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_087
authors Lee, Jung Hoon and Atsuko Kaga
year 2013
title Visual Analysis of the Relation Between Concentrated Districts of Knowledge-Based Industries and Third Places in Osaka City
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. 581-589
wos WOS:000351496100057
summary Recently, as the changes in the economic structure, service industries have become an important factor of the urban regeneration.  Especially, Knowledge-based industry is garnering attention as an engine of urban economics. Urban present condition such as location of Knowledge-based industry visualization and analysis are main issues for people as well as policymakers, urban planner and designers. This paper presents analysis of the spatial characteristics of the distribution and spatial concentration of Knowledge-based Industry, specifically Business-support Services. Furthermore, this paper is intended to describe examination of the visual relation between spatial conditions and configuration by visualization using GIS and space syntax analysis. This paper shows that business support services are likely to concentrate in specific places. Results of this study show that each type of business support services is concentrated in different districts. Results show that creative design industries are located near the park, riverfront, and such third places with high integration and connectivity with the street by space syntax analysis. Results show that concentrated districts of creative design companies at inner block show relatively high local integration values and connectivity. This study elucidates how industrial concentration and spatial configuration can be ascertained visually.  
keywords Spatial analysis, Knowledge-based industry, Third place, GIS, Space syntax 
series CAADRIA
email lee@mit.eng.osaka-u.ac.jp
full text file.pdf (3,929,894 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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caadria2015_077z10, 84db, f175, ecaade2015_21k3, ascaad2016_044u17, 3e6e, b801, 583e, 5039, ecaade2015_158c33, a914, sigradi2014_181v5, bf12, f23f, 6517, ecaade2014_038d10, d7a6, ecaade2014_233h60, 8901, 8471, 55f9, 67cc, ijac201614302s1, b222, ascaad2014_037k2, 2768, 9229, 4ce6, 61df, ecaade2016_bkor65, c990, 99b6, 8029, 2704, ecaade2014_143u32, aa1d, 6736, 6cee, 8e93, a046, cae9, caadria2016_125t5, 064e, ecaade2014_016d4, sigradi2015_sp_12.402v31, 23ca, 6f8d, 90c8, c97e, a25d, 8245, 5152, 4fa2, ecaade2016_072g20, 964f, caadria2016_611a26, ecaade2016_217r55, sigradi2013_397d, f81b, 5c07, 389c, 478d, 497a, sigradi2014_305n5, 5a99, 7d60, acadia16_382f24, 7815, 4df8, 60f9, 6e83, 76ab, 0464, 6202, ijac201412204o3, 77c2, 1c1c, 2af1, 12ae, ecaade2016_070p18, acadia14_125z, 412b, a968, sigradi2015_10.140n19, 2fe1, ascaad2016_038w14, c6c1, sigradi2015_8.186o12, 7035, 8e24, ac10, 40ad, b136, caadria2017_132j35, caadria2017_118i31, ecaade2014_220c56, c2b6, 99df, d6cf, 41b6, 9033, 7ab6, 9907, 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b456, 5955, 14ba, a22d, 33f2, 32f5, acadia14projects_145ah, a935, ascaad2016_001e1, 6fc1, 9458, d264, ffe4, e868, 4c1f, 0416, 8808, caadria2016_559y23, sigradi2014_345b10, acfb, a41b, f4d7, 3a27, 130f, 94b3, 3f65, 0098, 7b23, a569, c838, 409c, 6520, bb1f, 72cb, 4d9a, b74f, a175, 8a45, acadia14projects_719s, caadria2017_008y3, ecaade2015_318r69, sigradi2016_792f, sigradi2016_695m, 10f7, 37b3, acadia14_357au, fa4b, 53eb, bac1, b3e0, f3f2, ascaad2014_024h5, 3914, f8c9, 