959 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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ascaad2014_021w3, ebd0, a5ab, 7fc9, 902a, 0d9f, 6966, 26c9, 0b86, 8b82, sigradi2015_11.136z24, acadia16_24y2, ecaade2013r_018v9, 410f, 3b75, sigradi2016_400k, 3465, 3bc7, a11f, e8c6, 3de3, ijac201412406l9, dccc, 564a, 3ba5, 7218, e706, 907b, e8b7, f66e, 17be, 64c9, c259, acadia14projects_375g, 9b08, 231f, ecaade2015_206m45, e791, efff, 24d1, b4f8, 8800, 774b, 2eb3, 5b4f, 45c5, 0984, fbb6, 62ce, ed14, 5528, 4f78, acadia14projects_445ah, fb30, ab62, f730, 6aba, f1e1, 8ba0, 3921, ijac201614203c9, acadia14_655ad, 3395, e18d, a392, 8315, 1a93, 6524, f902, 7226, c51c, 155d, 484a, 2586, ecaade2015_138b27, c6d5, 7b5c, sigradi2013_28t, 1ad8, 5af9, f142, sigradi2015_3.43j2, acadia16_440e26, 6bc0, 354b, 18b9, 46cd, sigradi2013_407i, 18fe, c4c7, 28a8, ae3d, 47ca, 5460, e6b5, 2b41, a934, caadria2015_013j2, 9266, ecaade2015_318u69, 15bf, 8c1d, 5f7a, caadria2017_142a37, 7350, 93ee, 04f3, 36d2, ijac201513304y11, 81cd, dd5e, 0d32, 4203, 46e4, caadria2017_094v25, 2692, 555c, 7c7a, ijac201513206c9, d561, 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acadia14_699t, acadia14_549p, a667, 0847, ecaade2016_136i38, a713, d989, c3b9, 5a36, a4f1, d3a2, 767a, ecaade2015_196y41, ecaade2014_157g39, ecaade2015_320l70, b3c6, ef50, ef04, sigradi2014_265x1, 5b58, 4352, ecaade2013r_018r9, 7dfb, ijac201412402i5, 5d68, 186c, e059, 25b2, 9f89, a1dd, a025, f111, 9abe, 4faf, c291, sigradi2013_43u, ecaade2014_011h2, 5c65, 81ef, 1abc, ecaade2015_138f27, 1e57, caadria2017_005a3, 16a4, 2335, dc3a, 3501, 2c6c, 8d92, 0f71, c795, 3d98, 0a13, c25a, 9490, 2da9, acadia14_135j, a258, sigradi2014_329v6, fa5d, f87c, 72c4, acadia16_280u17, caadria2017_149d39, 9196, ijac201614302k1, 771c, c16a, ecaade2016_223j59, b6c8, 48e4, ecaade2013r_019j10, 452b, 57e3, faa4, fc62, 54a6, 8cad, ecaade2014_089m21, f7f3, e339, 7947, 1adf, 2673, d9aa, ae28, b7e1, de38, 014e, c0ff, 01af, 7907, 6bf4, 01bf, f83f, caadria2015_170p25, 3fdb, 3e0f, ecaade2015_185o39, 521b, 52b8, cf0f, 1bc1, 07e4, 231b, ecaade2016_198n52, 2125, 6532, b8f6, 6b60, acadia14_23aw, 248f, 607f, 492d, 004a, ecaade2014_072p17, 78ae, 7770, 97b7, 12e6, 18a0, 8123, ef86, ijac201614208n13, ddc2, 2da4, caadria2016_601h25, 9b35, d1c1, 41dc, a7ca, d0d4, ijac201614101l1, 686d, 68c7, caadria2017_057x19, caadria2016_621v26, 7132, ecaade2016_114i31, e713, a9d8, 2894, ascaad2014_034l1, a3d6, 9553, 52eb, f607, 7ba0, ijac201412404w7, caadria2015_084y12, sigradi2014_047m4, fe06, b410, 5fe4, ecaade2015_61b12, 4209, a6f5, f67b, e83b, fc6d, a136, ecaade2015_92v18, b548, 0c5a, 9d56, 8bc5, 