Seasonal variation of surface energy balance over Mubi northeastern Nigeria during 2000-2020
Corresponding Author(s) : Abubakar Saidu Umar
Future Energy,
Vol. 2 No. 4 (2023): November 2023 Issue
Abstract
Several studies have been undertaken on surface energy balance (SEB) at various places in the world, but none have been undertaken for Mubi, Northeastern Nigeria. In the effort of consideration, this study aims to evaluate the seasonal variation of SEB in Mubi, with emphasis on the observational data from 2000 to 2020. Evaluation of seasonal variations was executed using time series analysis to find out the impact of precipitation, evapotranspiration, soil, and air temperature changes on SEB components. It was found that the SEB components variations of sensible heat (H) had a maximum value of 1035.13 Wm−2 in the dry season, in the month of December, while a minimum value of -104.13 Wm−2 during the rainy season, in the month of July; latent heat (LH), had a peak value of 5243.46 Wm-2 in the dry season in the month of April, while in the rainy season, the lower value was found to be 2460.6 Wm-2, in the month of August; soil heat (G) had minimum and maximum values of 886.43 Wm-2 in March and 275.25 Wm-2 in August respectively; and net radiative (Rn) varies roughly between the highest month in March with 2809.35 Wm−2 (rainy season months) and lowest month in August with 6879.69 Wm−2 (dry season months). It was also found that precipitation, evapotranspiration, soil, and air temperature follow the same trend with some SEB results, affirming their dependency on each other. Therefore, it is expected that this study will help to understand the amount of energy received or emitted in the Mubi region. Along with the main work, some recommendations were made by researchers on some applications of SEB to the community.
Keywords
Download Citation
Endnote/Zotero/Mendeley (RIS)BibTeX
- M. Rahman, and W. Zhang, “Review on estimation methods of the Earth’s surface energy balance components from ground and satellite measurements,’’ J. Earth Syst. Sci. 128:84, 2019. https://doi.org/10.1007/s12040-019-1098-5.
- Y. Zhu, M, Ludwig, E. M., Cherkauer, “Estimation of Corn Latent Heat Flux from High Resolution Thermal Imagery,” Remote Sens., 14, 2682. 2022. https://doi.org/10.3390/rs14112682.
- H. Hoffmann, H. Nieto, R. Jensen, R. Guzinski, P. Zarco-Tejada, T. and Friborg, “Estimating Evaporation with Thermal UAV Data and Two-Source Energy Balance Models,” Hydrol. Earth Syst. Sci.; 20, 697–713, 2016.
- A. Imanian, M. H. Tangestani, A. Asadi, and M. Zare, “Calculation of Real Evapotranspiration by the Application of Metric Method on Landsat-8 Data,” IOP Conf. Series: Earth and Environmental Science, 767 (2021) 012047. doi:10.1088/1755-1315/767/1/01204
- G. R. North, “Theory of energy-balance climate models,” Journal of the Atmospheric Sciences, 32(11), 2033-2043, 1975.
- R. Tang, Z. Li, Y. Jia, C. Li, K-S. Chen, X. Sun and J. Lou, “Evaluating one- and two-source energy balance models in estimating surface evapotranspiration from Landsat-derived surface temperature and field measurements,” International Journal of Remote Sensing, 2012. https://doi.org.10.1080/01431161.2012.716529
- K. Dintwe, G. S. Okin, and Y. Xue, “Fire-induced albedo changes and surface radiative forcing in sub-Saharan Africa savanna ecosystems: Implications for the energy balance,” J. Geophys. Res. Atmos., 122, 6186–6201, 2017.
- R. A. Pielke, G. Marland, R. A. Betts, T. N. Chase, J. L. Eastman, J. O. Niles, D. D. S. Niyogi, and S. W. Running, “The influence of land-use change and landscape dynamics on the climate system: relevance to climate-change policy beyond the radiative effect of greenhouse gases,” Philosophical Transactions A 360 (1797), 1705, 2002.
