Monitoring and prediction of land-use and land-cover (LULC) change

Dhaka Megacity: Geospatial Perspectives on Urbanisation, Environment and Health

Volumn , Issue , 2014, Pages 75-97

  Corner, Robert J ^a   Dewan, Ashraf M ^a   Chakma, Salit ^a  

^a CURTIN UNIVERSITY   (Australia)

Author keywords

Built up areas; Geospatial techniques; Landsat TM; LULC dynamics; Markov Cellular automata; Modelling

Indexed keywords

EID: 85017349608     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1007/978-94-007-6735-5_5     Document Type: Chapter

References (127)

1. Abdullah SA, Nakagoshi N (2005) Changes in landscape spatial pattern in the highly developing state of Selangor, Peninsular Malaysia. Landsc Urban Plan 77(3):263-275
2. Ahmed B, Ahmed R (2012) Modeling urban land cover growth dynamics using multi-temporal satellite images: a case study of Dhaka, Bangladesh. ISPRS Int J Geoinf 1(1):3-31
3. Alphan H (2003) Land use change and urbanization in Adana, Turkey. Land Degrad Dev 14(6):575-586
4. Alves DS, Skole DL (1996) Characterizing land cover dynamics using multi-temporal imagery. Int J Remote Sens 17(4):835-839
5. Anderson R, Hardy EE, Roach JT, Witmer RE (1976) A land use and land cover classification system for use with remote sensor data, Sioux Falls, USA, USGS professional paper 964
6. Arsanjani JJ, Helbich M, Kainz W, Boloorani AD (2013) Integration of logistic regression, Markov chain and cellular automata models to simulate urban expansion. Int J Appl Earth Obs Geoinf 21:265-275
7. Bakr N, Weindorf DC, Bahnassy MH, Marei SM, El-Badawi MM (2010) Monitoring land cover changes in a newly reclaimed area of Egypt using multi-temporal Landsat data. Appl Geogr 30 (4):592-605
8. Bangladesh Bureau of Statistics (BBS) (1996) Agricultural census of Bangladesh. Bangladesh Bureau of Statistics, Ministry of Planning, Dhaka
9. Bangladesh Bureau of Statistics (BBS) (2001) Population census 2001. Bangladesh Bureau of Statistics, Ministry of Planning, Dhaka
10. Bangladesh Bureau of Statistics (BBS) (2003) Population census-2001, Community series. Bangladesh Bureau of Statistics, Ministry of Planning, Dhaka
11. Bangladesh Bureau of Statistics (BBS) (2010) Census of Agriculture 2008: structure of agricultural holdings and livestock population, vol 1, National series. Bangladesh Bureau of Statistics, Ministry of Planning, Dhaka
12. Bangladesh Bureau of Statistics (BBS) (2011) GDP of Bangladesh at 2007-08 to 2010-11, BBS, Dhaka. Available at Bangladesh Bureau of Statistics, http://www.bbs.gov.bd/WebTestApplication/userfiles/Image/BBS/GDP_2011.pdf. Accessed 13 Sept 2012
13. Bangladesh Bureau of Statistics (BBS) (2012) Population and housing census 2011. Bangladesh Bureau of Statistics, Ministry of Planning, Dhaka
14. Barredo JI, Demicheli L (2003) Urban sustainability in developing countries’ megacities: modeling and predicting future urban growth in Lagos. Cities 20(5):297-310
15. Batta B (2009) Analysis of urban growth pattern using remote sensing and GIS: a case study of Kolkata, India. Int J Remote Sens 30(18):4733-4746
16. Batta B, Saraswati S, Bandyopadhyay D (2010) Urban sprawl measurement from remote sensing data. Appl Geogr 30(4):731-740
17. Bolstad PV, Lillesand TD (1991) Rapid maximum likelihood classification. Photogramm Eng Remote Sens 57(1):67-74
18. Braimoh AK, Onishi T (2007) Spatial determinants of urban land use change in Lagos, Nigeria. Land Use Policy 24(2):502-515
19. Cabral P, Zamyatin A (2006) Three land change models for urban dynamics analysis in SintraCascais area, First EARSel workshop, Berlin