22d9, caadria2016_851s35, d9b3, ecaade2016_037b10, d170, dee4, 82c2, 7b28, baad, sigradi2016_764g, sigradi2016_752rr, 8ad8, 6452, 9b0b, bcb8, 05ce, e56c, ecaade2015_138b28, 16b8, 5bb0, b2ea, d433, ee4c, 319a, b8d3, 6854, df6f, caadria2015_111h17, 1c01, 683b, 4140, dd6e, 3256, ecaade2016_006j1, sigradi2013_429, d6a0, 0e44, ecaade2015_164s34, b6bd, 8810, 861c, ijac201614308m5, 8c67, c182, c9be, db64, 2720, 04d4, 95b8, acadia14_579l, ae41, a29d, caadria2017_004m2, 3b9d, 806e, 1403, 0d24, 4278, dc42, f932, sigradi2014_080o7, ascaad2016_005a3, e228, a28b, 393c, fd9b, a092, acadia14_125r, 1414, 4470, 40d8, sigradi2014_048c5, f399, 99ab, fd59, 7ef3, bb90, ascaad2014_028o7, b275, ascaad2014_026x6, 51cb, b033, b1d0, c45c, 88f0, ecaade2014_168u40, e46c, c790, 920e, 8d7c, faaa, 18aa, 8b29, 1265, ae4b, e5a8, ijac201614205i10, 9cd0, ijac201614207m11, 2c7e, a37f, acadia16_214s13, ijac201614207g12, acadia14_101u, 9736, 070c, acadia14projects_219av, 0922, a7e3, d362, ecaade2014_044f11, 58ae, c8a4, 5077, caadria2015_048v5, 3e0c, 594a, 2f3d, a544, 9f32, 396c, a64d, d0a8, 5fc3, 2b7b, sigradi2015_4.52n6, 4bf7, ecaade2016_025l7, 19f8, 037e, 1a4f, 8f39, cef2, 20b1, 2804, ecaade2016_224n59, d2d6, ascaad2014_014n7, 7112, 27d4, 16a8, 09ab, 4b00, 0d52, sigradi2014_314p6, dce3, 1fdf, 88a3, 82e6, a0a1, ecaade2014_239o61, 2e3f, b67a, 4376, 5cf7, sigradi2016_801v, dbdb, e5ff, cd7f, 7c55, 0693, 6d5e, 4642, 5f09, 8d14, ijac201614207o11, 008b, 1c4f, d735, 7f9c, 2b98, 672e, acadia16_98b7, ecaade2015_200t43, 6726, ecaade2015_143m30, 329d, 8ce7, efb0, 7b89, ecaade2014_108i24, 1088, acadia16_372y22, 532a, f426, caadria2017_016v6, bf51, 7ae3, f059, 4900, 25cd, 3d25, 7bb2, sigradi2016_568ll, 5a8f, 691f, 15d2, 9770, 84e4, 6688, caadria2016_219g10, caadria2015_081w11, e0e5, 5a5d, 6518, f8ef, c871, 4b82, 679d, 1d41, 5053, ed3f, acadia16_124d9, sigradi2013_244j, 23e5, ecaade2015_280d61, 6b14, 739d, 21e4, 410b, 3669, f948, b673, 6462, 331e, 993e, 4925, acadia16_98g7, 5a27, f763, ijac201412204c3, ecaade2015_83j16, 869c, ecaade2016_055h14, 01c5, 91d1, 2a4f, 4c8d, 00f7, 18af, b52c, 3e30, ijac201614402a2, d505, 1bbf, 4b6c, bd1f, 9658, 7293, sigradi2014_266j2, 1f6f, cbbb, fe0c, 46b3, ijac201412401f4, b1f9, 3321, e564, c921, 3369, b540, acadia14projects_357an, 4326, 4cb9, acadia14_23ae, d819, ijac201614102m1, 5715, 8bfa, 07f6, acadia14_135s, a09a, 593c, cb09, df23, f6f5, 9492, d741, fb54, deef, ecaade2015_83n16, ecaade2015_101h20, 7250, 4f39, caadria2016_301o13, 7acb, 765a, a6cb, cd5b, b66b, fa95, 1fcd, 0ac1, 970b, 6818, 3fa8, 1118, c9ae, ca30, ecaade2014_042o10, 5507, 7759, 353e, 48a0, 681e, 7cf0, 70d5, 3fda, 1bdd, ab73, 23d1, cc66, 4d70, caadria2016_851g36, ascaad2014_003o1, sigradi2014_339v7, 