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Colorado State University
1.
Le, Minda.
Microphysical retrieval and profile classification for GPM dual-frequency precipitation radar and ground validation.
Degree: PhD, Electrical and Computer Engineering, 2013, Colorado State University
URL: http://hdl.handle.net/10217/78832
► The Global Precipitation Measurement (GPM) mission, planned as the next satellite mission following the Tropical Rainfall Measurement Mission (TRMM), is jointly sponsored by the National…
(more)
▼ The Global Precipitation Measurement (GPM) mission, planned as the next satellite mission following the Tropical Rainfall Measurement Mission (TRMM), is jointly sponsored by the National Aeronautic and Space Administration (NASA) of USA and the Japanese Aerospace Exploration Agency (JAXA) with additional partners, the Centre National d'Études Spatiales (CNES), the Indian Space Research Organization (ISRO), the National Oceanic and Atmospheric Administration (NOAA), the European Organization for the Exploitation of Meteorological Satellites (EUMETSAT), and others. The core satellite of GPM mission will be equipped with a dual-frequency precipitation
radar (DPR) operating at Ku- (13.6 GHz) and Ka- (35.5 GHz) band with the capability to cover ±65° latitude of the earth. One primary goal of the DPR is to improve accuracy in estimation of drop size distribution (DSD) parameters of precipitation particles. The estimation of the DSD parameters helps achieve more accurate estimation of precipitation rates. The DSD is also centrally important in the determination of the electromagnetic scattering properties of precipitation media. The combination of data from the two frequency channels, in principle, can provide more accurate estimates of DSD parameters than the TRMM Precipitation
radar (TRMM PR) with Ku- band channel only. In this research, a methodology is developed to retrieve DSD parameters for GPM-DPR. Profile classification is a critical module in the microphysical retrieval system for GPM-DPR. The nature of microphysical models and equations for use in the DSD retrieval algorithm are determined by the precipitation type of each profile and the phase state of the hydrometeors. In the GPM era, the Ka- band channel enables the detection of light rain or snowfall in the mid- and high- latitudes compared to the TRMM PR (Ku- band only). GPM-DPR offers dual-frequency observations (measured reflectivity at Ku- band:Ζm (Ku) and measured reflectivity at Ka- band:Ζm (Ku)) along each vertical profile, which provide additional information for investigating the microphysical properties using the difference in measured
radar reflectivities at the two frequencies, a quantity often called the measured dual-frequency ratio (DFRm) can be defined (DFRm=Ζm (Ku) — Ζm (Ka)). Both non-Rayleigh scattering effects and attenuation difference control the shape of the DFRm profile. Its pattern is determined by the forward and backscattering properties of the mixed phase and rain media and the backscattering properties of ice. Therefore, DFRm could provide better performance in precipitation type classification and hydrometeor profile characterization than TRMM PR. In this research, two methods, precipitation type classification (PCM) and hydrometeor profile characterization (HPC), are developed to perform profile classification for GPM-DPR using the DFRm profile and its range variability. The methods have been implemented into the GPM-DPR day one algorithm. Ground validation is an integral part of all satellite precipitation missions. Similar to…
Advisors/Committee Members: Chandrasekar, V. Chandra (advisor), Jayasumana, Anura P. (committee member), Mielke, Paul W. (committee member), Notaros, Branislav (committee member).
Subjects/Keywords: microphysics; weather radar
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APA (6th Edition):
Le, M. (2013). Microphysical retrieval and profile classification for GPM dual-frequency precipitation radar and ground validation. (Doctoral Dissertation). Colorado State University. Retrieved from http://hdl.handle.net/10217/78832
Chicago Manual of Style (16th Edition):
Le, Minda. “Microphysical retrieval and profile classification for GPM dual-frequency precipitation radar and ground validation.” 2013. Doctoral Dissertation, Colorado State University. Accessed February 27, 2021.
http://hdl.handle.net/10217/78832.
MLA Handbook (7th Edition):
Le, Minda. “Microphysical retrieval and profile classification for GPM dual-frequency precipitation radar and ground validation.” 2013. Web. 27 Feb 2021.
Vancouver:
Le M. Microphysical retrieval and profile classification for GPM dual-frequency precipitation radar and ground validation. [Internet] [Doctoral dissertation]. Colorado State University; 2013. [cited 2021 Feb 27].
Available from: http://hdl.handle.net/10217/78832.
Council of Science Editors:
Le M. Microphysical retrieval and profile classification for GPM dual-frequency precipitation radar and ground validation. [Doctoral Dissertation]. Colorado State University; 2013. Available from: http://hdl.handle.net/10217/78832

Texas A&M University
2.
Mosier, Richard Matthew.
Radar-Derived Forecasts of Cloud-to-Ground Lightning Over Houston, Texas.
Degree: MS, Atmospheric Sciences, 2011, Texas A&M University
URL: http://hdl.handle.net/1969.1/ETD-TAMU-2009-12-7263
► Ten years (1997 - 2006) of summer (June, July, August) daytime (14 - 00 Z) Weather Surveillance Radar - 1988 Doppler data for Houston, TX…
(more)
▼ Ten years (1997 - 2006) of summer (June, July, August) daytime (14 - 00 Z)
Weather Surveillance
Radar - 1988 Doppler data for Houston, TX were examined to
determine the best
radar-derived lightning forecasting predictors. Convective cells were
tracked using a modified version of the Storm Cell Identification and Tracking (SCIT)
algorithm and then correlated to cloud-to-ground lightning data from the National
Lightning Detection Network (NLDN).
Combinations of three
radar reflectivity values (30, 35, and 40 dBZ) at four
isothermal levels (-10, -15, -20, and updraft -10 degrees C) and a new
radar-derived product,
vertically integrated ice (VII), were used to optimize a
radar-based lightning forecast
algorithm. Forecasts were also delineated by range and the number of times a cell was
identified and tracked by the modified SCIT algorithm. This study objectively analyzed
65,399 unique cells, and 1,028,510 to find the best lightning forecast criteria.
Results show that using 30 dBZ at the -20 degrees C isotherm on cells within 75 km of
the
radar that have been tracked for at least 2 consecutive scan produces the best forecasts
with a critical success index (CSI) of 0.71. The best VII predictor was 0.734 kg m-2 on
cells within 75 km of the
radar that have been tracked for at least 2 consecutive scans producing a CSI of 0.68. Results of this study further suggest that combining the
radar
reflectivity and VII methods can result in a more accurate lightning forecast than either
method alone.
Advisors/Committee Members: Schumacher, Courtney (advisor), Orville, Richard E. (advisor), Olivera, Francisco (committee member).
Subjects/Keywords: Radar: Reflectivity; Lightning; Weather; Forecasting
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APA (6th Edition):
Mosier, R. M. (2011). Radar-Derived Forecasts of Cloud-to-Ground Lightning Over Houston, Texas. (Masters Thesis). Texas A&M University. Retrieved from http://hdl.handle.net/1969.1/ETD-TAMU-2009-12-7263
Chicago Manual of Style (16th Edition):
Mosier, Richard Matthew. “Radar-Derived Forecasts of Cloud-to-Ground Lightning Over Houston, Texas.” 2011. Masters Thesis, Texas A&M University. Accessed February 27, 2021.
http://hdl.handle.net/1969.1/ETD-TAMU-2009-12-7263.
MLA Handbook (7th Edition):
Mosier, Richard Matthew. “Radar-Derived Forecasts of Cloud-to-Ground Lightning Over Houston, Texas.” 2011. Web. 27 Feb 2021.
Vancouver:
Mosier RM. Radar-Derived Forecasts of Cloud-to-Ground Lightning Over Houston, Texas. [Internet] [Masters thesis]. Texas A&M University; 2011. [cited 2021 Feb 27].
Available from: http://hdl.handle.net/1969.1/ETD-TAMU-2009-12-7263.
Council of Science Editors:
Mosier RM. Radar-Derived Forecasts of Cloud-to-Ground Lightning Over Houston, Texas. [Masters Thesis]. Texas A&M University; 2011. Available from: http://hdl.handle.net/1969.1/ETD-TAMU-2009-12-7263

Delft University of Technology
3.
Figueras i Ventura, J.
Design of a High Resolution X-band Doppler Polarimetric Weather Radar.
Degree: 2009, Delft University of Technology
URL: http://resolver.tudelft.nl/uuid:d90b9ad6-237b-435d-9dc5-5660d9e7fbdd
;
urn:NBN:nl:ui:24-uuid:d90b9ad6-237b-435d-9dc5-5660d9e7fbdd
;
urn:NBN:nl:ui:24-uuid:d90b9ad6-237b-435d-9dc5-5660d9e7fbdd
;
http://resolver.tudelft.nl/uuid:d90b9ad6-237b-435d-9dc5-5660d9e7fbdd
► The impact of the increase in anthropogenic aerosols on the global climate and the precipitation cycle is not yet fully understood. One of the reasons…
(more)
▼ The impact of the increase in anthropogenic aerosols on the global climate and the precipitation cycle is not yet fully understood. One of the reasons for that is the lack of sound measurements. In particular, high temporal and spatial resolution measurements of precipitation, coupled with measurements from other instruments, would be desired to better understand such complex processes. IRCTR has design a high resolution X-band Doppler Polarimetric
Weather Radar called IDRA (IRCTR Drizzle
Radar) to perform such measurements. The
radar is placed on top of a 213 m high meteorological tower in the CESAR Observatory (Cabauw Experimental Site for Atmospheric Research) in Cabauw. The large range of instruments available on the site allow exploiting the synergies between them, greatly enhancing the capabilities of each individual instrument. This thesis describes the sort of measurements that can be performed using
weather radar. It discusses in detail the
radar principles and the design of the IDRA system in particular. It also analyzes several signal processing techniques implemented in the system. Finally, some study cases paramount of the capabilities of the system are presented. In conclusion, a new
weather radar system providing unique data has been designed and its performance analyzed. The data is freely available to the whole scientific community.
Advisors/Committee Members: Russchenberg, H.W.J..
Subjects/Keywords: weather radar
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Figueras i Ventura, J. (2009). Design of a High Resolution X-band Doppler Polarimetric Weather Radar. (Doctoral Dissertation). Delft University of Technology. Retrieved from http://resolver.tudelft.nl/uuid:d90b9ad6-237b-435d-9dc5-5660d9e7fbdd ; urn:NBN:nl:ui:24-uuid:d90b9ad6-237b-435d-9dc5-5660d9e7fbdd ; urn:NBN:nl:ui:24-uuid:d90b9ad6-237b-435d-9dc5-5660d9e7fbdd ; http://resolver.tudelft.nl/uuid:d90b9ad6-237b-435d-9dc5-5660d9e7fbdd
Chicago Manual of Style (16th Edition):
Figueras i Ventura, J. “Design of a High Resolution X-band Doppler Polarimetric Weather Radar.” 2009. Doctoral Dissertation, Delft University of Technology. Accessed February 27, 2021.
http://resolver.tudelft.nl/uuid:d90b9ad6-237b-435d-9dc5-5660d9e7fbdd ; urn:NBN:nl:ui:24-uuid:d90b9ad6-237b-435d-9dc5-5660d9e7fbdd ; urn:NBN:nl:ui:24-uuid:d90b9ad6-237b-435d-9dc5-5660d9e7fbdd ; http://resolver.tudelft.nl/uuid:d90b9ad6-237b-435d-9dc5-5660d9e7fbdd.
MLA Handbook (7th Edition):
Figueras i Ventura, J. “Design of a High Resolution X-band Doppler Polarimetric Weather Radar.” 2009. Web. 27 Feb 2021.
Vancouver:
Figueras i Ventura J. Design of a High Resolution X-band Doppler Polarimetric Weather Radar. [Internet] [Doctoral dissertation]. Delft University of Technology; 2009. [cited 2021 Feb 27].
Available from: http://resolver.tudelft.nl/uuid:d90b9ad6-237b-435d-9dc5-5660d9e7fbdd ; urn:NBN:nl:ui:24-uuid:d90b9ad6-237b-435d-9dc5-5660d9e7fbdd ; urn:NBN:nl:ui:24-uuid:d90b9ad6-237b-435d-9dc5-5660d9e7fbdd ; http://resolver.tudelft.nl/uuid:d90b9ad6-237b-435d-9dc5-5660d9e7fbdd.
Council of Science Editors:
Figueras i Ventura J. Design of a High Resolution X-band Doppler Polarimetric Weather Radar. [Doctoral Dissertation]. Delft University of Technology; 2009. Available from: http://resolver.tudelft.nl/uuid:d90b9ad6-237b-435d-9dc5-5660d9e7fbdd ; urn:NBN:nl:ui:24-uuid:d90b9ad6-237b-435d-9dc5-5660d9e7fbdd ; urn:NBN:nl:ui:24-uuid:d90b9ad6-237b-435d-9dc5-5660d9e7fbdd ; http://resolver.tudelft.nl/uuid:d90b9ad6-237b-435d-9dc5-5660d9e7fbdd