- M. O. Audu, B. C. Isikwue, and J. E. Eweh, “Estimation of Seasonal and Annual Albedo of the Earth’s Atmosphere over Kano, Nigeria,” IOSR Journal of Applied Physics (IOSR-JAP). 6(5): 56-62. 2014. www.iosrjournals.org
- X. Zhang, S. Liang, K. Wang, L. Li, and S. Gui, “Analysis of global land surface shortwave broadband albedo from multiple data sources. IEEE J. Special Topics Appl. Earth Observations Remote Sens. 2010.
- S. Liang, K. Wang, X. Zhang, and M. Wild, “Review on Estimation of Land Surface Radiation and Energy Budgets from Ground Measurement, Remote Sensing and Model Simulations,” IEEE Journal if Selected Topics in Applied Earth Observations and Remote Sensing. 3(3): 225-240. 2010.
- W. G. M. Bastiaanssen, “SEBAL-based sensible and latent heat fluxes in the irrigated Gediz Basin, Turkey.” J. Hydrol., 229, 87–100. 2000.
- M. Tasumi, “A review of evaporation research on Japanese lakes.” Proc. ASCE/EWRI World Water and Environmental Resources Congress, ASCE, Reston, Va. 2005.
- R. G. Allen, M. Tasumi, and R. Trezza, “Satellite-Based Energy Balance for Mapping Evapotranspiration with Internalized Calibration (METRIC) – Model,” Journal of Irrigation and Drainage Engineering. Pp. 380-394. 2007. https://doi.org/10.1061/Asce0733-94372007133:4380.
- W. G. M. Bastiaanssen, M. Menenti, R. A. Feddes, And A. A. M. Holtslag, “A remote sensing surface energy balance algorithm for land (SEBAL) 1. Formulation”. Journal of Hydrology, 212–213, pp. 198–212, 1998.
- W. Brutsaert
- J. Schulz, G. Vogel, C. Becker, S. Kothe, U. Rummel, and B. Ahrens, “Evaluation of the ground heat flux simulated by a multi-layer land surface scheme using high-quality observations at grass land and bare soil,” Meteorologische Zeitschrift, 25(5): 607–620, 2016.
- A. Usman, J. A. Sunday, and L. A. Sunmonu,
- W. P. Kustas, and C. S. T. Daughtry
- T, Chang, Y. Liou, C. Lin, S. Liu, and Y. Wang, “Evaluation of surface heat fluxes in Chiayi plain of Taiwan by remotely sensed data,” International Journal of Remote Sensing. 31(14): 3885–3898, 2010.
- S. Bid, “Change Detection of Vegetation Cover by NDVI Technique on Catchment Area of the Panchet Hill Dam, India,” International Journal of Research in Geography (IJRG), 2(3): 11-20, 2016. https://dx.doi.org/10.20431/2454-8685.0203002.
- V. Zuzulova, and J. Vido, J. “Normalized difference vegetation index (NDVI) as a tool for the evaluation of agricultural drought,” Ecocycles, 4(1): 83-87, 2018. https://doi.org/ 10.19040/ecocycles.v4i1.124
- Y. Julien, J. A. Sobrino, C. Mattar, A. B. Ruescas, J. C. Nez-Munoz, G. S. Oria, V. Hidalgo, M. Atitar, B. Franch, and J. Cuenca, “Temporal analysis of normalized difference vegetation index (NDVI) and land surface temperature (LST) parameters to detect changes in the Iberian land cover between 1981 and 2001,” International Journal of Remote Sensing, 32(7): 2057–2068, 2011. https://doi.org/10.1080/01431161003762363
- U. S. Geological Survey, “NDVI, the Foundation for Remote Sensing Phenology. 2015. Available at: http://phenology.cr.usgs.gov/ndvi_foundation.php
- A. C. Floyd, and A. E. Ruth, “Normalized Difference Vegetation Index (NDVI) Assessment of Vegetation Around Oben Gas Flow Station, Edo State, Nigeria,” NIPES Journal of Science and Technology Research, 4(1): 311-321, 2022. Available at: https://nipesjournals.org.ng
- H. Khaleghi, H. Farani and M. Ahmadi, “A comparative study of breakup models in diesel fuel spray,” The 25th Annual International Conference on Mechanical Engineering ISME 2017, 2-4 May 2017, Tarbiat Modares University, Tehran, Iran.