4f9d, sigradi2014_178h5, 7374, f073, caadria2015_114a18, 78d7, 6ec6, 8f63, e7b0, 5ff4, ae7d, acadia15_263a11, 56c4, 8108, 1962, dd84, 283d, 5fe3, d0d4, acadia16_244l15, ecaade2015_233c53, dc0d, ba77, e8ff, 205a, d666, 822d, c2f6, c12e, 4bef, ecaade2015_100p19, 5706, 2562, 1887, 8d46, 6f2e, 35d4, 4d37, b4b8, e505, ecaade2014_011e2, 78a9, ecaade2015_152s31, ecaade2014_066h15, 8eca, af82, caadria2015_114o18, 6ca4, abc5, caadria2015_090p14, 4bd9, ecaade2015_22p4, 368a, faba, 5792, e4bd, 05b4, 1416, ijac201412402y4, 47bd, caadria2015_086f13, caadria2015_206j30, 23c1, sigradi2013_158t, 4017, 9a89, fed6, caadria2017_074h23, b2f7, 5e27, 4b41, 3414, 090c, d695, ce6d, 94de, d84c, f488, ae20, 4d22, af8f, 888f, ad2a, sigradi2015_6.329x8, 33d6, a177, 8b59, cc71, 20c4, caadria2016_259p11, 2a33, a550, d962, 8125, ecaade2016_072p20, a472, 7ed0, 52b7, caadria2016_281g12, a69e, 1db4, 0d4d, 4e32, d95d, ascaad2014_005r3, ed21, 067a, 8e6a, 1a34, sigradi2016_571zz, 3fd3, c57f, 253b, 3707, ecaade2015_256b58, 4754, efd9, 5eaf, 7808, 38c1, ca24, ff7c, a7cc, 215d, ecaade2015_314f68, 88fd, 04e8, 1c9c, de3c, ce3d, sigradi2013_194k, e6f6, a45d, sigradi2015_13.316x28, 1408, 1aa6, e55b, ecaade2016_166d47, d3fb, ecaade2015_279v60, 48a1, 11e5, ff81, ecaade2016_114i31, 74ae, cf57, 95fd, bccd, a875, sigradi2015_8.81w11, 1100, 5a21, 7b36, 590d, aeb1, 209c, 709a, caadria2015_012b2, 89b8, 0fd3, 0c50, d76b, ac00, 344c, ecaade2014_072j17, 0d94, e962, ecaade2016_111s30, a322, 113a, 863b, e8c8, 154e, 66b9, 21c8, f742, 2982, cf52, 59ed, 1dcb, f9ca, ijac201513201j5, 9199, fe57, b994, caadria2017_145f38, caadria2015_203d29, 693b, ecaade2015_161f34, 8839, 651b, c9f5, eebf, 106b, ecaade2016_123d34, 74e6, ecaade2015_59f11, 599f, 4dbb, caadria2017_048v15, f23b, ee59, acadia15_333s13, 942c, caadria2017_033o11, a093, e538, 1c81, 1ac6, 4a56, e316, 04d4, 339e, 8991, d322, 030e, 57bd, 15a4, e2ce, a1a6, caadria2017_052y17, 9307, acadia14_427al, 16de, 025d, e237, 0e24, 0dd6, 50eb, ecaade2016_239w63, a2e6, 57a2, a6f7, eb26, e2f3, ascaad2014_017s1, ecaade2014_139g31, 19f7, 0823, 8bae, bb1b, 4b91, ascaad2014_008m4, 28fb, f9dd, b6c6, acadia15_451y19, b9f5, 98bf, sigradi2016_560bb, ecaade2016_163h45, 032c, 73ac, 9b5e, ecaade2014_128u28, 4f3e, sigradi2015_6.329y8, f420, 0f27, 755b, 30c8, feac, 731d, 02e1, 4021, 5604, ecaade2015_55o10, ijac201412408m2, b084, 0021, ca6d, cc7f, ddbe, 4546, 5f5c, 2c3e, 6763, ijac201513302n10, sigradi2016_443uu, 7d40, acadia15_407l17, 6121, 4f27, 0bac, db98, 9994, 7bcf, fa95, e58e, 93b4, ascaad2014_029r8, ecaade2014_188k48, fabd, da7a, 644d, 8ee9, 3221, ecaade2015_138b27, caadria2017_155m39, 7faa, 019a, acadia14_579h, 381b, 4163, 22a4, 1690, 5a38, bf4a, 2e06, f3f5, b2ad, 50d2, 1d6d, sigradi2014_345h10, 215f, 09b1, e53c, 5a6e, acadia14projects_479au, d7a4, caadria2017_113w29, bbd1, d093, 6f3c, 7402, ecaade2015_164p34, acadia14projects_229h, 4f7c, fe73, 65ba, 0ccc, 1fd0, f1a8, 525b, 4fce, 6a6b, sigradi2013_311i, e376, 1516, 8d49, 0638, acadia16_54z3, acadia14projects_339aj, c7fd, 5f61, f18f, ec8b, ecaade2015_229w51, 92b3, 0f41, sigradi2013_315z, c459, ecaade2014_012l2, acadia14_75b, adb7, 8b1c, fc21, 0576, 3d8e, 3845, 9e33, a5d0, 6217, 0d52, fabe, b6f4, 883a, 75fb, f737, 7283, acadia14_219e, c4af, aad0, f049, 356c, 0996, 4e95, 1d09, 15c7, ecaade2014_195s50, 14b1, sigradi2013_234e, 20bb, eed5, 49f7, c4b6, 27e3, sigradi2013_364s, 96ff, ec31, 6c0c, ffca, caadria2017_058e20, sigradi2013_267b, 52e2, 3f05, d46a, 9619, 3baf, sigradi2014_169s4, 9488, ecaade2015_301x65, 167e, afb1, 4fd4, ecaade2014_089t21, 