Remote sensing of broad-scale controls on large river anabranching

Bo Wang*, Laurence C. Smith, Xiao Yang, Tamlin M. Pavelsky, Elizabeth H. Altenau, Colin J. Gleason, Alain Pietroniro, Ernesto Rodriguez, Paul D. Bates

*Corresponding author for this work

Research output: Contribution to journalArticle (Academic Journal)peer-review

8 Citations (Scopus)

Abstract

Highlights

Landsat images capture detailed river anabranching in the 20 world's large rivers.

∼49% of studied large-river mainstems are anabranching.

Low water surface slopes and wide floodplains are main factors for anabranching.

Substrate lithology, permafrost, and upland sedimentation are contributing factors.


Abstract

River patterns reflect complex geomorphological processes and affect ecosystems and human development along floodplains. Physical controls on anabranching development have been studied primarily at local scales on relatively small rivers (i.e., discharge <1000 m3 s−1). However, there has been little systematic quantification of river anabranching (development of stable multiple channels) for large rivers globally. Here, we use remote sensing, cloud computing, and geospatial analysis to explore the importance of water surface slope, floodplain topography, sediment supply, substrate lithology, and permafrost to anabranching throughout 20 of the world's largest river basins. We use Landsat-derived surface water extent to compute an anabranching index (Ai) for ∼1 M km of river reaches, and compare it with global datasets of water surface slope, available floodplain extent, substrate lithology, and permafrost. We find that ∼49 ± 19% of large-river mainstems are anabranching, ranging from at least ∼17% (Mekong) to as much as ∼84% (Ob’). At the basin scale, anabranching channels comprise at least ∼17% (Yenisey) to as much as ∼55% (Kolyma) of all Landsat-observable river reaches, with a mean global value of 35 ± 11%. Anabranching channel patterns are most commonly associated with low water surface slope (normalized slope < 0.2; absolute slope < 0.2 m km−1) accompanying wide floodplains (normalized floodplain width > 0.6; absolute width > 42 km). Cross-sectionally averaged channel width increases in the most intensely anabranching reaches, suggesting net sediment storage due to reduced stream power. Unconsolidated sedimentary substrates promote both the prevalence and intensity of anabranching, whereas the presence of permafrost enhances intensity only. Overall, our results identify pervasive channel anabranching and some important control mechanisms throughout the world's large river basins, with strong implications for satellite-based discharge retrievals. We conclude that global analyses afforded by remote sensing and cloud computing offer additional, complementary approaches to traditional field-based approaches for understanding large river geomorphic processes and channel forms.
Original languageEnglish
Article number113243
Number of pages12
JournalRemote Sensing of Environment
Volume281
Early online date9 Sept 2022
DOIs
Publication statusPublished - 1 Nov 2022

Bibliographical note

Funding Information:
This research was funded by the NASA Surface Water and Ocean Topography mission (grant # 80NSSC20K1144S ), managed by Dr. Nadya Vinogradova-Shiffer. The authors thank the four anonymous reviewers for their time and constructive comments.

Publisher Copyright:
© 2022 Elsevier Inc.

Keywords

  • Anabranching river
  • Avulsion
  • Large river
  • Remote sensing application
  • SWOT

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