267c, 1ef7, caadria2016_405r17, 020e, 01ab, aa57, 3b66, 05a5, b6a3, dd77, 4428, e58e, c021, 78c6, 7e52, b08a, 82da, sigradi2015_6.327t8, 175f, acadia14_189ao, d4b1, d07a, 0d1c, b2c0, 8fe4, caadria2017_095i26, 6d3a, 18c1, aedf, a0ed, 73f7, 91f1, ede5, 0d23, 1ea6, c46e, sigradi2016_752vv, 15a2, ascaad2016_057s22, e029, 0164, 8a55, 83a9, c631, 4046, b193, e39f, 4390, 74c0, acadia16_382t23, ecaade2016_139d39, b81d, be4d, ad81, 490b, a301, 87b1, cbb9, 2282, 8053, c6ba, ecaade2014_133m29, 2198, f5c2, sigradi2015_4.219t6, sigradi2016_615w, 9d77, ce0e, d483, 086e, efb2, d82f, 4369, 9d9f, 4407, 0b5c, 2f6a, 74cd, d1d9, 0f8a, b98c, ecaade2016_129c36, ascaad2014_010t5, 09dd, e3a3, acadia14projects_117aw, eba3, 009b, ecaade2015_221p48, ade4, a180, 92bd, 5080, 362d, d32e, 54fc, a4ba, f079, e6ce, 2e58, ecaade2014_094k22, 3c20, e79e, 31e7, 9ffb, d0bf, 63c9, d535, 0a55, 515f, 9c04, 1866, f933, 8d3f, 1514, ecaade2016_bkot65, sigradi2013_429c, 93df, e56b, b868, ijac201614309r6, 1591, 1b96, e86e, 3d87, d6a2, bad1, afc7, beb7, 2a1a, e4a7, acbb, 59ef, ecaade2015_138w27, 65a3, 8792, c2c6, a389, 57d5, 2f45, b585, eee4, d75b, 63d8, 6e99, 2bc9, db6f, dcf8, d7ef, acadia16_432o25, 9f00, 2bc6, acadia16_154e11, ascaad2014_014r8, 1457, e69b, c2aa, ab09, sigradi2013_155j, caadria2016_135x5, 7740, 638b, a240, 77f5, c90e, 4f0e, ecaade2015_250i57, fc91, caadria2015_156h24, 945d, b9a0, 6d32, c3c5, caadria2016_861i37, 668d, 8ec8, 0132, 53e1, ijac201614207o12, 523a, 3c34, 3eeb, 0727, ecaade2014_012m2, 09a2, a72a, ijac201614105t5, 1895, 90a3, da6e, ae3a, d458, 4d8a, bf50, fa79, 0486, f464, d939, ecaade2014_140m31, ee17, sigradi2016_710cc, ascaad2016_036w13, 1a3f, 1221, f761, 7044, 855e, ijac201614305j3, d35a, 4a1f, ae75, deda, 0c0d, d6cc, c3a7, edf6, 8b2f, 1fd5, e7f3, sigradi2015_8.328l15, dc86, ecaade2014_153n36, 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2c78, d76f, 389c, a5ae, b8a9, e923, 7652, ecaade2015_83k16, 616c, d187, d473, c729, b307, 3bbf, acadia14projects_135z, d027, 1c2d, c56c, f49b, ff29, 8f04, 57cc, f22b, 1477, ecaade2015_317e69, 3386, d5b2, ab64, e7da, e691, a333, sigradi2015_sp_12.402v31, ijac201412406p9, 42e2, 1dcc, 9e49, ecaade2014_226b59, 7027, c738, 626b, caadria2016_797w33, 3f23, sigradi2013_342l, 0480, c7a9, 9ae6, 87a4, acadia15_195b8, 6350, 62c0, f27e, aa3d, 7953, eef2, c859, 8006, 08be, caadria2017_183a44, ecaade2016_230l62, e795, bf06, ecaade2015_193w39, 2244, ade7, 9ef0, 8d0c, acadia14_23aa, 4c02, acadia14_435al, sigradi2016_484g, 3f5b, 76c4, 61d5, b07e, 679a, f47b, 964f, ecaade2015_215j47, 7473, 89ee, caadria2016_395w16, ecaade2014_187e48, e91a, 1c4c, 2961, a759, 996b, ijac201614304x2, ecaade2016_021b6, 