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 ddss2008-22
authors Keim, Christian
year 2008
title Modelling urban dynamics through cellular automata: an empirical application
source H.J.P. Timmermans, B. de Vries (eds.) 2008, Design & Decision Support Systems in Architecture and Urban Planning, ISBN 978-90-6814-173-3, University of Technology Eindhoven, published on CD
summary Actual developments of digital maps and tools given by GIS-systems provide the possibility to develop new methodologies to handle land-cover data for modelling purposes. At any rate empirical applications are still rare within the Geosimulation studies and yet there is not an established methodology. The aim of the work has been to construct a cellular automata (CA) model of a sprawling city region within the German context, based on empirical data. The urban land-use classes (LUC) are considered as a higher organisation level of different building typologies and relative functions. These define the land-use patterns as self-organized from their complex spatial iterations, based on limited local information exchange. On the one hand the synthesis capacity of the CA models has been verified, even without socio-economical variables. On the other hand, it has been seen that the still early evolutional state of digital land-cover datasets are too premature to fully suite the modelling purposes.
keywords Complex Systems, Self-Organisation, Cellular automata, Geographical information systems, Land-use change
series DDSS
full text file.pdf (359,300 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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1dc8, 93fa, 50aa, 9517, sigradi2016_517s, eed5, caadria2015_070w8, caadria2017_063c21, 2270, 233b, ecaade2016_047e13, b35a, 7f14, 903f, d513, cf1d, 6bfa, 3506, 632c, df46, 80fb, 6483, f5f2, a92d, ca9c, ecaade2014_195r50, ecaade2014_057n14, 4007, 15c8, 60d6, 96f0, 6560, ascaad2016_029y11, 669e, sigradi2015_3.209w3, 6852, a87b, 6d77, 1f1b, ecaade2014_177u44, 02a4, 2348, 4365, b25c, b1fc, 313b, 7d3a, cced, 8cb4, 57a6, 7fca, 1113, 0c83, f2a4, 392a, 79e7, 5232, caadria2016_517w21, 33ee, 254e, 0e34, f2d9, a74c, 63ab, d2de, 4723, efbd, 239b, 8643, caadria2017_058s20, 3891, bb57, 22ed, 7e3a, 6ed3, 4082, 5ab0, 8943, e2f0, 180b, 0ca5, 930c, ijac201614208f14, ecaade2016_147u40, d5f4, d44a, fa88, 9453, c204, 05a8, ee72, 6470, 07bf, 24aa, 4d8b, f828, c326, 6ed4, fbed, ascaad2016_025m10, 8d56, 993a, 21ad, 4792, 5876, ad6d, 0013, fc2e, fc30, acadia14projects_229i, e1f9, cf03, ijac201412204x2, 3d72, acadia16_140h10, sigradi2015_11.196i26, ascaad2016_027z10, dd09, d053, 9963, 7cc7, f72c, e39c, 8072, ef55, caadria2017_096l26, aa35, 0e55, e388, cf9b, 0bc4, b74d, ascaad2016_028i11, 2b2a, caadria2015_162y24, 65dd, 5d5d, 