Study on Spatio-Temporal Changes in River Dynamics and Land Cover along the Seti River Floodplain, Kaski, Nepal

Authors

  • Bikash Adhikari Department of Environmental Science and Engineering, Kathmandu University, Nepal Author
  • Aastha Singh Bhandari Department of Environmental Science and Engineering, Kathmandu University, Nepal Author
  • Ram Chandra Tiwari Department of Civil Engineering, Institute of Engineering, Pulchowk Campus, Tribhuvan University, Lalitpur, Nepal Author
  • Aanchal Tiwari Department of Civil Engineering, Institute of Engineering, Pulchowk Campus, Tribhuvan University, Lalitpur, Nepal Author

DOI:

https://doi.org/10.64862/ajeg.2025.202.03.269

Keywords:

Land use and land cover change (LULC), Seti floodplain, Remote sensing and GIS, Bankline shift, Spatio-temporal changes

Abstract

In a geographically diverse country like Nepal, changes in river dynamics and land use/land cover are common phenomena. Kaski District, located in the hilly region of central Nepal, exhibits significant variations in river morphology and landform characteristics over time. This study analyzes the decadal changes in river dynamics and land cover along the Seti floodplain from 1989 to 2017 using Geographic Information System (GIS) and Remote Sensing (RS) techniques. Landsat images from four decades were used, followed by radiometric correction, reclassification, and combination for analysis. River dynamics were evaluated through parameters such as sinuosity and bankline shift, while land cover classification employed unsupervised segmentation and indices-based methods. Six land cover categories were identified: water body, built-up area, barren land, agriculture and grassland, shrub and forest, and snow and glacier. The Seti River showed a decreasing trend in sinuosity, with the highest value in 1989 and the lowest in 2017. The maximum bank shift of 42.7 m occurred in the mid-right bank between 1999 and 2009, while the minimum shift of 6.7 m was observed in the upper right bank between 1989 and 1999. Water body area increased from 7.60 km² in 1989 to 8.34 km² in 2017, and built-up area expanded from 32.44 km² to 80.98 km². Barren land decreased from 353.80 km² to 332.07 km², while agriculture and grassland increased from 251.21 km² to 320.15 km². Shrub and forest areas declined from 984.75 km² to 889.05 km², whereas snow and glacier cover increased from 458.05 km² to 477.55 km².

References

AEPC. (2017). Alternative Energy Promotion Centre. Available at: http://aepc.gov.np/

Barnsley, M. (1999). Digital remotely-sensed data and their characteristics. In Geographical Information Systems (Vol. 1, pp. 451–466). Available at: https://www.geos.ed.ac.uk/~gisteac/gis_book_abridged/files/ch32.pdf

Deng, J. S., Wang, K., Hong, Y., and Qi, J. G. (2009). Spatio-temporal dynamics and evolution of land use change and landscape pattern in response to rapid urbanization. Landscape and Urban Planning, 92(3), 187–198. https://doi.org/10.1016/j.landurbplan.2009.05.001

Dufour, S., Rinaldi, M., Piégay, H., and Michalon, A. (2015). How do river dynamics and human influences affect the landscape pattern of fluvial corridors? Lessons from the Magra River, Central-Northern Italy. Landscape and Urban Planning, 134, 107–118. https://doi.org/10.1016/j.landurbplan.2014.10.007

Ebisemiju, F. S. (1994). The sinuosity of alluvial river channels in the seasonally wet tropical environment: Case study of River Elemi, southwestern Nigeria. Catena, 21(1), 13–25. https://doi.org/10.1016/0341-8162(94)90028-0

Govaerts, B., and Verhulst, N. (2010). The normalized difference vegetation index (NDVI) GreenSeeker™ handheld sensor: Toward the integrated evaluation of crop management. Part A—Concepts and case studies. Available at: https://www.nue.okstate.edu/GreenSeeker/NDVI-PartA-mayo.pdf

Hassan, Z., Shabbir, R., Ahmad, S. S., Malik, A. H., Aziz, N., Butt, A., and Erum, S. (2016). Dynamics of land use and land cover change (LULCC) using geospatial techniques: A case study of Islamabad, Pakistan. SpringerPlus, 5(1), 1–11. Available at: https://link.springer.com/article/10.1186/s40064-016-2414-z

Hazarika, N., Das, A. K., and Borah, S. B. (2015). Assessing land-use changes driven by river dynamics in chronically flood-affected Upper Brahmaputra plains, India, using RS-GIS techniques. The Egyptian Journal of Remote Sensing and Space Science, 18(1), 107–118. https://doi.org/10.1016/j.ejrs.2015.02.001