20. Chavez PS (1996) Image-base atmospheric corrections-revisited and improved. Photogramm Eng Remote Sens 62(9):1025-1036
21. Chen Z, Wang J (2010) Land use and land cover change detection using satellite remote sensing techniques in the mountainous Three Georges Area, China. Int J Remote Sens 31 (6):1519-1542
22. Choudhury AKMK (2008) Land use planning in Bangladesh. A H Development Publishing House, Dhaka
23. Chowdhury IU (2003) The role of RAJUK in planned urban development. In: Islam N (ed) World habitat day 2003: Souvenir on water and sanitation for cities. Bangladesh Institute of Planners and Center for Urban Studies, Dhaka, pp 88-91
24. Chowdhury AM, Faruqui S (1989) Physical growth of Dhaka City. In: Ahmed SU (ed) Dhaka: past, present and future. The Asiatic Society of Bangladesh, Dhaka, pp 43-61
25. Chowdhury JU, Rahman R, Bala Islam SK, Saiful AKM (1998) Impact of 1998 flood on Dhaka City and performance of flood control works. Institute of Flood Control and Drainage Research, Dhaka
26. Clarke KC, Brass JA, Riggan PJ (1994) A cellular-automaton model of wildfire propagation and extinction. Photogramm Eng Remote Sens 60(11):1355-1367
27. Clarke KC, Hoppen S, Gaydos L (1997) A self-modifying cellular automation model of historical urbanization in the San Francisco Bay area. Environ Plan B Plan Des 24(2):247-261
28. Congalton RG (1991) A review of assessing the accuracy of classifications of remotely sensed data. Remote Sens Environ 37(1):35-46
29. Coppin P, Jonckheere I, Nackaerts K, Muys B, Lambin E (2004) Digital change detection methods in ecosystem monitoring: a review. Int J Remote Sens 25(9):1565-1596
30. Costanza R, Ruth M (1998) Using dynamic modeling to scope environmental problems and build consensus. Environ Manage 22(2):183-195
31. de Koning G, Benitez P, Munoz F, Olschewski R (2007) Modelling the impacts of payments for biodiversity conservation on regional land-use patterns. Landsc Urban Plan 83(4):255-267
32. Deng JS, Wang K, Hong Y, Qi JG (2009) Spatio-temporal dynamics and evolution of land use change and landscape pattern in response to rapid urbanization. Landsc Urban Plan 92(3-4):187-198
33. Dewan AM, Yamaguchi Y (2008) Effects of land cover changes on flooding: example from Greater Dhaka of Bangladesh. Int J Geoinform 4(1):11-20
34. Dewan AM, Yamaguchi Y (2009a) Land use and land cover change in Greater Dhaka, Bangladesh: using remote sensing to promote sustainable urbanization. Appl Geogr 29(3):390-401
35. Dewan AM, Yamaguchi Y (2009b) Using remote sensing and GIS to detect and monitor land use and land cover change in Dhaka Metropolitan of Bangladesh during 1960-2005. Environ Monit Assess 150(1-4):237-249
36. Dewan AM, Kabir MH, Nahar K, Rahman MZ (2012) Urbanization and environmental degradation in Dhaka Metropolitan Area of Bangladesh. Int J Environ Sustain Dev 11(2):118-146
37. Dixon RK, Solomon AM, Brown S, Houghton RA, Trexier MC, Wisniewski J (1994) Carbon pools and flux of global forest ecosystems. Science 263(5144):185-190
38. Dong Y, Forster B, Ticehurst C (1997) Radar backscatter analysis for urban environments. Int J Remote Sens 18(6):1351-1364
39. Donnay JP, Barnsley MJ, Longley PA (2001) Remote sensing and urban analysis. Taylor & Francis, London/New York
40. Eastman JR (2006) IDRISI 15: the Andes edition. Clark University, Worcester
41. Evans TP, Kelley H (2004) Multi-scale analysis of a household level agent-based model of land cover change. J Environ Manag 72(1-2):57-72
42. Fang S, Gertner GZ, Sun Z, Anderson AA (2005) The impact of interactions in spatial distribution of the dynamics of urban sprawl. Landsc Urban Plan 73(4):294-306
