Classification of Geomorphic Units and Their Relevance for Nutrient Retention or Export of a Large Lowland Padma River, Bangladesh

A NDVI Based Approach

Journal Article (2022)
Author(s)

Md Ataul Gani (Jagannath University, IHE Delft Institute for Water Education, Wageningen University & Research)

Johannes Van Der Kwast (IHE Delft Institute for Water Education)

M.E. McClain (TU Delft - Water Resources, IHE Delft Institute for Water Education)

Gretchen M. Gettel (IHE Delft Institute for Water Education)

Kenneth Irvine (IHE Delft Institute for Water Education, Wageningen University & Research)

Research Group
Water Resources
Copyright
© 2022 Md Ataul Gani, Johannes van der Kwast, M.E. McClain, Gretchen Gettel, Kenneth Irvine
DOI related publication
https://doi.org/10.3390/rs14061481
More Info
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Publication Year
2022
Language
English
Copyright
© 2022 Md Ataul Gani, Johannes van der Kwast, M.E. McClain, Gretchen Gettel, Kenneth Irvine
Research Group
Water Resources
Issue number
6
Volume number
14
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Abstract

Geomorphic classification of large rivers identifies morphological patterns, as a foundation for estimating biogeochemical and ecological processes. In order to support the modelling of in-channel nutrient retention or export, the classification of geomorphic units (GUs) was done in the Padma River, Bangladesh, a large and geomorphically-complex lowland river. GUs were classified using the normalized difference vegetation index (NDVI) four times over a year, so as to cover the seasonal variation of water flows. GUs were categorized as primary and secondary channels (C & S); longitudinal bar (L); transverse bar (T); side bar (SB); unvegetated bank (EK); dry channel (ED); island (VI); and water depression (WD). All types of GUs were observed over the four distinct annual seasons, except ED, which was absent during the high flow, monsoon season. Seasonal variation of the surface area of GUs and discharge showed an inverse relation between discharge and exposed surface areas of VI, L, T, and SB. Nutrients mainly enter the river system through water and sediments, and during monsoon, the maximum portion of emergent GUs were submerged. Based on the assumption that nutrient retention is enhanced in the seasonally inundated portions of GUs, nutrient retention-/export-relevant geomorphic units (NREGUs) were identified. Seasonal variation in the area of NREGUs was similar to that of GUs. The mean NDVI values of the main identified NREGUs were different. The variation of NDVI values among seasons in these NREGUs resulted from changes of vegetation cover and type. The variation also occurred due to alteration of the surface area of GUs in different seasons. The changes of vegetation cover indicated by NDVI values across seasons are likely important drivers for biogeochemical and ecological processes.