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From:Geoscientific Model Development (Vol. 15, Issue 17) Peer-ReviewedThe assessment of tropical cyclone (TC) statistics requires the direct, objective, and automatic detection and tracking of TCs in reanalyses and model simulations. Research groups have independently developed numerous...
From:Geoscientific Model Development (Vol. 15, Issue 17) Peer-ReviewedLand biosphere processes are of central importance to the climate system. Specifically, ecosystems interact with the atmosphere through a variety of feedback loops that modulate energy, water, and CO.sub.2 fluxes between...
From:Geoscientific Model Development (Vol. 15, Issue 17) Peer-ReviewedDeep learning (DL) has recently emerged as an innovative tool to downscale climate variables from large-scale atmospheric fields under the perfect-prognosis (PP) approach. Different convolutional neural networks (CNNs)...
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