43. Flood Action Plan (FAP) 8A (1991) Master plan study for greater Dhaka protection project. Japan International Cooperation Agency, Dhaka
44. Foley JA, DeFries R, Asner GP, Barford C, Bonan G, Carpenter SR, Chapin FS, Coe MT, Daily GC, Gibbs HK, Helkowski JH, Holloway T, Howard EA, Kucharik CJ, Monfreda C, Patz JA, Prentice IC, Ramankutty N, Snyder PK (2005) Global consequences of land use. Science 309 (5734):570-574
45. Garcia M, Alvarez R (1994) TM digital processing of a tropical forest region in southern Mexico. Int J Remote Sens 15(8):1611-1632
46. Giri C, Shrestha S (1996) Land cover mapping and monitoring from NOAA AVHRR data in Bangladesh. Int J Remote Sens 17(14):2749-2759
47. Griffiths P, Hostert P, Gruebner O, van der Linden S (2010) Mapping megacity growth with multi-sensor data. Remote Sens Environ 114(12):426-439
48. Guan D, HaiFeng L, Inohae T, Su W, Nagaie T, Hokao K (2011) Modeling urban land use change by the integration of cellular automaton and Markov model. Ecol Model 222(20-22):3761-3772
49. Harris PM, Ventura SJ (1995) The integration of geographic data with remotely sensed imagery to improve classification in an urban area. Photogramm Eng Remote Sens 61(8):993-998
50. Hazen BC, Berry MW (1997) The simulation of land-cover change using a distributed computing environment. Simul Pract Theory 5(6):489-514
51. He CY, Okada N, Chang QF, Shi PJ, Li JG (2008) Modelling dynamic urban expansion processes incorporating a potential model with cellular automata. Landsc Urban Plan 86(1):79-91
52. Howarth PJ, Wickware GM (1981) Procedures for change detection using Landsat digital data. Int J Remote Sens 2(3):277-291
53. Hu Z, Lo C (2007) Modeling urban growth in Atlanta using logistic regression. Comput Environ Urban Syst 31(6):667-688
54. Huang B, Zhang L, Wu B (2009) Spatiotemporal analysis of rural-urban land conversion. Int J Geogr Inf Sci 23(3):379-398
55. Islam N (1996) Dhaka from city to megacity: perspectives on people, places, planning and development issues. Urban Studies Program, Dhaka
56. Islam N (1999) Urbanization, migration and development in Bangladesh: recent trends and emerging issues, CPD-UNFPA series 1. Center for Policy Dialogue, Dhaka
57. Islam N (2005) Dhaka now: contemporary development. The Bangladesh Geographical Society, Dhaka
58. Islam MS, Ahmed R (2011) Land use change prediction in Dhaka city using GIS aided Markov chain modeling. J Life Earth Sci 6:81-89
59. Islam KR, Weil RR (2000) Land use effects on soil quality in a tropical forest ecosystem of Bangladesh. Agric Ecosyst Environ 79(1):9-16
60. Jat MK, Garg PK, Khare D (2008a) Monitoring and modeling of urban sprawl using remote sensing and GIS techniques. Int J Appl Earth Obs Geoinf 10(1):26-43
61. Jat MK, Garg PK, Khare D (2008b) Modelling of urban growth using spatial analysis techniques: a case study of Ajmer city (India). Int J Remote Sens 29(2):543-567
62. Jensen JR (1996) Introductory digital image processing: a remote sensing perspective. Prentice-Hall, Upper Saddle
63. Jensen IR, Ramsey EW (1987) Inland wetland change detection using Aircraft MSS data. Photogramm Eng Remote Sens 53(5):521-529
64. Kamusoko C, Aniya M, Adi B, Manjoro M (2009) Rural sustainability under threat in Zimbabwe-simulation of future land use/cover changes in the Bindura district based on the Markov-cellular automata model. Appl Geogr 29(3):435-447
65. Lambin EF, Rounseveel MDA, Geist HJ (2000) Are agricultural land-use models able to predict changes in land-use intensity? Agric Ecosyst Environ 82(1-3):321-331
