Tropical Cyclone Intensity Analysis Using Satellite Data

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A Satellite-Based Multi-Channel Approach to Tropical Cyclone Intensity Estimation Using the AMSU Passive Microwave Sensor

Author : Brian W. Kabat
Publisher : Unknown
Page : 156 pages
File Size : 42,7 Mb
Release : 2002
Category : Science
ISBN : WISC:89079351110

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A Satellite-Based Multi-Channel Approach to Tropical Cyclone Intensity Estimation Using the AMSU Passive Microwave Sensor by Brian W. Kabat Pdf

In tropical cyclones, a strong inverse relationship exists between the magnitude of the upper-tropospheric warm anomaly (UTWA) and minimum sea level pressure (MSLP). Uniquely poised to capture this warming aloft, the Advanced Microwave Sounding Unit (AMSU) flown aboard current National Oceanic and Atmospheric Administration (NOAA) polar-orbiting satellites is capable of observing Tropical Cyclones (TC's) worldwide. A physical/statistical MSLP estimation algorithm based on AMSU brightness temperature anomalies (dTbs) has been operating in an experimental mode at the University of Wisconsin Cooperative Institute for Meteorological Satellite Studies (UW-CIMSS) for two years. The algorithm relies on a single AMSU channel (54.9 GHz) and shows great promise as a viable TC analysis tool. However, the radiances can be susceptible to environmental variability leading to sub-sampling and errors in MSLP. The goal of this research is to improve the existing single-channel algorithm by introducing an additional channel (55.5 GHz) that seeks to capture the true magnitude of the UTWA in instances when the single channel fails. By implementing the multi-channel approach, the goal is to create an operationally viable satellite-based guidance tool to help support tropical forecast and analysis centers worldwide.

Correcting for Precipitation Effects in Satellite-based Passive Microwave Tropical Cyclone Intensity Estimates

Author : Robert S. Wacker
Publisher : Unknown
Page : 168 pages
File Size : 54,7 Mb
Release : 2005
Category : Cyclones
ISBN : WISC:89092041953

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Correcting for Precipitation Effects in Satellite-based Passive Microwave Tropical Cyclone Intensity Estimates by Robert S. Wacker Pdf

Accurate tropical cyclone (TC) intensity estimates are best achieved from satellite observations. The Advanced Microwave Sounding Unit (AMSU) has operated since 1998 on polar-orbiting environmental satellites and is able to measure the warm temperature anomaly in the upper troposphere above a TC's center. Through hydrostatic equilibrium, this warm anomaly is roughly proportional to the TC's sea-level pressure anomaly. Based on this principle, the Cooperative Institute for Meteorological Satellite Studies (CIMSS) provides near real-time AMSU-based estimates of TC minimum sea-level pressure (MSLP) to forecast centers worldwide. These estimates are as accurate as the benchmark Dvorak technique, but are subject to error caused by precipitation effects (primarily brightness temperature reduction by scattering) on the AMSU 55 GHz channels sensitive to upper-tropospheric temperature. Simulated AMSU brightness temperatures (TB's) are produced by a polarized reverse Monte Carlo radiative transfer model using representative TC precipitation profiles. Results suggest that precipitation depression of high-frequency window channel TB's is correlated with depression of sounding channel TB's and can be used to correct for scattering effects on the AMSU channels used in TC intensity estimates. Analysis of AMSU data over the tropical oceans confirms this, and forms the basis for an empirical scattering correction using AMSU 31 and 89 GHz TB's. This scattering correction reduces CIMSS TC MSLP algorithm RMS error by 10% in a 7-year, 497 observation sample.

Tropical Cyclone Origin, Movement and Intensity Characteristics Based on Data Compositing Techniques

Author : W. M. Gray
Publisher : Unknown
Page : 140 pages
File Size : 46,7 Mb
Release : 1979
Category : Cyclone forecasting
ISBN : CHI:48836979

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Tropical Cyclone Origin, Movement and Intensity Characteristics Based on Data Compositing Techniques by W. M. Gray Pdf

Up-to-date results of recent tropical cyclone research at Colorado State University are presented. Particular attention is paid to new findings which impact on tropical cyclone analysis and forecasting efforts. Observational studies using large amounts of composited rawinsonde, satellite, and aircraft flight data have been performed to analyze global aspects of tropical cyclone occurrences, physical processes of tropical cyclone genesis, tropical cyclone intensity change, environmental factors influencing tropical cyclone turning motion 24-36 hours before the turn takes place, tropical cyclone intensity determination from upper tropospheric reconnaissance, and the diurnal variations of vertical motion in tropical weather systems. (Author).

