Journal of Geosciences and Geomatics. 2021, 9(1), 1-9
DOI: 10.12691/JGG-9-1-1
Original Research

Monitoring Environmental Changes and Their Drivers: The Case Study of Central Ethiopian Highlands

Lucas Boakye1 and Tekleab Gala1,

1Department of Geography, Chicago State University, Chicago, IL. USA

Pub. Date: April 12, 2021

Cite this paper

Lucas Boakye and Tekleab Gala. Monitoring Environmental Changes and Their Drivers: The Case Study of Central Ethiopian Highlands. Journal of Geosciences and Geomatics. 2021; 9(1):1-9. doi: 10.12691/JGG-9-1-1

Abstract

The central Ethiopian highlands, which are attracting massive population influx from the surrounding areas, are being subjected to myriad environmental changes and impacts thereof. Hence, an in-depth understanding of the statuses, and trends of the environmental resources on the highland is critical. This study used archived remotely sensed Landsat data to produced Land Use and Land Cover maps of the highlands and changes over 32 years (1985 – 2017). The Hybrid Maximum Likelihood Algorithm and image segmentation techniques; and Land Change Modeler were deployed. Accordingly, Agricultural lands, Grass/Bare lands, Lakes/Ponds, Scrublands, Settlement/Urban areas, Vegetation areas, and Wetlands were detected and mapped. Overall mapping accuracies and kappa statistics ranged between 84% - 87.6% and 95.7% - 94.4%, respectively. Agriculture is the dominant Land Use and Land Cover type throughout, though the compositions of the remaining Land Use and Land Cover types have changed since 1985; except for Lakes/Ponds, and Wetlands. Settlement/Urban areas have grown by 546%, at the expense of agricultural lands and vegetation areas, a condition that is exposing farmers to the loss of massive cropland and woodlands. Additionally, Agricultural lands have changed into Grass/Bare lands and Scrublands, as shreds of evidence of the environmental impacts of the rapid urbanization. Therefore, with an anticipated growing population and urban expansion on the highland, it is essential to promote practices of sustainable land resource management and development in the region.

Keywords

land use land cover, environmental change, change analysis and modeling, remote sensing, central Ethiopian highlands, Ethiopia

Copyright

Creative CommonsThis work is licensed under a Creative Commons Attribution 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

References

[1]  Central Statistical Agency of Ethiopia (CSA) (2007). The 2007 Population and Housing Census of Ethiopia: Statistical Report for Addis Ababa City Administration. Office of the Population Census Commission, Addis Ababa Ethiopia.
 
[2]  Worldometers.info. (2020). Ethiopia Population - Worldometers. [online] Retrieved from https://www.worldometers.info/world-population/ethiopia-population.
 
[3]  UN World Population Prospects, (2019 Revision) - United Nations population estimates and projections. Available online. Retrieved from http://worldpopulationreview.com/countries/ethiopia-population/.
 
[4]  FAO, (1986) Ethiopian highland reclamation study AG: UTF/ETH/037/ETH Final Report, Vol. 1.
 
[5]  Hurni, H., Abate, S., Bantider, A., Debele, B., Ludi, E., Portner, B., ... & Zeleke, G. (2010). Land degradation and sustainable land management in the highlands of Ethiopia. Retrieved fromhttps://boris.unibe.ch/5959/1/Hurni_Land%20degradation.pdf.
 
[6]  Kloos, H., & Adugna, A. (1989). The Ethiopian population: growth and distribution. Geographical Journal, 33-51.
 
[7]  Gala, T. S., Pazner, M., & Beyene, S. (2011). Evaluating biophysical attributes of environmentally degraded landscapes in Northern Ethiopia using LANDSAT ETM data and GIS. Ethiopian Journal of Environmental Studies and Management, 4(1).
 
[8]  Rawat, J.S., Biswas, V., Kumar M., (2013) Changes in land use/land cover using geospatial techniques A case study of Ramnagar town area, district Nainital Uttarakhand, India, The Egyptian Journal of Remote Sensing and Space Sciences, 16, 111-117.
 
[9]  Mallupattu, P. K., Reddy, S., & Reddy, J. (2013). Analysis of land use/land cover changes using remote sensing data and GIS at an Urban Area, Tirupati, India. The Scientific World Journal.
 
