Advanced search
Publication Cover
Big Earth Data Volume 6, 2022 - Issue 2: Remotely sensed big data for the oceans and polar regions
Submit an article Journal homepage
7,110
Views
5
CrossRef citations to date
0
Altmetric
Secondary Literature Review Article

Data science for oceanography: from small data to big data

Chengcheng Qiana Department of Information and Files, North China Sea Marine Forecasting Center of State Oceanic Administration, Qingdao, ChinaORCID Iconhttps://orcid.org/0000-0002-4623-2128View further author information
ORCID Icon,
Baoxiang Huangb College of Computer Science and Technology, Qingdao University, Qingdao, ChinaView further author information
,
Xueqing Yangc Marine Division 1, Piesat Information Technology Co., Ltd, Beijing, ChinaView further author information
&
Ge Chend College of Information Science and Engineering, Ocean University of China, Qingdao, China;e Laboratory for Regional Oceanography and Numerical Modeling, Qingdao National Laboratory for Marine Science and Technology, Qingdao, ChinaCorrespondence[email protected]
View further author information
Pages 236-250 | Received 04 Aug 2020, Accepted 04 Mar 2021, Published online: 26 May 2021

Figures & data

Figure 1. Distribution of ocean science data acquired in the past decade, based on publicly available data from the internet.

Figure 1. Distribution of ocean science data acquired in the past decade, based on publicly available data from the internet.

Figure 2. Distribution of ocean science data acquired in the past decade, based on publicly available data from the internet. Small ocean science data (from buoys, ship surveys, etc.) are in blue; big oceanographic data (from satellites, models and reanalysis data) are in orange.

Figure 2. Distribution of ocean science data acquired in the past decade, based on publicly available data from the internet. Small ocean science data (from buoys, ship surveys, etc.) are in blue; big oceanographic data (from satellites, models and reanalysis data) are in orange.

Figure 3. Distribution of ocean science data acquired in the past decade, based on publicly available data from the internet. Deep ocean data (from buoys, deep submersibles, partial models and reanalysis) are in blue; surface data (from satellites, ships, partial models and reanalysis) are in orange.

Figure 3. Distribution of ocean science data acquired in the past decade, based on publicly available data from the internet. Deep ocean data (from buoys, deep submersibles, partial models and reanalysis) are in blue; surface data (from satellites, ships, partial models and reanalysis) are in orange.

Table 1. List of satellites launched by selected countries in the past decade.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.