University of Oklahoma
4.
Byrd, Andrew.
Multistatic Passive Weather Radar.
Degree: PhD, 2020, University of Oklahoma
URL: http://hdl.handle.net/11244/323907
► Practical and accurate estimation of three-dimensional wind fields is an ongoing challenge in radar meteorology. Multistatic (single transmitter / multiple receivers) radar architectures offer a…
(more)
▼ Practical and accurate estimation of three-dimensional wind fields is an ongoing challenge in
radar meteorology. Multistatic (single transmitter / multiple receivers)
radar architectures offer a cost effective solution for obtaining the multiple Doppler measurements necessary to achieve such estimates. In this work, the history and fundamental concepts of multistatic
weather radar are reviewed. Several developments in multistatic
weather radar enabled by recent technological progress, such as the widespread availability of high performance single-chip RF transceivers and the proliferation of phased array
weather radars, are then presented. First, a network of compact, low-cost passive receiver prototypes is used to demonstrate a set of signal processing techniques that have been developed to enable transmitter / receiver synchronization through sidelobe radiation. Next, a pattern synthesis technique is developed which allows for the use of sidelobe whitening to mitigate velocity biases in multistatic
radar systems. The efficacy of this technique is then demonstrated using a multistatic
weather radar system simulator.
Advisors/Committee Members: Palmer, Robert (advisor), Goodman, Nathan (committee member), Kirstetter, Pierre (committee member), Zrnic, Dusan (committee member), Shapiro, Alan (committee member), Fulton, Caleb (committee member).
Subjects/Keywords: Radar; Weather; Multistatic; Pattern Synthesis
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Byrd, A. (2020). Multistatic Passive Weather Radar. (Doctoral Dissertation). University of Oklahoma. Retrieved from http://hdl.handle.net/11244/323907
Chicago Manual of Style (16th Edition):
Byrd, Andrew. “Multistatic Passive Weather Radar.” 2020. Doctoral Dissertation, University of Oklahoma. Accessed February 27, 2021.
http://hdl.handle.net/11244/323907.
MLA Handbook (7th Edition):
Byrd, Andrew. “Multistatic Passive Weather Radar.” 2020. Web. 27 Feb 2021.
Vancouver:
Byrd A. Multistatic Passive Weather Radar. [Internet] [Doctoral dissertation]. University of Oklahoma; 2020. [cited 2021 Feb 27].
Available from: http://hdl.handle.net/11244/323907.
Council of Science Editors:
Byrd A. Multistatic Passive Weather Radar. [Doctoral Dissertation]. University of Oklahoma; 2020. Available from: http://hdl.handle.net/11244/323907

Delft University of Technology
5.
Akerboom, M.H.G. (author).
Tornado Detection using a Dual Polarimetric X-band Doppler Weather Radar in The Netherlands: A Case Study.
Degree: 2016, Delft University of Technology
URL: http://resolver.tudelft.nl/uuid:566b629b-fb13-4240-98db-865599af3b3f
► Hazardous whirlwind and tornado events are uncommon in the Netherlands. Though, the phenomenon is more frequently spotted over the last years, where significant damage is…
(more)
▼ Hazardous whirlwind and tornado events are uncommon in the Netherlands. Though, the phenomenon is more frequently spotted over the last years, where significant damage is reported. In the United States, literature studies suggest that due to the increase of the Earth's surface temperature tornadoes will become more frequent and intense. This consequence might affect Europe as well. Therefore, a case study is conducted in order to investigate the current technological abilities within the Netherlands in order to protect itself against possible tornado hazards. In this study the development of an EF1 tornado, reaching wind speed between 138-177 km/h, was detected on 03 November 2013 by the high resolution polarimetric X-band radar IDRA. Results have shown that IDRA was able to detect tornado signatures such as hook echo, V-notch and wind shear, 20 minutes prior touchdown. These observations were verified by multiple systems, located near IDRA site, including radar profiles, C-band radars. Moreover, in-situ measurements were available during the evolution of the tornado storm. From this synergy-based analysis, made possible by the Cabauw Experimental Site for Atmospheric Research (CESAR) and the Royal Netherlands Meteorological Institute (KNMI), it was found that their combined efforts can potentially lead to an effective system for early warning detection of tornadoes.
Geoscience and Remote Sensing
Civil Engineering and Geosciences
Advisors/Committee Members: Russchenberg, H.J.W. (mentor).
Subjects/Keywords: X-band radar; Weather radar; Tornado detection
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Akerboom, M. H. G. (. (2016). Tornado Detection using a Dual Polarimetric X-band Doppler Weather Radar in The Netherlands: A Case Study. (Masters Thesis). Delft University of Technology. Retrieved from http://resolver.tudelft.nl/uuid:566b629b-fb13-4240-98db-865599af3b3f
Chicago Manual of Style (16th Edition):
Akerboom, M H G (author). “Tornado Detection using a Dual Polarimetric X-band Doppler Weather Radar in The Netherlands: A Case Study.” 2016. Masters Thesis, Delft University of Technology. Accessed February 27, 2021.
http://resolver.tudelft.nl/uuid:566b629b-fb13-4240-98db-865599af3b3f.
MLA Handbook (7th Edition):
Akerboom, M H G (author). “Tornado Detection using a Dual Polarimetric X-band Doppler Weather Radar in The Netherlands: A Case Study.” 2016. Web. 27 Feb 2021.
Vancouver:
Akerboom MHG(. Tornado Detection using a Dual Polarimetric X-band Doppler Weather Radar in The Netherlands: A Case Study. [Internet] [Masters thesis]. Delft University of Technology; 2016. [cited 2021 Feb 27].
Available from: http://resolver.tudelft.nl/uuid:566b629b-fb13-4240-98db-865599af3b3f.
Council of Science Editors:
Akerboom MHG(. Tornado Detection using a Dual Polarimetric X-band Doppler Weather Radar in The Netherlands: A Case Study. [Masters Thesis]. Delft University of Technology; 2016. Available from: http://resolver.tudelft.nl/uuid:566b629b-fb13-4240-98db-865599af3b3f

Colorado State University
6.
Nguyen, Cuong Manh.
Electronic scan weather radar: scan strategy and signal processing for volume targets.
Degree: PhD, Electrical and Computer Engineering, 2013, Colorado State University
URL: http://hdl.handle.net/10217/80963
► Following the success of the WSR-88D network, considerable effort has been directed toward searching for options for the next generation of weather radar technology. With…
(more)
▼ Following the success of the WSR-88D network, considerable effort has been directed toward searching for options for the next generation of
weather radar technology. With its superior capability for rapidly scanning the atmosphere, electronically scanned phased array
radar (PAR) is a potential candidate. A network of such radars has been recommended for consideration by the National Academies Committee on
Weather Radar Technology beyond NEXRAD. While conventional
weather radar uses a rotating parabolic antenna to form and direct the beam, a phased array
radar superimposes outputs from an array of many similar radiating elements to yield a beam that is scanned electronically. An adaptive scan strategy and advanced signal designs and processing concepts are developed in this work to use PAR effectively for
weather observation. An adaptive scan strategy for
weather targets is developed based on the space-time variability of the storm under observation. Quickly evolving regions are scanned more often and spatial sampling resolution is matched to spatial scale. A model that includes the interaction between space and time is used to extract spatial and temporal scales of the medium and to define scanning regions. The temporal scale constrains the
radar revisit time while the measurement accuracy controls the dwell time. These conditions are employed in a task scheduler that works on a ray-by-ray basis and is designed to balance task priority and
radar resources. The scheduler algorithm also includes an optimization procedure for minimizing
radar scan time. In this research, a signal model for polarimetric phased array
weather radar (PAWR) is presented and analyzed. The electronic scan mechanism creates a complex coupling of horizontal and vertical polarizations that produce the bias in the polarimetric variables retrieval. Methods for bias correction for simultaneous and alternating transmission modes are proposed. It is shown that the bias can be effectively removed; however, data quality degradation occurs at far off boresight directions. The effective range for the bias correction methods is suggested by using
radar simulation. The pulsing scheme used in PAWR requires a new ground clutter filtering method. The filter is designed to work with a signal covariance matrix in the time domain. The matrix size is set to match the data block size. The filter's design helps overcome limitations of spectral filtering methods and make efficient use of reducing ground clutter width in PAWR. Therefore, it works on modes with few samples. Additionally, the filter can be directly extended for staggered PRT waveforms. Filter implementation for polarimetric retrieval is also successfully developed and tested for simultaneous and alternating staggered PRT. The performance of these methods is discussed in detail. It is important to achieve high sensitivity for PAWR. The use of low-power solid state transmitters to keep costs down requires pulse compression technique. Wide-band pulse compression filters will partly reduce the system…
Advisors/Committee Members: Chandra, Chandrasekar V. (advisor), Jayasumana, Anura P. (committee member), Mielke, Paul W. (committee member), Notaros, Branislav (committee member).
Subjects/Keywords: polarimetric weather radar; remote sensing; radar signal processing; electronic scan strategy; phased array weather radar; radar pulse compression
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APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Nguyen, C. M. (2013). Electronic scan weather radar: scan strategy and signal processing for volume targets. (Doctoral Dissertation). Colorado State University. Retrieved from http://hdl.handle.net/10217/80963
Chicago Manual of Style (16th Edition):
Nguyen, Cuong Manh. “Electronic scan weather radar: scan strategy and signal processing for volume targets.” 2013. Doctoral Dissertation, Colorado State University. Accessed February 27, 2021.
http://hdl.handle.net/10217/80963.
MLA Handbook (7th Edition):
Nguyen, Cuong Manh. “Electronic scan weather radar: scan strategy and signal processing for volume targets.” 2013. Web. 27 Feb 2021.
Vancouver:
Nguyen CM. Electronic scan weather radar: scan strategy and signal processing for volume targets. [Internet] [Doctoral dissertation]. Colorado State University; 2013. [cited 2021 Feb 27].
Available from: http://hdl.handle.net/10217/80963.
Council of Science Editors:
Nguyen CM. Electronic scan weather radar: scan strategy and signal processing for volume targets. [Doctoral Dissertation]. Colorado State University; 2013. Available from: http://hdl.handle.net/10217/80963
7.
Nichols, Ryan T.
Winter Weather Observation with the Ma1 Radar.
Degree: MSin Electrical and Computer Engineering (M.S.E.C.E.), Electrical & Computer Engineering, 2009, U of Massachusetts : Masters
URL: http://scholarworks.umass.edu/theses/231
Subjects/Keywords: radar; casa; weather
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MLA ·
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Export
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APA (6th Edition):
Nichols, R. T. (2009). Winter Weather Observation with the Ma1 Radar. (Masters Thesis). U of Massachusetts : Masters. Retrieved from http://scholarworks.umass.edu/theses/231
Chicago Manual of Style (16th Edition):
Nichols, Ryan T. “Winter Weather Observation with the Ma1 Radar.” 2009. Masters Thesis, U of Massachusetts : Masters. Accessed February 27, 2021.
http://scholarworks.umass.edu/theses/231.
MLA Handbook (7th Edition):
Nichols, Ryan T. “Winter Weather Observation with the Ma1 Radar.” 2009. Web. 27 Feb 2021.
Vancouver:
Nichols RT. Winter Weather Observation with the Ma1 Radar. [Internet] [Masters thesis]. U of Massachusetts : Masters; 2009. [cited 2021 Feb 27].
Available from: http://scholarworks.umass.edu/theses/231.
Council of Science Editors:
Nichols RT. Winter Weather Observation with the Ma1 Radar. [Masters Thesis]. U of Massachusetts : Masters; 2009. Available from: http://scholarworks.umass.edu/theses/231

University of Oklahoma
8.
Ge, Guoqing.
ON THE FURTHER STUDIES OF SUITABLE STORM-SCALE 3DVAR DATA ASSIMILATION FOR THE PREDICTION OF TORNADIC THUNDERSTORMS.
Degree: PhD, 2011, University of Oklahoma
URL: http://hdl.handle.net/11244/319176
► To help boost dynamic consistency among model variables, the storm-scale diagnostic pressure equation is incorporated into the storm-scale 3DVAR cost function in the form of…
(more)
▼ To help boost dynamic consistency among model variables, the storm-scale diagnostic pressure equation is incorporated into the storm-scale 3DVAR cost function in the form of a weak constraint. The impact of the constraint has been examined by applying it to case studies of one idealized tornadic supercell thunderstorm and two real-world tornadic supercell thunderstorms. It is demonstrated in the idealized case study that at single analysis step, the use of the constraint can help slightly improve the analysis of wind fields and pressure field. After a given period of intermittent data assimilation, the use of the constraint can evidently improve the quality of the data assimilation results. For the 8 May 2003 OKC tornadic supercell thunderstorm case, it is shown that the use of the constraint help improve the forecast in term of the general evolution and the mesocyclone rotation of the major tornadic supercell thunderstorm. For the 5 May 2007 Greensburg tornadic supercell thunderstorm case, two different assimilation configurations are introduced to examine the impact of the constraint under different situations. It is shown that assimilating wind data alone produces reasonable forecast and the use of the diagnostic pressure equation constraint evidently improve the forecast. When assimilating reflectivity data in addition to wind data, the impact of the constraint is also positive. Overall, it is demonstrated that the constraint can improve the quality of
radar data assimilation and the subsequent forecast.
Advisors/Committee Members: Droegemeier, Kelvin||Gao, Jidong (advisor).
Subjects/Keywords: Thunderstorm forecasting; Weather forecasting; Tornadoes; Doppler radar
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Ge, G. (2011). ON THE FURTHER STUDIES OF SUITABLE STORM-SCALE 3DVAR DATA ASSIMILATION FOR THE PREDICTION OF TORNADIC THUNDERSTORMS. (Doctoral Dissertation). University of Oklahoma. Retrieved from http://hdl.handle.net/11244/319176
Chicago Manual of Style (16th Edition):
Ge, Guoqing. “ON THE FURTHER STUDIES OF SUITABLE STORM-SCALE 3DVAR DATA ASSIMILATION FOR THE PREDICTION OF TORNADIC THUNDERSTORMS.” 2011. Doctoral Dissertation, University of Oklahoma. Accessed February 27, 2021.
http://hdl.handle.net/11244/319176.
MLA Handbook (7th Edition):
Ge, Guoqing. “ON THE FURTHER STUDIES OF SUITABLE STORM-SCALE 3DVAR DATA ASSIMILATION FOR THE PREDICTION OF TORNADIC THUNDERSTORMS.” 2011. Web. 27 Feb 2021.
Vancouver:
Ge G. ON THE FURTHER STUDIES OF SUITABLE STORM-SCALE 3DVAR DATA ASSIMILATION FOR THE PREDICTION OF TORNADIC THUNDERSTORMS. [Internet] [Doctoral dissertation]. University of Oklahoma; 2011. [cited 2021 Feb 27].
Available from: http://hdl.handle.net/11244/319176.
Council of Science Editors:
Ge G. ON THE FURTHER STUDIES OF SUITABLE STORM-SCALE 3DVAR DATA ASSIMILATION FOR THE PREDICTION OF TORNADIC THUNDERSTORMS. [Doctoral Dissertation]. University of Oklahoma; 2011. Available from: http://hdl.handle.net/11244/319176

