返回Google圖書搜尋

A Generalized Additive Mixed Effects Modeling (GAMM) Approach to Short-term River Temperature Forecasting for the Fraser River, British Columbia

其他書名	Model Evaluation and Implications for Salmon Fishery Management
出版	Simon Fraser University, 2016
URL	http://books.google.com.hk/books?id=7_01ywEACAAJ&hl=&source=gbs_api

註釋Climate change is increasing the frequency and intensity of extreme lethal and sub-lethal temperature events in Canada's salmon-producing rivers. As a result, some salmon populations are increasingly vulnerable to in-river mortality during spawning migrations, making escapement and harvest objectives difficult to achieve. Harvest adjustments associated with river temperature forecasting are currently made on a limited basis to address temperature-related en route mortality of sockeye salmon in the Lower Fraser River in British Columbia; however, these forecast models are complex, data intensive, location specific, and costly to develop and operate. Here, I develop a Generalized Additive Mixed Modelling (GAMM) approach to provide broader spatial coverage, more flexible, and cost effective implementation of river temperature forecasting for use in in-season harvest management.