The meteorological significance of this work lies in its ability to offer a reliable, real-time tool for cyclone intensity prediction, which could be integrated into operational weather forecasting systems. The finding shows that there is potential for practical use of this method....
A Western North Pacific Tropical Cyclone Intensity Prediction Scheme 下载文档 收藏 打印 转格式 41阅读文档大小:774.76K14页去年上传于2015-04-24格式:PDF Weather and Climate Extremes in a Changing Climate Regions of Focus North America, Hawaii, Caribbean, and U.S. Pacific Islands ...
This article proposes a two-branch convolutional neural network model (TCIENet) to estimate the intensity of tropical cyclone (TC) from infrared and water vapor images in the northwest Pacific basin. Three different sizes of input images are explored to train the TCIENet model, and the size of...
A western North Pacific tropical cyclone (TC) intensity prediction scheme (WIPS) is developed based on TC samples from 1996 to 2002 using the stepwise regression technique, with the western North Pacific divided into three sub-regions: the region near the coast of East China (ECR), the South ...
UnderstandingandForecastingTropicalCycloneIntensityChangewiththe TyphoonIntensityPredictionScheme(TIPS) PATRICKJ.FITZPATRICK* DepartmentofAtmosphericScience,ColoradoStateUniversity,FortCollins,Colorado (Manuscriptreceived15August1996,infinalform30July1997) ABSTRACT ...
Tropical cyclone intensity prediction using regression method and neural network. J. Meteorol, Soc. JPN, 76 (1998), pp. 711-717 CrossrefView in ScopusGoogle Scholar Baik and Paek, 2000 J.J. Baik, J.S. Paek A neural network model for predicting typhoon intensity J. Meteorol. Soc. JPN, ...
Tropical Cyclone Intensity Estimation using Temporal and Spatial Features from Satellite Data.Accurate intensity estimation of tropical cyclones (TC) is an ... FFH Gholamreza. - North Carolina Agricultural and Technical State University. 被引量: 0发表: 2013年 Satellite-Based Tropical Cyclone Intensity...
[256] However, scientists are not as skillful at predicting the intensity of tropical cyclones.[257] The lack of improvement in intensity forecasting is attributed to the complexity of tropical systems and an incomplete understanding of factors that affect their development. New tropical cyclone ...
The main goal of this work is to quantify the predictability of tropical cyclone (TC) intensity. Motivated by the lack of improvement in TC intensity prediction, a systematic study on the intrinsic predictability of TC intensity is conducted using a set of five high-resolution, cloud-resolving ...
This study presents forecasts of near-future tropical cyclone (TC) activities over the western North Pacific (WNP) using a TC track-pattern-based predictio