Future digital twins: emulating a highly complex marine biogeochemical model with machine learning to predict hypoxia

The Machine learning (ML) revolution is becoming established in oceanographic research, but its applications to emulate marine biogeochemical models are still rare. We pioneer a novel application of machine learning to emulate a highly complex physical-biogeochemical model to predict marine oxygen i...

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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Jozef Skákala, Katie Awty-Carroll, Prathyush P. Menon, Ke Wang, Gennadi Lessin
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Frontiers Media S.A. 2023-04-01
Цуврал:	Frontiers in Marine Science
Нөхцлүүд:	digital twins machine learning emulator oxygen prediction shelf seas marine biogeochemical model
Онлайн хандалт:	https://www.frontiersin.org/articles/10.3389/fmars.2023.1058837/full
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!