JGIS  Vol.11 No.2 , April 2019
Accuracy Assessment of Alos W3d30, Aster Gdem and Srtm30 Dem: A Case Study of Nigeria, West Africa
ABSTRACT
Digital Elevation Models (DEMs) depict the configuration of the earth surface and are being applied in many areas in earth and environmental sciences. In this study, the accuracy of the Advanced Land Observing Satellite World 3D Digital Surface Model version 2.1 (ALOS W3D30), the Shuttle Radar Topography Mission Digital Elevation Model version 3.0 (SRTM30) and the Advanced Space borne Thermal Emission and Reflection Radiometer Global DEM version 2.0 (ASTER GDEM2) was statistically assessed using high accuracy GPS survey data. Root-Mean-Square errors of ~5.40 m, ~7.47 m and ~20.03 m were obtained for ALOS W3D30, SRTM30 and ASTER GDEM2 respectively. In further analyses, we discovered that ALOS W3D30 and SRTM30 were much more accurate in regions where the height intervals were within 201 m - 400 m and >801 m. ALOS W3D30 proved to be the most accurate DEM that best represents the topography of the earth’s surface and could be used for some earth and environmental applications in Nigeria. We recommend that this study should serve as a guide in the use of any of these DEMs for earth and environmental applications in Nigeria.
Cite this paper
Apeh, O. , Uzodinma, V. , Ebinne, E. , Moka, E. and Onah, E. (2019) Accuracy Assessment of Alos W3d30, Aster Gdem and Srtm30 Dem: A Case Study of Nigeria, West Africa. Journal of Geographic Information System, 11, 111-123. doi: 10.4236/jgis.2019.112009.
References
[1]   Tarekegn, T.H. and Sayama, T. (2013) Correction of SRTM DEM Artefacts by Fourier Transform for Flood Inundation Modeling. Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering), 69, I_193-I_198.

[2]   Kellndorfer, J., Walker, W., Pierce, L., Dobson, C., Fites, J.A., Hunsaker, C. and Clutter, M. (2004) Vegetation Height Estimation from Shuttle Radar Topography Mission and National Elevation Datasets. Remote Sensing of Environment, 93, 339-358.
https://doi.org/10.1016/j.rse.2004.07.017

[3]   O’Loughlin, F.E., Paiva, R.C.D., Durand, M., Alsdorf, D.E. and Bates, P.D. (2016) A Multi-Sensor Approach towards a Global Vegetation Corrected SRTM DEM Product. Remote Sensing of Environment, 182, 49-59.
https://doi.org/10.1016/j.rse.2016.04.018

[4]   Hamylton, S.M. (2017) Mapping Coral Reef Environments: A Review of Historical Methods, Recent Advances and Future Opportunities. Progress in Physical Geography, 41, 803-833.
https://doi.org/10.1177/0309133317744998

[5]   Arabelos, D. (2000). Intercomparisons of the Global DTMs ETOPO5, TerrainBase and JGP95E. Physics and Chemistry of the Earth, Part A: Solid Earth and Geodesy, 25, 89-93.
http://www.sciencedirect.com/science/article/pii/S1464189500000156
https://doi.org/10.1016/S1464-1895(00)00015-6


[6]   Berthier, E., Arnaud, Y., Vincent, C. and Remy, F. (2006) Biases of SRTM in High-Mountain Areas: Implications for the Monitoring of Glacier Volume Changes. Geophysical Research Letters, 33.
https://doi.org/10.1029/2006GL025862

[7]   Fox, M., Dorrell, B. and Haskell, L. (2008) Got Mountains? Challenges of Modeling SRTM and Other Terrain Data to Suit Aviation Applications. Proceedings of Esri 28th Annual International User Conference, San Diego, California.

[8]   Thomas, C.D., Cameron, A., Green, R.E., Bakkenes, M., Beaumont, L.J., Collingham, Y.C., Erasmus, B.F.N., de Siqueira, M.F., Grainger, A., Hannah, L., Hughes, L., Huntley, B., van Jaarsveld, A.S., Midgley, G.F., Miles, L., Ortega-Huerta, M.A., Townsend Peterson, A., Phillips, O.L. and Williams, S.E. (2004) Extinction Risk from Climate Change. Nature, 427, 145-148.
https://doi.org/10.1038/nature02121