University of Oklahoma
9.
Griffin, Casey.
Polarimetric and Rapid-Scan Radar Observations of Tornadoes.
Degree: PhD, 2019, University of Oklahoma
URL: http://hdl.handle.net/11244/320424
► Tornadoes are capable of lofting large pieces of debris that present irregular shapes, near-random orientations, and a wide range of dielectric constants to polarimetric radars.…
(more)
▼ Tornadoes are capable of lofting large pieces of debris that present irregular shapes, near-random orientations, and a wide range of dielectric constants to polarimetric radars. While ties between tornadic debris signature (TDS) characteristics and tornado- and storm-scale kinematic processes have been speculated upon or investigated using photogrammetry and single-Doppler analyses,
little work has been done to relate the three-dimensional wind eld to TDS characteristics and behavior. Additionally a knowledge gap in larger-scale transport and sedimentation of debris exists within the literature. This study utilizes data collected by the University of Oklahoma's Advanced
Radar Research Center's OU-PRIME C-band
radar as well as KTLX and KOUN WSR-88D S-band radars to study three tornadoes that occurred in Central Oklahoma on 10 May 2010. The relationship between polarimetric and kinematic variables are interrogated revealing an instance where large tornado subvortices were associated with comparatively high reflectivity, low correlation coefficient, and were surrounded by negative differential reflectivity. Comparisons of the polarimetric characteristics of two tornadoes interacting with similar land cover but with different intensities are documented. Also, the storm-scale sedimentation of debris within the supercell is investigated revealing a novel observation of TDS rotation and elongation with height. Additionally, a novel dual-wavelength comparison of debris within the tornado to debris in the near-tornado environment is presented revealing larger dual-wavelength differences in polarimetric variables for debris within the tornado and increasingly similar inner and out debris characteristics as height increases.
While new insight into the behavior of tornadic debris is elucidated in this study, tornadoes themselves evolve on much shorter timescales than what can be resolved by traditional, mechanically steered radars. In order to illustrate the benefit of rapid-scan radars for the study of tornado evolution and to motivate future rapid-scan polarimetric
radar observations of tornadoes and debris, high-temporal resolution observations of the 27 May 2015 Canadian, Texas, tornado collected by the Atmospheric Imaging
Radar (AIR) are presented. A 10-s resolution time-height investigation of vortex tilt and differential velocity ( V) is presented and illustrates an instance of upward vortex intensification as well as downward tornado decay. Changes in tornado intensity over periods of less than 30 s coincided with rapid changes in tornado diameter. At least two small-scale vortices were observed being shed from the tornado during a brief weakening period. A persistent layer of vortex tilt was observed near the level of free convection, which separated two layers with contrasting modes of tornado decay. Finally, the vertical cross-correlation of vortex intensity reveals that apart from the brief instances of upward vortex intensification and downward decay, tornado intensity was highly correlated throughout the…
Advisors/Committee Members: Palmer, Robert (advisor), Bodine, David (advisor), Fulton, Caleb (committee member), Zhang, Guifu (committee member), Chilson, Phillip (committee member).
Subjects/Keywords: Weather Radar; Tornado; Debris; Supercell Thunderstorm
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Griffin, C. (2019). Polarimetric and Rapid-Scan Radar Observations of Tornadoes. (Doctoral Dissertation). University of Oklahoma. Retrieved from http://hdl.handle.net/11244/320424
Chicago Manual of Style (16th Edition):
Griffin, Casey. “Polarimetric and Rapid-Scan Radar Observations of Tornadoes.” 2019. Doctoral Dissertation, University of Oklahoma. Accessed February 27, 2021.
http://hdl.handle.net/11244/320424.
MLA Handbook (7th Edition):
Griffin, Casey. “Polarimetric and Rapid-Scan Radar Observations of Tornadoes.” 2019. Web. 27 Feb 2021.
Vancouver:
Griffin C. Polarimetric and Rapid-Scan Radar Observations of Tornadoes. [Internet] [Doctoral dissertation]. University of Oklahoma; 2019. [cited 2021 Feb 27].
Available from: http://hdl.handle.net/11244/320424.
Council of Science Editors:
Griffin C. Polarimetric and Rapid-Scan Radar Observations of Tornadoes. [Doctoral Dissertation]. University of Oklahoma; 2019. Available from: http://hdl.handle.net/11244/320424

Penn State University
10.
Manion, Robert Charles.
Transition of Convection from the Mountains to the Plains along the Colorado Front Range as Detected by TDWR
.
Degree: 2011, Penn State University
URL: https://submit-etda.libraries.psu.edu/catalog/11918
► The relationship between primary convection over the mountains and secondary convection over the plains is examined along the Front Range of northeastern Colorado. Data collected…
(more)
▼ The relationship between primary convection over the mountains and secondary convection over the plains is examined along the Front Range of northeastern Colorado. Data collected from the Federal Aviation Administration Terminal Doppler
Weather Radar indicate that thunderstorms over mountainous terrain typically produce plains thunderstorms by one of three mechanisms, or transition modes: initiation along convergent outflows, propagation along existing convergence lines, and propagation behind well-developed cold pools. Analysis of sounding data indicates which temperature and wind profiles favor each mode. The results of this study have the potential to be used operationally in short-term forecasting.
Advisors/Committee Members: George Spencer Young, Thesis Advisor/Co-Advisor, George Spencer Young, Thesis Advisor/Co-Advisor.
Subjects/Keywords: weather; meteorology; tdwr; terminal doppler weather radar; radar; mountain meteorology; colorado; thunderstorms; denver
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Manion, R. C. (2011). Transition of Convection from the Mountains to the Plains along the Colorado Front Range as Detected by TDWR
. (Thesis). Penn State University. Retrieved from https://submit-etda.libraries.psu.edu/catalog/11918
Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation
Chicago Manual of Style (16th Edition):
Manion, Robert Charles. “Transition of Convection from the Mountains to the Plains along the Colorado Front Range as Detected by TDWR
.” 2011. Thesis, Penn State University. Accessed February 27, 2021.
https://submit-etda.libraries.psu.edu/catalog/11918.
Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation
MLA Handbook (7th Edition):
Manion, Robert Charles. “Transition of Convection from the Mountains to the Plains along the Colorado Front Range as Detected by TDWR
.” 2011. Web. 27 Feb 2021.
Vancouver:
Manion RC. Transition of Convection from the Mountains to the Plains along the Colorado Front Range as Detected by TDWR
. [Internet] [Thesis]. Penn State University; 2011. [cited 2021 Feb 27].
Available from: https://submit-etda.libraries.psu.edu/catalog/11918.
Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation
Council of Science Editors:
Manion RC. Transition of Convection from the Mountains to the Plains along the Colorado Front Range as Detected by TDWR
. [Thesis]. Penn State University; 2011. Available from: https://submit-etda.libraries.psu.edu/catalog/11918
Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Université Catholique de Louvain
11.
Quibus, Laurent.
Modelling propagation impairments of Earth-Space links using Numerical Weather Prediction tools.
Degree: 2020, Université Catholique de Louvain
URL: http://hdl.handle.net/2078.1/232080
► Communication channels between the Earth and satellites are in the on-going process to be scaled up to higher and higher carrier frequencies above 20 GHz.…
(more)
▼ Communication channels between the Earth and satellites are in the on-going process to be scaled up to higher and higher carrier frequencies above 20 GHz. The change is driven forward as an increasing number of services fill up the spectral bands allocated at lower frequencies, and as using higher frequencies also results in larger bandwidths, antenna gains and directivity. However, challenges to high frequency transmissions are posed by the stronger impairments of the signal as it propagates through the troposphere. In particular, the power of the signal is attenuated due to the presence of oxygen, water vapour, clouds, rain, and turbulence. The attenuation affects the signal-to-noise ratio (SNR) by up to tens of dB so that Fade Mitigation Techniques (FMTs) become needed. Ideally, the design of FMTs should be based on direct measurements of the attenuation. Earth-space propagation experimental campaigns offer this reference thanks to spaceborne beacons emitting continuously at selected frequencies. These experiments are however costly, limited to a few receiving stations in a certain region, and lasting typically only a few years. The stations also require additional equipments such as radiometers in order to obtain the total attenuation and not just the contribution from rain events and amplitude scintillation. There is therefore an interest for models capable to derive the attenuation components from alternative measurements, so as to supplement the beacon data or fill the gaps in their coverage. Numerical
Weather Predictions (NWPs) are important candidates as they aim to re-create, or even forecast, the state of the atmosphere (pressure, temperature, water, ...) starting with the assimilation of various measurements collected globally. This thesis principal objective is hence the investigation of the performances of a NWP-based simulator of the attenuation within the context of propagation experiments. The thesis opens by introducing further the problems in Earth-space propagation, FMTs, propagation impairments, propagation experiments, and NWPs. A short review of the propagation experiments shows their current limits in frequency (1 to 3, ~ 20 GHz and < 50 GHz), coverage (mostly temperate), duration (usually ~ 1 − 5 years), number of stations (from 1 to rarely ~ 20), and orbits (overwhelmingly geosynchronous orbits (GSO)). A short review of the previous usage of NWPs demonstrates the rarity of results simulated over the long-term (> 1 year), with high resolutions (< 5km horizontally, < 1 h), or for non-GSO links. It also points out the existence of two methods for the rain attenuation (rain volumetric content or rain rate), and of two methods for the cloud attenuation (NWP parametrisation or Salonen/Mattioli). The thesis continues on the description of the propagation models, NWP models, interpolations or conversion of coordinates, and error metrics involved in the simulation of the attenuation from NWP data and its comparison with other reference datasets (beacon, radiometer, and
weather radar). The theoretical…
Advisors/Committee Members: UCL - SST/ICTM - Institute of Information and Communication Technologies, Electronics and Applied Mathematics, UCL - Ecole Polytechnique de Louvain, Vanhoenacker-Janvier, Danielle, Craeye, Christophe, Oestges, Claude, Delobbe, Laurent, Hamdi, Rafiq, Féral, Laurent.
Subjects/Keywords: Tropospheric attenuation; Weather radar; Numerical Weather Prediction; Weather Research and Forecasting; Radiowave propagation; Microwave radiometer
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Quibus, L. (2020). Modelling propagation impairments of Earth-Space links using Numerical Weather Prediction tools. (Thesis). Université Catholique de Louvain. Retrieved from http://hdl.handle.net/2078.1/232080
Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation
Chicago Manual of Style (16th Edition):
Quibus, Laurent. “Modelling propagation impairments of Earth-Space links using Numerical Weather Prediction tools.” 2020. Thesis, Université Catholique de Louvain. Accessed February 27, 2021.
http://hdl.handle.net/2078.1/232080.
Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation
MLA Handbook (7th Edition):
Quibus, Laurent. “Modelling propagation impairments of Earth-Space links using Numerical Weather Prediction tools.” 2020. Web. 27 Feb 2021.
Vancouver:
Quibus L. Modelling propagation impairments of Earth-Space links using Numerical Weather Prediction tools. [Internet] [Thesis]. Université Catholique de Louvain; 2020. [cited 2021 Feb 27].
Available from: http://hdl.handle.net/2078.1/232080.
Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation
Council of Science Editors:
Quibus L. Modelling propagation impairments of Earth-Space links using Numerical Weather Prediction tools. [Thesis]. Université Catholique de Louvain; 2020. Available from: http://hdl.handle.net/2078.1/232080
Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

University of Oklahoma
12.
Nai, Feng.
On the Potential of Adaptive Beamforming for Phased-Array Weather Radar.
Degree: PhD, 2017, University of Oklahoma
URL: http://hdl.handle.net/11244/48164
► As the Weather Surveillance Radar 1988 Doppler network reaches the end of its expected life, a network of multifunction phased-array radars (MPAR) supporting both aircraft…
(more)
▼ As the
Weather Surveillance
Radar 1988 Doppler network reaches the end of its expected life, a network of multifunction phased-array radars (MPAR) supporting both aircraft and
weather surveillance missions has been proposed. A phased-array system should match the sensitivity, spatial resolution, and data quality of the WSR-88D while having a update time of 60 seconds for
weather surveillance. Since an MPAR system must complete both
weather and aircraft surveillance missions, the update time reduction provided by having multiple faces is insufficient to achieve the desired 60 second update time for
weather surveillance. Therefore, it is likely that multiple simultaneous beams would be needed per face to meet the timeline requirements. An approach to achieve multiple receive beams is to use a spoiled transmit beam and to form a cluster of simultaneous receive beams. However, a significant challenge for this approach is the potential of high sidelobe levels in the two-way radiation pattern, which can result in significantly biased estimates of the
radar variables in situations where the signal power has large spatial variation. This dissertation proposes an adaptive beamspace algorithm designed for phased-array
weather radar that utilizes a spoiled transmit beam and a cluster of simultaneous receive beams to achieve the desired timeline. Taking advantage of the adaptive algorithm's ability to automatically adjust sidelobe levels to match the scene, the high-sidelobe problem associated with a spoiled transmit beam is mitigated. Through extensive simulations, it is shown that adaptive beamspace processing can produce accurate and calibrated estimates of
weather radar variables. Furthermore, it is demonstrated that the adaptive beamspace algorithm can automatically reject interference signals and reduce their impact on the
radar-variable estimates. Additionally, it is shown that, despite higher sidelobe levels, the adaptive beamspace algorithm can perform similarly to a conventional system based on a dish antenna in terms of biases when reflectivity gradients are present. Finally, the adaptive beamspace algorithm is shown to compare favorably to some alternative solutions that can also achieve the desired MPAR timeline requirement while preserving data quality.
Advisors/Committee Members: Palmer, Robert (advisor), Torres, Sebastian (advisor), Goodman, Nathan (committee member), Yu, Tian-You (committee member), Wang, Xuguang (committee member).
Subjects/Keywords: Adaptive Beamforming; Phased-Array Radar; Weather Radar; Beamspace
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Nai, F. (2017). On the Potential of Adaptive Beamforming for Phased-Array Weather Radar. (Doctoral Dissertation). University of Oklahoma. Retrieved from http://hdl.handle.net/11244/48164
Chicago Manual of Style (16th Edition):
Nai, Feng. “On the Potential of Adaptive Beamforming for Phased-Array Weather Radar.” 2017. Doctoral Dissertation, University of Oklahoma. Accessed February 27, 2021.
http://hdl.handle.net/11244/48164.
MLA Handbook (7th Edition):
Nai, Feng. “On the Potential of Adaptive Beamforming for Phased-Array Weather Radar.” 2017. Web. 27 Feb 2021.
Vancouver:
Nai F. On the Potential of Adaptive Beamforming for Phased-Array Weather Radar. [Internet] [Doctoral dissertation]. University of Oklahoma; 2017. [cited 2021 Feb 27].
Available from: http://hdl.handle.net/11244/48164.
Council of Science Editors:
Nai F. On the Potential of Adaptive Beamforming for Phased-Array Weather Radar. [Doctoral Dissertation]. University of Oklahoma; 2017. Available from: http://hdl.handle.net/11244/48164