HIMALDOC. (2017). Retrieved September 3, 2017, from http://lib.icimod.org/Kalliola, R., & Puhakka, M. (1988). River dynamics and vegetation mosaicism: A case study of the River Kamajohka, northernmost Finland. Journal of Biogeography, 703–719. https://doi.org/10.2307/2845334

Klöcking, B., and Haberlandt, U. (2002). Impact of land use changes on water dynamics: A case study in temperate meso- and macroscale river basins. Physics and Chemistry of the Earth, Parts A/B/C, 27(9), 619–629. https://doi.org/10.1016/S1474-7065(02)00046-3

Lambin, E. F., Geist, H. J., and Lepers, E. (2003). Dynamics of land-use and land-cover change in tropical regions. Annual Review of Environment and Resources, 28(1), 205–241. https://doi.org/10.1146/annurev.energy.28.050302.105459

Matheussen, B., Kirschbaum, R. L., Goodman, I. A., O'Donnell, G. M., and Lettenmaier, D. P. (2000). Effects of land cover change on streamflow in the interior Columbia River Basin (USA and Canada). Hydrological Processes, 14(5), 867–885. https://doi.org/10.1002/(SICI)1099-1085(20000415)14:5%3C867::AID-HYP975%3E3.0.CO;2-5

McFeeters, S. K. (1996). The use of the Normalized Difference Water Index (NDWI) in the delineation of open water features. International Journal of Remote Sensing, 17(7), 1425–1432. https://doi.org/10.1080/01431169608948714

Mohan, M., Pathan, S. K., Narendrareddy, K., Kandya, A., and Pandey, S. (2011). Dynamics of urbanization and its impact on land-use/land-cover: A case study of megacity Delhi. Journal of Environmental Protection, 2(9), 1274–1283. https://doi.org/10.4236/jep.2011.29147

Riggs, G. A., Hall, D. K., and Salomonson, V. V. (1994). A snow index for the Landsat thematic mapper and Moderate Resolution Imaging Spectroradiometer. In Geoscience and Remote Sensing Symposium, 1994. IGARSS '94. Surface and Atmospheric Remote Sensing: Technologies, Data Analysis and Interpretation (Vol. 4, pp. 1942–1944). https://doi.org/10.1109/IGARSS.1994.399618 Shrestha, P. (2010). Climate change impact on river dynamics of the Bagmati Basin, Kathmandu, Nepal. Report submitted to the National Adaptation Programme of Action (NAPA) to Climate Change Project, Government of Nepal.

Smith, C. E. (1998). Modeling high sinuosity meanders in a small flume. Geomorphology, 25(1), 19–30. https://doi.org/10.1016/S0169-555X(98)00029-4

Walker, R., and Homma, A. K. O. (1996). Land use and land cover dynamics in the Brazilian Amazon: An overview. Ecological Economics, 18(1), 67–80. https://doi.org/10.1016/0921-8009(96)00033-X

Wang, J., Rich, P. M., Price, K. P., and Kettle, W. D. (2005). Relations between NDVI, grassland production, and crop yield in the central Great Plains. Geocarto International, 20(3), 5–11. https://doi.org/10.1080/10106040508542350

Wu, W. (2010). Computational river dynamics. CRC Press. 509p.

Xiao, J., Shen, Y., Ge, J., Tateishi, R., Tang, C., Liang, Y., and Huang, Z. (2006). Evaluating urban expansion and land use change in Shijiazhuang, China, by using GIS and remote sensing. Landscape and Urban Planning, 75(1), 69–80. https://doi.org/10.1016/j.landurbplan.2004.12.005

Yang, A. Y., Wright, J., Ma, Y., and Sastry, S. S. (2008). Unsupervised segmentation of natural images via lossy data compression. Computer Vision and Image Understanding, 110(2), 212–225. Available at: https://people.eecs.berkeley.edu/~sastry/pubs/Pdfs%20of%202008/YangUnsupervised2008.pdf

Zewdu, S., Suryabhagavan, K. V., and Balakrishnan, M. (2016). Land-use/land-cover dynamics in Sego Irrigation Farm, southern Ethiopia: A comparison of temporal soil salinization using geospatial tools. Journal of the Saudi Society of Agricultural Sciences, 15(1), 91–97. https://doi.org/10.1016/j.jssas.2014.03.001

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Published

2025-12-30

How to Cite

Study on Spatio-Temporal Changes in River Dynamics and Land Cover along the Seti River Floodplain, Kaski, Nepal. (2025). Asian Journal of Engineering Geology, 2(2), 19-28. https://doi.org/10.64862/ajeg.2025.202.03.269

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