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International Journal of Climatology · 2021 · Vol. 41 · Issue 2 · Wiley
Utilizing the self‐organizing map (SOM), a type of artificial neural network, a new classification of the climate of Japan is proposed. The SOM is applied on the monthly mean surface air temperature (SAT) anomalies, extracted from 762 stations. Considering the strong seasonal cycle in mid‐latitudes, the classification is performed for two distinct seasons, boreal winter and boreal summer. Applied on monthly average temperature...
Global Ecology and Biogeography · 2014 · Vol. 23 · Issue 3 · Wiley
Aim Recent changes in crop yields have implications for future global food security, which are likely to be affected by climate change. We developed a spatially explicit global dataset of historical yields for maize, soybean, rice and wheat to explore the historical changes in mean, year‐to‐year variation and annual rate of change in yields for the period 1982–2006. Location This study was conducted at the global scale. Method...