4063, 5ca5, b082, 2ef8, f6ca, d2ec, caadria2016_003a1, 6142, caadria2015_073n10, 76c8, f43c, 20be, fc83, c978, 2e86, 07ef, eb09, fd1e, ee64, ijac201614308w4, acadia14_539f, a81f, 3816, c24b, 07b8, 7f63, e1c9, ddbd, 0ce1, ecaade2016_075g22, acadia14_267o, acadia16_372x22, 527b, 4876, bef1, f0e5, 2f2a, 219c, ecaade2014_175u43, 2c8b, 067f, 1a07, 0826, acadia14projects_609ag, e300, 7df3, acadia16_362v22, d246, 6be5, 467f, sigradi2013_386a, ce71, 7340, 4075, 3e25, 3a48, 9d31, caadria2017_028a10, e5b1, 5e50, e17b, ecaade2016_234z62, ecaade2016_222u57, 3f19, 8b30, 34c7, 92d9, ecaade2015_200k43, ecaade2016_223n58, f9f0, 85a7, 74ca, f590, b0d0, acadia14projects_33an, 211c, d70b, 988d, 05d1, 690000, ecaade2014_192d49, b438, 799d, ijac201412403w6, 54bc, ee8b, c29e, ffde, sigradi2013_366b, caadria2017_056b19, 5661, ecaade2013r_010p6, a73b, ecaade2016_120f33, b9cd, acadia14_627ao, 3f90, sigradi2014_313h6, d1b7, fc77, 37c1, de15, sigradi2014_345s9, 5787, 0b1c, 5df2, 2883, b654, 2abb, 3442, c02b, ijac201513302d10, abbf, 92ca, 1f32, 2ea4, 7132, 9f2a, ecaade2015_199x42, ecaade2014_201d52, c201, 31fd, ddbb, 044b, 81a0, 7ac3, 7537, d5c9, 970f, 091b, 4326, c458, d7c5, df2a, ecaade2016_108p29, c6e1, 780e, aa07, 0fa0, abf9, 14cc, 3438, acadia14_347ap, 617a, 1de4, 47b0, 99fe, 93ed, 7102, a947, bfa0, 24a0, 6e0f, 256c, aad4, 3c60, eafb, eddd, ascaad2014_014h7, dc20, 49f4, ecaade2015_332r71, 4c49, b9e9, 9d51, 01fb, caadria2016_797s33, ef8f, 6c28, d1b5, 9f2e, 75e3, f5a8, acadia14projects_219c, 1a50, 0091, bc72, 1f8a, ecaade2015_221u48, 0158, eb38, f971, 7aec, 7c94, 6b28, ecaade2015_53y9, a5f9, 8f6e, ecaade2013r_009u5, f161, aaa4, ecaade2015_101d20, 81f4, e0db, ecaade2016_223e59, 2af7, 58b1, 9331, fe75, 5133, 0738, 7f0e, 7840, caadria2016_755k32, sigradi2014_289k4, ascaad2014_017l9, b75a, e20d, dd9c, ecaade2016_068e18, ecaade2016_163c46, caadria2015_078c11, acadia14projects_699n, ecaade2014_153a37, 72d4, 1797, 4cbb, 403a, d1ec, 7823, 2fb8, 6ea2, cf45, ijac201412408n2, f29b, ad02, ecaade2014_052d13, 911e, 84e3, e396, eac5, acadia16_478o28, acadia15_451x19, d9ff, 30d3, acadia16_140n10, acadia16_130r9, c731, 2a18, 9209, 15a3, e39f, 20b1, b4fd, be36, c25c, 8576, 4c0f, 535f, sigradi2013_330f, 7e7a, ecaade2016_078g23, 0229, caadria2015_087v13, 691a, sigradi2016_771s, b7a9, caadria2016_095p4, 777b, d204, dc73, e836, 635c, 5adf, 6bfb, e452, 0df9, a994, 3720, 3908, 9e8a, caadria2017_122x31, 36da, 4928, 6a83, 48bd, d37f, cae7, 83c8, e30a, ecaade2014_188r48, caadria2015_119b19, ascaad2016_017d7, 73ee, caadria2017_104x27, ascaad2014_005z2, f2dd, 78b3, 38b6, ea9e, 0bfb, f6f7, 195e, a566, 4784, ebb7, 2481, cda0, b4b7, sigradi2016_446qq, 9262, caadria2015_090v14, 3336, 46da, 313e, 882a, 948a, acadia15_263b11, sigradi2014_152u3, 7894, ijac201614301c1, f9a7, 54d4, acadia14_409m, a683, 72e5, ecaade2016_ws-dleadh68, c42d, e096, d133, b2d9, d352, 835e, 7901, 320e, caadria2017_015a6, acadia14projects_53u, 14d6, ascaad2016_009k4, 56f1, f9af, 940a, cc83, 6aff, cf15, ecaade2015_317e69, 66f2, 85b8, 0fb1, aa99, 2d85, b066, 9bde, e971, 77ef, 0709, sigradi2013_194o, sigradi2014_042t3, 3ebf, 16a7, d606, b71c, b891, 7539, 3252, 5579, 92e8, b15a, ecaade2014_151o35, f730, a26a, caadria2016_829b35, f1a3, ce88, acadia15_161h6, sigradi2014_132t1, sigradi2013_400n, 6f8c, b6b0, 80d3, 6218, 5acb, ffc3, 16e0, ecaade2014_147a34, 6093, d263, bce1, 08d0, b6b5, 4867, 8f6a, 3377, 6fa6, d2ca, 5770, fe8b, 1775, 6c69, ijac201513206s9, 4d26, 4ac2, caadria2017_175f43, 2487, sigradi2014_049n5, 64c8, 25a0, 0c5c, 7e38, c465, a073, 