Land Use Land Cover Mapping with Change Detection: A Spatio-temporal Analysis of Ambo Woreda, Ethiopia from 2000 to 2020 | ||
Al-Qadisiyah Journal For Agriculture Sciences | ||
Article 9, Volume 11, Issue 2, December 2021, Pages 49-54 PDF (714.62 K) | ||
Document Type: Research Paper | ||
DOI: 10.33794/qjas.2021.132280.1014 | ||
Author | ||
RIYAZ KHAN N H* | ||
Department of Cadastral Surveying and Geomatics University, Ambo University, Ambo, Ethiopia | ||
Abstract | ||
The main aim of this present study is to identify and detect the land use, land cover changes occurred in the Ambo Woreda of West Shewa Zone in Ethiopia and to integrate the Remote Sensing and GIS data for analyzing and evaluating the changes in land-use of study area. Based on remotely sensed data, the Land Use Land Cover (LULC) maps and field records have been considered for investigation. Landsat7 ETM+ image of 2000 and Sentinel 2A image of 2020 are the two remotely sensed images of study area used in this study. The supervised classification based on maximum likelihood classifier in ArcGIS 10.3 has been used to identify the five major categories of LULC. The observation on the period of twenty years reveals that the agricultural land and built-up areas have stretched rapidly to the adjacent fallow lands. Also, there is significant loss in Hilly Vegetation due to settlements and industrial expansion in the fastest growing region of the Oromia Zone. | ||
Keywords | ||
Land Use Land Cover; Change Detection; Sentinel – 2A; Supervised Classification; Ambo | ||
References | ||
[1] Y. Suresh and K. B. Bindu, “An Analysis of Land use / Land cover in Kadalundi River Basin using Remote Sensing and GIS,” vol. 6, no. 2, pp. 1442–1449, 2015.
[2] S. Tikader, “Spatio-temporal changing pattern of LULC : An Overview,” vol. 7, no. 2, pp. 235–244, 2016.
[3] M. I. Sarwar, M. Billa, and A. Paul, “Urban land use change analysis using RS and GIS in Sulakbahar ward in Chittagong city, Bangladesh,” Int. J. Geomatics Geosci., vol. 7, no. 1, pp. 1–10, 2016.
[4] B. Gessesse and W. Bewket, “Drivers and Implications of Land Use and Land Cover Change in the Central Highlands of Ethiopia: Evidence from Remote Sensing and Socio-demographic Data Integration,” Ethiop. J. Soc. Sci. Humanit., 2014.
[5] M. L. Berihun et al., “Exploring land use/land cover changes, drivers and their implications in contrasting agro-ecological environments of Ethiopia,” Land use policy, vol. 87, no. March, p. 104052, 2019, doi: 10.1016/j.landusepol.2019.104052.
[6] E. E. Hassen and M. Assen, “Land use/cover dynamics and its drivers in Gelda catchment, Lake Tana watershed, Ethiopia,” Environ. Syst. Res., vol. 6, no. 1, 2018, doi: 10.1186/s40068-017-0081-x.
[7] M. Kidane, A. Bezie, N. Kesete, and T. Tolessa, “The impact of land use and land cover (LULC) dynamics on soil erosion and sediment yield in Ethiopia,” Heliyon, vol. 5, no. 12, p. e02981, 2019, doi: 10.1016/j.heliyon.2019.e02981.
[8] A. Mekonnen and A. Damte, “Private Trees as Household Assets and Determinants of Tree-Growing Behavior in Rural Ethiopia,” no. December, p. 29, 2011.
[9] S. M. Herrmann, M. Brandt, K. Rasmussen, and R. Fensholt, “Accelerating land cover change in West Africa over four decades as population pressure increased,” Commun. Earth Environ., vol. 1, no. 1, pp. 1–10, 2020, doi: 10.1038/s43247-020-00053-y.
[10] G. N. Vivekananda, R. Swathi, and A. V. L. N. Sujith, “Multi-temporal image analysis for LULC classification and change detection,” Eur. J. Remote Sens., vol. 54, no. sup2, pp. 189–199, 2021, doi: 10.1080/22797254.2020.1771215.
[11] M. Güler, T. Yomralioǧu, and S. Reis, “Using landsat data to determine land use/land cover changes in Samsun, Turkey,” Environ. Monit. Assess., vol. 127, no. 1–3, pp. 155–167, 2007, doi: 10.1007/s10661-006-9270-1.
[12] A. Debnath, J. Debnath, I. Ahmed, and N. Das Pan, “Change detection in Land use / cover of a hilly area by Remote Sensing and GIS technique : A study on Tropical forest hill range , Baramura , Tripura , Northeast India,” vol. 7, no. 3, pp. 293–309, 2017.
[13] M. W. Naikoo, M. Rihan, M. Ishtiaque, and Shahfahad, “Analyses of land use land cover (LULC) change and built-up expansion in the suburb of a metropolitan city: Spatio-temporal analysis of Delhi NCR using landsat datasets,” J. Urban Manag., vol. 9, no. 3, pp. 347–359, 2020, doi: 10.1016/j.jum.2020.05.004.
[14] S. Vigneshwaran and S. V. Kumar, “Urban land cover mapping and change detection analysis using high resolution sentinel-2A data,” Environ. Nat. Resour. J., vol. 17, no. 1, pp. 22–32, 2019, doi: 10.32526/ennrj.17.1.2019.03.
[15] C. A. Vishwakarma, S. Thakur, P. K. Rai, V. Kamal, and S. Mukherjee, “Changing land trajectories: A case study from india using a remote sensing based approach,” Eur. J. Geogr., vol. 7, no. 2, pp. 61–71, 2016.
[16] M. Vakha, M. Nagaraju, and A. M. K. G, “Land use land cover mapping using Geo-informatics of Kodagu District , Karnataka,” Int. J. Geomatics Geosci., vol. 7, no. 1, pp. 11–23, 2016.
[17] S. Parveen and S. Sarkar, “Land Use Land Cover Mapping with Change Detection : A Spatio-temporal Analysis of NCT of Delhi from 1981 to 2015,” vol. 8, no. 1, pp. 41–54, 2018.
[18] A. Sikarwar and A. Chattopadhyay, “Change in land use-land cover and population dynamics: A town-level Study of Ahmedabad city sub-District of Gujarat,” Int. J. Geomatics Geosci., vol. 7, no. 2, pp. 225–234, 2016. | ||
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