66. Lambin EF, Turner BL, Geist HJ, Agbola SM, Angelsen A, Bruce JW, Coomes OT, Dirzo R, Fischer G, Folke C, George PS, Homewood K, Imbernon J, Leemans R, Li X, Moran EF, Mortimore M, Ramakrishnan PS, Richards JF, Skanes H, Steffen W, Stone GD, Svedin U, Veldkamp TA, Vogel C, Xu J (2001) The causes of land-use and land-cover change: moving beyond the myths. Glob Environ Chang 11(4):261-269
67. Li X, Yeh AGO (2004) Analyzing spatial restructuring of land use patterns in a fast growing region using remote sensing and GIS. Landsc Urban Plan 69(4):335-354
68. Li JJ, Wang XR, Wang XJ, Ma WC, Zhang H (2009) Remote sensing evaluation of urban heat island and its spatial pattern of the Shanghai metropolitan area, China. Ecol Complex 6(4):413-420
69. Lillesand TM, Kiefer RW (1999) Remote sensing and image interpretation. Wiley, New York
70. Liu Y, Lv XJ, Qin XS, Gao HC, Yu YJ, Wang JF, Mao G (2007) An integrated GIS-based analysis system for land-use management of lake areas in urban fringe. Landsc Urban Plan 82(4):233-246
71. Lo CP, Faber BJ (1997) Integration of Landsat thematic mapper and census data for quality of life assessment. Remote Sens Environ 62(2):143-157
72. Lo CP, Yang X (2002) Drivers of land-use/land-cover changes and dynamic modelling for the Atlanta, Georgia metropolitan area. Photogramm Eng Remote Sens 68(10):1073-1082
73. Long H, Tang G, Li X, Heilig GK (2007) Socio-economic forces of land-use change in Kunshan, the Yangtze river delta economic area of China. J Environ Manag 83(3):351-364
74. Loveland TR, Zhu Z, Ohlen DO, Brown JF, Reed BC, Yang LM (1999) An analysis of IGBP global land-cover characterization process. Photogramm Eng Remote Sens 65(9):1021-1032
75. Lu Q, Weng D (2005) Urban classification using full spectral information of Landsat ETM+ imagery in Marion County, Indiana. Photogramm Eng Remote Sens 71(11):1275-1284
76. Lu D, Mausel P, Brondiozio E, Moran E (2004) Change detection techniques. Int J Remote Sens 25(12):2365-2407
77. Lu D, Moran E, Hetrick S, Li G (2011) Land-use and land-cover change detection. In: Weng Q (ed) Advances in environmental remote sensing: sensors, algorithms and applications. CRC Press, Boca Raton, pp 273-291
78. Mahmood R, Pielke RA Sr, Hubbard KG, Niyogi D, Bonan G, Lawrence P, McNider R, McAlpine C, Etter A, Gameda S, Qian B, Carleton A, Beltran-Przekurat A, Chase T, Quintanar AI, Adegoke JO, Vezhapparambu S, Conner G, Asefi S, Sertel E, Legates DR, Wu Y, Hale R, Frauenfeld OW, Watts A, Shepherd M, Mitra C, Anantharaj VG, Fall S, Lund R, Trevino A, Blanken P, Du J, Chang H-I, Leeper R, Nair US, Dobler S, Deo R, Syktus J (2010) Impacts of land use/land cover change on climate and future research priorities. Bull Am Meteorol Soc 91 (1):37-46
79. Martinuzzi S, Gould WA, Gonzalez OMR (2007) Land development, land use and urban sprawl in Puerto Rico integrating remote sensing and population census data. Landsc Urban Plan 79(3-4):288-297
80. Mas J (1999) Monitoring land-cover changes: a comparison of change detection techniques. Int J Remote Sens 20(1):139-152
81. Meaille R, Wald L (1990) Using geographic information system and satellite imagery within a numerical simulation of regional urban growth. Int J Geogr Inf Syst 4(4):445-456
82. Mena CF, Walsh SJ, Frizzelle BG, Yao X, Malanson GP (2011) Land use change on household farms in the Ecuadorian Amazon: design and implementation of an agent-based model. Appl Geogr 31(1):210-222
83. Mesev V (2007) Integration of GIS and remote sensing. Wiley, Chichester
84. Meyer WB, Turner BL II (eds) (1994) Changes in land use and land cover: a global perspective. Cambridge University Press, Cambridge