1953, ecaade2014_140y31, b407, 9cdd, a7ac, 8a3e, 2e45, be45, 8e16, fa31, b01c, 0aee, 7950, caadria2017_185v44, b47f, 29f7, 502c, a802, acadia15_371j16, acadia15_137a5, 4fc4, a0ff, ijac201614207h12, 429c, 9251, c529, 99af, sigradi2013_401j, 75d4, ecaade2015_11f1, 56cd, 7152, 952c, caadria2017_113z29, 1ca6, sigradi2015_sp_12.402u31, 53cf, 2b2a, f00f, 7e49, 041a, 3abf, ecaade2016_042s11, 0b6f, d534, d58f, fcae, f30d, acadia14projects_339as, a2e2, 3e49, 92a6, 3101, fc78, bd4e, ascaad2014_019k3, 727a, 1caa, 68fd, 497e, ac79, cfed, ijac201412301u5, ijac201614202l8, sigradi2014_213r7, b3d1, caadria2016_063t3, ecaade2015_225m49, 46ef, 8f90, 8d9b, cc04, e853, f5df, 5c45, sigradi2016_446a, 96e9, ijac201412403l6, b72b, bf5c, f6d8, e268, ecaade2015_247e56, 2b79, 5c01, 2ea6, 0ab6, sigradi2016_817m, b690, a7cf, 56d0, bb4e, 2db6, d25e, acadia14_229f, cefa, ecaade2015_225j49, 43ae, 46e8, c1cc, acadia14_389d, d439, 5539, 523d, da24, c1a3, 43bb, 290c, acadia14_435at, 9d2c, 97be, 2194, df9f, 8bbd, c44b, 2818, ijac201513301z9, 2c78, 4e46, 8005, 5038, 8299, f484, ecaade2016_016f4, e65b, 3030, dc6e, 7b83, 2d62, 763b, 8160, ee68, c0a4, b10a, ijac201614202c8, caadria2017_057b20, f99e, acadia14_375g, 9a45, 5193, c1e1, b70c, 061a, 012c, 7a0d, ecaade2014_050c12, 241b, 20c6, ec19, 9ada, ce66, ee20, b612, 6ab7, caadria2017_127c34, bd6b, 89a4, 1113, acadia15_173t6, 6d60, 5605, sigradi2016_792p, a997, 0fe9, eddc, 133e, 4597, b85f, 2e79, 8566, 8246, 409f, dab4, e1f6, 22c7, f9e5, 3361, 2fd7, caadria2016_745f32, 4f67, sigradi2013_117j, 2215, cf22, 8e95, ae99, 1b18, ecaade2015_332t71, d856, a54d, 164e, 675b, f1ce, af13, 07f8, 1f12, fc65, 1480, d300, 6037, f634, cb3a, sigradi2014_140n2, 8dfc, e139, 4fc8, b0b4, a3a9, 689b, a438, ecaade2015_138l27, c3cf, 9473, caadria2017_054e18, ecaade2016_019n5, 9b73, 6c41, 0b02, 4bfc, 009f, 4729, ascaad2016_023e10, bee6, 412d, 1a27, d9ef, 13ce, sigradi2014_339c8, 81ce, 411f, 2b36, 5eeb, caadria2016_497w20, caadria2015_188w27, c8ce, c89b, b114, 1fea, 0a4d, f463, 863c, 0279, 13ec, caadria2017_072b23, 8c88, 0c3e, e2bd, acadia14_153j, 4cfc, 7679, ecaade2013r_006r4, ijac201614102a3, caadria2017_029k10, bd74, cc9e, bcec, 1441, 5457, 2756, 3c6a, c121, 7b5b, de75, ee7d, 6ff3, sigradi2015_6.183m8, 9bf4, sigradi2013_405v, b87c, 3aaa, 584c, dfa8, 9e44, ecaade2015_301d66, 36a3, c78f, 3dee, e9f8, 5403, cc5c, 2b64, 98e7, 2fb4, ecaade2014_153o37, a6a1, c870, 4fd8, 9a5e, 2e90, 5001, a517, 526c, sigradi2013_194f, acadia14_53n, 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sigradi2015_11.142c25, sigradi2015_12.19c27, 5a85, 8919, ac5c, ascaad2016_038v14, 7226, ecaade2015_227s49, 3fb9, dd17, 4e4e, 92ad, 819d, ijac201412201f1, 2cbc, 3e8d, 65db, acadia14_453k, 63e7, 0fc9, dd1b, 2136, ae78, d5b2, caadria2015_087u13, ecaade2016_067h17, 9197, ba90, dbda, f879, ecaade2016_021u5, 98de, 33cd, acadia15_497k22, acadia14projects_145ac, 5e30, dde1, 2ed4, 90a9, b707, 11e2, 6d8f, 23d1, 4602, 5421, sigradi2015_sp_10.179i31, d1d5, 4d5a, aa3d, 8805, 21f3, 3124, 2842, ijac201614402k1, 1670, caadria2016_187n8, b29c, 9e47, 0ae5, 5cb6, ecaade2015_130b26, 4dcb, 8962, eb2c, ecaade2014_233j60, a548, 01f0, caadria2016_797y33, acadia14projects_589d, 4c68, 5aac, 4951, a3ca, bfd8, b0b0, 21a8, 05af, 124a, 5137, cbbb, 9ea7, 6d80, ijac201412204b3, b459, a04a, be76, acadia14projects_709ao, ecaade2015_202p44, 190f, 174d, 942d, 11d4, 1961, 75c9, a149, 2f4d, f553, 6d0e, 852e, 5966, 299a, 03f3, 7cad, ijac201513202h6, afb2, ecaade2015_81p15, 965b, 9892, ecaade2015_233a53, 5a7c, 725f, 9e64, 