FN Archimer Export Format PT J TI Marine Environmental Regionalization for the Beibu Gulf Based on a Physical-Biological Model BT AF Pan, Huanglei Yu, Xiaolong Liu, Dishi Shi, Dalin Yang, Shengyun Pan, Weiran AS 1:1,2;2:3;3:1,4;4:1,2;5:1,4;6:1,4; FF 1:;2:PDG-ODE-LOPS-OH;3:;4:;5:;6:; C1 State Key Laboratory of Marine Environmental Science, Xiamen University, Xiamen 361102, China College of the Environment and Ecology, Xiamen University, Xiamen 361102, China Laboratoire d’Océanographie Physique et Spatiale, Université de Brest, CNRS, Ifremer, IRD, IUEM, 29280 Brest, France College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China C2 UNIV XIAMEN, CHINA UNIV XIAMEN, CHINA IFREMER, FRANCE UNIV XIAMEN, CHINA SI BREST SE PDG-ODE-LOPS-OH UM LOPS IN WOS Ifremer UMR DOAJ copubli-int-hors-europe copubli-sud IF 2.744 TC 3 UR https://archimer.ifremer.fr/doc/00679/79109/81600.pdf https://archimer.ifremer.fr/doc/00679/79109/81602.zip LA English DT Article DE ;Beibu Gulf;physical-biological model;regionalization;multivariate clustering;ENSO AB A physical–biological ocean model was employed to investigate characteristics of the Beibu Gulf in the northwest South China Sea (SCS) from 2011 to 2015. We adopted the spatially constrained multivariate clustering method to determine the refined marine environmental regionalization using 10 variables from the model output, and compared regionalization differences in ENSO (El Niño–Southern Oscillation) years. The simulated physical and biochemical variables display a wide spectrum of patterns in space and time. The regionalization maps indicated that the Qiongzhou Strait and its adjacent area can be classified as a separate region, characterized by the rich presence of nutrients, phytoplankton, zooplankton, and detritus, owing to the water invasion from the western Guangdong estuary. As a result of the invasive progression of the SCS, the northern and southern gulf show distinct features over a boundary near 20° N. In the La Niña year (2011), the classified boundary of the Qiongzhou Strait-northeastern gulf moved southwards due to enhanced phytoplankton growth. In the El Niño year (2015), the current collision from the northern gulf and SCS resulted in the boundary of the northern and southern gulf moving to approximately 19° N. These results provide useful guidance on subregional marine management and subregional studies for the gulf. PY 2021 PD FEB SO Journal Of Marine Science And Engineering SN 2077-1312 PU MDPI AG VL 9 IS 2 UT 000622639800001 DI 10.3390/jmse9020187 ID 79109 ER EF