- A. Rostamijavanani, “Dynamic buckling of cylindrical composite panels under axial compressions and lateral external pressures,” J Fail. Anal. and Preven. 21, 97–106, 2021. https://doi.org/10.1007/s11668-020-01032-3.
- S. Sultana, and A. N. V. Satyanarayana, “Impact of Urbanization on Surface Energy Balance Components over Metropolitan Cities of India during 2000–2018 winter seasons,” Research Square, 2021. https://doi.org/10.21203/rs.3.rs-709565/v1
- Y. Ma, “Determination of regional surface heat fluxes over heterogeneous landscapes by integrating satellite remote sensing with boundary layer observations, PhD thesis, Wageningen University, Wageningen, The Netherlands, 2006.
- Y. Ilhamsyah, “Surface Energy Balance in Jakarta and Neighboring Regions as Simulated Using Fifth Mesoscale Model (MM5),” Aceh Int. J. Sci. Technol., 3(1): 27-36, 2014. https://doi.org/10.13170/AIJST.0301.03
- X. Liu, “Surface Energy and Mass Balance Model for Greenland Ice Sheet and Future Projections,” A dissertation submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy (Atmospheric, Oceanic and Space Sciences) in The University of Michigan, 2017.
- H. Wang, and J. Ma, “Analysis of Land Surface Energy and Water Cycle Changes in Naqu Region of Qinghai-Tibet Plateau during 2005-2016,” Open Access Library Journal, 8: e7670, 2021. https://doi.org/10.4236/oalib.1107670
- Y. Petchprayoon, “Analysis of Climate Change Impacts on the Surface Energy Balance of Lake Huron. (Estimation of Surface Energy Balance Components: Remote Sensing Approach for Water - Atmosphere Parameterizations,” A thesis submitted to the Department of Geography, Faculty of the Graduate School of the University of Colorado in partial fulfilment of the requirement for the degree of Doctor of Philosophy. 2015.
- O. Akuoko, “Surface energy balance partitioning in tilled and non-tilled bare soils,” A thesis submitted to the graduate faculty in partial fulfillment of the requirements for the degree of Master of Science, Department of Environmental Science, Iowa State University Ames, Iowa, 2018.
- U. Kumar, C, Rashmi, and S. N. Raghuwanshi, “Comparative Evaluation of Simplified Surface Energy Balance Index-Based Actual ET against Lysimeter Data in a Tropical River Basin. Sustainability, 13, 13786, 2021. https://doi.org/10.3390/su132413786
- E. E. Small, and S. Kurc, “Simulating summertime rainfall variability in the North American monsoon region: The influence of convection and radiationparameterizations," Journal of Geophysical Research, Vol. 107, NO. D23, 4727, doi:10.1029/2001JD002047. 2001.
- R. Hock, and B. Holmgren, “A distributed surface energy-balance model for complex topography and its application to Storglacia¨ren, Sweden. Journal of Glaciology, 51(172): 25-36, 2005.
- E. Bäckström, “The surface energy balance and climate in an urban park and its surroundings,” Department of Earth Sciences, Uppsala University Villavägen 16, 752 36 Uppsala, Sweden, 2006. ISSN 1401-5765.
- A. Verhoef, J. S. Allen, and R. Lloydc, “Seasonal variation of surface energy balance over two Sahelian surfaces,” International Journal of Climatology. 19: 1267–1277, 1999.
- S. P. Arya, “Introduction to Micrometeorology,” (2nd ed). California USA: Academic Press, 2001. Hardcover ISBN: 9780120593545.
- E. Nwaokoro, and E. F. Nymphas, “TEMPERATURE VARIATIONS AND SOIL THERMAL PROPERTIES AT THE NIGERIA MESOSCALE EXPERIMENT SITE, IBADAN, NIGERIA,” International Research Journal of Pure and Applied Physics. 7(1): 7-14, 2020.
