A Modified Interpolation Method for Surface Total Nitrogen in the Bohai Sea-Reference-Cited by-同舟云学术

A Modified Interpolation Method for Surface Total Nitrogen in the Bohai Sea

Published:2016-07 Issue:7 Volume:33 Page:1509-1517
ISSN:0739-0572
Container-title:Journal of Atmospheric and Oceanic Technology
language:
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Author:

Liu Yongzhi¹,Yu Jie²,Shen Youli³,Lv Xianqing¹

Affiliation:

1. Physical Oceanography Laboratory, Ocean University of China, Qingdao, China

2. Physical Oceanography Laboratory, Ocean University of China, Qingdao, and Guangdong Province Key Laboratory for Coastal Ocean Variation and Disaster Prediction Technologies, College of Ocean and Meteorology, Guangdong Ocean University, Guangzhou, China

3. Physical Oceanography Laboratory, Ocean University of China, Qingdao, and Beihai Marine Environmental Monitoring Center Station, State Oceanic Administration, BeiHai, China

Abstract

AbstractA modified Cressman interpolation method (MCIM) is presented for the routine monitoring data of total nitrogen (TN) in the Bohai Sea to reduce interpolation errors by decreasing the influence radius and introducing background value. In twin experiments, two prescribed distributions are successfully estimated by MCIM with lower interpolation errors than the traditional Cressman interpolation method (TCIM) and the kriging method. In practical experiments, cross validation is applied to evaluate the interpolation results for four quarters in 2009 and 2010. Practical experimental results show that the interpolation results obtained with MCIM are greatly improved and can describe the spatial distribution characteristics of TN in the Bohai Sea with lower mean absolute error than the kriging method.

Publisher

American Meteorological Society

Subject

Atmospheric Science,Ocean Engineering

Link

http://journals.ametsoc.org/jtech/article-pdf/33/7/1509/3392085/jtech-d-15-0250_1.pdf

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