2068, acadia16_394h24, 9482, 4a82, 1d4a, 39d2, 972a, b6d0, caadria2016_703h30, ecaade2015_100s19, b6a5, c3fc, e5b7, 3bad, 52c9, cde6, ecaade2014_112c26, b898, 44e3, b6c1, 5ddd, ce64, f853, caadria2017_113n29, 7cd8, 14a2, 697f, 44be, a7de, caadria2017_115j30, 1f3a, f589, b3fa, 035b, 16a6, e6bc, 8000, ce4e, 06cc, d01c, 8fe8, 20f7, caadria2016_229a11, 7234, acadia16_98k7, 3e99, 3783, bb5b, ae5b, sigradi2016_778nn, eea0, 6679, 5292, b525, 8039, 44d8, 286d, 37e7, ba48, 9a84, 96f9, 5948, a355, f3e6, ijac201412207f5, 69b2, 1784, 183c, db8c, 507e, d62c, 4811, 94b4, f2b5, 9d96, ecaade2016_062g15, 5dcd, 9c46, 09a6, acadia14projects_117f, sigradi2016_814o, b5bf, ea82, acadia15_371j16, bca0, sigradi2016_805hh, caadria2016_187c9, ecaade2016_136s38, 8dc1, 0b2b, efd1, ecaade2015_33i6, 2984, 4ee1, e03c, ecaade2014_072m17, 154b, b771, 5a09, 7ef6, 13d1, b0d6, 2a8a, dea5, 2f3c, 691b, 5cf6, c973, a44c, f787, bd9f, da82, 164a, 270f, sigradi2016_777ee, 8f1c, d9b2, 0e5b, f5ac, 4caf, 00a9, 7f8b, caadria2015_190o28, 501b, 93eb, a1fa, 054e, b978, ascaad2016_016v6, 2b33, 7bc1, 271b, 283c, 36bf, sigradi2015_3.111e3, e9e1, 7f0a, ecaade2015_229z51, ecaade2016_ws-foldingz68, 247e, 7e35, d9a1, 93d5, b192, acadia14_23ad, 953b, 9687, 08fe, 1d56, 6095, b05e, d707, sigradi2014_345a10, 5858, 5905, caadria2017_051g17, acadia14_565v, e2cf, 2eac, cabb, ecaade2016_140t39, 2481, 85bd, dd4d, fe7d, ijac201513305n12, 2d8c, 29a0, 6fff, c494, dfe2, ee17, 8c03, 4656, 2813, 6709, 6f9c, 2ef4, 2417, 8f0c, 6c94, d21d, acadia14_565r, 1624, 452f, b54b, 0784, db18, ef24, ijac201513206f9, 64d3, 1654, d189, aa2b, ascaad2016_028l11, ae26, 49e3, 0b8e, 4534, 1ea1, caadria2017_079c24, 651c, a7d3, 43d0, ecaade2015_317y68, a685, 6b53, 7b50, f90a, dc61, a96d, 95b2, 4967, e291, sigradi2016_814m, bcd8, 4410, 322e, 5813, ascaad2014_024l5, 71fa, 3654, 17a7, e1cd, e5be, caadria2017_004v2, 859c, 39e3, acadia14_627b, 60cf, acadia14projects_435am, 0a2c, 2a84, ecaade2014_194f50, e549, 33c4, 1000, c911, acadia14_125af, a4af, 5cfd, c603, 46c8, c0a0, 3e21, b8a4, 0cb6, e9b7, ecaade2015_94g19, ecaade2015_280e61, 7c7f, ascaad2014_005c3, a247, 2c76, a674, 7f57, 2713, 1719, 9233, 0789, 6cb4, 7b0d, c73f, sigradi2016_595hh, ecaade2016_234z62, ecaade2016_108w29, ecaade2015_333y71, 8e1d, f889, acadia14_555l, ca22, 1447, a85b, 366b, 998e, 5e97, ecaade2015_21c4, 66d1, 2c6d, 64ab, d321, ascaad2016_007w3, a579, 7985, 141b, 4391, acadia15_483j21, ecaade2016_213r54, ascaad2014_014x7, e9e5, d194, a189, 64d6, ascaad2014_014n8, 125a, 8a7b, a0c1, 8419, ecaade2014_152f36, 67d7, caadria2016_291o12, 3468, c093, 8f61, 37d2, 5394, 9dcf, aba8, dc25, a6b0, 2eea, 230b, 90e0, ascaad2016_015n6, 897b, 1483, acadia14_699t, c35b, 5959, f360, 3fa8, ecaade2015_195o41, 6d43, 0d61, 1b3a, aee7, 7f27, 166f, ijac201412304e1, ecaade2015_296p64, 