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

authors Kuffer, Monika
year 2003
title Monitoring the Dynamics of Informal Settlements in Dar Es Salaam by Remote Sensing: Exploring the Use of Spot, Ers and Small Format Aerial Photography
source CORP 2003, Vienna University of Technology, 25.2.-28.2.2003 [Proceedings on CD-Rom]
summary Dar es Salaam is exemplary for cities in the developing world facing an enormous population growth. In the last decades, unplanned settlements have tremendously expanded, causing that around 70 percent of the urban dwellers are living now-a-days in these areas. Tools for monitoring such tremendous growth are relatively weak in developing countries, thus an effective satellite based monitoring system can provide a useful instrument for monitoring the dynamics of urban development. An investigation to asses the ability of extracting reliable information on the expansion and consolidation levels (density) of urban development of the city of Dar es Salaam from SPOT-HRV and ERS-SAR images is described. The use of SPOT and ERS should provide data that is complementary to data derived from the most recent aerial photography and from digital topographic maps. In a series of experiments various classification and fusion techniques are applied to the SPOT-HRV and ERS-SAR data to extract information on building density that is comparable to that obtained from the 1992 data. Ultimately, building density is estimated by linear and non-linear regression models on the basis of an one ha kernel and further aggregation is made to the level of informal settlements for a final analysis. In order to assess the reliability, use is made of several sample areas that are relatively stable over the study period, as well as, of data derived from small format aerial photography. The experiments show a high correlation between the density data derived from the satellite images and the test areas.
series other
email monika.kuffer@oeaw.ac.at
full text file.pdf (7,449,343 bytes)
references Cumincad : CUMINCAD References : TOC for Robots

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

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ba19, b763, 39a8, 2b32, bee1, caadria2017_086i25, b403, 3f5f, ecaade2017_163g, 1d8a, 453d, bbae, caadria2017_185u44, 15a0, da9f, c526, caadria2017_163j40, 121f, sigradi2016_356e, b9ca, 5313, 4f4f, 40e0, 2bef, 17e2, fe55, c08e, 31fb, e7c7, d5c6, 00f7, caadria2017_041l13, 5427, 73b6, ecaade2016_067h17, ae8e, e82e, acadia17_189hh, c580, sigradi2016_777gg, 8faa, fd44, 4093, acadia17_464c, 3345, 3fb5, 65cb, 1d44, 3d51, ecaade2017_019vv, 5624, ecaade2016_237b63, 1a0d, 89a5, 69a7, db72, b6c8, 8eb2, 4595, 4edb, 5e35, dea9, d286, 8569, sigradi2013_77j, caadria2016_683g29, e7f3, ecaade2016_199b53, 69c7, c05f, ecaade2017_146dd, a6ac, fcb2, ascaad2014_033f1, d1f9, ecaade2015_268y58, 8bb4, 3738, 