9db3, dbed, 381d, aef6, ijac201614208l14, 2963, 08ae, 5af2, eaa3, ecaade2016_168i48, 058d, 289f, 6f5b, 0f54, dcbd, 577c, a1a5, caadria2015_126o20, 7c7d, 0cf2, 8dc9, 6760, 043f, 75d1, acadia14_101as, d303, d189, c345, sigradi2016_530ee, ijac201614105v5, ijac201412205m4, 4d94, caadria2015_220e34, ecaade2015_18b3, 7615, b77e, acadia14_189ay, sigradi2016_777aa, acadia14_247u, f5f7, b736, ijac201412302e7, 1063, 0aaf, 60eb, acadia14projects_637ah, 919c, 8fdf, acadia15_195a8, 7564, aaff, ijac201412205r3, 6af2, caadria2016_663v28, 9d00, 5c62, e5ec, e7c1, ecaade2014_143u32, 5c37, 123f, sigradi2015_10.7h18, 70c2, 2c85, 2a8d, af69, 5b46, 1b5e, 8abf, 4a93, 5542, 5c83, f0c6, 5692, 5458, 245e, 9dc8, f1b4, 979d, 3ea3, 5be5, d821, 5e4a, cf93, a003, b285, acadia14_389ax, a252, 2854, 4684, 80d4, acadia14projects_33ah, ecaade2016_136j38, 8e50, fb6d, caadria2016_693e30, ec00, e5a2, d12d, 18c3, f128, 748b, b0e4, 6dee, 3dcc, 1d99, 7e57, ee14, cb66, bed4, ascaad2016_006i3, c3c3, 1422, 43a8, ecaade2016_bkok65, 901a, e05b, ecaade2014_053n13, fc73, dfe4, 4c20, 9660, 3c39, 471e, ee13, c0f6, 1706, bd18, 9e70, 9dce, 9a21, 3539, acadia15_513z22, ecaade2014_151y35, 07df, ecaade2016_071h19, 2f70, 1788, caadria2015_181h27, caadria2016_259n11, c16d, ecaade2016_199y52, 6a64, sigradi2015_11.222r26, 6108, sigradi2015_12.297i28, 67bc, 6a04, 9b77, 4b52, 81c5, 8c99, 7710, 80c7, sigradi2014_252s9, b27b, 7e53, ff9a, ecaade2014_233n60, acadia14projects_619ak, 7e61, cfce, a30c, 89a0, 2521, 96e8, caadria2015_084c13, de5d, sigradi2014_185x5, 5d30, ascaad2016_049r20, 88a6, d003, e8d0, b92b, caadria2016_683g29, caadria2015_014l2, 3a4b, 3b06, ijac201412402z4, ecaade2015_144c31, ecaade2014_151w35, 6f6b, 19e2, ecaade2013r_018i9, 6da0, 245d, f234, 657a, 0213, 7f8d, 168c, ecaade2015_22n4, 6aa2, b349, 7c4a, d023, aec5, 4f72, 548c, b217, 6fde, ecaade2016_084h24, 1e0c, 9055, 4fd8, 3626, ecaade2015_38s7, acadia14_47h, 048f, 9b0c, e66f, 3b9f, 16a6, b958, ijac201412204d3, f951, b299, 2ff1, 9661, a44b, d575, 5790, c6e8, ijac201513201g5, 7562, 66bf, 4793, a03e, 61c8, cdc5, 1424, a382, 4b2d, 337e, 8705, b3cb, daea, d5f6, 13df, 9067, ecaade2016_072i20, ecaade2015_297z64, 27eb, ae14, d1b3, 11da, b8d0, 4125, eb64, dd28, ccde, 37f6, 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sigradi2016_741jj, dd82, 4a9c, 9cf3, 2c34, c410, df2a, 89ae, 64ef, 7701, f407, 8e8b, 2c50, f24c, ijac201614102b3, acadia16_414c25, 3c49, 9a8c, a0ff, f988, ecaade2016_105d29, cfe8, sigradi2013_347o, e9ba, 8c74, 23cf, caadria2017_005h3, 5b19, 4ca0, ijac201412403i6, ijac201412303o8, ecaade2016_134b38, ffaf, 64b7, 9241, 9bb3, acadia16_62k4, 11c5, ec94, 68de, 3bd2, 3f29, 1db8, acadia16_450p26, 