- A. T. Akinseloyin, “Soil Moisture and Temperature Simulation Using the Versatile Soil Moisture Budget Approach,” A Thesis submitted to the Faculty of Graduate studies of the University of Manitoba in partial fulfilment of the requirements for the degree of Master of Science, Department of Soil Science, University of Manitoba, 2015.
- P. Pramanik, K. K. Bandyopadhyay, D. Bhaduri, B. Bhaacharyya, and P. Aggarwal, “Effect of mulch on soil thermal regimes - A review. International Journal of Agriculture, Environment and Biotechnology (IJAEB), 8(3): 645-658, 2015. https://doi.org./10.5958/2230-732X.2015.00072.8.
- T. Adak, S. Gopalkumar, P. K. Srivastava, and N. V. K. Chakvawarty, “Seasonal changes in Soil Temperature within Mustard Crop Stand,” Journal of Agro Meteorology. 13: 72-74, 2011.
References
M. Rahman, and W. Zhang, “Review on estimation methods of the Earth’s surface energy balance components from ground and satellite measurements,’’ J. Earth Syst. Sci. 128:84, 2019. https://doi.org/10.1007/s12040-019-1098-5.
Y. Zhu, M, Ludwig, E. M., Cherkauer, “Estimation of Corn Latent Heat Flux from High Resolution Thermal Imagery,” Remote Sens., 14, 2682. 2022. https://doi.org/10.3390/rs14112682.
H. Hoffmann, H. Nieto, R. Jensen, R. Guzinski, P. Zarco-Tejada, T. and Friborg, “Estimating Evaporation with Thermal UAV Data and Two-Source Energy Balance Models,” Hydrol. Earth Syst. Sci.; 20, 697–713, 2016.
A. Imanian, M. H. Tangestani, A. Asadi, and M. Zare, “Calculation of Real Evapotranspiration by the Application of Metric Method on Landsat-8 Data,” IOP Conf. Series: Earth and Environmental Science, 767 (2021) 012047. doi:10.1088/1755-1315/767/1/01204
G. R. North, “Theory of energy-balance climate models,” Journal of the Atmospheric Sciences, 32(11), 2033-2043, 1975.
R. Tang, Z. Li, Y. Jia, C. Li, K-S. Chen, X. Sun and J. Lou, “Evaluating one- and two-source energy balance models in estimating surface evapotranspiration from Landsat-derived surface temperature and field measurements,” International Journal of Remote Sensing, 2012. https://doi.org.10.1080/01431161.2012.716529
K. Dintwe, G. S. Okin, and Y. Xue, “Fire-induced albedo changes and surface radiative forcing in sub-Saharan Africa savanna ecosystems: Implications for the energy balance,” J. Geophys. Res. Atmos., 122, 6186–6201, 2017.
R. A. Pielke, G. Marland, R. A. Betts, T. N. Chase, J. L. Eastman, J. O. Niles, D. D. S. Niyogi, and S. W. Running, “The influence of land-use change and landscape dynamics on the climate system: relevance to climate-change policy beyond the radiative effect of greenhouse gases,” Philosophical Transactions A 360 (1797), 1705, 2002.
M. O. Audu, B. C. Isikwue, and J. E. Eweh, “Estimation of Seasonal and Annual Albedo of the Earth’s Atmosphere over Kano, Nigeria,” IOSR Journal of Applied Physics (IOSR-JAP). 6(5): 56-62. 2014. www.iosrjournals.org
X. Zhang, S. Liang, K. Wang, L. Li, and S. Gui, “Analysis of global land surface shortwave broadband albedo from multiple data sources. IEEE J. Special Topics Appl. Earth Observations Remote Sens. 2010.
S. Liang, K. Wang, X. Zhang, and M. Wild, “Review on Estimation of Land Surface Radiation and Energy Budgets from Ground Measurement, Remote Sensing and Model Simulations,” IEEE Journal if Selected Topics in Applied Earth Observations and Remote Sensing. 3(3): 225-240. 2010.
