Hong Kong Water Quality and Climatological data - combined interpolated (1997-2016, monthly)
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https://ieee-dataport.org/open-access/hong-kong-water-quality-and-climatological-data-combined-interpolated-1997-2016-monthly
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资源简介:
The raw data are collected from the websites of EPD (Environmental Protection Department, Hong Kong) and HKO (Hong Kong Observatory). Marine water quality data is provided by EPD and climatological data is provided by HKO. The data is interpolated by SAS “proc expand” and aligned to the beginning of each month.nbsp;The raw data used to produce this dataset are extracted from the following URL.1)nbsp;nbsp;nbsp;nbsp;nbsp; Hong Kong Environmental Protection Department: Marine Water Quality Datanbsp;nbsp;http://epic.epd.gov.hk/EPICRIVER/marine/?lang=ennbsp;2)nbsp;nbsp;nbsp;nbsp;nbsp; Hong Kong Observatorynbsp;nbsp;http://www.hko.gov.hk/en/cis/climat.htmnbsp;This dataset has been used to produce the following papers:1) Carlin C.F. Chu and P.K. Chan, “Feature selection using approximated high-order interaction components of the Shapley value for boosted tree classifier”. IEEE Access2) Carlin C.F. Chu, S.C. Yuen and Y.K. Wong, “Deep neural network for marine water quality classification with the consideration of coastal current circulation effect”. IEEE International Conference on Intelligent Sustainable Systems (ICISS), 7-8 Dec 2017.nbsp;3) P.K. Chan, Carlin C.F. Chu, H.Y. Lam and Y.K. Wong, “Empirical Mode Decomposition of Water Quality data for Random Forest Algorithm and Deep Neural Network”. 2018 Hong Kong International Conference on Engineering and Applied Science, 18-20 Dec 2018.
提供机构:
Chu, Carlin
创建时间:
2020-06-18



