Assessment of the Potential and Impact of Solar Energy Utilization for Sustainable Land-Use Development in Sokoto State

Main Article Content

Morenikeji G.
Olukolajo M.A.

Abstract

 Fossil fuels are widely used for transport, electricity, and industries, but their extraction and use cause serious environmental damage and health problems due to resource depletion and increased CO2 emissions. In response, this paper examines the potential and impact of using solar energy to support sustainable land-use development in Sokoto State, Nigeria. This study adopts a geospatial approach using Sentinel 2 satellite imagery to analyse land-type classification and land-cover patterns and to identify suitable sites for photovoltaic (PV) solar energy development. Supervised land-cover classification was conducted to delineate five land-use categories, agricultural land, bare land, vegetation, settlements, and rivers, while classification accuracy was validated using high-resolution reference imagery. The result revealed that approximately 1,603,281 hectares of bare land are suitable for large-scale solar installations, with an overall classification accuracy of 92%, indicating high data reliability. Additionally, Sokoto State records high solar irradiance levels averaging 5.5-6.0 kWh/m2/day, further strengthening its suitability for solar energy deployment. The finding demonstrates that solar energy development in Sokoto State can significantly enhance energy security, promote sustainable land use and, support environmental sustainability. The study concludes that Sokoto State possesses substantial solar energy potential and recommends the establishment of supportive policy frameworks, strengthened public-private partnerships, and active community participation to facilitate large-scale solar energy adoption. 

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Assessment of the Potential and Impact of Solar Energy Utilization for Sustainable Land-Use Development in Sokoto State. (2026). Environmental Technology & Science Journal, 17(1), 37-49. https://journal.futminna.edu.ng/index.php/etsj/article/view/233
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Assessment of the Potential and Impact of Solar Energy Utilization for Sustainable Land-Use Development in Sokoto State. (2026). Environmental Technology & Science Journal, 17(1), 37-49. https://journal.futminna.edu.ng/index.php/etsj/article/view/233

References

Adaramola, M. (Ed.). (2014). Solar energy: application,

economics, and public perception. CRC Press.

Amna, B., Shabbir, R., Ahmad, S. S., & Aziz, N. (2015).

Land use change mapping and analysis using

remote sensing and GIS: A case study of Simly

watershed, Islamabad, Pakistan. The Egyptian

Journal of Remote Sensing and Space Science,

(2), 251-259.

Al-Ahmadi, F. S., & Hames, A. S. (2008). Comparison

of four classification methods to extract land use

and land cover from raw satellite images for some

remote arid areas, Kingdom of Saudi Arabia.

JKAU: Earth Sciences, 20(1), 167-191.

Arch. (2021). Google Earth vs Google Earth Pro.

Retrieved from

https://www.techjunkie.com/google-earth-vsgoogle-earth-pro/

Bu, X., Xie, Z., Liu, J., Wei, L., Wang, X., Chen, M., &

Ren, H. (2021). Global PM2. 5-attributable

health burden from 1990 to 2017: Estimates from

the Global Burden of disease study 2017.

Environmental Research, 197, 111123.

Center for Rural Affairs. (2025). Fact sheet:

Opportunities for solar energy on marginal

agricultural lands.

https://www.cfra.org/publications/fact-sheetopportunities-solar-energy-marginalagricultural-lands

Chien, F., Hsu, C. C., Zhang, Y., Vu, H. M., & Nawaz,

M. A. (2021). Unlocking the role of energy

poverty and its impacts on financial growth of

household: is there any economic concern.

Environmental Science and Pollution Research,

-14.

Chigbu, U. E., & Babalola, T. O. (2025). Unhiding the

“land rights” and “land wrongs” in sub-Saharan

Africa: An interpretive scoping review. Land Use

Policy, 154, 107576.

Chigbu, U. E. (2021). Tenure responsive land-use

planning as a tool for improving quality of life:

The perspective of sub-Saharan Africa. In

Handbook of Quality of Life and Sustainability

(pp. 17-33). Springer, Cham.

de Vries, W. T., & Chigbu, U. E. (2017). Responsible

land management – Concept and application in a

territorial rural context. Retrieved from

file:///C:/Users/Hp/Downloads/Responsible_Lan

d_Management_Concept_and.pdf

Environmental System Research Institute. (2020).

Training Samples Manager. Retrieved from

https://pro.arcgis.com/en/proapp/latest/help/analysis/image-analyst/trainingsamples-manager.htm

Environmental System Research Institute. (2020).