University of Oklahoma
13.
Li, Zhe.
CYLINDRICAL POLARIMETRIC PHASED ARRAY RADAR DEMONSTRATOR: PERFORMANCE ASSESSMENT AND WEATHER MEASUREMENTS.
Degree: PhD, 2020, University of Oklahoma
URL: http://hdl.handle.net/11244/325311
► A desirable candidate for future weather observation is a polarimetric phased array radar (PPAR), which is capable of both using polarimetry for multi-parameter measurements and…
(more)
▼ A desirable candidate for future
weather observation is a polarimetric phased array
radar (PPAR), which is capable of both using polarimetry for multi-parameter measurements and the fast-scan proficiency of the PAR. However, it is challenging to collect high-quality polarimetric
radar data of
weather with a planar PPAR (PPPAR), whose beam and polarization characteristics change with the electronic beam direction, causing geometrically induced cross-polarization coupling, sensitivity losses, and measurement biases when the PPPAR beam is steered away from the broadside.
As an alternative to PPPAR, the concept of cylindrical polarimetric phased array
radar (CPPAR) was proposed, which has scan-invariant beam characteristics in azimuth and polarization purity in all directions using commutating scan, thus enables high quality polarimetric
weather measurements. To validate the CPPAR concept, a small-scale CPPAR demonstrator has been jointly developed by the Advanced
Radar Research Center (ARRC) at the University of Oklahoma (OU) and the National Severe Storms Laboratory (NSSL) of NOAA.
This dissertation presents the results of initial
weather measurements, shows the performance of the CPPAR demonstrator, and evaluates the polarimetric data quality that has been achieved. The system specifications and field tests of the CPPAR demonstrator are provided, including system overview, waveform design and verification, pattern optimization and far-field tests. In addition, three methods of system calibration are introduced and compared, including calibration with an external source, calibration with
weather measurements of mechanical scan, and calibration with ground clutter. It is found that calibration with
weather measurements of mechanical scan has the best performance and it is applied on the CPPAR demonstrator for the first time, which effectively improved the beam-to-beam consistency and
radar data quality in commutating beam electronic scan by minimizing gain and beamwidth variations.
Performance of the CPPAR is assessed through system simulation and
weather measurements. The CPPAR is evaluated through an end-to-end phased array
radar system simulator (PASIM). The simulation framework,
weather returns modeling, antenna pattern, channel electronics, and simulation results of CPPAR, as well as comparison with those that would be obtained with a PPPAR, are provided. Also,
weather measurements of a few convective precipitation cases and a stratiform precipitation case made with the CPPAR, employing the single beam mechanical scan and commutating beam electronic scan respectively, are presented. First, a qualitative comparison is made between the CPPAR and a nearby operational NEXRAD. Then a quantitative comparison is conducted between the mechanical scan and electronic scan, and error statistics are estimated and discussed. In addition, a theoretical explanation of a feature of the commutating beam electronic scan in clutter detection that is different from mechanical scan is presented and verified by measurements in clear…
Advisors/Committee Members: Zhang, Guifu (advisor), Sigmarsson, Hjalti (committee member), Zrnić, Dusan (committee member), Zhu, Meijun (committee member), Zhang, Yan (committee member).
Subjects/Keywords: Engineering, Electronics and Electrical.; Weather Radar; Cylindrical Polarimetric Phased Array Radar
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Li, Z. (2020). CYLINDRICAL POLARIMETRIC PHASED ARRAY RADAR DEMONSTRATOR: PERFORMANCE ASSESSMENT AND WEATHER MEASUREMENTS. (Doctoral Dissertation). University of Oklahoma. Retrieved from http://hdl.handle.net/11244/325311
Chicago Manual of Style (16th Edition):
Li, Zhe. “CYLINDRICAL POLARIMETRIC PHASED ARRAY RADAR DEMONSTRATOR: PERFORMANCE ASSESSMENT AND WEATHER MEASUREMENTS.” 2020. Doctoral Dissertation, University of Oklahoma. Accessed February 27, 2021.
http://hdl.handle.net/11244/325311.
MLA Handbook (7th Edition):
Li, Zhe. “CYLINDRICAL POLARIMETRIC PHASED ARRAY RADAR DEMONSTRATOR: PERFORMANCE ASSESSMENT AND WEATHER MEASUREMENTS.” 2020. Web. 27 Feb 2021.
Vancouver:
Li Z. CYLINDRICAL POLARIMETRIC PHASED ARRAY RADAR DEMONSTRATOR: PERFORMANCE ASSESSMENT AND WEATHER MEASUREMENTS. [Internet] [Doctoral dissertation]. University of Oklahoma; 2020. [cited 2021 Feb 27].
Available from: http://hdl.handle.net/11244/325311.
Council of Science Editors:
Li Z. CYLINDRICAL POLARIMETRIC PHASED ARRAY RADAR DEMONSTRATOR: PERFORMANCE ASSESSMENT AND WEATHER MEASUREMENTS. [Doctoral Dissertation]. University of Oklahoma; 2020. Available from: http://hdl.handle.net/11244/325311

University of Oklahoma
14.
Li, Zhengzheng.
Applications of Gaussian Mixture Model to Weather Observations.
Degree: PhD, 2011, University of Oklahoma
URL: http://hdl.handle.net/11244/318575
► The estimation of weather parameters such as attenuation and rainfall rates from weather radar data has been based mainly on deterministic regression models. The applications…
(more)
▼ The estimation of
weather parameters such as attenuation and rainfall rates from
weather radar data has been based mainly on deterministic regression models. The applications of a Bayesian approach to
weather parameters classification and estimation have also been limited by a single Gaussian assumption. A computational intelligence model, i.e., Gaussian mixture model (GMM), is introduced in this work to characterize the prior distribution of
weather parameters and the corresponding
radar observation variables. Since a GMM would converge to any given distribution as the number of mixture increases, it provides an efficient way to accommodate extra information from antenna and frequency diversities and an `omnipotent' solution to extract and model the `knowledge' from training data. Hydrometeor classification and
weather parameters estimation through a Bayesian approach are also made possible by the precisely represented prior distribution. A linear Bayesian estimator based on GMM, namely the Gaussian Mixture Parameter Estimator (GMPE), is then developed and tested in applications such as drop size distribution (DSD) retrieval, rainfall rate estimation and attenuation correction. The advantages of GMPE include 1) it is a `best' estimator in terms of minimum-variance, unbiased performance; 2) it can easily include/exclude different
radar observation variables and remains a `best' estimator; 3) it provides a general framework that is applicable to different
radar-meteorological applications. GMPE is further extended to explore the spatial relations with a Kalman Filter structure. Applications of the Kalman filter GMPE to rainfall rate estimation at X-band are analyzed and discussed.
Advisors/Committee Members: Zhang, Yan (advisor).
Subjects/Keywords: Gaussian processes; Radar meteorology; Weather forecasting; Numerical weather forecasting; Monte Carlo method
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Li, Z. (2011). Applications of Gaussian Mixture Model to Weather Observations. (Doctoral Dissertation). University of Oklahoma. Retrieved from http://hdl.handle.net/11244/318575
Chicago Manual of Style (16th Edition):
Li, Zhengzheng. “Applications of Gaussian Mixture Model to Weather Observations.” 2011. Doctoral Dissertation, University of Oklahoma. Accessed February 27, 2021.
http://hdl.handle.net/11244/318575.
MLA Handbook (7th Edition):
Li, Zhengzheng. “Applications of Gaussian Mixture Model to Weather Observations.” 2011. Web. 27 Feb 2021.
Vancouver:
Li Z. Applications of Gaussian Mixture Model to Weather Observations. [Internet] [Doctoral dissertation]. University of Oklahoma; 2011. [cited 2021 Feb 27].
Available from: http://hdl.handle.net/11244/318575.
Council of Science Editors:
Li Z. Applications of Gaussian Mixture Model to Weather Observations. [Doctoral Dissertation]. University of Oklahoma; 2011. Available from: http://hdl.handle.net/11244/318575

University of Oklahoma
15.
Li, Zhengzheng.
Applications of Gaussian Mixture Model to Weather Observations.
Degree: PhD, 2011, University of Oklahoma
URL: http://hdl.handle.net/11244/319529
► The estimation of weather parameters such as attenuation and rainfall rates from weather radar data has been based mainly on deterministic regression models. The applications…
(more)
▼ The estimation of
weather parameters such as attenuation and rainfall rates from
weather radar data has been based mainly on deterministic regression models. The applications of a Bayesian approach to
weather parameters classification and estimation have also been limited by a single Gaussian assumption. A computational intelligence model, i.e., Gaussian mixture model (GMM), is introduced in this work to characterize the prior distribution of
weather parameters and the corresponding
radar observation variables. Since a GMM would converge to any given distribution as the number of mixture increases, it provides an efficient way to accommodate extra information from antenna and frequency diversities and an `omnipotent' solution to extract and model the `knowledge' from training data. Hydrometeor classification and
weather parameters estimation through a Bayesian approach are also made possible by the precisely represented prior distribution. A linear Bayesian estimator based on GMM, namely the Gaussian Mixture Parameter Estimator (GMPE), is then developed and tested in applications such as drop size distribution (DSD) retrieval, rainfall rate estimation and attenuation correction. The advantages of GMPE include 1) it is a `best' estimator in terms of minimum-variance, unbiased performance; 2) it can easily include/exclude different
radar observation variables and remains a `best' estimator; 3) it provides a general framework that is applicable to different
radar-meteorological applications. GMPE is further extended to explore the spatial relations with a Kalman Filter structure. Applications of the Kalman filter GMPE to rainfall rate estimation at X-band are analyzed and discussed.
Advisors/Committee Members: Zhang, Yan (advisor).
Subjects/Keywords: Gaussian processes; Radar meteorology; Weather forecasting; Numerical weather forecasting; Monte Carlo method
Record Details
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Record Details
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Li, Z. (2011). Applications of Gaussian Mixture Model to Weather Observations. (Doctoral Dissertation). University of Oklahoma. Retrieved from http://hdl.handle.net/11244/319529
Chicago Manual of Style (16th Edition):
Li, Zhengzheng. “Applications of Gaussian Mixture Model to Weather Observations.” 2011. Doctoral Dissertation, University of Oklahoma. Accessed February 27, 2021.
http://hdl.handle.net/11244/319529.
MLA Handbook (7th Edition):
Li, Zhengzheng. “Applications of Gaussian Mixture Model to Weather Observations.” 2011. Web. 27 Feb 2021.
Vancouver:
Li Z. Applications of Gaussian Mixture Model to Weather Observations. [Internet] [Doctoral dissertation]. University of Oklahoma; 2011. [cited 2021 Feb 27].
Available from: http://hdl.handle.net/11244/319529.
Council of Science Editors:
Li Z. Applications of Gaussian Mixture Model to Weather Observations. [Doctoral Dissertation]. University of Oklahoma; 2011. Available from: http://hdl.handle.net/11244/319529

University of Oklahoma
16.
Ivic, Igor Rade.
DETECTION THRESHOLDS FOR SPECTRAL MOMENTS AND POLARIMETRIC VARIABLES.
Degree: PhD, 2008, University of Oklahoma
URL: http://hdl.handle.net/11244/319382
► Presently, the Signal-to-Noise-Ratio (SNR) measurement is used to determine the presence of a weather signal for Weather Surveillance Radar - 1988 Doppler (WSR-88D). Growing popularity…
(more)
▼ Presently, the Signal-to-Noise-Ratio (SNR) measurement is used to determine the presence of a
weather signal for
Weather Surveillance
Radar - 1988 Doppler (WSR-88D). Growing popularity of polarimetric radars prompts the need for improved signal detection scheme. Namely, the ongoing upgrade of the WSR-88D network to dual polarization results in a 3 dB reduction of the SNR per channel because the existing transmitter power is split between horizontal (H) and vertical (V) channels. Therefore, the
radar sensitivity is degraded and many valid
weather signals may be discarded if the current censoring scheme is retained. In this work, statistical techniques of mitigating the impact of the 3 dB SNR loss with the goal of improving data censoring for the dual-polarization system are examined. First, the performance and implementation of a classical likelihood-ratio method is investigated. It is concluded that such a method is not practical for operational systems due to insufficient processing capability of the signal processor. With the system constraint in mind, several efficient methods based on the signal coherency in sample-time and across channels, such as power and autocorrelation measurements in H and V channels, as well as the cross-correlation of signals from the H and V channels, are proposed. Statistical analyses of various combinations of these variables are performed using Monte Carlo simulations. The performance is further demonstrated and verified using time series data collected by the research polarimetric
radar (KOUN), operated by the National Severe Storms Laboratory. Both the statistical analysis and the performance comparisons on time series imply that the novel approach has the potential to significantly improve the signal detection on dual-polarization
weather radars; thus mitigating the impact of the 3 dB SNR loss in the WSR-88D radars.
Advisors/Committee Members: Yu, Tian-You (advisor).
Subjects/Keywords: Doppler radar; Weather radar networks; Spectrum analysis; Weather forecasting
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Ivic, I. R. (2008). DETECTION THRESHOLDS FOR SPECTRAL MOMENTS AND POLARIMETRIC VARIABLES. (Doctoral Dissertation). University of Oklahoma. Retrieved from http://hdl.handle.net/11244/319382
Chicago Manual of Style (16th Edition):
Ivic, Igor Rade. “DETECTION THRESHOLDS FOR SPECTRAL MOMENTS AND POLARIMETRIC VARIABLES.” 2008. Doctoral Dissertation, University of Oklahoma. Accessed February 27, 2021.
http://hdl.handle.net/11244/319382.
MLA Handbook (7th Edition):
Ivic, Igor Rade. “DETECTION THRESHOLDS FOR SPECTRAL MOMENTS AND POLARIMETRIC VARIABLES.” 2008. Web. 27 Feb 2021.
Vancouver:
Ivic IR. DETECTION THRESHOLDS FOR SPECTRAL MOMENTS AND POLARIMETRIC VARIABLES. [Internet] [Doctoral dissertation]. University of Oklahoma; 2008. [cited 2021 Feb 27].
Available from: http://hdl.handle.net/11244/319382.
Council of Science Editors:
Ivic IR. DETECTION THRESHOLDS FOR SPECTRAL MOMENTS AND POLARIMETRIC VARIABLES. [Doctoral Dissertation]. University of Oklahoma; 2008. Available from: http://hdl.handle.net/11244/319382

