Results 1 to 10 of about 73,794 (208)
Tropical Cyclone Track Forecasting Using Fused Deep Learning From Aligned Reanalysis Data [PDF]
Frontiers in Big Data, 2020 The forecast of tropical cyclone trajectories is crucial for the protection of people and property. Although forecast dynamical models can provide high-precision short-term forecasts, they are computationally demanding, and current statistical ...
Sophie Giffard-Roisin +6 more
doaj +2 more sources
Smallpox and Season: Reanalysis of Historical Data [PDF]
Interdisciplinary Perspectives on Infectious Diseases, 2009 Seasonal variation in smallpox transmission is one of the most pressing ecological questions and is relevant to bioterrorism preparedness. The present study reanalyzed 7 historical datasets which recorded monthly cases or deaths.
Hiroshi Nishiura, Tomoko Kashiwagi
doaj +3 more sources
Multi-Source Precipitation Data Merging for High-Resolution Daily Rainfall in Complex Terrain
Remote Sensing, 2023 This study developed a satellite, reanalysis, and gauge data merging model for daily-scale analysis using a random forest algorithm in Sichuan province, characterized by complex terrain.
Zhi Li +6 more
doaj +1 more source
Лëд и снег, 2021 The possibility of using the data of modern ERA-Interim, CFSR and NCEP-NCAR re-analyses to assess an avalanche danger in the mountains of the North Caucasus is considered.
N. E. Kuksova +2 more
doaj +1 more source
On the Use of Reanalysis Data for Downscaling [PDF]
Journal of Climate, 2012 Abstract In this study, a worldwide overview on the expected sensitivity of downscaling studies to reanalysis choice is provided. To this end, the similarity of middle-tropospheric variables—which are important for the development of both dynamical and statistical downscaling schemes—from 40-yr European Centre for Medium-Range Weather ...
Brands, Swen Franz +3 more
openaire +3 more sources
Frontiers in Earth Science, 2023 Based on different reanalysis datasets, reconstructions of East Asia landfall tropical cyclones (TCs) were compared with observations. The 20th-century reanalysis version 3 dataset (20CRv3) received the most approval in this assessment.
Ruyuan Lee +6 more
doaj +1 more source
Gaoyuan qixiang, 2023 Accurate estimation of cloud cover is the basis for understanding the spatial and temporal characteristic of cloud parameters on the Qinghai-Xiznag Plateau （QXP）.The dynamic changes in cloud distribution on the Qinghai-Xiznag Plateau are analyzed by the ...
Jingshu ZHANG, Linhai JING, Siyuan WANG
doaj +1 more source
Energies, 2021 Meteorological data are extensively used to perform environmental learning. Soft Computing (SC) and Machine Learning (ML) techniques represent a valuable support in many research areas, but require datasets containing information related to the topic ...
Antonio Manuel Gómez-Orellana +4 more
doaj +1 more source
Remote Sensing, 2022 Diffuse solar radiation is an essential component of surface solar radiation that contributes to carbon sequestration, photovoltaic power generation, and renewable energy production in terrestrial ecosystems.
Jinyang Wu +6 more
doaj +1 more source
Remote Sensing, 2023 Seasonal freezing depth change is important in many environmental science and engineering applications. However, such changes are rare at region scales, especially over China, in the long time series.
Shuo Wang +6 more
doaj +1 more source