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caadria2017_047i15, cb64, ecaade2015_77z14, e587, acadia16_106k8, 7466, 9e5d, bdac, ecaade2016_068j18, c18f, ecaade2015_280c61, 7900, 453b, da1b, e583, sigradi2016_446h, c752, 3752, 005c, 4e4f, 0ee5, ascaad2014_017s9, 4f14, a3c5, 18a6, ecaade2014_149b34, 3cec, a396, b3bc, bd1a, 8a25, 59d6, acadia16_224x14, 2636, c754, ac23, e6b8, sigradi2015_9.152d17, 5282, 1a4e, 5816, 380f, 0b08, a075, 9aac, d1cc, caadria2017_109w28, dea1, caadria2015_086k13, 5f6e, ecaade2015_113n21, sigradi2014_345j8, 29d0, acadia16_352f22, bb14, 4024, 8aa2, d688, 2ecc, ecaade2015_293y63, 1306, 3f52, 07be, 9297, 16fe, 9cea, a4ad, eef6, 832e, ef24, b85d, 18aa, caadria2017_002h1, 04d9, fc81, ecaade2016_063k15, ascaad2016_001g1, 007a, cd76, acadia14_33ak, ecaade2016_163i45, 94a9, 0fd9, 697f, 15ff, a72e, ecaade2016_025f7, ijac201614405y3, 353f, 7b70, sigradi2013_386s, d3dd, ebdf, da19, acadia16_460y26, 0eca, d7ae, d4f9, sigradi2013_10a, 54d3, 041b, sigradi2014_239f9, 5a2a, 6ac3, 6a17, ecaade2016_223k58, 2cf3, 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ascaad2014_012p6, 5a2c, ijac201412204l3, ec24, acadia14projects_43ab, 925a, 977e, bc83, dd75, 68ac, e750, 6531, 9a78, sigradi2016_770o, caadria2017_069c22, 9846, e52a, 7506, cce7, a995, ecaade2014_079u18, f4ac, cad2, cf59, a80f, 1ffd, d744, acadia16_478m28, 5ae0, 3e8a, cd8d, 01ea, 5275, a459, 41d1, acadia14projects_281ab, 77dd, 7e72, c01b, f5a7, 3463, ad19, 2547, f4c4, 0f19, 6ddd, 0793, 3f8c, 1ed3, feef, sigradi2013_194e, sigradi2015_11.34y23, 1709, 1ad1, 1d04, f058, b516, sigradi2015_10.309e22, caadria2017_046v14, 2d61, 6d04, 7c98, 9fdb, 1752, ecaade2015_206s45, f54c, 7dcb, c921, 6a75, 0612, 96ed, sigradi2013_222h, e4c0, 501e, ecaade2016_152x41, 06e1, ecaade2015_286y62, 2c75, a672, 4208, ijac201614307i4, 1968, 60ca, 9219, 3f6c, ce99, b04b, ee39, d91b, f41d, caadria2016_539h23, c69d, acadia14projects_627g, 3fe3, 529f, ijac201513202i6, ecaade2014_104v23, ecaade2014_138v30, 97b7, 5f93, e825, ecaade2014_206u53, f778, 2ae5, c399, 17c1, 30c0, 0d13, ba01, fdef, sigradi2016_510zz, 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ecaade2015_73i14, eca0, 929b, acadia14_101u, 1525, 8e13, 18ab, c45b, 5c1d, b3ba, 95ec, 2776, b30c, 9383, 074d, sigradi2014_213t7, acadia14_681as, a3fc, e26d, ascaad2016_042v16, 7ff3, 43ee, 9401, de22, 0303, f739, a52c, 85f7, 5a23, 9db7, cc61, 7987, 1a7d, ascaad2016_018o7, 7e23, dba6, bfc9, 60cf, caadria2017_046u14, 4d70, ea71, f79d, sigradi2016_571rr, c43b, cb90, ed8f, ceff, b5a8, 328c, 17fc, c77e, d1c9, acadia14projects_339ao, 59dc, d5f0, ecaade2016_167z47, a421, 991a, acadia15_203f8, aaa1, 097c, 02f3, ea70, 743c, 109b, 4cc2, 8586, ecaade2014_024n7, 82be, 757d, caadria2016_579v24, 5f53, caadria2015_072z9, 5870, sigradi2016_815oo, 4e5d, f665, acadia14_627h, a4b6, 5011, 93c7, caadria2015_070x8, b338, ce25, 30b7, 8324, ijac201412205m4, cd8a, fd7e, caadria2015_208w30, cba5, 7ab1, 54a7, c8a7, 6ba2, 349b, f49d, 7cac, 97e5, 8977, f656, a64e, 1905, ffb9, caba, 57f2, ca69, ecaade2016_129g36, sigradi2013_280l, 4214, bebc, fe58, sigradi2016_732i, 6580, aaeb, sigradi2015_8.81z11, ef7c, dbe1, ijac201412402v4, sigradi2014_263i1, fc20, 15d7, ijac201412203c2, d2f1, 708a, 25c9, 7b8a, 6a42, 5e66, 2759, 172f, 2e97, e5da, acadia14_177u, 9ba4, 3cf6, 1569, ijac201614405n3, ec77, 83ce, bcd7, 14a0, 1b9b, 094e, ecaade2016_144g40, b525, ba2c, 1cfb, ec2d, e8d2, 3d25, acadia15_173r6, 2568, sigradi2015_3.268k5, sigradi2015_8.189t13, c75b, 38f0, 1aa0, 964d, 9af9, ecaade2013r_012k7, 4174, bf43, 3912, 21c1, d8fd, 