Results 11 to 20 of about 1,021,573 (203)
OceanBench: A Benchmark for Data-Driven Global Ocean Forecasting systems
International audienceData-driven approaches, particularly those based on deep learning, are rapidly advancing Earth system modeling. However, their application to ocean forecasting remains limited despite the ocean's pivotal role in climate regulation ...
Le Traon, Pierre-Yves +8 more
core +8 more sources
Forecast ocean variability [PDF]
Nature, 2016 The IPCC should supply policymakers with realistic regional projections of how the seas will respond to warming, write Daniela Schmidt and Philip W. Boyd.
Schmidt, Daniela, Boyd, P
openaire +3 more sources
The Role of the Ocean and Ocean Data in Weather Forecasting [PDF]
Oceanography & Fisheries Open access Journal, 2020 n ...
openaire +3 more sources
Wind forecasting using Principal Component Analysis [PDF]
, 2014 We present a new statistical wind forecasting tool based on Principal Component Analysis (PCA), which is trained on past data to predict the wind speed using an ensemble of dynamically similar past events.
Fruh, Wolf-Gerrit; id_orcid +3 more
core +1 more source
Ocean feature models – their use and effectiveness in ocean acoustic forecasting [PDF]
Annales Geophysicae, 1997 Abstract. The aim of this paper is to test the effectiveness of feature models in ocean acoustic forecasting. Feature models are simple mathematical representations of the horizontal and vertical structures of ocean features (such as fronts and eddies), and have been used primarily for assimilating new observations into forecasts and for compressing ...
Small, J., Shackleford, L., Pavey, G.
openaire +2 more sources
Facing the Forecaster’s Dilemma: Reflexivity in Ocean System Forecasting [PDF]
Oceans, 2021 Unlike atmospheric weather forecasting, ocean forecasting is often reflexive; for many applications, the forecast and its dissemination can change the outcome, and is in this way, a part of the system. Reflexivity has implications for several ocean forecasting applications, such as fisheries management, endangered species management, toxic and invasive
Nicholas R. Record, Andrew J. Pershing
openaire +2 more sources
Forecasting Ocean Chlorophyll in the Equatorial Pacific [PDF]
Frontiers in Marine Science, 2017 Using a global ocean biogeochemical model combined with a forecast of physical oceanic and atmospheric variables from the NASA Global Modeling and Assimilation Office, we assess the skill of a chlorophyll concentrations forecast in the Equatorial Pacific for the period 2012-2015 with a focus on the forecast of the onset of the 2015 El Niño event. Using
Cecile S. Rousseaux +2 more
openaire +3 more sources
Impact of Ocean Observation Systems on Ocean Analysis and Seasonal Forecasts [PDF]
Monthly Weather Review, 2007 Abstract The relative merits of the Tropical Atmosphere–Ocean (TAO)/Triangle Trans-Ocean Buoy Network (TAO/TRITON) and Pilot Research Moored Array in the Tropical Atlantic mooring networks, the Voluntary Observing Ship (VOS) expendable bathythermograph (XBT) network, and the Argo float network are evaluated through their impact on ocean ...
Vidard, Arthur +2 more
openaire +4 more sources
A material balancing scheme for ocean colour data assimilation [PDF]
, 2007 A material balancing scheme for assimilation of ocean colour data in the FOAM-HadOCC model (Forecasting Ocean Assimilation Model with Hadley Centre Ocean Carbon Cycle Model biogeochemistry) has been developed with the aim of exploiting satellite data to ...
Bell, M.J. +2 more
core +1 more source
Ocean Initialization for Seasonal Forecasts [PDF]
Oceanography, 2009 Several operational centers routinely issue seasonal forecasts of Earth’s climate using coupled ocean-atmosphere models, which require near-real-time knowledge of the state of the global ocean. This paper reviews existing ocean analysis efforts aimed at initializing seasonal forecasts. We show that ocean data assimilation improves the skill of seasonal
Balmaseda, M. +10 more
openaire +3 more sources