Welcome to Francis Academic Press

The Frontiers of Society, Science and Technology, 2020, 2(13); doi: 10.25236/FSST.2020.021308.

Analysis of herring migration trends based on SST——a case study of Scotland


Hong Wenjun, Wang Jiale, Tong Yao, Ni Congyan

Corresponding Author:
Hong Wenjun

Central South University of Forestry and Technology, CHangsha, Hunan, 410004


Ocean temperature affects the quality of marine habitat. As global warming becomes more and more serious, seawater temperature is rising. This trend causes many fish migrating, thus affecting fisheries development in many areas. Now we analyze this phenomenon. Here we choose to use sea surface temperature (SST) instead of fish location information. Initially, we use ArcGIS trend analysis, GM (1,1) model and time series model to predict fish stock position .We acquired remote sensing image data from NASA, and then obtained SST images of the waters near Scotland through the processing of Envi and ArcGIS. Subsequently, we first use ArcGIS to analyze the change trajectory of the point, and then use the above two forecasting models to fit the location information that the fish may arrive.


SST ArcGIS;Time series prediction;GM (1,1) prediction

Cite This Paper

Hong Wenjun, Wang Jiale, Tong Yao, Ni Congyan . Analysis of herring migration trends based on SST——a case study of Scotland. The Frontiers of Society, Science and Technology (2020) Vol. 2 Issue 13: 60-68. https://doi.org/10.25236/FSST.2020.021308.


[1] Catherine Lalande,Eva‐Maria Nöthig,Louis Fortier(2019) Algal Export in the Arctic Ocean in Times of Global Warming[J]. Geophysical Research Letters, vol 46, no11, pp:56-89
[2] NASA(2020),https://ladsweb.modaps.eosdis.nasa.gov/search/, .
[3] Shumeng Shu, Qin Zhang, Aimei Pan(2009). Study on the method of  retrieving  vertical profile of seawater temperature by satellite remote sensing SST [J]. Remote sensing information, vol 66, no05 pp::73-76.
[4] Yan Bai, Xianqiang He, Qiankun Zhu, Fang Gong(2006). Atmospheric correction algorithm for water color water temperature scanner of China’s haiyang 1 satellite [J]. Chinese journal of instrumentation, vol 124, no12, pp::1256-1258.
[5] Guangen Wei, Xinjun Chen, Gang Li.(2018) Interannual change and prediction of migration center of squid in the Northwest Pacific Ocean [J]. Journal of Shanghai Ocean University, vol 33, no11, pp:: 573-583
[6] Jing Zhang(2017). Research on grassland biomass prediction based on time series model and SVM [D]. Shandong agricultural university,
[7] Mingyang Xie, Xinjun Chen(2019). Application of grey system theory based on bibliometerics in fishery science [J]. Bulletin of Marine limes, vol 17, no05, pp::117-126.
[8] Chen juqing(2019). Alert to the impact of global warming on human health [J]. Population and health, vol 34 no12, pp::93-94.
[9] Does global warming(2008) have an impact on the incidence of infectious diseases? [J]. Xinjiang agricultural reclamation science and technology, vol 16 no23, pp:53.
[10] Luo Li(2011). Japan’s global warming countermeasures basic law (law) legislation and enlight- enment [J]. Journal of Shanghai university (social science edition), vol 19 no06, pp: : 58-68.