8c5e, acadia16_402s24, 663e, 769a, ecaade2016_ws-dleadi68, 7e99, 0764, ecaade2016_ws-afuturek67, 43ad, 5683, df4c, 8217, 40dd, 9739, e41f, dde8, 2c26, 5901, fe15, b84a, ijac201412302l7, 4e14, 1458, ascaad2014_014e8, 47c0, e93a, 7991, ascaad2016_059n23, 1dbb, 696f, c327, sigradi2013_330d, a9c3, ecaade2013r_006s4, f560, e73c, c19b, 837e, caadria2017_062z20, 3f4f, 8736, ascaad2014_001i1, 40ab, eb5d, 2fde, 8b5c, sigradi2013_215d, 8cbf, e5dc, 15fb, acadia16_34h3, ecaade2016_185f50, 2fff, acadia14projects_601x, 4c28, ecaade2015_324u70, 630b, sigradi2015_8.264g14, bb64, b893, e609, 77ff, 3bd2, ecaade2015_202f44, 439f, 958d, ec08, 0ea9, ee95, ecaade2014_168m41, 65fc, a5c3, 4cb5, ecaade2016_130d37, 77a3, e806, ascaad2016_033y12, 5583, 839d, 4306, caadria2016_197s9, 692e, 834c, ecaade2016_tkox66, 41b3, caadria2017_115f30, 2d48, d507, bd86, 1062, 176c, 2642, caadria2017_115m30, d66a, ebee, 2860, c72a, ascaad2016_013b6, 6b17, c717, f853, 6716, 5afd, ecaade2014_052r12, 2198, acadia16_174f12, 0dad, 57ae, caadria2016_013g2, 8e12, 6dad, sigradi2015_11.222u26, ecaade2014_138g30, e14b, 8fbd, 5dfd, b2c8, ec66, ecaade2015_100u19, acadia14projects_347ag, bd3e, 6f86, 5635, 1ddc, 65e2, eff3, 9ccb, sigradi2015_1.320h1, 1728, 339a, 0d02, 6bd7, caadria2015_226p34, 6ffa, a659, 30f2, d47c, 088e, ecaade2014_233r60, ecaade2015_246a56, 5c05, 40bf, f8a2, b1bd, b48a, 89bb, 3c95, 0aba, 8a8f, 209e, 4b0d, da00, ecaade2014_092e22, 0644, 8162, 45ad, afe3, 2e1f, 5e01, c9d1, 427c, bd5c, 3c79, 6c88, eada, caadria2015_150x23, b5d6, ecaade2014_233l60, ecaade2015_59z10, 8f33, acadia14projects_539g, c513, 3f45, c703, bf0f, 03d8, 9d1b, 562f, da48, 11b8, 38cb, 4892, sigradi2016_490kk, acadia15_251r10, 8d38, 59db, ecec, 5af8, 09be, b854, f68f, b228, d6cc, e9b9, 6b3f, 2fa0, acadia16_140e10, f84d, f08a, 5c80, 5fc8, ijac201513202k6, 5366, b423, acadia14projects_517s, 0b9d, 9a07, abea, 1c38, bc75, 5b5e, ae0e, ecaade2016_217k55, 33f3, b1c9, 86f3, 6b7b, 2304, aee4, 37f3, e74a, 9939, caadria2015_086g13, 2db1, 01d0, 0663, faf7, 1d75, f876, 7bf0, f663, acadia14_609an, 7639, 14f6, 6c2a, 0a0e, db3b, eb12, 9c22, 31e4, e010, sigradi2013_194r, sigradi2013_285b, acadia14_135n, 5986, c78b, 670b, 4613, caadria2016_787g33, 22fc, 5443, sigradi2015_11.136o24, 65c8, acadia15_323c13, 3839, 42d8, 7718, 86aa, sigradi2013_386h, a933, 505c, fa03, 37af, d70a, eccd, 5c31, 9926, 8ebc, caadria2017_051g17, 09da, 4afd, b273, sigradi2013_389m, 187c, 9096, 8d2c, ecaade2014_151x35, afa0, 1021, fd19, 5656, 28db, d0b9, 0a39, 9711, ecaade2016_108u29, 0077, c645, ijac201614305o3, 8be2, e4aa, a0f2, 3e5d, 74ab, 104e, sigradi2015_8.186i13, c79d, 6689, 2795, 975f, 8282, 2278, 3da3, def9, 9948, e4c1, 564a, 82f2, 8b16, c930, 33bd, 151d, ecaade2014_035b9, 69eb, 3da1, 2971, cf93, acadia14_619ab, f1a9, a34c, 6682, c090, 2907, caadria2016_611n26, e6b5, 7c32, ascaad2014_007e4, 068a, a6fe, 6796, ebfe, 9aa8, 417e, 722c, eb61, b2ed, ascaad2014_005u2, 47e1, 9838, ecaade2014_214g54, a25b, caadria2017_105k28, acadia14projects_145p, acadia14_619at, 25b1, caadria2016_819n34, ecaade2013r_003p2, ecaade2013r_005l4, caadria2017_023a9, ecaade2016_158d43, ecaade2014_149p34, 2eef, 2a4b, 7e5a, 7abf, ecaade2016_158j43, 1245, fb0b, f8ea, 32b9, 2dec, d54d, 208b, 79b6, 00fa, acadia14projects_167v, acadia14_463as, 37a7, 339b, 3540, 8af3, 7993, 5881, acadia14_473al, e04c, 036a, 6726, 5165, 6b98, acadia15_274n11, 62e5, ecaade2014_014h3, 713e, sigradi2013_358a, 7737, 1151, acadia16_88t6, bdaf, 2694, 8987, bb70, 855e, b5c9, fda1, sigradi2015_9.141g16, fb91, caadria2017_072d23, ecaade2016_058x14, 