754d, ecaade2016_094t25, 5dc5, fc5e, f399, c025, b76b, 92cb, caadria2016_663r28, 2129, 4512, d9e5, 47a2, b766, acadia17_590a, acadia17_590uu, 4333, 1003, f803, 2039, e929, ee56, 21c7, sigradi2015_8.186f12, 816f, 424d, acadia17_247ss, ecaade2017_006cc, 40a9, ijac201715106z, d64f, 3463, 8b62, bd81, cbbd, 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8cba, f315, 6086, ecaade2015_309u67, 6c7d, 3430, 5dff, acadia17_177v, 4150, 4f5a, 9fe6, d199, acadia15_263f11, 070d, 1397, 02d0, acadia17_212dd, a71e, 587f, 3389, 0779, sigradi2015_10.309y21, be61, cdfd, b2e9, c9be, 44ef, c4b6, b33d, 7715, f8bf, caf5, 3176, 68d9, 6c79, fb43, 2df4, e52e, ijac201412404p7, acadia16_184j12, c7bd, 6c4c, 8e77, acadia14projects_219ay, e9ed, b448, ijac201412301c6, ijac201412408c3, 3b02, 87a6, ecaade2017_164dd, 0d4a, acadia17_316pp, 0ca7, b4a7, 850f, ijac201614405t3, b56b, sigradi2016_479bb, be11, 2ad4, 237d, b2de, acadia14_43ab, eb76, 24e2, 351d, 7511, bde6, 4eae, 2520, d480, 3e54, sigradi2013_271s, 73be, acadia16_88a6, d68e, fbd0, 59d4, cd6f, acadia17_91d, 71a9, acadia16_280o17, 05d6, 6857, 6fcf, 7845, 5ef6, f09e, 8e44, acadia17_36x, sigradi2016_602m, ijac201715103oo, ijac201715204s, 58b7, 704f, 829b, ba61, a7b8, acadia17_648o, 1008, 3447, 5e67, 3e14, ecaade2014_202r52, acadia17_145g, 6ca9, b226, dff6, a120, 854f, 33dd, af7d, ecaade2017_277zz, e7bb, 4921, 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ijac201614207x11, e4d6, de83, 4205, 95a1, 6918, f5df, sigradi2013_401s, dfbb, 23d5, sigradi2015_sp_4.388z29, c09e, df7d, 44d4, 96c6, defa, caadria2015_015e3, 60a0, 1b4e, cdd2, 559d, ec58, e318, 1608, 512c, f834, sigradi2014_041h3, 0b3b, d7d6, ed2d, caadria2016_829e35, 701a, ecaade2014_224o57, ba9f, ijac201412405r8, cfd9, 8bf7, 6971, 3cab, 5b6f, 91c8, e2db, aeb3, b3d4, 81ae, f03d, 8cbe, acadia14_539a, 7333, b8c9, c269, c2a4, d7b4, 9521, 44a9, 9dd2, 641f, 3c47, 8467, 7a14, caadria2016_249l11, 12a2, 516e, 9cfe, ecaade2015_241f55, 05fc, acadia16_326u19, sigradi2016_470x, ed5d, acadia15_483u21, b380, 0758, c86a, ce67, 8d6f, 9857, e95c, ecaade2014_012l2, ijac201614207e12, acadia17_52w, 92c7, ascaad2016_054b22, 87e6, caadria2017_067m21, 9ebf, 6bbc, fce7, a76b, 4432, e724, 2eba, 9a64, 151d, 1381, 1875, ac2e, 6c55, e27c, ijac201715104l, d2f0, 8239, 6f21, db20, 5c71, 7932, 6dee, ecaade2015_101i20, 2e53, 4596, 9176, b701, 5d69, 23a9, 2239, 4615, sigradi2015_sp_2.112n29, ecaade2014_184i46, bdda, sigradi2014_293a5, 3101, caadria2015_150w23, acadia14_681ak, sigradi2014_345v8, cb89, acadia14_671o, 7686, ecaade2014_225i58, ecaade2014_132c29, bcb8, bc39, 21a2, 3761, caadria2015_209x31, ecaade2017_031xx, caadria2017_134z35, ce13, 47b2, ad53, 9e9c, acadia17_222xx, db47, 59db, b332, 47f7, 84d1, fb9b, e862, 3f28, d407, e86a, a5c9, ijac201513104s3, 676d, 0990, bd59, dbb8, fb36, sigradi2016_560aa, a892, f593, bb3b, 18bd, ed7b, 61b5, f8fc, caadria2015_072l9, acadia17_330uu, e004, acadia16_164v11, a62c, acadia17_381cc, f139, 