W. G. M. Bastiaanssen, “SEBAL-based sensible and latent heat fluxes in the irrigated Gediz Basin, Turkey.” J. Hydrol., 229, 87–100. 2000.
M. Tasumi, “A review of evaporation research on Japanese lakes.” Proc. ASCE/EWRI World Water and Environmental Resources Congress, ASCE, Reston, Va. 2005.
R. G. Allen, M. Tasumi, and R. Trezza, “Satellite-Based Energy Balance for Mapping Evapotranspiration with Internalized Calibration (METRIC) – Model,” Journal of Irrigation and Drainage Engineering. Pp. 380-394. 2007. https://doi.org/10.1061/Asce0733-94372007133:4380.
W. G. M. Bastiaanssen, M. Menenti, R. A. Feddes, And A. A. M. Holtslag, “A remote sensing surface energy balance algorithm for land (SEBAL) 1. Formulation”. Journal of Hydrology, 212–213, pp. 198–212, 1998.
W. Brutsaert
J. Schulz, G. Vogel, C. Becker, S. Kothe, U. Rummel, and B. Ahrens, “Evaluation of the ground heat flux simulated by a multi-layer land surface scheme using high-quality observations at grass land and bare soil,” Meteorologische Zeitschrift, 25(5): 607–620, 2016.
A. Usman, J. A. Sunday, and L. A. Sunmonu,
W. P. Kustas, and C. S. T. Daughtry
T, Chang, Y. Liou, C. Lin, S. Liu, and Y. Wang, “Evaluation of surface heat fluxes in Chiayi plain of Taiwan by remotely sensed data,” International Journal of Remote Sensing. 31(14): 3885–3898, 2010.
S. Bid, “Change Detection of Vegetation Cover by NDVI Technique on Catchment Area of the Panchet Hill Dam, India,” International Journal of Research in Geography (IJRG), 2(3): 11-20, 2016. https://dx.doi.org/10.20431/2454-8685.0203002.
V. Zuzulova, and J. Vido, J. “Normalized difference vegetation index (NDVI) as a tool for the evaluation of agricultural drought,” Ecocycles, 4(1): 83-87, 2018. https://doi.org/ 10.19040/ecocycles.v4i1.124
Y. Julien, J. A. Sobrino, C. Mattar, A. B. Ruescas, J. C. Nez-Munoz, G. S. Oria, V. Hidalgo, M. Atitar, B. Franch, and J. Cuenca, “Temporal analysis of normalized difference vegetation index (NDVI) and land surface temperature (LST) parameters to detect changes in the Iberian land cover between 1981 and 2001,” International Journal of Remote Sensing, 32(7): 2057–2068, 2011. https://doi.org/10.1080/01431161003762363
U. S. Geological Survey, “NDVI, the Foundation for Remote Sensing Phenology. 2015. Available at: http://phenology.cr.usgs.gov/ndvi_foundation.php
A. C. Floyd, and A. E. Ruth, “Normalized Difference Vegetation Index (NDVI) Assessment of Vegetation Around Oben Gas Flow Station, Edo State, Nigeria,” NIPES Journal of Science and Technology Research, 4(1): 311-321, 2022. Available at: https://nipesjournals.org.ng
H. Khaleghi, H. Farani and M. Ahmadi, “A comparative study of breakup models in diesel fuel spray,” The 25th Annual International Conference on Mechanical Engineering ISME 2017, 2-4 May 2017, Tarbiat Modares University, Tehran, Iran.
A. Rostamijavanani, “Dynamic buckling of cylindrical composite panels under axial compressions and lateral external pressures,” J Fail. Anal. and Preven. 21, 97–106, 2021. https://doi.org/10.1007/s11668-020-01032-3.
S. Sultana, and A. N. V. Satyanarayana, “Impact of Urbanization on Surface Energy Balance Components over Metropolitan Cities of India during 2000–2018 winter seasons,” Research Square, 2021. https://doi.org/10.21203/rs.3.rs-709565/v1
Y. Ma, “Determination of regional surface heat fluxes over heterogeneous landscapes by integrating satellite remote sensing with boundary layer observations, PhD thesis, Wageningen University, Wageningen, The Netherlands, 2006.
