Matches in SemOpenAlex for { <https://semopenalex.org/work/W3000731341> ?p ?o ?g. }
- W3000731341 abstract "Abstract Hydroclimatic teleconnections between global sea surface temperature (SST) anomaly fields and monthly rainfall over east and west Japan (divided along 138° E longitude) are identified for summer (June–August) and winter (December–February) using the concept of global climate pattern (GCP). The analysis indicates that the hydroclimatic teleconnections over both regions vary at both intra‐ and inter‐seasonal time scales. In addition, the teleconnections over the two regions have differing origins. The teleconnection features associated with rainfall anomalies over west Japan have origins in the tropical Pacific and Indian oceans, whereas those over east Japan are associated with high‐latitude SST anomalies. The early summer (winter) rainfall over west Japan is linked to the El Niño Modoki (La Niña Modoki) phenomena, whereas the early summer and winter rainfall anomalies over east Japan are associated with the SST anomaly over the eastern subtropical Pacific and South Pacific oceans, respectively. Having identified the teleconnections, prediction model approaches—a machine‐learning approach, namely support vector regression (SVR), and a hybrid graphical modelling/C‐Vine copula (GM‐Copula)—were developed to forecast the rainfall over both east and west Japan. The predictors were derived from the monthly SST anomalies at different lags (1–6 months), and whereas the hidden, nonlinear relationship was well captured by the SVR approach, the complex association was decidedly better captured by the GM‐Copula approach. Hence, it is recommended for forecasting the rainfall over east and west Japan." @default.
- W3000731341 created "2020-01-23" @default.
- W3000731341 creator A5011023099 @default.
- W3000731341 creator A5013713893 @default.
- W3000731341 creator A5017171449 @default.
- W3000731341 creator A5049890700 @default.
- W3000731341 creator A5054748166 @default.
- W3000731341 creator A5087752029 @default.
- W3000731341 date "2020-01-01" @default.
- W3000731341 modified "2023-10-14" @default.
- W3000731341 title "Contrasting features of hydroclimatic teleconnections and the predictability of seasonal rainfall over east and west Japan" @default.
- W3000731341 cites W1544862902 @default.
- W3000731341 cites W1563778073 @default.
- W3000731341 cites W1745124983 @default.
- W3000731341 cites W1840944766 @default.
- W3000731341 cites W1867209323 @default.
- W3000731341 cites W1913702551 @default.
- W3000731341 cites W1929774255 @default.
- W3000731341 cites W1949737605 @default.
- W3000731341 cites W1963725416 @default.
- W3000731341 cites W1970360626 @default.
- W3000731341 cites W1973922176 @default.
- W3000731341 cites W1980443135 @default.
- W3000731341 cites W1981944578 @default.
- W3000731341 cites W1983392676 @default.
- W3000731341 cites W1993480794 @default.
- W3000731341 cites W1995020559 @default.
- W3000731341 cites W1997429881 @default.
- W3000731341 cites W2000436031 @default.
- W3000731341 cites W2001313686 @default.
- W3000731341 cites W2006572356 @default.
- W3000731341 cites W2008621002 @default.
- W3000731341 cites W2015220578 @default.
- W3000731341 cites W2016486251 @default.
- W3000731341 cites W2031918807 @default.
- W3000731341 cites W2038143115 @default.
- W3000731341 cites W2038259075 @default.
- W3000731341 cites W2046994208 @default.
- W3000731341 cites W2049793044 @default.
- W3000731341 cites W2051306668 @default.
- W3000731341 cites W2052257030 @default.
- W3000731341 cites W2053381345 @default.
- W3000731341 cites W2054874715 @default.
- W3000731341 cites W2058388441 @default.
- W3000731341 cites W2058420228 @default.
- W3000731341 cites W2058576097 @default.
- W3000731341 cites W2059393002 @default.
- W3000731341 cites W2062096778 @default.
- W3000731341 cites W2070825648 @default.
- W3000731341 cites W2078049025 @default.
- W3000731341 cites W2090029279 @default.
- W3000731341 cites W2094621606 @default.
- W3000731341 cites W2101108516 @default.
- W3000731341 cites W2113951488 @default.
- W3000731341 cites W2113963421 @default.
- W3000731341 cites W2118527969 @default.
- W3000731341 cites W2121970213 @default.
- W3000731341 cites W2127170577 @default.
- W3000731341 cites W2134071622 @default.
- W3000731341 cites W2134437475 @default.
- W3000731341 cites W2139819068 @default.
- W3000731341 cites W2141160875 @default.
- W3000731341 cites W2158855595 @default.
- W3000731341 cites W2166630963 @default.
- W3000731341 cites W2170215267 @default.
- W3000731341 cites W2182433508 @default.
- W3000731341 cites W2185358055 @default.
- W3000731341 cites W2252391128 @default.
- W3000731341 cites W2292428612 @default.
- W3000731341 cites W2326341667 @default.
- W3000731341 cites W2338046588 @default.
- W3000731341 cites W2520044990 @default.
- W3000731341 cites W2597172628 @default.
- W3000731341 cites W2604271147 @default.
- W3000731341 cites W2765221883 @default.
- W3000731341 cites W2766547009 @default.
- W3000731341 cites W2770175184 @default.
- W3000731341 cites W2777281562 @default.
- W3000731341 cites W2777534776 @default.
- W3000731341 cites W2779443454 @default.
- W3000731341 cites W2802277194 @default.
- W3000731341 cites W2803116940 @default.
- W3000731341 cites W2822110906 @default.
- W3000731341 cites W2893646336 @default.
- W3000731341 cites W2896180049 @default.
- W3000731341 cites W2914150362 @default.
- W3000731341 cites W4235499294 @default.
- W3000731341 doi "https://doi.org/10.1002/met.1881" @default.
- W3000731341 hasPublicationYear "2020" @default.
- W3000731341 type Work @default.
- W3000731341 sameAs 3000731341 @default.
- W3000731341 citedByCount "6" @default.
- W3000731341 countsByYear W30007313412020 @default.
- W3000731341 countsByYear W30007313412021 @default.
- W3000731341 countsByYear W30007313412022 @default.
- W3000731341 crossrefType "journal-article" @default.
- W3000731341 hasAuthorship W3000731341A5011023099 @default.
- W3000731341 hasAuthorship W3000731341A5013713893 @default.
- W3000731341 hasAuthorship W3000731341A5017171449 @default.
- W3000731341 hasAuthorship W3000731341A5049890700 @default.