[9]   Erasmi, S., Rosenbauer, R., Buchbach, R., Busche, T. and Rutishauser, S. (2014) Evaluating the Quality and Accuracy of TanDEM-X Digital Elevation Models at Archaeological Sites in the Cilician Plain, Turkey. Remote Sensing, 6, 9475-9493.
https://doi.org/10.3390/rs6109475

[10]   Pope, A., Murray, T. and Luckman, A. (2007) DEM Quality Assessment for Quantification of Glacier Surface Change. Annals of Glaciology, 46, 189-194.
https://doi.org/10.3189/172756407782871792

[11]   Sarmiento, C.J.S., Gonzalez, R.M. and Castro, P.P.M. (2012) Reservoir Inflow Estimation Using Remote Sensing, GIS and Geosimulation. Journal of Earth Science and Engineering, 2, 472-487.

[12]   Florinsky, I.V. (2016) Digital Terrain Analysis in Soil Science and Geology. 2nd Edition, Academic Press, Amsterdam.

[13]   Hancock, G.R., Martinez, C., Evans, K.G. and Moliere, D.R. (2006) A Comparison of SRTM and High-Resolution Digital Elevation Models and Their Use in Catchment Geomorphology and Hydrology: Australian Examples. Earth Surface Processes and Landforms, 31, 1394-1412.
https://doi.org/10.1002/esp.1335

[14]   Du, X., Guo, H., Fan, X., Zhu, J., Yan, Z. and Zhan, Q. (2015) Vertical Accuracy Assessment of Freely Available Digital Elevation Models over Low-Lying Coastal Plains. International Journal of Digital Earth, 9, 252-271.
https://doi.org/10.1080/17538947.2015.1026853

[15]   Yap, L., Kandé, L.H., Nouayou, R., Kamguia, J., Ngouh, N.A. and Makuate, M.B. (2018) Vertical Accuracy Evaluation of Freely Available Latest High-Resolution (30 m) Global Digital Elevation Models over Cameroon (Central Africa) with GPS/Leveling Ground Control Points. International Journal of Digital Earth, 1-25.
https://doi.org/10.1080/17538947.2018.1458163

[16]   Hirt, C., Filmer, M.S. and Featherstone, W.E. (2010) Comparison and Validation of the Recent Freely Available ASTER-GDEM ver1, SRTM ver4. 1 and GEODATA DEM-9S ver3 Digital Elevation Models over Australia. Australian Journal of Earth Sciences, 57, 337-347.
https://doi.org/10.1080/08120091003677553

[17]   Varga, M. and Basic, T. (2015) Accuracy Validation and Comparison of Global Digital Elevation Models over Croatia. International Journal of Remote Sensing, 36, 170-189.
https://doi.org/10.1080/01431161.2014.994720

[18]   Santillan, J.R. and Makinano-Santillan, M. (2016) Vertical Accuracy Assessment of 30-m Resolution ALOS, ASTER, and SRTM Global DEMs over Northeastern Mindanao, Philippines. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLI-B4, 149-156.
https://doi.org/10.5194/isprsarchives-XLI-B4-149-2016

[19]   Habib, A., Akdim, N., Labbassi, K., Khoshelham, K. and Menenti, M. (2017) Extraction and Accuracy Assessment of High-Resolution DEM and Derived Orthoimages from ALOS-PRISM Data over Sahel-Doukkala (Morocco). Earth Science Informatics, 10, 197-217.
https://doi.org/10.1007/s12145-017-0287-5

[20]   Purinton, B. and Bookhagen, B. (2017) Validation of Digital Elevation Models (DEMs) and Comparison of Geomorphic Metrics on the Southern Central Andean Plateau. Earth Surface Dynamics, 5, 211-237.
https://doi.org/10.5194/esurf-5-211-2017

[21]   Yamazaki, D., Ikeshima, D., Tawatari, R., Yamaguchi, T., O’Loughlin, F., Neal, J.C., Sampson, C.C., Kanae, S. and Bates, P.D. (2017) A High-Accuracy Map of Global Terrain Elevations. Geophysical Research Letters, 44, 5844-5853.
https://doi.org/10.1002/2017GL072874

[22]   Florinsky, I.V., Skrypitsyna, T.N. and Luschikova, O.S. (2018) Comparative Accuracy of the AW3D30 DSM, ASTER GDEM, and SRTM1 DEM: A Case Study on the Zaoksky Testing Ground, Central European Russia. Remote Sensing Letters, 9, 706-714.
https://doi.org/10.1080/2150704X.2018.1468098

[23]   Dawod, G. and Al-Ghamdi, K. (2017) Reliability of Recent Global Digital Elevation Models for Geomatics Applications in Egypt and Saudi Arabia. Journal of Geographic Information System, 9, 685-698.
https://doi.org/10.4236/jgis.2017.96043

[24]   Elkhrachy, I. (2017) Vertical Accuracy Assessment for SRTM and ASTER Digital Elevation Models: A Case Study of Najran City, Saudi Arabia. Ain Shams Engineering Journal, 9, 1807-1817.

