Modeling Sediment Yield in Land Surface and Earth System Models: Model Comparison, Development, and Evaluation. (6th September 2018)

• Record Type: Journal Article
• Authors: Tan, Zeli; Leung, L. Ruby; Li, Hong‐Yi; Tesfa, Teklu
• Is Part Of: Journal of advances in modeling earth systems. Volume 10:Number 9(2018)
• Page Start: 2192
• Page End: 2213
• Publication Date: 2018-09-06
• Subjects: sediment yield -- Earth system modeling -- soil erosion -- model comparison -- catchment scale -- fine temporal scale; Geological modeling -- Periodicals; Climatology -- Periodicals; Geochemical modeling -- Periodicals; 551.5011
• DOI: 10.1029/2017MS001270
• Languages: English
• ISSNs: 1942-2466

Abstract

Abstract: Sediment yield (SY) plays an important role in the global carbon cycle for carrying particulate carbon into rivers and oceans, but it is rarely represented in Earth system models (ESMs). Existing SY models have mostly been tested over a few small catchments in specific regions or in large river basins globally. By comparing the performance of eight well‐known SY models in 454 small catchments with various land covers and uses across the United States, Canada, Puerto Rico, U.S. Virgin Islands, and Guam, we identified the simple Morgan model for its better performance in representing the spatial variability of continental scale SY at spatial scales relevant to ESMs (several to hundreds of square kilometers) than other models because of a more realistic representation of runoff‐driven erosion and sediment transport capacity in the context of current data availability. The results also indicated that runoff‐driven erosion should be formulated using a power function of runoff, shear stress, or stream power to better represent the total effect of concentrated flow if gully erosion and channel erosion are not explicitly modeled. We also demonstrated that the Morgan model can be further improved by removing snowmelt‐driven runoff in modeling runoff‐driven erosion and to a minor degree by integrating a landslide model. The improved Morgan model explains 57% of the spatial variability of the measured SY. The new model also demonstrated the capability to simulate SY in cross‐validation catchments at fine temporal scales, which is important for coupling SY with other biogeochemistry processes in ESMs. Plain Language Summary: Sediment yield plays an important role in the global carbon cycle for delivering carbon from land to rivers and oceans. However, this process is rarely represented in Earth system models. Using numerical experiments in model comparison, development, and evaluation in tens of catchments of various conditions across the United States, Canada, Puerto Rico, U.S. Virgin Islands, and Guam, we found that with some improvements, the simple Morgan sediment yield model can be used in Earth system models to simulate the spatial and temporal variations of sediment yield at large spatial scales. Importantly, this work can help scientists better understand the carbon mobilization related to sediment at large spatial scales and how it may change in the future. Key Points: Comparison of eight well‐known sediment yield (SY) models shows that the Morgan model best represents the continental SY across 454 catchments The Morgan model is further improved by ignoring snowmelt‐driven runoff in the runoff‐driven erosion and integrating with a landslide model The improved Morgan model explains 57% of the spatial variability of observed mean annual SY and has capabilities to simulate daily SY