Using the Composite Bands button on the Image

Analysis window. Retrieved from

https://desktop.arcgis.com/en/arcmap/10.3/mana

ge-data/raster-and-images/using-the-compositebands-button.htm

Environmental and Energy Study Institute. (2021).

Climate, environmental, and health impacts of

fossil fuels.

https://www.eesi.org/papers/view/fact-sheetclimate-environmental-and-health-impacts-offossil-fuels-2021

Guo, J., Fast, V., Teri, P., & Calvert, K. (2020).

Integrating land-use and renewable energy

planning decisions: A technical mapping guide

for local government. ISPRS International

Journal of Geo-Information, 9(5), 324.

Falobi, E. O. (2019). The role of renewables in Nigeria's

energy policy mix. Retrieved from

file:///C:/Users/Hp/AppData/Local/Temp/191fal.

pdf

Federal Ministry of Housing & Urban Development.

(2024). National Urban Development Policy:

Sustainable planning amid rapid population

growth (Press release).

https://fmhud.gov.ng/read/3384

Gandapa, E. N. (2018). Spatio-temporal change

detection of land-use land cover of Hong Local

Government Area, Adamawa State, Nigeria.

ATBU Journal of Environmental Technology,

(1), 41-54. Retrieved from

https://gis.stackexchange.com/questions/65421/

what-is-the-difference-between-mosaicking-andmerging

Global Science Research Journals. (2025). Impact of

fossil fuels on human health.

https://globalscienceresearchjournals.org/articles

/impact-of-fossil-fuels-on-the-human-health-

html

Government of Sokoto State. (2021). Retrieved from

https://sokotostate.gov.ng/about-sokoto/

Institute for Environmental Research and Education.

(2025). Can the burning of fossil fuels affect the

environment? https://iere.org/can-the-burningof-fossil-fuels-affect-the-environment/

Institute for Environmental Research and Education.

(2025). Are fossil fuels good for the environment?

https://iere.org/are-fossil-fuels-good-for-theenvironment/

International Energy Agency (IEA). 2025. Electricity

Mid-Year Update 2025: Demand—Global

Electricity Use to Grow Strongly in 2025 and

Paris: IEA.

https://www.iea.org/reports/electricity-mid-yearupdate-2025

Irena, R. E. S. (2020). International renewable energy

agency. Abu Dhabi, 2020.

Environmental Technology & Science Journal

Volume 17 Number 1 June 2026

Jibrillah, A. M., Ja’afar, M., & Choy, L. K. (2023).

Monitoring vegetation change in the dryland

ecosystem of Sokoto, north-western Nigeria

using geoinformatics. Indonesian Journal of

Geography. https://doi.org/10.22146/ijg.33207

Kiesecker, J., Baruch-Mordo, S., Heiner, M., Negandhi,

D., Oakleaf, J., Kennedy, C., & Chauhan, P.

(2019). Renewable energy and land use in India:

A vision to facilitate sustainable development.

Sustainability, 12(1), 281.

https://doi.org/10.3390/su12010281

Popoola, A. A., & Adeleye, B. M. (2020). Access and

limitations to clean energy use in Nigeria. In

Qudrat-Ullah, H., & Asif, M. (Eds.), Dynamics of

Energy, Environment and Economy (Vol. 77, pp.

-13). Springer, Cham.

https://doi.org/10.1007/978-3-030-43578-3_12

Jungcurt, S. (2019). Global energy demand in 2018 grew

at fastest pace in a decade. Retrieved from

https://sdg.iisd.org

Mardani, A., Jusoh, A., Zavadskas, E. K., Cavallaro, F.,

& Khalifah, Z. (2015). Sustainable and renewable

energy: An overview of the application of

multiple criteria decision-making techniques and

approaches. Sustainability, 7(10), 13947-13984.

Marangoz, A. M., Sekertekin, A., & Akcin, H. (2017).

Analysis of land use land cover classification

results derived from Sentinel-2 image. In

Proceedings of the 17th International

Multidisciplinary Scientific Geo Conference (pp.

-37), Albena, Bulgaria.

Martín-Chivelet, N. (2016). Photovoltaic potential and

land-use estimation methodology. Energy, 94,

-242.

Milbrandt, A. R., Heimiller, D. M., Perry, A. D., &

Field, C. B. (2014). Renewable energy potential

on marginal lands in the United States.

Renewable and Sustainable Energy Reviews, 29,

-481.

National Bureau of Statistics (2022). Nigeria: Quarterly

Report. Abuja: NBS. www.nbs.gov.org.

Nigerian Investment Promotion Commission. (2021).