325e, 43c1, 8062, 106e, ecaade2015_74m14, acadia14projects_317x, fa90, 2355, e3f7, 38e1, a78e, e5b8, fea2, caadria2017_041t12, 6ca3, 61fc, caadria2016_229b11, 486d, a621, 7983, eaf0, acadia16_106g8, 1c71, 240b, 1061, acadia14projects_145o, 20c3, ecaade2015_53d9, 6499, 2716, caadria2017_080l24, 320d, d5e2, dbaa, 837d, 2ff2, 69b1, acadia16_372c23, 7eeb, sigradi2013_347s, d6ea, 5a5f, 4547, 2c91, ascaad2016_048f20, 253c, 92fd, 23ee, cd07, acadia14_111n, c130, ijac201412403x6, ijac201614208n13, 2051, 57b0, b19b, bcd9, 613c, 5eba, ecaade2016_011z2, 5608, cf20, 6a7b, 4054, 2ceb, ecaade2014_088e21, 7f15, 3e46, a453, caadria2017_183f44, 8b8a, ecaade2015_94g19, 4b6a, c667, ijac201614104y3, 950b, 7850, 9b08, eede, 3081, 7dd7, 1544, d409, 42fd, 1077, 57dc, 4758, 4633, 0311, 4ccf, 1dbe, c32a, 2201, 6147, 62bc, sigradi2013_387a, bed9, 6aa3, 07a5, f1c1, ecaade2015_21e4, 3b91, c4f1, 371e, e45a, 3ede, df58, 64d0, c3b0, a457, sigradi2016_595nn, 548c, a484, c996, c664, ae24, 7c97, a355, acadia16_98b7, bdf4, 83d5, aa12, 228d, eae6, cefd, 47cd, a9f5, ijac201513305g12, 48e4, 0051, 1000, 150f, 83b0, 175d, sigradi2016_815q, 3728, 4b85, 6395, ecaade2014_153n37, caadria2016_045e3, 0d55, caadria2015_142k23, c404, 6730, 59fd, 060c, 2300, 3cae, 8f4f, bafc, 15e9, caadria2015_086l13, 4bb8, 89c5, d886, 5da1, 9b65, 89a0, b05a, 5020, f1b8, ecaade2015_158s33, de13, 1bf4, 137a, 4a5a, 253f, 827c, 7947, 63e2, 635d, acadia14projects_63a, 2f82, 365c, e4d8, 8aab, acadia14_167x, f774, acadia15_469d20, 1ba0, 1b06, 3e71, aaad, 6f0d, caadria2016_415z17, 0c22, 99d9, ascaad2014_001j1, 1063, acadia15_195a8, d27a, 5495, 34b0, 7f2a, 6c80, ecaade2015_195s41, ecaade2015_170y35, d80b, d21c, c11c, ee86, d5eb, db6d, a3bf, d7b1, sigradi2016_443zz, 1cce, acadia14projects_75ay, 6da7, acadia16_8e1, 0647, a19b, 059a, 0574, 58be, 7189, b241, bfac, ecaade2015_193a40, acadia14projects_43ao, 4782, ecaade2015_229g51, 2266, 5d4e, ecaade2014_066t15, f01c, 7bf9, 586a, 8e17, 0f13, 8699, 8892, ijac201412403v6, 809e, 23ea, dfdc, eec5, f9e3, ef29, 01b6, cbb9, bdf6, 0f93, f422, ascaad2014_014p8, abe8, 36d4, sigradi2014_144v2, 8de4, 2f52, 4773, fdea, 248b, b58d, a74a, ascaad2016_022u8, e3bb, 057f, 6935, caadria2016_271b12, b8ac, 20fd, 5ee7, 53b1, c665, b0ac, 7aef, cf78, fcf6, d8bb, 5227, a01e, sigradi2016_611s, caadria2016_631h27, c01d, 0d2f, 5686, a73d, e2e2, e208, cbae, 0315, 5917, d7bd, 78f9, ef2b, 0eb5, 8de9, acadia14projects_63ak, 693e, 508a, ijac201513203k7, 0ba4, 4001, d52d, 9fdc, 5744, ecaade2014_112j26, 24ef, 6cbd, 5808, sigradi2014_314k6, 7fd1, caadria2017_009p4, 0b53, d389, 07df, 0514, 3539, 7fb0, d1f9, 7a3d, sigradi2013_244o, 3675, caadria2016_787j33, 78d0, 0923, c4a1, 4e70, ecaade2014_024m7, f64c, 09eb, 82f4, 377f, caadria2015_185n27, sigradi2016_625mm, e0bb, ecaade2015_79g15, 4898, 6592, b586, b940, 1581, ascaad2016_045e19, bc82, 75da, ba36, 71f6, ecaade2014_016e4, acadia14projects_199al, 068d, 28a1, 1cea, caadria2017_033p11, c9b8, 9b99, 8285, 5a8f, 9d47, d340, 4a01, 0940, 6817, 2a3f, 81c4, bf32, 888c, 7d4a, 36e1, ecaade2015_64r13, 242f, 2167, dde2, ijac201614105x4, 4c46, 924a, 3740, b8ce, 359c, fc0a, 00f2, 41ab, c03a, de9c, 7f51, ijac201513303x11, 4813, 23c0, acadia14projects_33ag, 1e90, c69f, 79a0, 90ca, 9604, ecaade2014_057p14, af4c, f71c, a2f2, acadia16_344p21, 20ae, ijac201412205i4, 0f22, 6b65, 60ba, ac6a, 45a1, 418f, bb68, f2b8, f4c9, 2276, 56bd, 8c87, 987c, c9ef, abce, 5c9f, 3335, 3847, 1a8d, 99d5, 3ee0, 5d7e, 6182, 8ddf, 5933, 6a2b, eca3, 3c3c, ecaade2016_ws-afuturep67, ae3e, 5b7a, d1f1, sigradi2013_281, 