University of Oklahoma
17.
Ivic, Igor Rade.
DETECTION THRESHOLDS FOR SPECTRAL MOMENTS AND POLARIMETRIC VARIABLES.
Degree: PhD, 2008, University of Oklahoma
URL: http://hdl.handle.net/11244/318431
► Presently, the Signal-to-Noise-Ratio (SNR) measurement is used to determine the presence of a weather signal for Weather Surveillance Radar - 1988 Doppler (WSR-88D). Growing popularity…
(more)
▼ Presently, the Signal-to-Noise-Ratio (SNR) measurement is used to determine the presence of a
weather signal for
Weather Surveillance
Radar - 1988 Doppler (WSR-88D). Growing popularity of polarimetric radars prompts the need for improved signal detection scheme. Namely, the ongoing upgrade of the WSR-88D network to dual polarization results in a 3 dB reduction of the SNR per channel because the existing transmitter power is split between horizontal (H) and vertical (V) channels. Therefore, the
radar sensitivity is degraded and many valid
weather signals may be discarded if the current censoring scheme is retained. In this work, statistical techniques of mitigating the impact of the 3 dB SNR loss with the goal of improving data censoring for the dual-polarization system are examined. First, the performance and implementation of a classical likelihood-ratio method is investigated. It is concluded that such a method is not practical for operational systems due to insufficient processing capability of the signal processor. With the system constraint in mind, several efficient methods based on the signal coherency in sample-time and across channels, such as power and autocorrelation measurements in H and V channels, as well as the cross-correlation of signals from the H and V channels, are proposed. Statistical analyses of various combinations of these variables are performed using Monte Carlo simulations. The performance is further demonstrated and verified using time series data collected by the research polarimetric
radar (KOUN), operated by the National Severe Storms Laboratory. Both the statistical analysis and the performance comparisons on time series imply that the novel approach has the potential to significantly improve the signal detection on dual-polarization
weather radars; thus mitigating the impact of the 3 dB SNR loss in the WSR-88D radars.
Advisors/Committee Members: Yu, Tian-You (advisor).
Subjects/Keywords: Doppler radar; Weather radar networks; Spectrum analysis; Weather forecasting
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Ivic, I. R. (2008). DETECTION THRESHOLDS FOR SPECTRAL MOMENTS AND POLARIMETRIC VARIABLES. (Doctoral Dissertation). University of Oklahoma. Retrieved from http://hdl.handle.net/11244/318431
Chicago Manual of Style (16th Edition):
Ivic, Igor Rade. “DETECTION THRESHOLDS FOR SPECTRAL MOMENTS AND POLARIMETRIC VARIABLES.” 2008. Doctoral Dissertation, University of Oklahoma. Accessed February 27, 2021.
http://hdl.handle.net/11244/318431.
MLA Handbook (7th Edition):
Ivic, Igor Rade. “DETECTION THRESHOLDS FOR SPECTRAL MOMENTS AND POLARIMETRIC VARIABLES.” 2008. Web. 27 Feb 2021.
Vancouver:
Ivic IR. DETECTION THRESHOLDS FOR SPECTRAL MOMENTS AND POLARIMETRIC VARIABLES. [Internet] [Doctoral dissertation]. University of Oklahoma; 2008. [cited 2021 Feb 27].
Available from: http://hdl.handle.net/11244/318431.
Council of Science Editors:
Ivic IR. DETECTION THRESHOLDS FOR SPECTRAL MOMENTS AND POLARIMETRIC VARIABLES. [Doctoral Dissertation]. University of Oklahoma; 2008. Available from: http://hdl.handle.net/11244/318431
18.
Hopf, Anthony P.
Informativeness and the Computational Metrology of Collaborative Adaptive Sensor Systems.
Degree: PhD, Electrical and Computer Engineering, 2011, U of Massachusetts : PhD
URL: https://scholarworks.umass.edu/open_access_dissertations/367
► Complex engineered systems evolve, with a tendency toward self-organization, which can, paradoxically, frustrate the aims of those seeking to develop them. The systems engineer,…
(more)
▼ Complex engineered systems evolve, with a tendency toward self-organization, which can, paradoxically, frustrate the aims of those seeking to develop them. The systems engineer, seeking to promote the development in the context of changing and uncertain requirements, is challenged by conceptual gaps that emerge within engineering projects, particularly as they scale up, that inhibit communication among the various stakeholders. Overall optimization, involving multiple criterion, is often expressed in the language of the individual parties, increasing the complexity of the overall situation, subsuming the participants within the evolution of the complex engineered system, containing the objective and subjective in counterproductive or inefficient ways that can arrest healthy development.
The conventional pragmatic systems engineering approach to the resolution of such situations is to introduce architectural discipline by way of separation of concerns. In complex engineered systems projects, the crucial interface, at any level of abstraction, is between the technical domain experts and higher level decision makers. Bridging the ensuing conceptual gap requires models and methods that provide communication tools promoting a convergence of the conversation between these parties on a common "common sense" of the underlying reality of the evolving engineered system. In the interest of conceptual clarity, we confine our investigation to a restricted, but important general class of evolving engineered system, information gathering and utilizing systems. Such systems naturally resolve the underlying domain specific measures by reduction into common plausible information measures aimed at an overall sense of informativeness. For concreteness, we further restrict the investigation and the demonstration to a species that is well documented in the open literature:
weather radar networks, and in particular to the case of the currently emerging system referred to as CASA.
The multiobjective problem of objectively exploring the high dimensionality of the decision space is done using multiobjective genetic algorithms (MOGA), specifically the John Eddy genetic algorithms (JEGA), resulting in well-formed Pareto fronts and sets containing Pareto optimal points within 20% of the ideal point. A visualization technique ensures a clear separation of the subjective criterion provided by the decision makers by superficially adding preferences to the objective optimal solutions. To identify the integrative objective functions and test patterns utilized in the MOGA analysis, explorations of networked
weather radar technologies and configuration are completed. The explorations identify trends within and between network topologies, and captures both the robustness and fragility of network based measurements. The information oriented measures of fusion accuracy and precision are used to evaluate pairs of networked
weather radars against a standardized low order vortex test pattern, resulting in a metrics for characterizing the…
Advisors/Committee Members: Alfred P. DeFonzo, Christopher V. Hollot, Stephen Frasier.
Subjects/Keywords: decision problem; information oriented; Informativeness; radar network; sensor systems; weather radar; Electrical and Computer Engineering
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Hopf, A. P. (2011). Informativeness and the Computational Metrology of Collaborative Adaptive Sensor Systems. (Doctoral Dissertation). U of Massachusetts : PhD. Retrieved from https://scholarworks.umass.edu/open_access_dissertations/367
Chicago Manual of Style (16th Edition):
Hopf, Anthony P. “Informativeness and the Computational Metrology of Collaborative Adaptive Sensor Systems.” 2011. Doctoral Dissertation, U of Massachusetts : PhD. Accessed February 27, 2021.
https://scholarworks.umass.edu/open_access_dissertations/367.
MLA Handbook (7th Edition):
Hopf, Anthony P. “Informativeness and the Computational Metrology of Collaborative Adaptive Sensor Systems.” 2011. Web. 27 Feb 2021.
Vancouver:
Hopf AP. Informativeness and the Computational Metrology of Collaborative Adaptive Sensor Systems. [Internet] [Doctoral dissertation]. U of Massachusetts : PhD; 2011. [cited 2021 Feb 27].
Available from: https://scholarworks.umass.edu/open_access_dissertations/367.
Council of Science Editors:
Hopf AP. Informativeness and the Computational Metrology of Collaborative Adaptive Sensor Systems. [Doctoral Dissertation]. U of Massachusetts : PhD; 2011. Available from: https://scholarworks.umass.edu/open_access_dissertations/367
19.
Marco Aurelio de Barros Teixeira.
Analysis of the trajectory and circulation of the precipitating systems.
Degree: 2010, Instituto Nacional de Pesquisas Espaciais
URL: http://urlib.net/sid.inpe.br/mtc-m19/2010/10.24.21.44
► A partir da técnica "it{Least Square- Velocity Azimuth Display}" aplicada aos dados de velocidade radial, obtida a partir da varredura volumétrica de um dos radares…
(more)
▼ A partir da técnica "it{Least Square- Velocity Azimuth Display}" aplicada aos dados de velocidade radial, obtida a partir da varredura volumétrica de um dos radares da rede do Departamento de Controle do Espaço Aéreo, foi obtida uma metodologia que permite a recuperação do vento médio horizontal. Além disso, com a sequência temporal dos perfis verticais do vento médio horizontal, foi possível efetuar o estudo bidimensional do comportamento dos campos médios de vento, divergência e refletividade, em uma linha de instabilidade, a partir da conversão da coordenada tempo em espaço pela velocidade de translação deste sistema. Utilizando o algoritmo de rastreamento de sistemas convectivos - ForTraCC, adaptado ao radar meteorológico, em operação na Divisão de Satélites e Sistemas Ambientais do Centro de Previsão do Tempo e Estudos Climáticos, estabeleceu-se uma climatologia dos deslocamentos dos sistemas precipitantes para a área de detecção do radar meteorológico, localizado na cidade de Santiago-RS, no período de setembro de 2007 a dezembro de 2008. Nesta climatologia, buscou-se ainda estabelecer padrões de deslocamento quanto à variação diurna e quanto ao tamanho dos sistemas precipitantes. Para a mesma área de detecção estipulada acima, foi elaborada uma classificação para os sistemas precipitantes, baseando-se no índice de Energia Potencial Convectiva Disponível (CAPE) e no cisalhamento do vento ("it{shear}"), obtidos da análise do "it{National Center for Environmental Prediction}" adaptada para grade de 20km do modelo Eta, para diversos tamanhos e refletividades máximas calculadas pelo ForTraCC-radar. Foi ainda elaborado um estudo sobre a possível influência do campo de instabilidade nos desvios (aparentes), em relação vetor vento médio da camada, durante a propagação dos sistemas precipitantes, investigando a influência do campo do CAPE distribuido em uma área de 100km ao redor do centro geométrico dos sistemas precipitantes detectados pelo radar meteorológico e computados pelo ForTraCC-radar. Neste estudo, parametrizou-se uma relação entre o vetor deslocamento aparente e o gradiente médio do CAPE, calculado para a área estipulada acima, para os deslocamentos dos sistemas precipitantes com duração do ciclo de vida de 1800s (30min). O radar meteorológico trouxe novas perspectivas para melhorar a compreensão dos fenômenos de mesoescala e, por isso, a preocupação em utilizá-los mais e melhor.
Using a technique named Least Square-Velocity Azimuth Display applied to the radial velocity data, obtained from volumetric scanning of one of the Departamento de Controle do Espaço Aéreo radars, a methodology was elaborated to retrieve the horizontal mean wind for several levels. Besides, with a time sequence of the mean wind vertical profiles, it was possible to study the wind bi-dimensional behavior, divergence and reflectivity media fields, within a squall line, by converting the time coordenate into space, from the translation speed of the system. By using an algorithm to track convective clouds named…
Advisors/Committee Members: Carlos Frederico de Angelis, Luiz Augusto Toledo Machado, Marcos Daisuke Oyama, Maria Assunção Faus da Silva Dias.
Subjects/Keywords: radar meteorológico; sistema precipitante; circulação de mesoescala; propagação; weather radar; precipitating system; mesoscale circulation; propagation
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Teixeira, M. A. d. B. (2010). Analysis of the trajectory and circulation of the precipitating systems. (Thesis). Instituto Nacional de Pesquisas Espaciais. Retrieved from http://urlib.net/sid.inpe.br/mtc-m19/2010/10.24.21.44
Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation
Chicago Manual of Style (16th Edition):
Teixeira, Marco Aurelio de Barros. “Analysis of the trajectory and circulation of the precipitating systems.” 2010. Thesis, Instituto Nacional de Pesquisas Espaciais. Accessed February 27, 2021.
http://urlib.net/sid.inpe.br/mtc-m19/2010/10.24.21.44.
Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation
MLA Handbook (7th Edition):
Teixeira, Marco Aurelio de Barros. “Analysis of the trajectory and circulation of the precipitating systems.” 2010. Web. 27 Feb 2021.
Vancouver:
Teixeira MAdB. Analysis of the trajectory and circulation of the precipitating systems. [Internet] [Thesis]. Instituto Nacional de Pesquisas Espaciais; 2010. [cited 2021 Feb 27].
Available from: http://urlib.net/sid.inpe.br/mtc-m19/2010/10.24.21.44.
Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation
Council of Science Editors:
Teixeira MAdB. Analysis of the trajectory and circulation of the precipitating systems. [Thesis]. Instituto Nacional de Pesquisas Espaciais; 2010. Available from: http://urlib.net/sid.inpe.br/mtc-m19/2010/10.24.21.44
Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation
20.
Rocha Filho, Kleber Lopes da.
Modelagem Hidrológica da Bacia do Rio Pirajuçara com TOPMODEL, Telemetria e Radar Meteorológico.
Degree: Mestrado, Meteorologia, 2010, University of São Paulo
URL: http://www.teses.usp.br/teses/disponiveis/14/14133/tde-21062013-124917/
;
► A Bacia do Alto Tiete abriga cerca de 50% dos habitantes do Estado de São Paulo e é afetada freqüentemente por eventos de inundações. Uma…
(more)
▼ A Bacia do Alto Tiete abriga cerca de 50% dos habitantes do Estado de São Paulo e é afetada freqüentemente por eventos de inundações. Uma das principais fontes de problemas é a alta impermeabilização devida à ocupação da superfície nas últimas décadas. Um dos seus tributários secundários, a bacia do Rio Pirajuçara se insere neste contexto e sofre com problemas da mesma natureza. A modelagem hidrológica permite uma análise do escoamento superficial nestes ambientes e é útil na previsão de vazões por meio de redes telemétricas e sensoriamento remoto. Entretanto, redes telemétricas apresentam problemas de representatividade espacial e exposição, radares meteorológicos, apesar da maior resolução espaço-temporal das estimativas de precipitação, possuem várias fontes de erros e incertezas. A principal delas se refere à relação ZR. Deste modo, a integração dessas medições e estimativas pode minimizar erros de ambas. O objetivo deste estudo é analisar aspectos hidrológicos da Bacia do Rio Pirajuçara por meio do modelo TOPMODEL com medições de vazão e precipitação disponíveis para 18 eventos monitorados entre outubro de 2008 a outubro de 2009. O modelo TOPMODEL foi calibrado com dez eventos e verificado com os demais. A calibração foi realizada com os dados da telemetria da Bacia do Alto Tietê, radar meteorológico de São Paulo e a combinação de ambos por meio da análise objetiva estatística. Os resultados da calibração indicam que o melhor desempenho foi obtido com radar meteorológico, com número de NASH de 0,51, menor erro quadrático médio e menor viés médio absoluto. A verificação também indicou o mesmo resultado com número de NASH de 0,69. As simulações indicam que apesar da utilização da precipitação média, o modelo TOPMODEL simulou adequadamente cerca de 75% das vazões de alerta. O trabalho evidencia as limitações da telemetria e seus impactos na integração com os dados do radar.
The Alto Tiete watershed is home for about 50% of the inhabitants of São Paulo State and is affected by recurrent flashfloods. One major source of difficulties is the high rate of soil impermeabilization caused by dense surface occupation in the last decades. One of its secondary tributaries, the Pirajussara watershed suffers with similar problems. Hydrological modeling allows the analysis of runoff and other variables in these basins. It also useful for streamflow forecast based on telemetric networks and remote sensing measurements. However, surface networks lack spatial representativity and exposure is a also a issue, weather radars, in spite of their much higher spatial and temporal resolution rainfall estimation, are affect by several sources of errors and uncertainties; the most significant one being the ZR relationship. Thus, the integration of these measurements and estimates can minimize errors of both. The goal of the present work is to analyze the surface hydrology of the Pirajussara watershed based on the TOPMODEL, streamflow and rainfall measurements available for eighteen events between October 2008 and October 2009. The…
Advisors/Committee Members: Pereira Filho, Augusto Jose.
Subjects/Keywords: Hydrologic Modeling; Modelagem Hidrológica; Radar meteorológico; Raingauge Network.; Redes de Superfície; TOPMODEL; TOPMODEL; Weather Radar
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Rocha Filho, K. L. d. (2010). Modelagem Hidrológica da Bacia do Rio Pirajuçara com TOPMODEL, Telemetria e Radar Meteorológico. (Masters Thesis). University of São Paulo. Retrieved from http://www.teses.usp.br/teses/disponiveis/14/14133/tde-21062013-124917/ ;
Chicago Manual of Style (16th Edition):
Rocha Filho, Kleber Lopes da. “Modelagem Hidrológica da Bacia do Rio Pirajuçara com TOPMODEL, Telemetria e Radar Meteorológico.” 2010. Masters Thesis, University of São Paulo. Accessed February 27, 2021.
http://www.teses.usp.br/teses/disponiveis/14/14133/tde-21062013-124917/ ;.
MLA Handbook (7th Edition):
Rocha Filho, Kleber Lopes da. “Modelagem Hidrológica da Bacia do Rio Pirajuçara com TOPMODEL, Telemetria e Radar Meteorológico.” 2010. Web. 27 Feb 2021.
Vancouver:
Rocha Filho KLd. Modelagem Hidrológica da Bacia do Rio Pirajuçara com TOPMODEL, Telemetria e Radar Meteorológico. [Internet] [Masters thesis]. University of São Paulo; 2010. [cited 2021 Feb 27].
Available from: http://www.teses.usp.br/teses/disponiveis/14/14133/tde-21062013-124917/ ;.
Council of Science Editors:
Rocha Filho KLd. Modelagem Hidrológica da Bacia do Rio Pirajuçara com TOPMODEL, Telemetria e Radar Meteorológico. [Masters Thesis]. University of São Paulo; 2010. Available from: http://www.teses.usp.br/teses/disponiveis/14/14133/tde-21062013-124917/ ;
21.
Ribaud, Jean-François.
Etude tridimensionnelle de l'activité électrique, microphysique et dynamique d'une ligne de grain observée pendant la campagne HyMeX : Three-dimensional lightning activity relative to microphysics and kinematics during a HyMeX quall line.
Degree: Docteur es, Physique de l'atmosphère, 2015, Université Toulouse III – Paul Sabatier
URL: http://www.theses.fr/2015TOU30353
► La question de la prévision des évènements fortement précipitants se produisant sur le bassin Méditerranéen est au coeur du programme international HyMeX (Hydrological cycle in…
(more)
▼ La question de la prévision des évènements fortement précipitants se produisant sur le bassin Méditerranéen est au coeur du programme international HyMeX (Hydrological cycle in Mediterranean EXperiment, http://www.hymex.org/) dont l'un des objectifs est d'améliorer la prévision et la prévention des risques hydrométéorologiques du bassin méditerranéen dans le contexte du changement climatique. Durant l'automne 2012, une campagne de mesures de deux mois dite "Période d'Observation Spéciale" (SOP1) a été menée afin de documenter les conditions propices à la formation et au développement des évènements convectifs de type cévenol souvent responsables de crues dévastatrices. Pendant cette SOP1 un dispositif instrumental sans précédent a été déployé avec notamment pour la première fois sur le sol français un imageur à haute résolution spatio-temporelle permettant d'observer les décharges électriques en trois dimensions : le Lightning Mapping Array (LMA). Cet instrument a été combiné aux radars du réseau ARAMIS de Météo-France, et plus précisément aux radars Doppler à diversité de polarisation dans le Sud-Est de la France qui offrent la possibilité d'obtenir des informations sur le type et la distribution des hydrométéores au sein des systèmes précipitants. La production d'éclairs étant le résultat d'une électrisation issue des interactions microphysiques (collisions entre graupels et cristaux de glace en suspension), une description détaillée des différents types d'hydrométéores présents dans les nuages convectifs est essentielle. Dans cette optique, les algorithmes d'identification des hydrométéores développés par Météo-France ont été évalués puis améliorés. Les résultats de cette étude ont montré que les restitutions entre les différents radars étaient plutôt cohérentes, à condition que l'information sur l'altitude de l'isotherme 0°C soit correcte. Ce travail a ensuite été complété par la création, via une méthode originale, de composites 3D d'hydrométéores permettant de décrire la microphysique majoritairement présente dans les systèmes convectifs observés pendant la campagne HyMeX. La deuxième partie de ce travail s'est basée sur l'exploitation de la synergie radar-LMA sur une ligne de grain observée durant la SOP1 de HyMeX. Les principales informations déduites de ce couplage ont mis en exergue l'importance des processus microphysiques intervenant dans l'électrisation du nuage d'orage, ainsi que l'impact du relief sur l'activité électrique globale du système convectif. Sur les quatre heures de données analysées du 24 Septembre 2012, le déclenchement et la propagation des éclairs ont majoritairement été observés dans les espèces microphysiques que sont le graupel, les cristaux de glace et dans une moindre mesure la grêle. Cette étude souligne également le rôle important de la topographie sur l'activité électrique et montre que le passage d'un faible relief peut dramatiquement influencer la distribution et l'intensité des éclairs dans les régions convectives.
The Hydrological cycle in Mediterranean Experiment (HyMeX,…
Advisors/Committee Members: Coquillat, Sylvain (thesis director), Bousquet, Olivier (thesis director).
Subjects/Keywords: Orages; Eclairs; Radar polarimétrique; LMA; Dynamique; Microphysique; Thunderstorms; Lightning; Weather radar; LMA; Cloud dynamics; Microphysics
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Ribaud, J. (2015). Etude tridimensionnelle de l'activité électrique, microphysique et dynamique d'une ligne de grain observée pendant la campagne HyMeX : Three-dimensional lightning activity relative to microphysics and kinematics during a HyMeX quall line. (Doctoral Dissertation). Université Toulouse III – Paul Sabatier. Retrieved from http://www.theses.fr/2015TOU30353
Chicago Manual of Style (16th Edition):
Ribaud, Jean-François. “Etude tridimensionnelle de l'activité électrique, microphysique et dynamique d'une ligne de grain observée pendant la campagne HyMeX : Three-dimensional lightning activity relative to microphysics and kinematics during a HyMeX quall line.” 2015. Doctoral Dissertation, Université Toulouse III – Paul Sabatier. Accessed February 27, 2021.
http://www.theses.fr/2015TOU30353.
MLA Handbook (7th Edition):
Ribaud, Jean-François. “Etude tridimensionnelle de l'activité électrique, microphysique et dynamique d'une ligne de grain observée pendant la campagne HyMeX : Three-dimensional lightning activity relative to microphysics and kinematics during a HyMeX quall line.” 2015. Web. 27 Feb 2021.
Vancouver:
Ribaud J. Etude tridimensionnelle de l'activité électrique, microphysique et dynamique d'une ligne de grain observée pendant la campagne HyMeX : Three-dimensional lightning activity relative to microphysics and kinematics during a HyMeX quall line. [Internet] [Doctoral dissertation]. Université Toulouse III – Paul Sabatier; 2015. [cited 2021 Feb 27].
Available from: http://www.theses.fr/2015TOU30353.
Council of Science Editors:
Ribaud J. Etude tridimensionnelle de l'activité électrique, microphysique et dynamique d'une ligne de grain observée pendant la campagne HyMeX : Three-dimensional lightning activity relative to microphysics and kinematics during a HyMeX quall line. [Doctoral Dissertation]. Université Toulouse III – Paul Sabatier; 2015. Available from: http://www.theses.fr/2015TOU30353