The Use of Satellite Microwave Rainfall Measurements to Predict Eastern North Pacific Tropical Cyclone Intensity

Author : Derek A. West
Publisher : Unknown
Page : 224 pages
File Size : 40,7 Mb
Release : 1998
Category : Science
ISBN : UCSD:31822026014126

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The Use of Satellite Microwave Rainfall Measurements to Predict Eastern North Pacific Tropical Cyclone Intensity by Derek A. West Pdf

This proposed study examines the potential use of satellite passive microwave rainfall measurements derived from Special Sensor Microwave/Imager (SSM/I) radiometers onboard the Defense Meteorological Satellite Program (DMSP) constellation to improve eastern North Pacific Ocean tropical cyclone intensity change forecasting techniques. Relationships between parameters obtained from an operational SSM/I-based rainfall measuring algorithm and 12-, 24-, 36-, 48-, 60- and 72-hour intensity changes from best track data records are examined in an effort to identify statistically significant predictors of intensity change. Correlations between rainfall parameters and intensity change are analyzed using tropical cyclone data from three years, 1992 to 1994. Stratifications based upon tropical cyclone intensity, rate of intensity change, climatology, translation, landfall and synoptic-scale environmental forcing variables are studied to understand factors that may affect a statistical relationship between rainfall parameters and intensity change. The predictive skill of statistically significant rainfall parameters is assessed by using independent tropical cyclone data from another year, 1995. In addition, case studies on individual tropical cyclones are conducted to gain insight on predictive performance and operational implementation issues.

Satellite-based Applications on Climate Change

Author : John Qu,Alfred Powell,M.V.K. Sivakumar
Publisher : Springer Science & Business Media
Page : 372 pages
File Size : 49,5 Mb
Release : 2013-03-19
Category : Science
ISBN : 9789400758728

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Satellite-based Applications on Climate Change by John Qu,Alfred Powell,M.V.K. Sivakumar Pdf

Climate and other environmental changes are drawing unprecedented concern and attention from national governments, international organizations and local communities. Global warming has left noticeable impacts on the environment and the ecosystems it supports (including humans), and has important implications for sustainable economic and social development in the future. Satellite observations of climate and environmental change have become an increasingly important tool in recent years in helping to shape the response of international communities to this critical global challenge. The book presents the latest advances in satellite-based remote sensing of the Earth’s environment - ranging from applications in climate and atmospheric science to hydrology, oceanography, hydrology, geomorphology, ecology and fire studies. Introductory chapters also cover key technical aspects such as instrumentation, calibration, data analysis, and GIS tools for decision-making.

Satellite Imagery Interpretation for Forecastors

Author : Peter S. Parke
Publisher : Unknown
Page : 676 pages
File Size : 46,7 Mb
Release : 1986
Category : Satellite meteorology
ISBN : UIUC:30112105107921

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Satellite Imagery Interpretation for Forecastors by Peter S. Parke Pdf

Recent Trends in Intelligence Enabled Research

Author : Siddhartha Bhattacharyya
Publisher : Springer Nature
Page : 223 pages
File Size : 46,6 Mb
Release : 2024-07-03
Category : Electronic
ISBN : 9789819723218

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Recent Trends in Intelligence Enabled Research by Siddhartha Bhattacharyya Pdf

Artificial Intelligence Oceanography

Author : Xiaofeng Li,Fan Wang
Publisher : Springer Nature
Page : 351 pages
File Size : 51,9 Mb
Release : 2023-02-03
Category : Science
ISBN : 9789811963759

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Artificial Intelligence Oceanography by Xiaofeng Li,Fan Wang Pdf

This open access book invites readers to learn how to develop artificial intelligence (AI)-based algorithms to perform their research in oceanography. Various examples are exhibited to guide details of how to feed the big ocean data into the AI models to analyze and achieve optimized results. The number of scholars engaged in AI oceanography research will increase exponentially in the next decade. Therefore, this book will serve as a benchmark providing insights for scholars and graduate students interested in oceanography, computer science, and remote sensing.