9dc4, 153a, d959, 41fe, 0d8f, 8fc9, 65a5, 380f, 5a4d, ecaade2016_084j24, 47a7, c4f4, 80e2, caadria2016_135b6, 493f, 0722, a0fd, 3e19, bf31, 1825, 695b, 68b9, 2bce, d05e, fcbb, ba5a, 247f, f251, acadia15_431t18, ecaade2015_87t17, a60c, a50d, acadia14_53s, dbe4, 56a5, 691e, dd22, c700, 7c36, caadria2017_056n19, 512c, 3885, d2b8, 1213, sigradi2013_112f, 4ca9, 4947, 6b0e, sigradi2016_815cc, 83d2, sigradi2014_313t5, 24af, 5c6d, 688a, 1051, caadria2015_078c11, ecaade2014_188p48, 10a9, 1ae2, 4d91, b8f5, 7a0c, ecaade2016_198r52, 9fb9, 97b2, 2ef4, b727, 524c, d198, ec09, 9b89, 124a, sigradi2016_685oo, d145, 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ecaade2015_17u2, fc18, 17cf, 4466, 74b7, 480d, 15f7, 2a2c, cb83, a1d4, 1963, 2ba6, 7d14, 5e6a, b97b, e111, bc0b, 9052, 7cb4, 06e0, 5286, sigradi2013_138p, d002, c8f0, 24b1, 02e4, 2562, a55a, 707c, ecaade2013r_003m3, acadia14projects_619at, 7302, 35e2, 0394, 3b4c, caadria2015_124v19, sigradi2015_10.7f18, caadria2015_111o17, 6141, 4896, 1161, 52a6, 4b01, ece9, b90c, 30cc, 5d9e, b242, 89b8, 78b1, 3c5a, cab2, acadia14projects_81j, ad63, da3f, 21c0, 78ee, 88cd, 648e, 6d58, a533, sigradi2014_068y5, 8b3b, caadria2016_445z18, 7eb7, ecaade2016_098e27, bb8c, 50fc, d58d, 40ea, e096, 6415, 3f84, 030b, b711, 1798, aed0, 78be, sigradi2013_212t, ca57, c1e0, 85bb, 5565, ecaade2016_238n63, 4bb4, caadria2017_096e27, c2dc, f942, fb27, c991, 77c3, 2d66, 7d5d, c3bc, 5877, 9ecf, acadia14projects_601x, 08d9, 959e, 59be, fcc1, b4e0, 0a06, sigradi2014_347t10, acadia16_184x12, ec45, 2f0f, 192f, 1aa8, 3366, acadia14projects_301aw, sigradi2014_041j3, f3c2, e36c, a9da, 897e, ecaade2015_138r29, cd7b, 5187, a083, 9a9a, 9fd0, e963, acae, ecaade2014_218s55, bd5e, 5988, 6926, a508, fba2, acadia16_280v17, 6f0e, 2e2e, 1fa0, 927e, ecaade2015_176x37, 7008, caadria2015_012d2, 93b0, 809e, da81, 8138, ecaade2016_163r45, 7356, 5101, f2c0, e840, 9f46, 7ffe, 2311, 19ac, 307f, 622e, f4a2, 961a, d6bf, 4a1a, cf20, c078, 0aff, 8541, fb22, d588, 3228, 846c, 22ab, fe81, 3f01, ecaade2015_206a46, 2beb, 4499, 3e78, dc82, d4b8, aa62, ecaade2014_195z50, 3fd4, 8689, 179c, efa3, e89b, e630, 2bd1, 1e85, ac20, 48bb, 8fb5, 1267, 0c11, ijac201614206x10, 7630, 500c, 91df, ascaad2014_005l3, 3d2c, 0415, e275, 2e77, 80d7, 0330, 0ea9, cc61, d27c, 02f3, caadria2015_226b35, 1276, 6698, f017, 204e, sigradi2016_659t, 86a1, a2fc, ee3d, d6d9, ijac201412304c1, 2b03, bd10, b14d, acadia14_661g, 361e, 1378, ecaade2014_114e27, 13ea, acadia14projects_435ae, f823, c3df, ed72, caadria2017_104c28, 7844, d9b0, d7b6, 81ac, 1c8c, ee44, ascaad2016_042u16, f856, ecaade2014_023x6, 38ae, 577a, 20ec, 3f0f, 1750, sigradi2015_3.268h5, 21c6, a8d1, 06c8, 