Brno University of Technology
22.
Brada, Michal.
Návrh pohonu natáčení monitorovací paraboly: Motion drive recording of monitoring dishes.
Degree: 2019, Brno University of Technology
URL: http://hdl.handle.net/11012/14790
► This bachelor’s thesis deals with construction of drive unit for setup accurate azimuth and elevation of weather radar. This thesis is consist of several parts.…
(more)
▼ This bachelor’s thesis deals with construction of drive unit for setup accurate azimuth and elevation of
weather radar. This thesis is consist of several parts. First part describes function of
weather radar. Second part deals with construction of convenient variant of drive unit. The last part is about calculation tortur of used stepper motors.
Advisors/Committee Members: Prokeš, František (advisor), Omasta, Milan (referee).
Subjects/Keywords: Meteorologický radar; pohonná jednotka; krokový motor; Weather radar; drive unit; stepper motor
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Export
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APA (6th Edition):
Brada, M. (2019). Návrh pohonu natáčení monitorovací paraboly: Motion drive recording of monitoring dishes. (Thesis). Brno University of Technology. Retrieved from http://hdl.handle.net/11012/14790
Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation
Chicago Manual of Style (16th Edition):
Brada, Michal. “Návrh pohonu natáčení monitorovací paraboly: Motion drive recording of monitoring dishes.” 2019. Thesis, Brno University of Technology. Accessed February 27, 2021.
http://hdl.handle.net/11012/14790.
Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation
MLA Handbook (7th Edition):
Brada, Michal. “Návrh pohonu natáčení monitorovací paraboly: Motion drive recording of monitoring dishes.” 2019. Web. 27 Feb 2021.
Vancouver:
Brada M. Návrh pohonu natáčení monitorovací paraboly: Motion drive recording of monitoring dishes. [Internet] [Thesis]. Brno University of Technology; 2019. [cited 2021 Feb 27].
Available from: http://hdl.handle.net/11012/14790.
Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation
Council of Science Editors:
Brada M. Návrh pohonu natáčení monitorovací paraboly: Motion drive recording of monitoring dishes. [Thesis]. Brno University of Technology; 2019. Available from: http://hdl.handle.net/11012/14790
Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