2f1c, f97a, 8c64, 5c56, 1f74, 437e, 05e3, 2d69, 07aa, sigradi2015_4.219i7, 95a2, 0387, 878b, f6d1, 13c1, 3867, 532c, 53a4, 36d3, 475f, 9c97, 4d73, 82da, 0b02, 6291, 950b, 691d, ecaade2014_024k7, 6e2a, b481, caadria2017_101g27, ascaad2016_005c3, 15a8, sigradi2016_781c, f6ba, 7f3c, 295c, c753, 1a51, caadria2016_871k37, 0e76, 162a, 4455, 0cbb, 7f1c, 81d6, faa3, e6fb, d5b3, 6e8a, af78, 81d2, ascaad2014_017n1, 44e2, fd1c, ecaade2015_79g15, f3c4, 1a41, 38de, 2fdc, 96bf, b3fc, acadia16_260l16, b777, 8f80, 393f, 1183, f6ac, sigradi2013_77j, sigradi2015_3.221r4, 92ef, acadia16_308f19, 8b26, ad50, sigradi2014_047k4, e16a, 5ee5, 7367, 2b01, ascaad2016_046n19, ec50, eafc, 54aa, 8a73, ecaade2016_140j39, 318a, 742f, c9a8, acadia16_254e16, ecaade2016_171f49, ecaade2015_11e1, db29, e851, cbc0, 9cac, 018b, 314c, 6d49, 5da1, sigradi2014_032e2, 356c, db66, 391b, 8f8b, e9d3, ascaad2014_014j8, 2a11, a48c, ecaade2016_102z27, 47de, d9e9, 46fc, fffe, ecaade2015_269n59, dc51, ff0f, 4669, acadia15_173o6, 0318, 0401, 20a1, e0c1, 01ff, sigradi2016_484f, 08fa, e758, 37a9, a8cf, 17da, ijac201614203r8, ijac201614102f2, ecaade2016_163c46, f38b, ecaade2016_108u29, b521, a842, e142, a2dc, ff29, 9dae, 056c, acadia14projects_681ar, sigradi2016_364ll, 2603, 485e, d02b, ascaad2014_008w4, ad85, 2e9d, caadria2017_165y41, ijac201614101k1, 61b6, 8680, sigradi2014_176d5, 1552, 384d, caadria2015_102v15, 203d, 4f10, e119, 1058, 48a7, ecaade2015_122m24, d8c5, 72da, sigradi2016_815mm, 01fc, 0179, b273, 8003, 35b0, 9ef7, 6505, 10d4, 1d85, b18a, dfb6, 2084, a4dc, a2e7, adef, 85ee, 6721, ff47, sigradi2015_8.334u15, 8d7b, 71b5, 34ff, acadia15_343l14, bf2b, b7a3, d98f, 1519, caadria2015_049f6, dfe4, caadria2017_046v14, bb52, a5fb, a150, 99f7, bac3, 1d1b, 01f4, ab7f, 6aff, a904, 1b22, e017, c677, c24e, ff56, 8271, a400, 91af, b6c8, db32, d16d, sigradi2013_43s, ascaad2016_038a15, 4e43, 14a3, 5e50, 34c0, 38c8, 826c, caadria2016_467t19, 0486, 7e62, 7603, 9746, 179e, e56d, f195, bc96, sigradi2016_484b, a8d1, 5ddc, acadia15_47j1, ddaa, 62ba, ascaad2016_045r18, e80c, 2184, 5bd1, d945, sigradi2015_11.165j25, ascaad2014_006v3, 52cb, a341, 5b30, 7519, c79e, 3d1b, 6187, a719, 179b, 703e, cb72, 3084, 9a90, e243, 9f3e, ecaade2014_177v44, f238, 4c67, 8acc, eec7, ecaade2016_123k34, 66aa, 8876, 36b9, 390d, caadria2017_107s28, fa66, 745b, 622b, af0b, 0f9e, acadia15_110t3, 884f, 455b, b291, a620, 39d9, c7d7, e015, d088, ee11, 5c8c, 4a66, eb29, 31aa, d951, fa40, 72fe, 5322, 7ac4, 5d1f, 7106, 939e, 9295, 67bc, c653, caadria2016_651f28, b2ee, eae8, acadia14_153al, fcd2, 1ddd, 6bbf, 7c6c, acadia14_301aw, 3135, 7e48, 541f, 8812, 1eca, 26ff, 351b, 2fc1, 5f1c, 1d23, c0ad, sigradi2015_6.387t9, ecaade2015_178d38, 7973, 9db1, 8e7e, 202a, 5c90, 3cf1, 2c4c, ba52, 46a1, ecaade2014_140b32, 