6d2f, 23f6, ecaade2015_240r54, 1768, 9aa4, 0eae, 04c0, 4d7a, 0fc4, 5ba8, 5157, 3587, 9ceb, 77ec, 8d5e, e5bd, sigradi2013_226r, 1d6e, f3a1, 4a04, sigradi2015_10.309w21, a875, 3a2b, 366e, 6c3c, bd80, 00fd, 8745, 76ce, 50c9, 3318, 0e90, 5a00, e756, 2096, acadia14_63ah, 3a8e, 0e1e, 86d5, caadria2017_055j18, 4b6e, 061b, 0f8c, 2471, ca0a, 45e4, c62e, cdeb, 1894, 1f0d, 3d55, cefe, 86f4, ijac201614105t4, 0aa0, 9f4a, 6b6d, 7b02, 447c, ea55, c0fb, acadia16_280c18, ef38, ecaade2014_139a31, bd04, 1748, 2b9b, 995b, ca82, b708, 793e, 5306, sigradi2015_8.289w14, ecaade2015_82x15, 3d5a, 9ce6, 6ced, e859, 14d3, 0611, 32a6, 4415, 6a73, dc4b, 4a2a, 1e34, 1f91, a3fe, 049c, db48, 18a1, df36, 36d8, f114, 1887, b358, dad9, 01e2, e594, sigradi2016_522z, 87ef, e4de, 3799, 9441, 2c5a, 56ad, 5c77, 87a8, ecaade2015_138r28, 3d77, 8e1d, 62ff, caadria2017_163i40, ed8e, f8bc, f084, sigradi2014_036t2, e1dd, caadria2016_333u14, 9136, 66c3, 12e0, d086, 9838, 17f9, f8b7, abfb, caadria2017_155u39, 740a, caadria2016_517g22, 8cf0, ijac201614407t4, fddc, ccd8, acadia15_343l14, ecaade2014_153v36, d428, 5a1e, ijac201614205t10, 75ec, ijac201614402p1, caadria2017_190o45, efd3, 86bc, b48b, ijac201412403o5, 4713, 0c6a, de1b, c060, caadria2016_683f29, 88fb, caadria2016_291r12, ijac201412408t2, 7395, c699, acadia16_106j8, sigradi2013_160i, ascaad2016_039j15, caadria2017_183g44, acadia14projects_267i, 4d42, ecaade2014_208w53, 1f79, 6cc7, 0fe6, caadria2017_015r5, 7adb, 4fe3, 785b, f95c, 0ea1, 290c, 4c7a, 7e63, 61b1, d116, 2af1, 8a79, 846f, 9ccd, 91eb, c4f6, a534, caadria2017_096n26, 0218, 4ab9, 0a41, acadia14projects_167x, 8510, 55dd, ecaade2015_92x18, 6b49, a6c9, 3234, 5eaf, 5051, 3912, 694d, 625d, ecaade2015_284r61, a6f6, sigradi2016_564kk, 6ec3, dfd9, 67cd, 67ed, cf80, caadria2017_029m10, 8f14, b25d, bf3f, f868, 9877, a04f, ijac201614401g1, acadia14projects_435av, faa1, 7a9d, dcf5, 0a95, caadria2017_002i1, 1c82, ijac201614401i1, caadria2017_136t36, 1fcf, acadia14_247i, b56c, aa8c, df9d, sigradi2014_345u9, 4739, 08f8, 1d88, 1117, 4b97, 009f, ecaade2014_175v43, c081, ad8e, da68, 02b6, d4cc, effb, ab6c, e53f, 81eb, 3406, c15e, 2c3f, e5ab, fead, 7ce2, ecaade2014_157r38, 429a, 28f6, 25de, 93c5, 2e4d, 8d72, 7040, c025, sigradi2015_8.47d11, 0163, sigradi2015_10.378f23, 015b, 093d, 7482, 65ff, d99e, c57c, 25d1, c7b2, acadia14_671r, f437, caadria2016_641r27, 0b63, 819c, faf6, ecaade2016_162c45, 304e, 1455, caadria2015_237u35, dab7, acadia16_394k24, caadria2016_871r37, 156b, e027, 4a7f, cd67, 0813, 2e87, 8a38, ijac201614307h4, 0110, 5f5c, cd0f, 6309, 3497, 8c26, 8157, a6e7, b3e2, e710, f262, caadria2017_030b11, ijac201513203o7, a0f3, 79ee, 9334, 557d, 