University of Oklahoma
23.
Schvartzman, David.
Signal Processing Techniques and Concept of Operations for Polarimetric Rotating Phased Array Radar.
Degree: PhD, 2020, University of Oklahoma
URL: http://hdl.handle.net/11244/326580
► The Weather Surveillance Radar 1988 Doppler (WSR-88D) network has been operational for over 30 years and is still the primary observational instrument employed by the…
(more)
▼ The
Weather Surveillance
Radar 1988 Doppler (WSR-88D) network has been operational for over 30 years and is still the primary observational instrument employed by the National
Weather Service (NWS) forecasters to support their critical mission of issuing severe
weather warnings and forecasts in the United States. Nevertheless, the WSR-88Ds have exceeded their engineering design lifespan and are projected to reach the end of operational lifetime by 2040. Technological limitations may prevent the WSR-88D to meet demanding functional requirements for future observational needs. The National Oceanic and Atmospheric Administration (NOAA) has started considering
radar systems with advanced capabilities for the eventual replacement of the WSR-88D. Unique and flexible capabilities offered by Phased Array
Radar (PAR) technology support the required enhanced
weather surveillance strategies that are envisioned to improve the
weather radar products, making PAR technology an attractive candidate for the next generation of
weather radars. If PAR technology is to replace the operational WSR-88D, important decisions must be made regarding the architecture that will be needed to meet the functional requirements. A four-faced planar PAR (4F-PAR) is expected to achieve the requirements set forth by NOAA and the NWS, but deploying and maintaining an operational network of these radars across the U.S. will likely be unaffordable. A more affordable alternative
radar system is based on a single-face Rotating PAR (RPAR) architecture, which is capable of exceeding the functionality provided by the WSR-88D network. This dissertation is focused on exploring advanced RPAR scanning techniques in support of meeting future
radar functional requirements. A survey of unique RPAR capabilities is conducted to determine which ones could be exploited under an RPAR Concept of Operations (CONOPS). Three capabilities are selected for further investigation: beam agility, digital beamforming, and dwell flexibility. The RPARs beam agility is exploited to minimize the beam smearing that results from the rotation of the antenna system over the collection of samples in the coherent processing interval. The use of digital beamforming is investigated as a possible way to reduce the scan time and/or the variance of estimates. The RPAR's dwell flexibility capability is explored as a possible way to tailor the scan to meteorological observations with the goal of improving data quality. Three advanced RPAR scanning techniques are developed exploiting these capabilities, and their performance in support of meeting the
radar functional requirements is quantified. The proposed techniques are implemented on the Advanced Technology Demonstrator (ATD), a dual-polarization RPAR system at the National Severe Storms Laboratory (NSSL) in Norman, OK. Data collection experiments are conducted with the ATD to demonstrate the performance of the proposed techniques for dual-polarization observations. Results are verified by quantitatively comparing fields of
radar-variable…
Advisors/Committee Members: Yu, Tian-You (advisor), Torres, Sebastian (committee member), Yeary, Mark (committee member), Salazar-Cerreno, Jorge (committee member), Wang, Ying (committee member).
Subjects/Keywords: Weather Radar; Polarimetric Phased Array Radar; Signal Processing; Concept of Operations; Digital Beamdorming
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Schvartzman, D. (2020). Signal Processing Techniques and Concept of Operations for Polarimetric Rotating Phased Array Radar. (Doctoral Dissertation). University of Oklahoma. Retrieved from http://hdl.handle.net/11244/326580
Chicago Manual of Style (16th Edition):
Schvartzman, David. “Signal Processing Techniques and Concept of Operations for Polarimetric Rotating Phased Array Radar.” 2020. Doctoral Dissertation, University of Oklahoma. Accessed February 27, 2021.
http://hdl.handle.net/11244/326580.
MLA Handbook (7th Edition):
Schvartzman, David. “Signal Processing Techniques and Concept of Operations for Polarimetric Rotating Phased Array Radar.” 2020. Web. 27 Feb 2021.
Vancouver:
Schvartzman D. Signal Processing Techniques and Concept of Operations for Polarimetric Rotating Phased Array Radar. [Internet] [Doctoral dissertation]. University of Oklahoma; 2020. [cited 2021 Feb 27].
Available from: http://hdl.handle.net/11244/326580.
Council of Science Editors:
Schvartzman D. Signal Processing Techniques and Concept of Operations for Polarimetric Rotating Phased Array Radar. [Doctoral Dissertation]. University of Oklahoma; 2020. Available from: http://hdl.handle.net/11244/326580

Colorado State University
24.
Chen, Haonan.
Radar and satellite observations of precipitation: space time variability, cross-validation, and fusion.
Degree: PhD, Electrical and Computer Engineering, 2017, Colorado State University
URL: http://hdl.handle.net/10217/185786
► Rainfall estimation based on satellite measurements has proven to be very useful for various applications. A number of precipitation products at multiple time and space…
(more)
▼ Rainfall estimation based on satellite measurements has proven to be very useful for various applications. A number of precipitation products at multiple time and space scales have been developed based on satellite observations. For example, the National Oceanic and Atmospheric Administration (NOAA) Climate Prediction Center has developed a morphing technique (i.e., CMORPH) to produce global precipitation products by combining existing space-based observations and retrievals. The CMORPH products are derived using infrared (IR) brightness temperature information observed by geostationary satellites and passive microwave-(PMW) based precipitation retrievals from low earth orbit satellites. Although space-based precipitation products provide an excellent tool for regional, local, and global hydrologic and climate studies as well as improved situational awareness for operational forecasts, their accuracy is limited due to restrictions of spatial and temporal sampling and the applied parametric retrieval algorithms, particularly for light precipitation or extreme events such as heavy rain. In contrast, ground-based
radar is an excellent tool for quantitative precipitation estimation (QPE) at finer space-time scales compared to satellites. This is especially true after the implementation of dual-polarization upgrades and further enhancement by urban scale X-band
radar networks. As a result, ground radars are often critical for local scale rainfall estimation and for enabling forecasters to issue severe
weather watches and warnings. Ground-based radars are also used for validation of various space measurements and products. In this study, a new S-band dual-polarization
radar rainfall algorithm (DROPS2.0) is developed that can be applied to the National
Weather Service (NWS) operational
Weather Surveillance
Radar-1988 Doppler (WSR-88DP) network. In addition, a real-time high-resolution QPE system is developed for the Engineering Research Center for Collaborative Adaptive Sensing of the Atmosphere (CASA) Dallas-Fort Worth (DFW) dense
radar network, which is deployed for urban hydrometeorological applications via high-resolution observations of the lower atmosphere. The CASA/DFW QPE system is based on the combination of a standard WSR-88DP (i.e., KFWS
radar) and a high-resolution dual-polarization X-band
radar network. The specific
radar rainfall methodologies at Sand X-band frequencies, as well as the fusion methodology merging
radar observations at different temporal resolutions are investigated. Comparisons between rainfall products from the DFW
radar network and rainfall measurements from rain gauges are conducted for a large number of precipitation events over several years of operation, demonstrating the excellent performance of this urban QPE system. The real-time DFW QPE products are extensively used for flood warning operations and hydrological modelling. The high-resolution DFW QPE products also serve as a reliable dataset for validation of Global Precipitation Measurement (GPM) satellite precipitation products. This…
Advisors/Committee Members: Chandrasekar, V. (advisor), Reising, Steven C. (committee member), Cheney, Margaret (committee member), Mielke, Paul W. (committee member).
Subjects/Keywords: machine learning; remote sensing; weather radar network; quantitative precipitation estimation (QPE); dual-polarization radar; satellite
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Chen, H. (2017). Radar and satellite observations of precipitation: space time variability, cross-validation, and fusion. (Doctoral Dissertation). Colorado State University. Retrieved from http://hdl.handle.net/10217/185786
Chicago Manual of Style (16th Edition):
Chen, Haonan. “Radar and satellite observations of precipitation: space time variability, cross-validation, and fusion.” 2017. Doctoral Dissertation, Colorado State University. Accessed February 27, 2021.
http://hdl.handle.net/10217/185786.
MLA Handbook (7th Edition):
Chen, Haonan. “Radar and satellite observations of precipitation: space time variability, cross-validation, and fusion.” 2017. Web. 27 Feb 2021.
Vancouver:
Chen H. Radar and satellite observations of precipitation: space time variability, cross-validation, and fusion. [Internet] [Doctoral dissertation]. Colorado State University; 2017. [cited 2021 Feb 27].
Available from: http://hdl.handle.net/10217/185786.
Council of Science Editors:
Chen H. Radar and satellite observations of precipitation: space time variability, cross-validation, and fusion. [Doctoral Dissertation]. Colorado State University; 2017. Available from: http://hdl.handle.net/10217/185786

Indian Institute of Science
25.
Bhattacharya, Anwesa.
Cloud Properties Over SHAR Region Derived From Weather RADAR Data.
Degree: MSc Engg, Faculty of Engineering, 2011, Indian Institute of Science
URL: http://etd.iisc.ac.in/handle/2005/1009
► Weather radars are increasingly used for the study of clouds, understanding the precipitation systems and also for forecasting very short range weather (one hour to…
(more)
▼ Weather radars are increasingly used for the study of clouds, understanding the precipitation systems and also for forecasting very short range
weather (one hour to a few hours). Now, Doppler
Weather Radar (DWR) data are available in India and it is possible to study cloud properties at fine temporal and spatial scales.
Radar is a complex system and calibration of a
radar is not an easy job. But derived cloud properties strongly depend on the absolute magnitude of the reflectivity. Therefore, there is a need to check how data from two or more radars compare if they measure a common volume. Chennai and SHAR radars are within 66 km from each other, and the data collected during their calibration and intercomparison experiment in 2006 enables the comparison of their reflectivity(Z) values. Individual reflectivity are compared after plotting SHAR versus Chennai in a scatter plot. Fitting a least square linear best fit line shows that the intercept has a value around 6 dBZ and the slope of the line is 1.06. Thus, there is a trend as well, and the difference between the two radars increase with Z, and for Z around 40 dBZ (for SHAR DWR), the difference between the two is around 8.5 dBZ. Visual intercomparison also validated the results. Data from the two radars are compared with Precipitation
Radar (PR) data on board TRMM satellite. TRMM
radar slightly overestimates compared to Chennai
radar above the range of 30 dBZ. After standardized, SHAR data is used for understanding the evolution and propagation of cloud systems. The diurnal variation in convection is strong in the study region, with increase around local evening and morning and weakening around midnight except in December. Average liquid water content in the clouds is about 0.5 gm/m3. There is some seasonal dependence but no clear dependence on cloud size. Smaller systems of May have more liquid water content compared to larger ones. For nowcasting vertically projected maximum reflectivity is taken. A threshold of 30 dBZ is set to identify the cloud systems. Both center of gravity tracking (CG) and cross-correlation (CC) methods are used to track them. Frequent merging and splitting is common in the clouds which makes storm tracking difficult. Tracking by CC is giving better result than that by the CG method in the case of large systems (i.e., clusters). For smaller systems (individual cloud systems), CC method gives better result than CG method but not as good as cluster.
Advisors/Committee Members: Bhat, G S (advisor).
Subjects/Keywords: Meteorology; Cloud Formation (Climatology); Radar Data; Shar Region; Weather Radar; Cloud/Storm Tracking; Meteorological Radar; Convective Clouds; Radar Meteorology; Convection (Meteorology); Clouds - Diurnal Variation; Doppler Weather Radar Data; Doppler Weather Radar (DWR); Clouds; Meteorology
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Bhattacharya, A. (2011). Cloud Properties Over SHAR Region Derived From Weather RADAR Data. (Masters Thesis). Indian Institute of Science. Retrieved from http://etd.iisc.ac.in/handle/2005/1009
Chicago Manual of Style (16th Edition):
Bhattacharya, Anwesa. “Cloud Properties Over SHAR Region Derived From Weather RADAR Data.” 2011. Masters Thesis, Indian Institute of Science. Accessed February 27, 2021.
http://etd.iisc.ac.in/handle/2005/1009.
MLA Handbook (7th Edition):
Bhattacharya, Anwesa. “Cloud Properties Over SHAR Region Derived From Weather RADAR Data.” 2011. Web. 27 Feb 2021.
Vancouver:
Bhattacharya A. Cloud Properties Over SHAR Region Derived From Weather RADAR Data. [Internet] [Masters thesis]. Indian Institute of Science; 2011. [cited 2021 Feb 27].
Available from: http://etd.iisc.ac.in/handle/2005/1009.
Council of Science Editors:
Bhattacharya A. Cloud Properties Over SHAR Region Derived From Weather RADAR Data. [Masters Thesis]. Indian Institute of Science; 2011. Available from: http://etd.iisc.ac.in/handle/2005/1009

Texas A&M University
26.
Fliegel, Jonathan 1988-.
Quality Control and Census of SMART-R Observations from the DYNAMO/CINDY2011 Field Campaign.
Degree: MS, Atmospheric Sciences, 2012, Texas A&M University
URL: http://hdl.handle.net/1969.1/148108
► The Shared Mobile Atmospheric Research and Teaching Radar (SMART-R) is a truck-mounted C-band, Doppler radar that was deployed during the Dynamics of the Madden-Julian Oscillation…
(more)
▼ The Shared Mobile Atmospheric Research and Teaching
Radar (SMART-R) is a truck-mounted C-band, Doppler
radar that was deployed during the Dynamics of the Madden-Julian Oscillation (DYNAMO) / Cooperative Indian Ocean Experiment on interseasonal variability in the year 2011 (CINDY2011) campaign on Addu Atoll, Maldives. One of SMART-R’s objectives was to provide continuous volume scans of precipitating clouds during all phases of the Madden-Julian Oscillation (MJO) for the full duration of the campaign. Data from SMART-R is available for 2 October 2011 through 9 February 2012.
Every 10 minutes a full volume scan was produced, which was subsequently run through quality control algorithms that, among other filters, performed a calibration correction, noise filtering, and an attenuation correction. It was observed that data from SMART-R appeared to be slanted towards the WNW, and after analysis, a 0.75◦ tilt correction was applied towards azimuth 285◦. The data was then converted into Cartesian coordinates and an additional noise filter was applied. NETCDF files with radial velocities and corrected reflectivity were produced.
From the reflectivity observations, a suite of products including rain maps, echo- top heights and convective/stratiform separations were produced. A modified version of the convective/stratiform separation was developed in an attempt to classify shallow and weak convection more correctly. The modified algorithm utilizes an isolation parameter set to 10 km to the north, south, east, and west, a 10-dBz echo-top height threshold set to 9 km, and a 16-dBz reflectivity threshold at 3 km to ensure only isolated, shallow, and weak rain originally classified as stratiform, is reclassified as convection.
Analyses of these products clearly suggest two MJO events occurring in October and November as indicated by the Wheeler and Hendon Multivariate MJO index. While stratiform rain almost always encompassed a larger area of the
radar domain, convective rain was the larger producer of rain with the exception of active MJO periods. In addition, echo-top height counts are observed to increase in both vertical structure and frequency as the MJO initiates and becomes active over the
radar domain.
Possible connections are also made between echo-top height data and humidity retrievals from soundings launched on Addu Atoll. It appears that during MJO initiation, convective echo tops lead the moistening of the mid troposphere, while during suppressed phases, the convective echo tops lag behind the moistening of the mid troposphere. Wind shear also appears to be weaker during an active MJO event, and increase as the active MJO exits the region. From these observations, as well as other rain statistics including the diurnal cycle, indicators for a localized MJO index are proposed that are based on local
radar and sounding data, rather than satellite and reanalysis observations of wind and outgoing long-wave radiation.
Advisors/Committee Members: Schumacher, Courtney (advisor), Korty, Robert (committee member), Washington-Allen, Robert (committee member).
Subjects/Keywords: Convective/Stratiform Separation; Weather Radar; SMART-R; MJO; Madden-Julian Oscillation
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Fliegel, J. 1. (2012). Quality Control and Census of SMART-R Observations from the DYNAMO/CINDY2011 Field Campaign. (Masters Thesis). Texas A&M University. Retrieved from http://hdl.handle.net/1969.1/148108
Chicago Manual of Style (16th Edition):
Fliegel, Jonathan 1988-. “Quality Control and Census of SMART-R Observations from the DYNAMO/CINDY2011 Field Campaign.” 2012. Masters Thesis, Texas A&M University. Accessed February 27, 2021.
http://hdl.handle.net/1969.1/148108.
MLA Handbook (7th Edition):
Fliegel, Jonathan 1988-. “Quality Control and Census of SMART-R Observations from the DYNAMO/CINDY2011 Field Campaign.” 2012. Web. 27 Feb 2021.
Vancouver:
Fliegel J1. Quality Control and Census of SMART-R Observations from the DYNAMO/CINDY2011 Field Campaign. [Internet] [Masters thesis]. Texas A&M University; 2012. [cited 2021 Feb 27].
Available from: http://hdl.handle.net/1969.1/148108.
Council of Science Editors:
Fliegel J1. Quality Control and Census of SMART-R Observations from the DYNAMO/CINDY2011 Field Campaign. [Masters Thesis]. Texas A&M University; 2012. Available from: http://hdl.handle.net/1969.1/148108

