Land use change mapping and analysis using Remote Sensing and GIS: A case study of Simly watershed, Islamabad, Pakistan

Egyptian Journal of Remote Sensing and Space Science

Volumn 18, Issue 2, 2015, Pages 251-259

  Butt, Amna ^a   Shabbir, Rabia ^a   Ahmad, Sheikh Saeed ^a   Aziz, Neelam ^a  

^a FATIMA JINNAH WOMEN UNIVERSITY   (Pakistan)

Author keywords

Change detection; Land cover use change; Simly watershed; Supervised classification

Indexed keywords

AGRICULTURE; LAND USE; MAXIMUM LIKELIHOOD; REMOTE SENSING; SUPERVISED LEARNING; VEGETATION; WATERSHEDS;

CHANGE DETECTION; LAND COVER/USE; LAND-COVER/LAND-USE CHANGE; MAXIMUM LIKELIHOOD ALGORITHM; MULTISPECTRAL SATELLITE DATA; REMOTE SENSING AND GIS; SOCIO-ECONOMIC DEVELOPMENT; SUPERVISED CLASSIFICATION;

GEOGRAPHIC INFORMATION SYSTEMS;

ALGORITHM; DETECTION METHOD; GIS; IMAGE CLASSIFICATION; LAND COVER; LAND USE CHANGE; LANDSAT; MAXIMUM LIKELIHOOD ANALYSIS; REMOTE SENSING; SPOT; WATERSHED;

ISLAMABAD [PAKISTAN]; PAKISTAN;

EID: 84947866446     PISSN: 11109823     EISSN: 20902476     Source Type: Journal    
DOI: 10.1016/j.ejrs.2015.07.003     Document Type: Article

References (59)

