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Validation and Comparison of a Model of the Effect of Sea-Level Rise on Coastal Wetlands

机译:海平面上升对沿海湿地影响模型的验证与比较

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摘要

Models are used to project coastal wetland distribution under future sea-level rise scenarios to assist decision-making. Model validation and comparison was used to investigate error and uncertainty in the Sea Level Affecting Marshes Model, a readily available model with minimal validation, particularly for wetlands beyond North America. Accurate parameterisation is required to improve the performance of the model, and indeed any spatial model. Consideration of tidal attenuation further enhances model performance, particularly for coastal wetlands located within estuaries along wave-dominated coastlines. The model does not simulate vegetation changes that are known to occur, particularly when sedimentation exceeds rates of sea-level rise resulting in shoreline progradation. Model performance was reasonable over decadal timescales, decreasing as the time-scale of retrospection increased due to compounding of errors. Comparison with other deterministic models showed reasonable agreement by 2100. However, given the uncertainty of the future and the unpredictable nature of coastal wetlands, it is difficult to ascertain which model could be realistic enough to meet its intended purpose. Model validation and comparison are useful for assessing model efficacy and parameterisation, and should be applied before application of any spatially explicit model of coastal wetland response to sea-level rise.
机译:模型用于预测未来海平面上升情景下的沿海湿地分布,以帮助决策。模型验证和比较用于调查海平面影响沼泽模型中的误差和不确定性,这是一种易于获得的模型,其验证最少,尤其是针对北美以外的湿地。需要精确的参数设置来改善模型以及实际上任何空间模型的性能。潮汐衰减的考虑进一步增强了模型的性能,特别是对于沿波浪为主的海岸线位于河口内的沿海湿地。该模型不模拟已知发生的植被变化,尤其是在沉积超过海平面上升速度导致海岸线恶化时。在十年时间尺度上,模型性能是合理的,由于回溯的时间尺度由于误差的复合而增加,因此模型性能下降。到2100年,与其他确定性模型的比较显示出合理的一致性。但是,鉴于未来的不确定性和沿海湿地的不可预测性,很难确定哪种模型可以满足其预期目的。模型验证和比较对于评估模型的有效性和参数化很有用,并且应该在应用任何空间明确的沿海湿地对海平面上升反应的模型之前应用。

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