Y. Ilhamsyah, “Surface Energy Balance in Jakarta and Neighboring Regions as Simulated Using Fifth Mesoscale Model (MM5),” Aceh Int. J. Sci. Technol., 3(1): 27-36, 2014. https://doi.org/10.13170/AIJST.0301.03
X. Liu, “Surface Energy and Mass Balance Model for Greenland Ice Sheet and Future Projections,” A dissertation submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy (Atmospheric, Oceanic and Space Sciences) in The University of Michigan, 2017.
H. Wang, and J. Ma, “Analysis of Land Surface Energy and Water Cycle Changes in Naqu Region of Qinghai-Tibet Plateau during 2005-2016,” Open Access Library Journal, 8: e7670, 2021. https://doi.org/10.4236/oalib.1107670
Y. Petchprayoon, “Analysis of Climate Change Impacts on the Surface Energy Balance of Lake Huron. (Estimation of Surface Energy Balance Components: Remote Sensing Approach for Water - Atmosphere Parameterizations,” A thesis submitted to the Department of Geography, Faculty of the Graduate School of the University of Colorado in partial fulfilment of the requirement for the degree of Doctor of Philosophy. 2015.
O. Akuoko, “Surface energy balance partitioning in tilled and non-tilled bare soils,” A thesis submitted to the graduate faculty in partial fulfillment of the requirements for the degree of Master of Science, Department of Environmental Science, Iowa State University Ames, Iowa, 2018.
U. Kumar, C, Rashmi, and S. N. Raghuwanshi, “Comparative Evaluation of Simplified Surface Energy Balance Index-Based Actual ET against Lysimeter Data in a Tropical River Basin. Sustainability, 13, 13786, 2021. https://doi.org/10.3390/su132413786
E. E. Small, and S. Kurc, “Simulating summertime rainfall variability in the North American monsoon region: The influence of convection and radiationparameterizations," Journal of Geophysical Research, Vol. 107, NO. D23, 4727, doi:10.1029/2001JD002047. 2001.
R. Hock, and B. Holmgren, “A distributed surface energy-balance model for complex topography and its application to Storglacia¨ren, Sweden. Journal of Glaciology, 51(172): 25-36, 2005.
E. Bäckström, “The surface energy balance and climate in an urban park and its surroundings,” Department of Earth Sciences, Uppsala University Villavägen 16, 752 36 Uppsala, Sweden, 2006. ISSN 1401-5765.
A. Verhoef, J. S. Allen, and R. Lloydc, “Seasonal variation of surface energy balance over two Sahelian surfaces,” International Journal of Climatology. 19: 1267–1277, 1999.
S. P. Arya, “Introduction to Micrometeorology,” (2nd ed). California USA: Academic Press, 2001. Hardcover ISBN: 9780120593545.
E. Nwaokoro, and E. F. Nymphas, “TEMPERATURE VARIATIONS AND SOIL THERMAL PROPERTIES AT THE NIGERIA MESOSCALE EXPERIMENT SITE, IBADAN, NIGERIA,” International Research Journal of Pure and Applied Physics. 7(1): 7-14, 2020.
A. T. Akinseloyin, “Soil Moisture and Temperature Simulation Using the Versatile Soil Moisture Budget Approach,” A Thesis submitted to the Faculty of Graduate studies of the University of Manitoba in partial fulfilment of the requirements for the degree of Master of Science, Department of Soil Science, University of Manitoba, 2015.
P. Pramanik, K. K. Bandyopadhyay, D. Bhaduri, B. Bhaacharyya, and P. Aggarwal, “Effect of mulch on soil thermal regimes - A review. International Journal of Agriculture, Environment and Biotechnology (IJAEB), 8(3): 645-658, 2015. https://doi.org./10.5958/2230-732X.2015.00072.8.
T. Adak, S. Gopalkumar, P. K. Srivastava, and N. V. K. Chakvawarty, “Seasonal changes in Soil Temperature within Mustard Crop Stand,” Journal of Agro Meteorology. 13: 72-74, 2011.