1. M. Adeel Methodology for identifying urban growth potential using land use and population data: a case study of Islamabad Zone IV Procedia Environ. Sci. 1 2010 32 41
2. K. Ahad, A. Mohammad, F. Mehboob, A. Sattar, and I. Ahmad Pesticide residues in Rawal lake, Islamabad, Pakistan Bull. Environ. Contam. Toxicol. 76 2005 463 470
3. F. Ahmad Detection of change in vegetation cover using multi-spectral and multi-temporal information for District Sargodha, Pakistan Sociedade Natureza 24 2012 557 572
4. M. Ali, S.J. Khan, I. Aslam, and Z. Khan Simulation of the impacts of land-use change on surface runoff of Lai Nullah Basin in Islamabad, Pakistan Landscape Urban Plann. 102 2008 271 279
5. Arfan, M., 2008. Spatio-temporal Modeling of Urbanization and its Effects on Periurban Land Use System (M.Sc. thesis). Department of Plant Sciences, Quaid-e-Azam University, Islamabad.
6. A. Ashraf Changing Hydrology of the Himalayan Watershed. Current Perspectives in Contaminant Hydrology and Water Resources Sustainability 2013 Intech Islamabad
7. M. Ashraf, M.A. Kahlown, and A. Ashfaq Impact of small dams on agriculture and groundwater development: a case study from Pakistan Agric. Water Manage. 92 2007 90 98
8. S. Bazgeera, P.K. Sharma, R.K. Maheya, S.S. Hundala, and A. Sood Assessment of land use changes using remote sensing and GIS and their implications on climatic variability for Balachaur watershed in Punjab, India Desert 12 2008 139 147
9. M.S. Boori, V. Voženílek, and K. Choudhary Land use/cover disturbance due to tourism in Jeseníky Mountain, Czech Republic: a remote sensing and GIS based approach Egypt. J. Remote Sens. Space Sci. 18 1 2015 17 26 10.1016/j.ejrs.2014.12.002
10. A. Butt, R. Shabbir, S.S. Ahmad, N. Aziz, M. Nawaz, and M.T.A. Shah Land cover classification and change detection analysis of Rawal watershed using remote sensing data J. Biol. Environ. Sci. 6 1 2015 236 248
11. G. Caruso, M.D.A. Rounsevell, and G. Cojacarus Exploring a spatiodynamic neighborhood-based model of residential behaviour in the Brussels peri-urban area Int. J. Geograph. Inf. Sci. 19 2005 103 123
12. P. Coppin, I. Jonckheere, K. Nackaerts, B. Muys, and E. Lambin Digital change detection methods in ecosystem monitoring: a review Int. J. Remote Sens. 25 9 2004 1565 1596
13. Daaira, 2012. Simli dam - An exotic picnic spot. Retrieved from < http://daaira.com > (accessed 12.02.13).
14. C. Dietzel, M. Herold, J.J. Hemphill, and K.C. Clarke Spatial-temporal dynamics in California's central Valley: empirical links to urban theory Int. J. Geograph. Inf. Sci. 19 2005 175 195
15. M.J. Fortin, B. Boots, F. Csillag, and T.K. Remmel On the role of spatial stochastic models in understanding landscape indices in ecology Oikos 102 2003 203 212
16. S. Gajbhiye, and S.K. Sharma Land use and land cover change detection of Indra river watershed through remote sensing using multi-temporal satellite data Int. J. Geomatics Geosci. 3 2012 89 96
17. J. Gao, and Y. Liu Determination of land degradation causes in Tongyu County, Northeast China via land cover change detection Int. J. Appl. Earth Obs. Geoinf. 12 1 2010 9 16
18. S.R. Gliessman The need for sustainable food production systems Agroecology: The Ecology of Sustainable Food Systems second ed. 2006 Lewis Publishers New York
19. Groupin, 2011. Simly dam lake Islamabad; fishing, boating and picnic spot for families. Retrieved from < http://www.groupin.pk/blog > (accessed 12.02.13).
20. K. Gwet Kappa statistic is not satisfactory for assessing the extent of agreement between raters Stat. Methods Inter-Rater Reliab. Assess. 76 2002 378 382
21. Hagler Bailly Environmental baseline study of Margala and Margala north blocks 2007 MOL Pakistan Oil and Gas Company BV Islamabad
22. P.J. Hardin, M.W. Jackson, and S.M. Otterstrom Mapping, measuring, and modeling urban growth R.R. Jensen, J.D. Gatrell, D. McLean, Geo-spatial Technologies in Urban Environments: Policy, Practice and Pixels second ed. 2007 Springer-Verlag Heidelberg 141 176
23. P.M. Harris, and S.J. Ventura The integration of geographic data with remotely sensed imagery to improve classification in an urban area Photogramm. Eng. Remote Sens. 61 8 1995 993 998
24. H.B. Hu, H.Y. Liu, J.F. Hao, and J. An Analysis of land use change characteristics based on remote sensing and GIS in the Jiuxiang river watershed Int. J. Smart Sens. Intell. Syst. 5 2012 811 823
25. IUCN, 2005. Rapid environmental appraisal of developments in and around Murree hills. Retrieved from < http://www.iucn.pk > (accessed 28.06.13).
26. S. Iram, I. Ahmad, K. Ahad, A. Muhammad, and S. Anjum Analysis of pesticide residues of Rawal and Simly lakes Pak. J. Bot. 41 2009 1981 1987
27. J.R. Jensen, and J. Im Remote sensing change detection in urban environments R.R. Jensen, J.D. Gatrell, D. McLean, Geo-spatial Technologies in Urban Environments: Policy, Practice and Pixels second ed. 2007 Springer-Verlag Heidelberg 7 30
28. J.R. Jensen Introductory Digital Image Processing: A Remote Sensing Perspective third ed. 2005 Pearson Prentice Hall Upper Saddle River
29. F.R. Kearns, N.M. Kelly, J.L. Carter, and V.H. Resh A method for the use of landscape metrics in freshwater research and management Landscape Ecol. 20 2005 113 125