[10]  Shiferaw, A., Anteneh, M., & Haile, F. (2018). Monitoring Land Use and Land Cover Change Using GIS and Remote Sensing in the Mizewa Watershed, Upper Blue Nile Basin. Ethiopian Journal of Social Sciences, 1(2)
 
[11]  Yesuph, A. Y., & Dagnew, A. B. (2019). Land use/cover spatiotemporal dynamics, driving forces and implications at the Beshillo catchment of the Blue Nile Basin, North Eastern Highlands of Ethiopia. Environmental Systems Research, 8(1), 21
 
[12]  Rawat, J. S., & Kumar, M. (2015). Monitoring land use/cover change using remote sensing and GIS techniques: A case study of Hawalbagh block, district Almora, Uttarakhand, India. The Egyptian Journal of Remote Sensing and Space Science, 18(1), 77-84.
 
[13]  Hassan, Z., Shabbir, R., Ahmad, S. S., Malik, A. H., Aziz, N., Butt, A., & Erum, S. (2016). Dynamics of land use and land cover change (LULCC) using geospatial techniques: a case study of Islamabad Pakistan. SpringerPlus, 5(1), 812.
 
[14]  Cheruto MC, Kauti MK, Kisangau PD, Kariuki P (2016) Assessment of Land Use and Land Cover Change Using GIS and Remote Sensing Techniques: A Case Study of Makueni County, Kenya. J Remote Sensing & GIS 5:175.
 
[15]  Hamud, A. M., Prince, H. M., & Shafri, H. Z. (2019). Landuse/Landcover mapping and monitoring using Remote sensing and GIS with environmental integration. In IOP Conference Series: Earth and Environmental Science (Vol. 357, No. 1, p. 012038). IOP Publishing.
 
[16]  Anderson, J. R. (1976). A land use and land cover classification system for use with remote sensor data (Vol. 964). US Government Printing Office.
 
[17]  Richards J.A. (2013) Image Classification in Practice. In: Remote Sensing Digital Image Analysis. Springer, Berlin, Heidelberg
 
[18]  Congalton, R. G. (1991). A review of assessing the accuracy of classifications of remotely sensed data. Remote sensing of environment, 37(1), 35-46.
 
[19]  Mather, P. M., & Koch, M. (2011). Computer processing of remotely-sensed images: an introduction. John Wiley & Sons.
 
[20]  Bayes, A., (2012) Modeling urban land cover growth dynamics using multi temporal satellite images: A case study of Dhaka, Bangladesh, ISPRS International Journal of Geo-Information, 1 (1) 3-31.
 
[21]  Hussain, M.., Chen, D., Cheng, A., and Stanley, D. (2013), Change detection from remotely sensed images: From pixel-based to object-based approaches, ISPRS Journal of Photogrammetry and Remote Sensing, 80.91-106
 
[22]  Friehat, T., G. Mulugeta, and T. S. Gala. Modeling urban sprawls in Northeastern Illinois. J. Geosci. Geomat 3, no. 5 (2015): 133-141.
 
[23]  Eastman, J. R. (2012). Idrisi selva tutorial. Idrisi Production, Clark Labs-Clark University, 45, 51-63.
 
[24]  Kassawmar, T., Eckert, S., Hurni, K., Zeleke, G., & Hurni, H. (2018). Reducing landscape heterogeneity for improved land use and land cover (LULC) classification across the large and complex Ethiopian highlands. Geocarto international, 33(1), 53-69.
 
[25]  Miheretu, B. A., & Yimer, A. A. (2018). Land use/land cover changes and their environmental implications in the Gelana sub-watershed of northern highlands of Ethiopia. Environmental Systems Research, 6(1), 7.
 
[26]  Gala, T., & Boakye, L. (2020). Spatiotemporal analysis of remotely sensed Landsat time series data for monitoring 32 years of urbanization. Int. J. Hum. Capital Urban Manage, 5(2), 85-98.
 
[27]  Choodarathnakara, A. L., Kumar, T. A., Koliwad, S., & Patil, C. G. (2012). Mixed pixels: a challenge in remote sensing data classification for improving performance. International Journal of Advanced Research in Computer Engineering & Technology (IJARCET), 1(9).
 
[28]  Habila, M. (2018). Monitoring Land Use/Land Cover Change Using Remote Sensing Data and Geographical Information Sciences (GIS): A Case Study of Abuja, Nigeria (Doctoral dissertation, Chicago State University).
 
[29]  Oyugi, M. O., Odenyo, V. A., & Karanja, F. N. (2017). The implications of land use and land cover dynamics on the environmental quality of Nairobi City, Kenya. American Journal of Geographic Information System, 6(3), 111-127.
 
[30]  Prakasam, C. (2010). Land use and land cover change detection through remote sensing approach: A case study of Kodaikanal taluk, Tamil nadu. International journal of Geomatics and Geosciences, 1(2), 150.
 
[31]  Boakye, Lucas. "The Use of Remote Sensing and GIS for Monitoring Urban Growth: The Case of Addis Ababa, Ethiopia." PhD diss., Chicago State University, 2019.