1474, ac50, 6ffa, sigradi2014_178i5, d0d1, 2cdf, 75fc, 1c68, 1ef0, eb2c, 4d30, 15b9, 9cb0, fa29, 13e9, b79f, e6ec, 40fa, 6cac, acb0, 3af3, eab5, cc09, 7842, 5e07, 89c0, 0dd9, b25d, 6645, 7743, 0e78, 2b53, 558d, 2fa6, dde0, 394f, 3a23, e68c, 2dba, caadria2017_063b21, 78b3, 6ec7, acadia16_224x14, 1ee9, ecaade2017_097ii, c244, ecaade2016_111t30, ad56, 16ee, 34d6, e0eb, 1220, 90a0, f879, 8b47, caadria2015_114g18, acadia17_290d, sigradi2013_387b, 3b35, ecaade2017_027f, e425, caadria2016_611w25, f7ab, 152e, b9a6, 136a, cbe0, ecaade2014_071e17, ceff, 6345, sigradi2015_11.165u25, e4da, 4b4a, ijac201412405v8, b0a9, sigradi2015_12.259y27, ecaade2017_255f, e807, caadria2017_113n29, a558, 6ce9, 781f, acadia17_145zz, 4602, ff6e, fe0a, sigradi2015_3.201s3, acadia17_392j, 5f59, 8ebd, a222, 11c0, 2d5b, 3a0f, 62b5, 0d35, 292d, 39d3, 91b6, c731, ascaad2016_059r23, 87d4, 53cf, e1a2, bada, 0002, caadria2015_014m2, 4c7f, caadria2017_018p7, a680, 8964, a75d, 2417, cfad, acadia14projects_135ac, acadia14_145l, f86e, c653, acadia15_95f3, 9728, acadia15_323h13, sigradi2014_180s5, e997, 2e25, e5d6, 96a2, 7be4, 8a4b, ijac201614404b3, 238e, 5fdb, 542f, a83d, 7b02, ecaade2016_162s44, b79b, b882, a165, b42c, ascaad2014_033a1, ddc4, acadia14_671z, f31c, caadria2017_051a17, ecaade2015_138t28, bc96, 7950, b198, ad77, f417, 6880, e23e, d126, 6d9e, cef8, ecaade2016_075a22, b3b5, 6c74, sigradi2013_421, 7eba, bc7b, ecaade2016_074l21, 574b, 2719, 463f, fb04, 3b4c, caadria2017_101h27, d9e8, 6814, 8f12, 6704, ecaade2016_026t7, 301e, 437b, ijac201412403g6, a790, 8223, 980c, 500a, 2aa6, b5f3, ca2a, ecaade2017_066t, aa6d, acadia14_463av, f2d2, 7614, 829e, a4ac, 0b35, ad92, acadia14projects_435ac, a86c, 0985, 331b, 4f50, d705, b661, sigradi2013_244s, 083b, 46f9, 4543, 296f, 919e, ecaade2017_038nn, ecaade2013r_005m4, caadria2017_021j8, 1c24, 8cb2, f022, a034, ecaade2017_164t, 21e2, 43f2, c7a1, de53, 5ae5, ascaad2016_022n8, 15ee, caadria2015_206i30, ecaade2014_072z17, ca2d, 6f88, ecaade2016_210c54, 5818, 1fd1, 207f, acadia17_273q, e8f4, ecaade2013r_004t3, 7044, 17b1, 4add, c188, 6d1e, ascaad2016_009i4, sigradi2016_752yy, caadria2017_005x2, f683, acadia17_232cc, sigradi2014_239e9, 1b5c, 8afa, 4e44, a481, 2738, d35a, sigradi2015_6.151g8, 6c6b, afdc, 56cc, 05f2, 9fec, c380, bdc4, db4f, acadia15_395b17, bfd9, d08f, 26d0, 9f17, 5d71, sigradi2014_045b4, ffca, 8d52, acadia17_600z, 249b, 6811, 81f7, a630, f903, ijac201715102kk, 6bbd, 1eac, 6bd5, ecaade2014_084t19, c684, 28d9, 3f15, 6f94, 1f07, ee72, ecaade2017_108c, ecaade2016_208m53, caadria2017_174y42, 20a1, 742d, 733e, sigradi2014_314o6, acadia17_544b, acadia14_565u, cd52, sigradi2013_234k, 7a0c, ecaade2014_046v11, f887, ijac201614102w1, ecaade2015_64c13, e1cc, 2698, ecaade2015_175p37, 4eb1, a7bb, ecaade2015_318x69, 1bb7, 083e, e5b3, 3660, 8ffe, 5f93, 2d67, 81fe, 5917, 539b, sigradi2014_313t5, f114, 6c96, 