3205, 4d20, c19f, ijac201513305l12, 2a88, sigradi2015_3.111g3, ecaade2014_052t12, 0780, ec88, e38b, 6270, 6ba5, caadria2016_045i3, 9f6a, 283b, ce36, 2a50, c412, be0b, 7a75, 9522, sigradi2015_10.267r20, adaf, d344, 47e7, c30c, 33dd, 1773, 7c2c, sigradi2016_426f, 3272, 2ddb, ce62, ecaade2016_067e17, 8046, 8eb2, 5e5a, e0c6, 0cf7, a3ad, 5740, 96d6, acadia14_619an, 33a1, ecaade2015_325d71, ce38, cea6, 7ef3, 6eda, 0798, caadria2017_005o3, 210b, aa6e, fb2e, ijac201614201w5, acadia14_281ac, 856c, 247a, f8e0, acadia16_432m25, 05ad, 0a85, 7b10, 0d9b, fe82, d314, ecaade2016_224p59, 8524, acadia14_719o, 432e, 71ab, 13f8, 02b2, f39a, 6ded, ecaade2015_180h39, 2f01, 2c72, acadia14projects_145y, dc82, b909, 0d79, 249d, 5e68, 546a, 6c38, 6ac1, caadria2016_311w13, 0c21, sigradi2015_10.7j18, 7bc7, e0ad, 8ff4, 6ac2, ijac201513205d8, 66e9, 1e39, 8607, 6155, fb12, ecaade2015_84a17, acadia15_343i14, 03be, ecaade2014_052l12, c90e, eb83, 666e, 7491, dc10, 1792, fa78, 2a78, acadia14projects_247h, e20c, sigradi2013_138t, caadria2016_683o29, 73be, b904, ijac201412401c4, cc65, 362c, fe8c, 01eb, ecaade2015_229f51, 20d8, c1d3, 3896, ijac201412205o4, 1c50, 0672, acadia14_23ad, 1540, 55df, 7e0e, 9111, ecaade2015_217f48, 8f98, 07d2, bc1f, 8e32, c438, 08a0, 1cfa, c818, 1c76, d0c9, ecaade2016_ws-dleady67, daab, acadia14_691aw, 720e, e250, bc6a, e0f7, e96d, 8abb, acadia14projects_661d, 1173, 2f72, 5cf6, 050b, 9502, 7324, ecaade2014_233w59, sigradi2014_036p2, ijac201614104f4, 7c0c, b54d, 42f0, ijac201614405o3, ecaade2015_109z20, sigradi2014_032e2, 3bbc, ed3d, caadria2017_182o43, 471b, ecaade2015_127x24, cebb, 462c, fa8b, 315d, a271, f3b8, 2e5d, 4d3e, 096e, edaa, c186, 1227, 5aeb, sigradi2015_12.297m28, 321c, 615a, 0e76, bd08, ijac201412303u7, caadria2016_611k26, cb84, d192, 19c7, 02a6, 2d16, 031d, d3de, sigradi2016_815ff, dd7d, d1c3, f03a, 361c, 9cd0, 1376, 1abe, ascaad2014_024u5, 6a07, 26b3, b096, 1885, ecaade2015_21r3, 0810, 350e, 496f, 2f15, caadria2015_010x1, d12c, 8920, acadia16_214i14, 969f, 6ed3, a8d8, sigradi2016_431aa, c18b, 279e, sigradi2015_9.141e16, ascaad2014_033y9, acadia15_95o3, 035e, a4d6, ab6c, ae60, sigradi2016_375e, 93c2, 1cd8, 5765, 0118, ed5a, eb9a, bb76, 960d, ascaad2016_043p17, 6925, f5bd, fd88, ecaade2015_21y3, cc48, 9221, b9c9, ac1b, 57fa, 9928, 055a, f0b5, 3c7f, 86b9, ijac201412402k5, cead, 1820, cf27, ecaade2015_301c66, f798, e517, ee19, 8874, d709, f544, 0c4f, ecaade2014_072d18, d145, ecaade2014_024c7, 0144, 778e, fb54, 4b2a, 7d02, 2646, 96a7, 4608, caadria2015_084w12, ecaade2016_118n31, 78c8, 8b38, 99ec, ascaad2016_017f7, acadia15_371l16, cb20, fc3f, caadria2017_147v38, 3e41, ecaade2015_73e14, dcd4, 8ab6, ecaade2016_083d24, 487c, 792c, 485c, 4ff4, 600d, 6ab6, a136, caadria2016_601e25, 46d0, 90d3, bed7, 7d92, eee8, 7c1e, caadria2015_162z24, d87e, 232f, 93fe, e95e, 72f4, 6ac5, dd6f, ascaad2014_014e7, fc61, c73b, c1a1, acadia15_451e19, 6516, caadria2015_190h28, 145e, 5c06, c0d5, 8877, 4c90, 0e93, 7de4, ascaad2014_026f7, 62be, c28f, sigradi2016_801s, 6fb1, sigradi2015_3.209e4, ijac201614405a4, c3ff, 28ce, 07e4, b1ca, 1e03, b451, c468, aa7b, f79e, acadia14projects_479x, e5b9, b063, 5ab3, 2ee3, 7452, 1410, caadria2017_118g31, d889, a586, 2725, e620, d67b, fdf2, 8248, ascaad2016_057w22, sigradi2015_8.239a14, 8fe3, 408a, 2f62, 2810, d8c8, edba, 0f1c, acadia15_185r7, 2a04, c92b, acadia15_137l5, a4d5, 8b5e, 3a4b, 2526, caadria2016_405k17, 0485, 5ea9, 5efe, 4dfc, af4a, f941, ed41, eaaa, sigradi2016_448r, cf6a, b1b8, 4b71, 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