Advanced Numerical Modeling and Data Assimilation Techniques for Tropical Cyclone Predictions

Author : U.C. Mohanty,Sundararaman.G. Gopalakrishnan
Publisher : Springer
Page : 746 pages
File Size : 43,8 Mb
Release : 2016-11-21
Category : Science
ISBN : 9789402408966

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Advanced Numerical Modeling and Data Assimilation Techniques for Tropical Cyclone Predictions by U.C. Mohanty,Sundararaman.G. Gopalakrishnan Pdf

This book deals primarily with monitoring, prediction and understanding of Tropical Cyclones (TCs). It was envisioned to serve as a teaching and reference resource at universities and academic institutions for researchers and post-graduate students. It has been designed to provide a broad outlook on recent advances in observations, assimilation and modeling of TCs with detailed and advanced information on genesis, intensification, movement and storm surge prediction. Specifically, it focuses on (i) state-of-the-art observations for advancing TC research, (ii) advances in numerical weather prediction for TCs, (iii) advanced assimilation and vortex initialization techniques, (iv) ocean coupling, (v) current capabilities to predict TCs, and (vi) advanced research in physical and dynamical processes in TCs. The chapters in the book are authored by leading international experts from academic, research and operational environments. The book is also expected to stimulate critical thinking for cyclone forecasters and researchers, managers, policy makers, and graduate and post-graduate students to carry out future research in the field of TCs.

Monitoring and Prediction of Tropical Cyclones in the Indian Ocean and Climate Change

Author : U.C. Mohanty,M. Mohapatra,O.P. Singh,B.K. Bandyopadhyay,L.S. Rathore
Publisher : Springer Science & Business Media
Page : 435 pages
File Size : 54,9 Mb
Release : 2013-10-12
Category : Science
ISBN : 9789400777200

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Monitoring and Prediction of Tropical Cyclones in the Indian Ocean and Climate Change by U.C. Mohanty,M. Mohapatra,O.P. Singh,B.K. Bandyopadhyay,L.S. Rathore Pdf

This book deals with recent advances in our understanding and prediction of tropical cyclogenesis, intensification and movement as well as landfall processes like heavy rainfall, gale wind and storm surge based on the latest observational and numerical weather prediction (NWP) modeling platforms. It also includes tropical cyclone (TC) management issues like early warning systems, recent high impact TC events, disaster preparedness, assessment of risk and vulnerability including construction, archiving and retrieval of the best tracking and historical data sets, policy decision etc., in view of recent findings on climate change aspects and their impact on TC activity. The chapters are authored by leading experts, both from research and operational environments. This book is relevant to cyclone forecasters and researchers, managers, policy makers, graduate and undergraduate students. It intends to stimulate thinking and hence further research in the field of TCs and climate change, especially over the Indian Ocean region and provides high-quality reference materials for all the users mentioned above for the management of TCs over this region.

APAC 2019

Author : Nguyen Trung Viet,Dou Xiping,Tran Thanh Tung
Publisher : Springer Nature
Page : 1483 pages
File Size : 43,8 Mb
Release : 2019-09-25
Category : Science
ISBN : 9789811502910

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APAC 2019 by Nguyen Trung Viet,Dou Xiping,Tran Thanh Tung Pdf

This book presents selected articles from the International Conference on Asian and Pacific Coasts (APAC 2019), an event intended to promote academic and technical exchange on coastal related studies, including coastal engineering and coastal environmental problems, among Asian and Pacific countries/regions. APAC is jointly supported by the Chinese Ocean Engineering Society (COES), the Coastal Engineering Committee of the Japan Society of Civil Engineers (JSCE), and the Korean Society of Coastal and Ocean Engineers (KSCOE). APAC is jointly supported by the Chinese Ocean Engineering Society (COES), the Coastal Engineering Committee of the Japan Society of Civil Engineers (JSCE), and the Korean Society of Coastal and Ocean Engineers (KSCOE).