85. Mitsova D, Shuster W, Wang X (2011) A cellular automata model of land cover change to integrate urban growth with open space conservation. Landsc Urban Plan 99(2):141-153
86. Mitsuda Y, Ito S (2011) A review of spatial-explicit factors determining spatial distribution of land use/land-use change. Landsc Ecol Eng 7(1):117-125
87. Mundia CN, Aniya M (2006) Dynamics of land use/cover changes and degradation of Nairobi City, Kenya. Land Degrad Dev 17(1):97-108
88. Muttitanon W, Tripathi NK (2005) Land use/cover changes in the coastal zone of Bay Don Bay, Thailand using Landsat 5 TM data. Int J Remote Sens 26(11):2311-2323
89. Ojima DS, Galvin KA, Turner BL (1994) The global impact of land use change. Bioscience 44(5):300-304
90. Pontius RG Jr, Malanson J (2005) Comparison of the structure and accuracy of two land change models. Int J Geogr Inf Sci 19(2):243-265
91. Quetier F, Lavorel S, Thuiller W, Davies I (2007) Plant-trait-based modeling assessment of ecosystem-service sensitivity to land-use change. Ecol Appl 17(8):2377-2386
92. Rahman A, Aggarwal SP, Netzband M, Fazal S (2011) Monitoring urban sprawl using remote sensing and GIS techniques of a fast growing urban centre, India. IEEE J Sel Top Appl Earth Obs Remote Sens 4(1):56-64
93. Rosenfield GH, Fitzpatirck-Lins K (1986) A coefficient of agreement as a measure of thematic classification accuracy. Photogramm Eng Remote Sens 52(2):223-227
94. Santé I, García AM, Miranda D, Crecente R (2010) Cellular automata models for the simulation of real-world urban processes: a review and analysis. Landsc Urban Plan 96(2):108-122
95. Seto KC, Kaufmann RK (2003) Modeling the drivers of urban land use change in the Pearl River delta China: integrating remote sensing with socioeconomic data. Land Econ 79(1):106-121
96. Shalaby A, Tateishi R (2007) Remote sensing and GIS for mapping and monitoring land cover and land use changes in the Northwestern coastal zone of Egypt. Appl Geogr 27(1):28-41
97. Siddiqui K, Ahmed J, Awal A, Ahmed M (2000) Overcoming the governance crisis in Dhaka City. The University Press Limited, Dhaka
98. Singh A (1989) Digital change detection techniques using remotely sensed data. Int J Remote Sens 10(6):989-1003
99. Sudhira HS, Ramachandra TV, Jagadish KS (2004) Urban sprawl: metrics, dynamics and modelling using GIS. Int J Appl Earth Obs Geoinf 5(1):29-39
100. Taubenböck H, Wengmann M, Roth A, Mehl H, Dech S (2009) Urbanization in India-spatio-temporal analysis using remote sensing data. Comput Environ Urban Syst 33(3):179-188
101. The World Bank (2007) Dhaka: improving living conditions for the urban poor, Sustainable Development Unit, South Asia Region, Report no. 35824-BD
102. Tolba MK, El-Kholy OA (eds) (1992) The world environment 1972-1992: two decades of challenge. Chapman & Hall, London
103. Torrens PM (2006) Geosimulation and its application to urban growth modeling. In: Portugali J (ed) Complex artificial environments: simulation, cognition and VR in the study and planning of cities, Part Three. Springer, London, pp 119-136
104. United Nations (2012) World population prospects: the 2010 revision, vol 1, United Nations Department of Economic and Social Affairs, New York. Available at: http://eas.un.org/undp/wpp/Documentation/publications.html. Accessed 1 Apr 2012
105. Verburg PH, Schot PP, Dijst MJ, Veldkamp A (2004) Land use change modeling: current practice and research priorities. GeoJournal 61(4):309-324
106. Ward DP, Murray AT, Phinn SR (2000) A stochastically constrained cellular model of urban growth. Comput Environ Urban Syst 24(6):539-558
107. Weng Q (2001) A remote sensing-GIS evaluation of urban expansion and its impact on surface temperature in the Zhujiang Delta, China. Int J Remote Sens 22(10):1999-2014