[25]   JAXA (2017) ALOS Global Digital Surface Model “ALOS World 3D-30 m (AW3D30)”. JAXA, Tsukuba.
http://www.eorc.jaxa.jp/ALOS/en/aw3d30/

[26]   USGS (2015) Earth Explorer. USGS, Earth Resources Observation and Science Center, Sioux Fall, SD.
http://earthexplorer.usgs.gov

[27]   Tadono, T., Nagai, H., Ishida, H., Oda, F., Naito, S., Minakawa, K. and Iwamoto, H. (2016) Generation of the 30 m-Mesh Global Digital Surface Model by ALOS PRISM. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLI-B4, 157-162.
https://doi.org/10.5194/isprsarchives-XLI-B4-157-2016

[28]   Takaku, J., Tadono, T., Tsutsui, K. and Ichikawa, M. (2016) Validation of “AW3D” Global DSM Generated from ALOS PRISM. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, III-4, 25-31.
https://doi.org/10.5194/isprsannals-III-4-25-2016

[29]   Tachikawa, T., Kaku, M., Iwasaki, A., Gesch, D.B., Oimoen, M.J., Zhang, Z., Danielson, J.J., Krieger, T., Curtis, B., Haase, J., et al. (2011) ASTER Global Digital Elevation Model Version 2—Summary of Validation Results. Tech. Rep., NASA.

[30]   Farr, T.G., Rosen, P.A., Caro, E., Crippen, R., Duren, R., Hensley, S., Kobrick, M., Paller, M., Rodriguez, E., Roth, L., Seal, D., Shaffer, S., Shimada, J., Umland, J., Werner, M., Oskin, M., Burbank, D. and Alsdorf, D. (2007) The Shuttle Radar Topography Mission. Review of Geophysics, 45, RG2004.
https://doi.org/10.1029/2005RG000183

[31]   Lemoine, F.G., Kenyon, S.C., Factor, J.K., Trimmer, R.G., Pavlis, N.K., Chinn, D. S., et al. (1998) The Development of the Joint NASA GSFC and the National Imagery and Mapping Agency (NIMA) Geopotential Model EGM96.

[32]   Smith, M.W. and Vericat, D. (2015) From Experimental Plots to Experimental Landscapes: Topography, Erosion and Deposition in Sub-Humid Badlands from Structure-from-Motion Photogrammetry. Earth Surface: Processes and Landforms, 40, 1656-1671.
https://doi.org/10.1002/esp.3747

[33]   Gesch, D.B., Oimoen, M.J., Danielson, J.J. and Meyer, D. (2016) Validation of the ASTER Global Digital Elevation Model Version 3 over the Conterminous United States. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLI-B4, 143-148.
https://pubs.er.usgs.gov/publication/70175051
https://doi.org/10.5194/isprsarchives-XLI-B4-143-2016

[34]   Satge, F., Denezine, M., Pillco, R., Timouk, F., Pinel, S., Molina, J., Garnier, J., Seyler, F. and Bonnet, M.-P. (2016) Absolute and Relative Height-Pixel Accuracy of SRTM-GL1 over the South American Andean Plateau. ISPRS Journal of Photogrammetry and Remote Sensing, 121, 157-166.
https://www.sciencedirect.com/science/article/pii/S092427161630346X
https://doi.org/10.1016/j.isprsjprs.2016.09.003


[35]   Grohmann, C.H. (2018) Evaluation of TanDEM-X DEMs on Selected Brazilian sites: Comparison with SRTM, ASTER GDEM and ALOS AW3D30. Remote Sensing of Environment, 212, 121-133.
https://doi.org/10.1016/j.rse.2018.04.043

[36]   Congalton, R.G. and Green, K. (2008) Assessing the Accuracy of Remotely Sensed Data: Principles and Practices, Second Edition (Mapping Science). CRC Press, Boca Raton.

 
 
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