30. A. Keller, R. Sakthivadivel, and D. Seckler Water scarcity and the role of storage in development Int. Water Manage. Inst. 39 2000 1 20
31. Lea, C., Curtis, A.C., 2010. Thematic accuracy assessment procedures: National Park Service Vegetation Inventory, version 2.0. Natural Resource Report NPS/2010/NRR - 2010/204, National Park Service, Fort Collins, Colorado, USA.
32. D. Lu, P. Mausel, E. Brondízio, and E. Moran Change detection techniques Int. J. Remote Sens. 25 2004 2365 2407
33. Q. Lu, and D. Weng Urban classification using full spectral information of Landsat ETM+ imagery in Marion County, Indiana Photogramm. Eng. Remote Sens. 71 11 2005 1275 1284
34. A.G. Mangrio, M. Aslam, and M.Z. Ikram Estimation and rapport between rainfall-runoff and sediment load as soil loss from Rawal sub-watershed (Satramee) Pak. J. Agric. Agril. Eng. Vet. Sci. 27 1 2011 27 38
35. M.E. Mendoza, E.L. Granados, D. Geneletti, D.R. Perez-Salicrup, and V. Salinas Analysing land cover and land use change processes at watershed level: a multi temporal study in the Lake Cuitzeo Watershed, Mexico (1975-2003) Appl. Geogr. 31 2011 237 250
36. Y.J. Nasir, and R. Akhtar A checklist of the wild trees, shrubs and climbers of National Park, Margalla Hills, Islamabad Biologia 33 1987 149 176
37. NESPAK New Murree: Feasibility Study 2004 National Engineering Services of Pakistan Islamabad
38. Owojori, A., Xie, H., 2005. Landsat image-based LULC changes of San Antonio, Texas using advanced atmospheric correction and object-oriented image analysis approaches. Paper Presented at the 5th International Symposium on Remote Sensing of Urban Areas, Tempe, AZ.
39. S.L. Ozesmi, and M.E. Bauer Satellite remote sensing of wetlands Wetlands Ecol. Manage. 10 2002 381 402
40. D. Parker, and V. Meretsky Measuring pattern outcomes in an agent-based model of edge-effect externalities using spatial metrics Agric. Ecosyst. Environ. 101 2004 233 250
41. M. Qasim, K. Hubacek, M. Termansen, and A. Khan Spatial and temporal dynamics of land use pattern in District Swat, Hindu Kush Himalayan region of Pakistan Appl. Geogr. 31 2011 820 828
42. J.S. Rawat, V. Biswas, and M. Kumar Changes in land use/cover using geospatial techniques: a case study of Ramnagar town area, district Nainital, Uttarakhand, India Egypt. J. Remote Sens. Space Sci. 16 2013 111 117
43. J.S. Rawat, and M. Kumar Monitoring land use/cover change using remote sensing and GIS techniques: a case study of Hawalbagh block, district Almora, Uttarakhand, India Egypt. J. Remote Sens. Space Sci. 18 1 2015 77 84 < http://dx.doi.org/10.1016/j.ejrs.2015.02.002 >
44. G.H. Rosenfield, and K. Fitzpatirck-Lins A coefficient of agreement as a measure of thematic classification accuracy Photogramm. Eng. Remote Sens. 52 2 1986 223 227
45. D.C. Rundquist, S. Narumalani, and R.M. Narayanan A review of wetlands remote sensing and defining new considerations Remote Sens. Rev. 20 2001 207 226
46. A. Seif, and M. Mokarram Change detection of Gil Playa in the Northeast of Fars Province Iran Am. J. Sci. Res. 86 2012 122 130
47. M. Shafiq, S. Ahmed, A. Nasir, M.Z. Ikram, M. Aslam, and M. Khan Surface runoff from degraded scrub forest watershed under high rainfall zone J. Eng. Appl. Sci. 16 1997 7 12
48. P. Singh, A. Gupta, and M. Singh Hydrological inferences from watershed analysis for water resource management using remote sensing and GIS techniques Egypt. J. Remote Sens. Space Sci. 17 2014 111 121
49. T.J. Stewart, R. Janssen, and M. van Herwijnen A genetic algorithm approach to multiobjective land use planning Comput. Oper. Res. 31 2004 2293 2313
50. SCGE, 2011. Supervised/unsupervised land use land Cover classification using ERDAS imagine. Summer course computational geo-ecology. Retrieved from < http://horizon.science.uva > (accessed 12.05.13).
51. A. Tanvir, B. Shahbaz, and A. Suleri Analysis of myths and realities of deforestation in northwest Pakistan: implications for forestry extension Int. J. Agric. Biol. 8 2006 107 110
52. M.G. Turner, R.H. Gardner, and R.V. O'Neill Landscape Ecology in Theory and Practice Pattern and Process 2001 Springer-Verlag New York
53. P.H. Verburg, J.R. van Eck, T.C. de Hijs, M.J. Dijst, and P. Schot Determination of land use change patterns in the Netherlands Environ. Plan. B: Plan. Des. 31 2004 125 150
54. A.J. Viera, and J.M. Garrett Understanding inter-observer agreement: the kappa statistic Family Med. 37 2005 360 363
55. X. Wang, S. Yu, and G.H. Huang Land allocation based on integrated GIS-optimization modeling at a watershed level Landscape Urban Plann. 66 2004 61 74
56. X. Wang, D. Zheng, and Y. Shen Land use change and its driving forces on the Tibetan Plateau during 1990-2000 Catena 72 2008 56 66
57. S.P. Wani, T.K. Sreedevi, T.S.V. Reddy, B. Venkateswarlu, and C.S. Prasad Community watersheds for improved livelihoods through consortium approach in drought prone rain-fed areas J. Hydrol. Res. Dev. 23 2008 55 77
58. S. Zhang, S. Zhang, and J. Zhang A study on wetland classification model of remote sensing in the Sangjiang plain Chin. Geog. Sci. 10 2000 68 73
59. M.E. Zoran The use of multi-temporal and multispectra l satellite data for change detection analysis of Romanian Black Sea Coastal zone J. Optoelectron. Adv. Mater. 8 2006 252 256