108. Weng Q (2002) Land use change analysis in the Zhujiang delta of China using satellite remote sensing, GIS and stochastic modeling. J Environ Manage 64(3):273-284
109. Westmoreland S, Stow DA (1992) Category identification of changed land-use polygons in an integrated image processing/geographic information system. Photogramm Eng Remote Sens 58(11):1593-1599
110. White R, Engelen G (1993) Cellular automata and fractal urban form: a cellular modeling approach to the evolution of urban land use patterns. Environ Plan A 25(8):1175-1193
111. White R, Engelen G (2000) High-resolution integrated modeling of the spatial dynamics of urban and regional systems. Comput Environ Urban Syst 24(5):383-400
112. Wu F (1998) Simulating urban encroachment on rural land with fuzzy-logic-controlled cellular automata in a geographical information system. J Environ Manag 53(4):293-308
113. Wu K, Zhang H (2012) Land use dynamics, built-up land expansion patterns, and driving forces analysis of the fast-growing Hangzhou metropolitan area, eastern China (1978-2008). Appl Geogr 34:137-145
114. Xian G, Crane M, Su J (2007) An analysis of urban development and its environmental impact on the Tampa Bay watershed. J Environ Manag 85(4):965-976
115. Xiao H, Weng Q (2007) The impact of land use and land cover changes on land surface temperature in a karst area of China. J Environ Manag 85(1):245-257
116. Xiao JY, Shen YJ, Ge JF, Tateishi R, Tang CY, Liang YQ, Huang Z (2006) Evaluating urban expansion and land use change in Shijiazhuang, China, by using GIS and remote sensing. Landsc Urban Plan 75(1-2):69-80
117. Xie Y (1996) A generalized model for cellular urban dynamics. Geogr Anal 28(4):350-373
118. Yamamura Y, Amano T, Koizumi T, Mitsuda Y, Taki H, Okabe K (2009) Does land-use change affect biodiversity dynamics at a macroecological scale? A case study of birds over the past 20 years in Japan. Anim Conserv 12(2):110-119
119. Yang X (2002) Satellite monitoring of urban spatial growth in the Atlanta metropolitan area. Photogramm Eng Remote Sens 68(7):725-734
120. Yeh AGO, Li X (1996) Urban growth management in the Pearl River delta-an integrated remote sensing and GIS approach. ITC J 1:77-85
121. Yeh AGO, Li X (1997) An integrated remote sensing-GIS approach in the monitoring and evaluation of rapid urban growth for sustainable development in the Pearl River delta, China. Int Plan Stud 2(2):193-210
122. Yin Z-Y, Stewart DJ, Bullard S, MacLachlan JT (2005) Changes in built-up surface and population distribution patterns during 1986-1999: a case study of Cairo, Egypt. Comput Environ Urban Syst 29(5):595-616
123. Yu XJ, Ng CN (2007) Spatial and temporal dynamics of urban sprawl along two urban-rural transects: a case study of Guangzhou, China. Landsc Urban Plan 79(1):96-109
124. Yu W, Zang S, Wu C, Liu W, Na X (2011) Analyzing and modeling land use land cover change (LUCC) in the Daqing city, China. Appl Geogr 31(2):600-608
125. Yuan F (2010) Urban growth monitoring and projection using remote sensing and geographic information systems: a case study in the Twin Cities metropolitan area, Minnesota. Geocarto Int 25(3):213-230
126. Yuan F, Sawaya KE, Loeffelholz BC, Bauer ME (2005) Land cover classification and change analysis of the Twin Cities (Minnesota) Metropolitan Area by multi-temporal Landsat remote sensing. Remote Sens Environ 98(2&3):317-328
127. Zhang Q, Wang J, Peng X, Shi P (2002) Urban built-up change detection with road density and spectral information from multi-temporal Landsat TM data. Int J Remote Sens 23(15):3057-3078