3e22, 2e4a, dd67, c785, 82c0, 8c65, 9228, sigradi2015_3.209h4, 018f, ijac201412301z5, 9a14, b830, 09db, 5ab3, sigradi2016_443ss, 8fb2, 4004, acadia14projects_435av, c4b9, 9793, dacf, 07a3, sigradi2015_3.111b3, f6dd, 25e9, a8a9, fd5e, c59c, 987e, ecaade2016_102j28, e7a4, caadria2017_002l1, 26cf, 0f47, ea2e, bef2, a682, 97a1, caadria2017_041l13, 0978, ecaade2013r_020m10, edd3, ecaade2014_152g36, b62f, 7622, c05f, 5be6, 95ea, 4c21, 7e0d, sigradi2015_4.219a7, 42f9, caadria2017_029h10, fe93, 2ad7, ecaade2015_144h31, ecaade2015_61y11, 3899, edc6, 9f5d, acadia14_609az, 98fe, bcfa, 2705, 5f9b, 9262, dc1a, 3175, f413, f370, 55a6, b906, 9b24, 7023, 1a18, ecaade2015_233h53, 967e, be0e, caadria2016_457l19, f6b9, 6cf2, ijac201614401g1, a2e5, cfb5, 899f, 6050, c7e6, 3a5b, 7764, 8a47, 2969, b2ed, ae0d, d4f2, 69d6, ecaade2014_070o16, b513, d691, e30f, 7404, d443, 21ca, a3de, 638c, ascaad2014_020v3, 9d4f, dfa1, ecaade2016_099l27, 8aac, c186, a280, 5673, 02ca, 9e54, caadria2016_085f4, 9199, 7a5f, sigradi2016_595ii, df85, b0e6, 6875, b54d, 4603, 46c1, 4634, ijac201614302z1, ecaade2016_078d23, 4a9f, 07bc, 299a, 2f22, acadia14projects_147an, 6d89, f7c5, ecaade2014_206n53, 9048, f936, e673, 79a6, a9c6, ecaade2016_126o34, fac9, 7c02, f327, 574e, ee5a, 1a63, dc39, caadria2017_110f29, 058d, 7943, d109, 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ijac201614403u2, ecaade2014_240t62, 8fea, 25e1, 275d, e33e, 2cb0, 72ac, ecaade2015_268d59, 7650, 88f7, acadia14_497w, ecaade2014_057s14, caadria2016_507l21, 5026, 7f7e, 9fba, 5987, e50c, c02b, caadria2016_703i30, acadia16_478w27, 327c, 5c7f, 7203, 524e, f1b1, sigradi2014_239f9, cdf6, caadria2017_113x29, 5ab4, ecaade2016_158d43, ecaade2016_018z4, 88ca, sigradi2013_267v, acfc, ef36, 6638, dfee, da59, acadia15_483b21, acadia15_323b13, dc20, e962, ec2e, 23ba, a217, fa72, afed, 48cb, 5618, b4e5, sigradi2015_6.366c9, 3e46, 5d3c, 5daa, 260f, 6b17, 7789, caadria2017_004l2, 939f, fd77, 9409, 3b05, defc, 0093, 859f, 1142, 5cce, 8690, 01c1, ijac201614208w13, acadia14projects_177r, acadia14projects_63e, ecaade2014_153t36, caadria2017_118l31, ecaade2016_106o29, d537, ecaade2015_285v62, 8c26, 0637, e2c4, 6fe9, 75cb, fd13, a940, 5d61, adaa, 6146, b5b4, 0dd8, 6c7e, cca3, 98fd, 5a33, dedd, 867b, df09, ijac201513201e5, sigradi2016_399g, 9557, bcd0, 05b4, b62c, a62e, 17ff, 928c, 82ad, bac7, 4f58, 4ecc, 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2567, 4fa1, ee97, 722e, c8e0, 680b, 7066, a9a9, 21a2, 226d, c2d5, 5e5b, 7851, ecaade2014_109t24, acadia14_247l, ecaade2014_023l6, d92a, 96c8, 466a, fca8, 93c7, 0296, 796f, bb07, caadria2015_023x3, 3579, ecc1, a5ab, b4af, e187, acadia14projects_549o, ijac201412206w4, eccb, acc0, 7475, 8664, f6b1, a3a0, 745c, 6f25, acadia15_343f15, ecaade2014_041i10, 3032, 