59c3, caadria2015_203e29, f074, 889f, d56b, bb2c, fa24, caadria2017_028y9, sigradi2014_192p6, a0c2, 6ba7, 0ac8, 5e55, 9049, c249, 3505, 0b76, 0c88, ecaade2016_136r38, 1d0a, 47bb, 9c0b, a2c0, ecaade2016_119l32, caadria2016_045l3, 6f4c, sigradi2013_313t, ecaade2014_140j31, 1eb0, ijac201614305o3, ijac201614205f10, 694c, ecaade2016_tkog67, feb3, 6cec, 4037, 98aa, 8bfe, 271d, debc, b4f2, 07f8, f38c, e35b, sigradi2016_690e, sigradi2013_425p, dfcb, 8e63, 92ba, 0ef5, 9137, 11b4, 106b, 2d90, ecaade2015_248v56, sigradi2016_490ll, sigradi2014_303h5, 4616, b8f9, 1d9c, c8ef, sigradi2014_042m3, 8347, 24b8, bbb6, 7593, 405d, d806, 376a, 75b0, 8fa4, 4bf9, 33b4, ea97, a71d, 59e0, ascaad2014_024x5, 391d, ecaade2014_016j4, 4929, 1474, 64f1, 6e17, d449, acadia14_339ai, ab57, 2a46, 2c88, 270e, e8c5, dc03, b4ea, 29d2, caadria2016_333r14, 6836, 4edf, bdb7, 2db0, 271a, 538d, f03c, 8227, 903f, 9c94, 0a8d, 1d26, acadia14_189an, 5e06, ce79, 561e, 8257, caadria2016_445y18, ed73, 2fe2, 728a, 3517, 74da, 4222, 6a63, 4451, 2c14, bd2e, 7a45, 711f, 29a6, c77d, 2328, ijac201614402y1, acadia14projects_619ad, 84ff, 38c7, 1f00, 7b0b, a9ea, 6e1d, acadia16_78s5, ijac201412304r1, ecaade2015_237h54, c37f, 0c4b, 021a, 4de9, 7b7d, caadria2015_043k5, 275f, df1f, a67e, 0531, 3e29, 2044, 64e3, ecaade2015_269m59, 27be, e1b0, c3d9, 3ff3, e524, 60a6, 64c4, cf4c, 9666, 15e9, 1709, 8500, c37b, 9213, 73f1, d235, faaf, e861, 2a76, 13ab, 5a29, 13fc, 173d, edd7, ecaade2014_113d27, acadia15_469j20, fc4f, 6c83, c384, 56a4, 0879, bb75, 3420, 5ece, ecaade2015_53t9, 2f71, 8a14, 0fef, 4c23, 07b8, 770a, 723a, ecaade2015_118t23, 266c, acadia16_196e13, 0965, cc4c, 04d2, 9ac5, d32a, acadia14_487f, caadria2015_114k18, ff17, ecaade2016_032u8, dd2a, d6c0, 3752, ac19, 8b8c, ecaade2016_191b51, f657, a0c9, caa2, e562, d142, 7a62, 8e01, 52ea, ecaade2014_186w46, 7dd9, 160c, 5f7b, 70a7, ecaade2014_112i26, c731, 8934, 9896, 8212, b643, 4f01, bc54, 2811, 79e5, a980, 4f8e, 6148, 3c66, 84b0, ascaad2016_022y8, 2366, a185, caadria2015_126d21, 4b84, 543e, 425e, sigradi2015_3.345z5, 0ebe, 18c6, caadria2017_028g10, 061e, 8b75, 7908, 7acd, 95db, db75, c150, 1c09, caadria2016_105y4, df2c, 1889, ijac201513302o10, caadria2017_051v16, 6b47, ce77, a963, 9d05, caadria2015_209c32, caadria2015_188y27, de49, 035d, 40c3, 7be5, e809, bde0, 5264, e4b4, 6426, ecaade2016_119p32, ee83, 2870, ecaade2015_248u56, 8c10, 39de, faa3, ecaade2016_234z62, c899, ecaade2014_057d14, d63d, 1d1b, ecaade2016_110e30, 3475, ecaade2013r_004x3, f22a, 4769, aade, ecaade2014_094p22, 26ad, ascaad2016_048e20, 4ab1, 82f1, 428e, 1980, 2cc8, a452, 9a2d, f551, 1a87, d6a6, acadia14projects_609au, sigradi2016_484zz, 92e8, a37e, 7129, 1db6, 21e5, 