Indian Institute of Science
27.
Makkapati, Vishnu Vardhan.
Ultra High Compression For Weather Radar Reflectivity Data.
Degree: MSc Engg, Faculty of Engineering, 2009, Indian Institute of Science
URL: http://etd.iisc.ac.in/handle/2005/389
► Weather is a major contributing factor in aviation accidents, incidents and delays. Doppler weather radar has emerged as a potent tool to observe weather. Aircraft…
(more)
▼ Weather is a major contributing factor in aviation accidents, incidents and delays.
Doppler
weather radar has emerged as a potent tool to observe
weather. Aircraft carry an onboard
radar but its range and angular resolution are limited. Networks of ground-based
weather radars provide extensive coverage of
weather over large geographic regions. It would be helpful if these data can be transmitted to the pilot. However, these data are highly voluminous and the bandwidth of the ground-air communication links is limited and expensive. Hence, these data have to be compressed to an extent where they are
suitable for transmission over low-bandwidth links. Several methods have been developed to compress pictorial data. General-purpose schemes do not take into account the
nature of data and hence do not yield high compression ratios. A scheme for extreme
compression of
weather radar data is developed in this thesis that does not significantly degrade the meteorological information contained in these data.
The method is based on contour encoding. It approximates a contour by a set of
systematically chosen ‘control’ points that preserve its fine structure upto a certain level. The contours may be obtained using a thresholding process based on NWS or custom
reflectivity levels. This process may result in region and hole contours, enclosing ‘high’ or ‘low’ areas, which may be nested. A tag bit is used to label region and hole contours. The control point extraction method first obtains a smoothed reference contour by averaging the original contour. Then the points on the original contour with maximum deviation from the smoothed contour between the crossings of these contours are identified and are designated as control points. Additional control points are added midway between
the control point and the crossing points on either side of it, if the length of the segment between the crossing points exceeds a certain length. The control points, referenced with respect to the top-left corner of each contour for compact quantification, are transmitted to the receiving end.
The contour is retrieved from the control points at the receiving end using spline
interpolation. The region and hole contours are identified using the tag bit. The pixels
between the region and hole contours at a given threshold level are filled using the color corresponding to it. This method is repeated till all the contours for a given threshold level are exhausted, and the process is carried out for all other thresholds, thereby resulting in a composite picture of the reconstructed field.
Extensive studies have been conducted by using metrics such as compression ratio,
fidelity of reconstruction and visual perception. In particular the effect of the smoothing factor, the choice of the degree of spline interpolation and the choice of thresholds are studied. It has been shown that a smoothing percentage of about 10% is optimal for most data. A degree 2 of spline interpolation is found to be best suited for smooth contour reconstruction. Augmenting NWS thresholds…
Advisors/Committee Members: Mahapatra, Pravas R (advisor).
Subjects/Keywords: Aviation Meteorology; Weather Radar; Weather Radar Data Compression; Contour Encoding; Meteorological Radar; Weather Radar Data Encoding; Weather Data; Aeronautics
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Makkapati, V. V. (2009). Ultra High Compression For Weather Radar Reflectivity Data. (Masters Thesis). Indian Institute of Science. Retrieved from http://etd.iisc.ac.in/handle/2005/389
Chicago Manual of Style (16th Edition):
Makkapati, Vishnu Vardhan. “Ultra High Compression For Weather Radar Reflectivity Data.” 2009. Masters Thesis, Indian Institute of Science. Accessed February 27, 2021.
http://etd.iisc.ac.in/handle/2005/389.
MLA Handbook (7th Edition):
Makkapati, Vishnu Vardhan. “Ultra High Compression For Weather Radar Reflectivity Data.” 2009. Web. 27 Feb 2021.
Vancouver:
Makkapati VV. Ultra High Compression For Weather Radar Reflectivity Data. [Internet] [Masters thesis]. Indian Institute of Science; 2009. [cited 2021 Feb 27].
Available from: http://etd.iisc.ac.in/handle/2005/389.
Council of Science Editors:
Makkapati VV. Ultra High Compression For Weather Radar Reflectivity Data. [Masters Thesis]. Indian Institute of Science; 2009. Available from: http://etd.iisc.ac.in/handle/2005/389

University of Adelaide
28.
Anderson, Nathan John.
Effects of the troposphere upon radio communications and implications for weather measurement.
Degree: 2018, University of Adelaide
URL: http://hdl.handle.net/2440/118192
► The aim of this research is to use observations of Very High Frequency (VHF) radio wave propagation to estimate the refractive index of air over…
(more)
▼ The aim of this research is to use observations of Very High Frequency (VHF) radio wave propagation to estimate the refractive index of air over a propagation path and subsequently the pressure, temperature, and water vapour. This can be accomplished by transmitting a known signal from one spatial location to another, and accurately timing the signal. The research develops methods for accomplishing the required measurements by means of a passive bistatic
radar setup with a cooperative target. Such an approach overcomes the timing problems that are normally associated with propagation measurements. A network of these measurements can then be assimilated into a numerical
weather prediction model, such as that used by the Australia Bureau of Meteorology, to increase
weather forecast capability. Importantly, this research develops novel techniques to relate the propagation of radio waves from
weather data. These techniques are important in their own right to identify true propagation paths.
Advisors/Committee Members: Ng, Brian (advisor), Coleman, Christopher (advisor), School of Electrical and Electronic Engineering (school).
Subjects/Keywords: Radio waves; propagation; refractivity; passive bistatic radar techniques; weather prediction models
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Anderson, N. J. (2018). Effects of the troposphere upon radio communications and implications for weather measurement. (Thesis). University of Adelaide. Retrieved from http://hdl.handle.net/2440/118192
Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation
Chicago Manual of Style (16th Edition):
Anderson, Nathan John. “Effects of the troposphere upon radio communications and implications for weather measurement.” 2018. Thesis, University of Adelaide. Accessed February 27, 2021.
http://hdl.handle.net/2440/118192.
Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation
MLA Handbook (7th Edition):
Anderson, Nathan John. “Effects of the troposphere upon radio communications and implications for weather measurement.” 2018. Web. 27 Feb 2021.
Vancouver:
Anderson NJ. Effects of the troposphere upon radio communications and implications for weather measurement. [Internet] [Thesis]. University of Adelaide; 2018. [cited 2021 Feb 27].
Available from: http://hdl.handle.net/2440/118192.
Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation
Council of Science Editors:
Anderson NJ. Effects of the troposphere upon radio communications and implications for weather measurement. [Thesis]. University of Adelaide; 2018. Available from: http://hdl.handle.net/2440/118192
Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

University of KwaZulu-Natal
29.
Gutsa, Tadiwanashe Simpson.
An assessment of radar, gauge and kriged gauge rainfall data in Free State, South Africa.
Degree: 2019, University of KwaZulu-Natal
URL: https://researchspace.ukzn.ac.za/handle/10413/18673
► In the last decades, flooding has caused significant damages and death in South Africa. Flooding is associated with heavy rainfall events which vary largely in…
(more)
▼ In the last decades, flooding has caused significant damages and death in South Africa. Flooding is associated with heavy rainfall events which vary largely in space and time. The forecast of such phenomena requires quality rainfall data to generate output with a reasonably high degree of confidence. This study aims to document the difference of rainfall estimates derived from
radar, rain gauge and a kriged rain gauge network. A review on the use of
weather radar in hydrological studies shows that there is an opportunity of using
radar estimates in near-real time flood forecasting and warning applications. The quality of
radar rainfall estimates is assessed using pluviometer rain gauges and a daily kriged rain gauge surface in the Vaalsub-catchment in the Free State, South Africa. The study uses data from the MRL5 S-band
radar located at Bethlehem and from rain gauges within
weather stations operated by South African
Weather Services (SAWS). The analysis assesses the effect of rainfall seasonality,
radar range dependencies and storm variation on the quality of estimated rainfall accumulations. In addition,gauge density is analysed to determine the effect it has on the performance of kriging estimation.During the research notable spatial rainfall variation and areas with quality
radar estimates have been identified. The results show that there exists a seasonal bias between
radar and rain gauge estimates with the
radar underestimating low intensity gauge rainfall pronouncedly during the winter rainfall events by an average of 31%. The underestimation of rainfall by the MRL5
radar increases as we move away from the
radar tower. During the summer rainfall events the
radar estimates are almost similar to point gauge estimates especially during late summer (February and March) .
Radar underestimation of winter rainfall is probably due to overshooting of the tops of stratiform rainfall by the
radar beam. Correlations are high between MRL5
radar and rain gauges during summer rainfall events ranging between 0.7 and 1. Results from this study provide information to guide on the application and selection of rainfall estimation techniques.
Advisors/Committee Members: Kumarasamy, Muthukrishna Vellaisamy. (advisor), Pegram, Geoffrey Guy Sinclair. (advisor).
Subjects/Keywords: Rain gauge.; Rainfall data.; Flooding.; Weather radar.; Hydrological studies.; Kriging.
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APA ·
Chicago ·
MLA ·
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APA (6th Edition):
Gutsa, T. S. (2019). An assessment of radar, gauge and kriged gauge rainfall data in Free State, South Africa. (Thesis). University of KwaZulu-Natal. Retrieved from https://researchspace.ukzn.ac.za/handle/10413/18673
Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation
Chicago Manual of Style (16th Edition):
Gutsa, Tadiwanashe Simpson. “An assessment of radar, gauge and kriged gauge rainfall data in Free State, South Africa.” 2019. Thesis, University of KwaZulu-Natal. Accessed February 27, 2021.
https://researchspace.ukzn.ac.za/handle/10413/18673.
Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation
MLA Handbook (7th Edition):
Gutsa, Tadiwanashe Simpson. “An assessment of radar, gauge and kriged gauge rainfall data in Free State, South Africa.” 2019. Web. 27 Feb 2021.
Vancouver:
Gutsa TS. An assessment of radar, gauge and kriged gauge rainfall data in Free State, South Africa. [Internet] [Thesis]. University of KwaZulu-Natal; 2019. [cited 2021 Feb 27].
Available from: https://researchspace.ukzn.ac.za/handle/10413/18673.
Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation
Council of Science Editors:
Gutsa TS. An assessment of radar, gauge and kriged gauge rainfall data in Free State, South Africa. [Thesis]. University of KwaZulu-Natal; 2019. Available from: https://researchspace.ukzn.ac.za/handle/10413/18673
Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

University of Melbourne
30.
Samarasekera, Senaka.
A Bayesian signal processing framework for dual polarized weather radar.
Degree: 2015, University of Melbourne
URL: http://hdl.handle.net/11343/112409
► Current Weather radar algorithms for rain micro-physical parameter estimation do not make optimal use of the micro-physical models that govern the rain drop states. This…
(more)
▼ Current Weather radar algorithms for rain micro-physical parameter estimation do not make optimal use of the micro-physical models that govern the rain drop states. This leads to an increased uncertainty at higher radar resolutions, and the underline assumptions of these models can be inconsistent. In this thesis, I design and implement a non-linear filter that estimates the static micro-physical parameters of rain using dual polarised radar returns.I model the radar returns as electromagnetic backscattering from random anisotropic medium, and introduce a likelihood function that enables joint estimation of the rain micro-physical parameters. I then look at identifiability constraints of this model and well-condition it using the Bayesian framework. The filter takes the form of a Rao-Blackwellized sequential Monte -Carlo sampler. The filter convergence is achieved with the use of independent Metropolis-Hasting move kernels and progressive correction. Application of the filter on rain-storm data suggests it can give higher resolution estimates at increased precision.
Subjects/Keywords: weather radar; micro-physical models; sequential Monte - Carlo sampler
Record Details
Similar Records
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Share »
Record Details
Similar Records
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Samarasekera, S. (2015). A Bayesian signal processing framework for dual polarized weather radar. (Doctoral Dissertation). University of Melbourne. Retrieved from http://hdl.handle.net/11343/112409
Chicago Manual of Style (16th Edition):
Samarasekera, Senaka. “A Bayesian signal processing framework for dual polarized weather radar.” 2015. Doctoral Dissertation, University of Melbourne. Accessed February 27, 2021.
http://hdl.handle.net/11343/112409.
MLA Handbook (7th Edition):
Samarasekera, Senaka. “A Bayesian signal processing framework for dual polarized weather radar.” 2015. Web. 27 Feb 2021.
Vancouver:
Samarasekera S. A Bayesian signal processing framework for dual polarized weather radar. [Internet] [Doctoral dissertation]. University of Melbourne; 2015. [cited 2021 Feb 27].
Available from: http://hdl.handle.net/11343/112409.
Council of Science Editors:
Samarasekera S. A Bayesian signal processing framework for dual polarized weather radar. [Doctoral Dissertation]. University of Melbourne; 2015. Available from: http://hdl.handle.net/11343/112409
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