75c8, 53c1, 65b5, 6ba4, 9a98, 19ce, acadia14_145aa, 5519, ced1, 1383, 332b, 338f, 770c, ecaade2017_057n, ecaade2014_184m46, acadia14projects_445am, 00f1, 016d, acadia14projects_101m, fc75, 1d68, 21df, b1b5, 70d0, b269, 35c0, 1c53, 1cfa, 948c, acadia14_75aw, d92b, 3a0e, 6c84, 34e6, e3b2, ecaade2015_173k37, acadia14projects_311y, sigradi2014_048a5, acadia17_366x, b194, 4d68, ecaade2017_146ii, ecaade2015_86d17, 4c33, c88d, f719, sigradi2013_64, 22a5, c6de, acadia14_365ad, cedd, 23e0, 14ac, d531, 752c, a236, 3bc0, 137e, 1b23, ecaade2017_031pp, ecaade2017_122zz, cfa3, 8fa5, 2be1, f67e, 2b70, 09d2, 972b, 1012, sigradi2016_685mm, 7583, 40c5, fe43, 6d1f, dbb3, sigradi2016_741kk, 4743, fc10, 2ae3, d4ed, cfae, 19f9, acadia14_219av, cbc1, 8adc, 9b9b, 572a, 5de1, 9ab3, sigradi2016_385oo, acadia15_161e6, 3690, e687, d03a, 54bc, 94ed, 871f, 1ca2, 8ea3, 7925, ecaade2015_21y3, 70ac, 100a, ffc7, eec6, acadia15_497s22, 1689, 240d, 64da, acadia17_455aa, acadia17_232ee, 28c5, 68e7, ae9c, 6267, f7b4, sigradi2015_10.309x21, 9db4, 84c0, fb45, 152b, f060, a534, c504, 4386, 96ab, 18d0, 501d, b91d, 2598, 90da, acadia16_470k27, 660f, 17a4, ecaade2014_015k3, aeb7, 1359, 37dd, sigradi2015_8.41w10, fb66, ecaade2015_336b73, 3f53, 0fdc, 6885, ascaad2014_003w1, acadia15_483p21, ecaade2016_120l33, 9702, 8ef5, 2927, 2521, sigradi2015_8.47g11, aa0e, ecaade2014_023n6, 21fc, 606a, sigradi2013_238o, e3cb, 76ad, ijac201412305i2, c52b, ecaade2015_13l1, acadia17_590o, 77f2, b1cf, ijac201412402t4, c874, 0aa6, 50f7, d18a, 89cb, ascaad2014_019n2, 9b36, ecaade2014_140i31, b3b1, aefe, acadia15_497o22, sigradi2015_10.307v20, a80a, ascaad2016_054r21, 40ef, f37c, 4e68, a038, ecaade2017_174qq, f7a9, 6372, 29ce, 2d4b, c021, 324f, 1bba, acadia17_90nn, 0e37, 8cf0, bb4e, 722c, 9da5, 0c5f, d4e3, 6fdd, ecaade2015_21u3, 4e48, ea95, 944f, a4e7, 0247, acadia17_598e, 9a3e, c4b5, 2530, ccc1, b17b, 0800, ecaade2017_215yy, 7ddb, sigradi2013_138s, 5466, 4f2d, 3280, ecaade2014_153o36, 2f51, 4077, dcd9, fb40, daf8, ecaade2015_297g65, 008f, 75ea, caadria2016_839p35, 7a1a, acadia14_655ai, 7cfb, 37eb, a46d, caadria2016_851t35, 5ccc, c16c, 3a50, 280f, b50b, 00a1, 2d50, bdd0, abeb, caadria2017_016m6, caadria2015_049a6, 987f, 809b, a73d, 1c6b, 4a45, e87d, ecaade2015_196f42, be50, 9d5e, 3d26, 2b60, 5929, 9a5c, 9666, caadria2016_755o32, 5a39, 3704, 37e1, 4bca, 0459, ecaade2016_058z14, d918, 4cb2, caadria2016_045k3, 8df3, 3541, db1c, 1f82, 43c7, e60f, 888f, acadia14projects_153ap, e45d, acadia14projects_409o, 09fb, ecaade2015_202g44, dc2f, 8526, c4d5, acadia17_257c, 6c5d, 94c2, 6b29, dbdb, e6a2, 5447, 8fe7, c565, 8858, 6e29, d0af, acadia17_283vv, caadria2015_087b14, caadria2016_373h16, b1df, 4a79, 4505, 7931, ijac201513303x10, 0763, 595c, 34de, 33d3, e1e5, ecaade2016_198o52, ecaade2015_301o65, 3f1a, d899, ijac201513303w10, 3bc7, 837d, 5669, acadia17_670jj, acadia14_627az, 0c9d, sigradi2013_401i, ecaade2014_167