4e14, sigradi2013_397i, 8038, 2357, 99fd, acadia14projects_91u, sigradi2014_252t9, 3905, b9be, f2f6, 02ac, 6979, 8f1c, caadria2017_016z6, 6d96, 8442, 2a0b, caadria2015_114f18, d265, b6b5, b925, ecaade2014_168e41, acadia14_177ac, sigradi2016_654tt, 40b6, c1a3, 3168, sigradi2015_11.34z23, acadia14_681al, 7041, sigradi2013_183v, 9987, 0f0e, caadria2017_163r40, 89ab, fa89, 74d6, 4cb5, 1794, 510f, 51f5, 0b1f, ec7d, b505, 26c4, 8e41, fea2, abcd, a7b9, 927f, 3d6b, caadria2017_069u21, sigradi2015_8.47e11, 5145, 93aa, a0b4, a1ae, a3cb, 4f33, acadia16_344c21, de1a, 6cff, c297, 92ea, c019, 11b6, acadia14projects_375b, 5fd5, caadria2015_130d22, 470f, acadia16_280s17, 437a, ecaade2016_032r8, acadia14projects_357ar, 9803, sigradi2015_9.141f16, 8bc8, 4014, ascaad2016_021i8, 374e, acadia14_43al, 03e4, sigradi2014_084d8, caadria2016_477x19, c290, 3f9a, 53e4, 6a67, sigradi2016_595ii, a790, eced, ecaade2015_94j19, caadria2015_172e26, fcb4, 4255, sigradi2016_599pp, 19a9, 97d8, acadia14_375d, 1519, 7634, 7f4a, 059f, 1040, 4b75, caadria2015_032w4, fa14, cd41, ecaade2014_072d18, fce9, ecaade2014_220g56, 5398, 981a, f92d, ade8, b7fc, 3f39, 8d43, 6227, 2228, 7e39, 7524, 7b4c, aa65, e8c8, f3eb, c16e, c29f, 1d1c, fdc8, 022c, 759c, 1e47, caadria2017_021j8, sigradi2014_169t4, sigradi2014_151p3, bdfa, 0aae, ecaade2016_023p6, 4fb2, 7e1c, c8d4, ed9f, fe62, 5b43, ecaade2016_193t51, 54dc, cd5e, a41a, sigradi2013_150, 4762, 51af, 029c, 46c6, c055, eac7, 19b1, 2843, e720, acadia14_671u, d6d4, 1a4d, 784e, c942, 57a9, b16f, ecaade2015_285z62, 93cd, 654b, 5b76, ecaade2014_186g47, bfba, 4b08, e50c, b7cd, c9ab, 18d8, caadria2017_048n15, acadia15_263s10, 8c9a, 4c91, 7a24, 623b, cd2a, ijac201412407f1, ad83, sigradi2016_382dd, caadria2016_085h4, b004, dc14, ijac201614405w3, b53f, ecaade2014_152k36, c99f, 61d9, e0b0, 7ff8, ecaade2016_167e48, 337c, acadia14_237az, e85f, 0185, 9cbf, 98e6, ijac201412301k6, 272e, 5206, acadia16_332z19, 2754, ecaade2015_205w44, e3bb, 7c54, 68d8, 659d, ascaad2014_017x9, acadia14projects_177n, caadria2016_851f36, acadia14projects_709ap, 1d11, b1cf, fb62, 23b1, 5c84, ascaad2016_028d11, 0357, 48f0, d4c6, 23c7, e6c7, 12c3, 904f, e917, 74f9, e885, 4852, 5115, caadria2016_611h26, e1f9, c281, 170b, 225a, b835, 83e7, ecaade2014_195y50, b9b0, caadria2016_187t8, caadria2016_229w10, 0fcc, 2b4a, ab6f, 61bc, b13a, ijac201412403a6, ascaad2014_017l9, acadia14_517m, c76c, 5633, acadia14projects_463as, sigradi2016_383hh, ecaade2014_139h31, abb1, b8a6, caadria2017_163h41, caadria2017_165r41, acadia14_153g, 02d7, 05c4, c5f1, 5e81, 4afb, 03e0, 712d, 586c, 9eaa, 39d8, ascaad2014_023c5, 790f, 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