91ce, e236, da8e, ecaade2016_040m10, ascaad2016_023f10, 211a, sigradi2016_817f, a639, 2192, 66da, caadria2016_167l7, 6b2c, 8288, 769b, 3554, 9147, ef07, fee4, c175, 1a77, 5cf9, bad9, e011, 552a, caadria2015_188w27, 1c16, 7a3d, 350b, 125e, ae8f, e6ed, c2e7, e750, 76db, 37df, 28b4, ecaade2014_215a55, 374f, b33b, 1f0c, 1c4b, 3469, 6152, 3d25, 66ce, ecaade2015_241o55, sigradi2013_183z, 6e83, f82a, 433d, c232, 9655, e75d, 1467, ae3c, caadria2017_023r8, sigradi2014_032m2, caadria2017_067m21, acadia16_372z22, 5216, 5681, ecaade2016_026r7, d561, caadria2017_009z4, 105a, b39a, 0808, b33a, ecaade2016_042j11, 9908, 94d4, d986, cbf5, a042, 33db, 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caadria2015_220i34, ijac201614207v11, a99a, d04e, baa8, 14f5, a385, 1b6f, sigradi2016_360v, 5465, 08ae, f27a, ca97, f8f1, d6de, 11b3, c153, fc86, bc27, c77a, 1234, 2b31, 6c4c, f68c, ba38, 04ef, ad0b, c872, 1f29, ecaade2015_144d31, c62b, ecaade2016_203h53, ijac201614207j12, 723a, e308, c6bc, e381, e310, ff37, 96df, 95f7, cc86, 0352, 3b90, 9d43, cb8a, ef1f, 4aa2, e239, 84df, af4e, 6303, sigradi2013_400b, 52c4, sigradi2015_9.347n17, 049b, ecaade2015_202j44, 842e, acadia14projects_479u, a778, 034e, 9f4f, 7cb3, 550c, 0b2f, 6733, 3dd5, ec2d, 48c1, 7e4d, ccca, caadria2017_183h44, 4960, bf09, acadia14_539d, 9ffc, 20d7, 9ce9, 655a, ec0b, 53e6, ee1d, db5c, 3e23, sigradi2016_815ee, 8260, 0519, beef, ecaade2016_222z57, 4eef, 0097, 6207, 8b76, d0a9, ecb0, cffe, ijac201412204d3, 6594, ecaade2015_81s15, 0a01, 5611, acadia16_62n4, a850, 9506, df78, e64a, 61fb, 8ce0, 35f8, sigradi2015_6.387u9, 41c7, 1680, 5e52, sigradi2016_408x, e6aa, ecaade2013r_018j9, 1f70, caadria2017_168b42, ecaade2015_116p23, 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ac0e, d50f, da58, 48e4, f435, caadria2017_070l22, ee82, 0909, 9858, a4c7, d657, 51c8, b031, b88e, ecaade2015_319j70, b42b, 9131, e26a, 17d0, 4695, sigradi2013_217, a160, sigradi2015_8.41z10, a3a5, caadria2016_105i5, 9ba2, ef62, 7d11, 635a, f285, ecaade2015_127f25, 1419, ea6d, e709, 97cc, 27dc, 9dd4, 4cf1, acadia14projects_79x, 0920, f974, 82c4, acadia14projects_627b, ce23, 977d, 963f, f577, ecaade2015_122l24, e42b, e66d, 189f, 401c, 27d0, 2f3f, e797, 1344, bf3c, f03e, acadia14projects_445aa, 19e7, 12b5, ijac201412303i9, a491, bdc8, 5bb4, 2bfc, db30, dde9, 51a3, ae89, caadria2016_105f5, ac10, d1b3, 9bd0, 7e51, acadia16_12k1, acadia15_407o17, 7ec1, ecaade2016_058b15, 0575, 8ff6, ad0a, caadria2015_139y22, caadria2015_073o10, a569, cf15, ascaad2016_049r20, 4110, db0c, bd6b, 1ad5, def0, a74f, 8778, d7e3, 2901, 0fe1, ea18, ab97, 4892, fdae, 9163, 752f, ecaade2016_102r27, 69da, cb49, 61dd, a4c2, fb80, caadria2017_185x44, d37b, ecaade2016_040y10, ec92, ecaade2015_127u24, 6988, 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