Long-term changes of surface total alkalinity and its driving mechanisms in the Northern Indian Ocean from 1993-01-01 to 2020-12-31 (NCEI Accession 0307789)
收藏NOAA National Centers for Environmental Information2025-01-01 更新2026-04-23 收录
下载链接：
https://www.ncei.noaa.gov/archive/accession/0307789
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资源简介：
This product is a result of the use of a decision tree-based advanced machine learning algorithm (XGB) combined with an ensemble approach to predict the surface total alkalinity (TA) of the North Indian Ocean (NIO) (Longitude: 50E-100E, Latitude: 0-26N) using ship-based observations collected from different sources for the period 1978-2019 and a reanalysis data product. The ensemble approach enables the development of the best high-resolution (1/12°) surface TA estimates (INCOIS_TA) with an uncertainty map. This data has a monthly frequency and ranges from 1993 to 2020.
提供机构：
CSIR‐National Institute of Oceanography; MoES-Indian National Centre for Ocean Information Services; Regional Remote Sensing Centre‐East, National Remote Sensing Centre
创建时间：
2025-01-01