Retrieved from https://nipc.gov.ng/nigeriastates/Sokoto-state/

Nitheshnirmal, S., Rahaman, S. A.,

Balasundareshwaran, A., Nivedita Priyadarshini,

K., Balasubramani, K., & Kumaraswamy, K.

(2018). Spatio-temporal analysis of natural

human habitability environment along the coastal

taluks of Tamil Nadu, India. ISPRS annals of the

photogrammetry, remote sensing and spatial

information sciences, 4, 439-446.

NOAA, (2025). Current GHG Levels.

https://www.climate.gov/ghg/current-levels

Nwafor-Orizu, M. (2021). Can the EBRD's New 2021-

Green Economy Transition Approach Enable

a Green and Sustainable COVID-19 Recovery: A

Transnational Law Outlook. Available at SSRN

Ogundipe, A. A., Okwara, C., & Ogundipe, O. M.

(2020). CO2 emissions and environmental

implications in Nigeria. International Journal of

Energy Economics and Policy, 10(3), 317-324.

Ogunlela, O. G., Mbane, N. N., & Obokoh, L. O. (2023).

Land ownership issues and gender equity in the

Xolobe rural area of South Africa. Journal of

Public Administration, 58(3), 720-734.

Oladehinde, G. J., Olayiwola, L. M., & Popoola, K. O.

(2018). Land accessibility constraints of migrants

in rural border settlements of Ogun State,

Nigeria. Environmental & Socio-Economic

Studies, 6(1), 46-56.

https://doi.org/10.2478/environ-2018-0006

Oluwatayo, B., Timothy, I., & Ojo, O. A. (2019). Land

acquisition and use in Nigeria: Implications for

sustainable food and livelihood security. Land

Use - Assessing the Past, Envisioning the Future.

https://doi.org/10.5772/intechopen.79997

Oyedepo, S. O. (2014). Towards achieving energy for

sustainable development in Nigeria. Renewable

and Sustainable Energy Reviews, 34, 255-272.

Premium Times (2021). Image of Sokoto Land.

Retrieved from

https://www.premiumtimesng.com/news/headlin

es/465754-sokoto-communities-lament-nonexecution-of-multi-million-naira-roadprojects.html?tztc=1

Rahaman, S. A., Aruchamy, S., Balasubramani, K., &

Jegankumar, R. (2017). Land use/land cover

changes in semi-arid mountain landscape in

Southern India: A geoinformatics based Markov

chain approach. The International Archives of the

Photogrammetry, Remote Sensing and Spatial

Information Sciences, 42, 231-237.

Ranathunga, N., Perera, P., Nandasena, S., Sathiakumar,

N., Kasturiratne, A., & Wickremasinghe, R.

(2019). Effect of household air pollution due to

solid fuel combustion on childhood respiratory

diseases in a semi-urban population in Sri Lanka.

BMC Pediatrics, 19(1), 1-12.

Raina, G., & Sinha, S. (2019). Outlook on the Indian

scenario of solar energy strategies: Policies and

challenges. Energy Strategy Reviews, 24, 331-

Salihu, M. K., Danladi, A., & Medugu, D. W. (2024).

Regional-based potential assessment for solar

photovoltaic generation in northern part of

Nigeria using satellite imagery data. Bulletin of

the National Research Centre, 48(1), 132.

SEIA. (2021). Siting, permitting & land use for utilityscale solar. Retrieved from

https://www.seia.org/initiatives/sitingpermitting-land-use-utility-scale-solar

Sustainability-Directory. (2025). Marginal land use and

renewable energy potential.

Environmental Technology & Science Journal

Volume 17 Number 1 June 2026

https://energy.sustainabilitydirectory.com/term/marginal-land-use/

Udoekanem, N. B., Adoga, D. O., & Onwumere, V. O.

(2014). Land ownership in Nigeria: Historical

development, current issues and future

expectations. Journal of Environment and Earth

Science, 4(21), 182-189.

United Nations Statistics Division. (2023).

Environmental statistics: Nigeria.

https://unstats.un.org/unsd/ENVIRONMENT/ni

geria.pdf

World Bank. (2022). Nigeria: Energy access and

environmental sustainability. World Bank

Group.

https://www.worldbank.org/en/country/nigeria/o

verview

World Bank Group. (2024). Nigeria climate risk country

profile. World Bank. 15918-WB_Nigeria

Country Profile-WEB.pdf

World Econoic Forum. (2025). Energy Transition.

https://www.eforum.org/stories/2025/12/the-topenergy-stories-of-2025/

Worldometer. (2021). Nigerian population. Retrieved

from https://www.worldometers.info/worldpopulation/nigeria-population/

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