FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W11973571> ?p ?o ?g. }

• W11973571 abstract "Rain nowcasting is an essential part of weather monitoring and it plays a vital role in human life ranging from advanced warning systems to schedule an open air game and planning a trip to a tourist place. A nowcasting system can be divided into three fundamental steps i.e. Storm Identification, Tracking and Nowcasting. The main contribution of this work is to propose procedures for each step of rain nowcasting tool and objectively evaluate the performances of every step, focusing on two-dimension data collected from short range X-band radars installed in different parts of Italy. This work presents the solution to the issues faced by the storm identification step of already developed tools such as TITAN (Thunderstorm Identification, Tracking, Analysis and Nowcasting) and SCIT(The Storm Cell Identification and Tracking) where a storm is contiguous area in radar observation exceeding in both radar reflectivity and area from certain reflectivity and areal threshold. The first issue is that the existing nowcasting tools are unable to choose a suitable initial reflectivity threshold. The second issue is that some of the nowcasting tools (i.e. TITAN, SCIT) are not able to isolate false merger. A false merger is a weak point which combines two or more storms into one storm. The third issue is that some of these tools (i.e. TITAN) are unable to identify high reflectivity sub-storms within a large storm called cluster of storms. Very little attention has been given to storm identification evaluation. Up to the best of our knowledge, automatic thresholding is introduced for the first time to handle the first issue while the second issue is solved by mathematical erosion. Third issue is solved by multi-thresholding. Up to the best of our knowledge, storm identification evaluation is introduced for the first time. Storm tracking step of the existing tools such as TITAN and SCIT use only up to two storm attributes i.e. center of mass and area, for tracking. There exists a room for the usage of more attributes for tracking. Also, the contribution of each attribute in storm tracking is yet to investigate. This paper presents a novel procedure called SALdEdA (Structure, Amplitude, Location, Eccentricity difference and Areal difference) for storm tracking. This work also presents the contribution of each component of SALdEdA in storm tracking. The second order exponential smoothing strategy is used for storm nowcasting where the growth and decay of each variable of interest is considered to be linear. The obtained results of all three steps are quite promising. The adopted techniques for automatic threshold calculation are assessed with a 97% goodness. False merger and sub-storms within a cluster of storms are successfully handled. Furthermore storm tracking procedure produced very good results with an accuracy of 99.34% for convective events and 100% for stratiform events. Results of the nowcasting step show that our system is quite good in predicting speed, direction and mean reflectivity of storms" @default.
• W11973571 created "2016-06-24" @default.
• W11973571 creator A5060373269 @default.
• W11973571 date "2015-01-01" @default.
• W11973571 modified "2023-09-23" @default.
• W11973571 title "Rain Nowcasting using Short Range X-Band Radar Observations and Automatic Water Monitoring over User specified Area" @default.
• W11973571 hasPublicationYear "2015" @default.
• W11973571 type Work @default.
• W11973571 sameAs 11973571 @default.
• W11973571 citedByCount "0" @default.
• W11973571 crossrefType "dissertation" @default.
• W11973571 hasAuthorship W11973571A5060373269 @default.
• W11973571 hasConcept C105306849 @default.
• W11973571 hasConcept C116834253 @default.
• W11973571 hasConcept C127413603 @default.
• W11973571 hasConcept C146978453 @default.
• W11973571 hasConcept C153294291 @default.
• W11973571 hasConcept C192932206 @default.
• W11973571 hasConcept C205649164 @default.
• W11973571 hasConcept C2781013037 @default.
• W11973571 hasConcept C41008148 @default.
• W11973571 hasConcept C50805821 @default.
• W11973571 hasConcept C554190296 @default.
• W11973571 hasConcept C59822182 @default.
• W11973571 hasConcept C62649853 @default.
• W11973571 hasConcept C76155785 @default.
• W11973571 hasConcept C80316258 @default.
• W11973571 hasConcept C86803240 @default.
• W11973571 hasConceptScore W11973571C105306849 @default.
• W11973571 hasConceptScore W11973571C116834253 @default.
• W11973571 hasConceptScore W11973571C127413603 @default.
• W11973571 hasConceptScore W11973571C146978453 @default.
• W11973571 hasConceptScore W11973571C153294291 @default.
• W11973571 hasConceptScore W11973571C192932206 @default.
• W11973571 hasConceptScore W11973571C205649164 @default.
• W11973571 hasConceptScore W11973571C2781013037 @default.
• W11973571 hasConceptScore W11973571C41008148 @default.
• W11973571 hasConceptScore W11973571C50805821 @default.
• W11973571 hasConceptScore W11973571C554190296 @default.
• W11973571 hasConceptScore W11973571C59822182 @default.
• W11973571 hasConceptScore W11973571C62649853 @default.
• W11973571 hasConceptScore W11973571C76155785 @default.
• W11973571 hasConceptScore W11973571C80316258 @default.
• W11973571 hasConceptScore W11973571C86803240 @default.
• W11973571 hasLocation W119735711 @default.
• W11973571 hasOpenAccess W11973571 @default.
• W11973571 hasPrimaryLocation W119735711 @default.
• W11973571 hasRelatedWork W1504188085 @default.
• W11973571 hasRelatedWork W1507982001 @default.
• W11973571 hasRelatedWork W1599162366 @default.
• W11973571 hasRelatedWork W161035346 @default.
• W11973571 hasRelatedWork W1665334954 @default.
• W11973571 hasRelatedWork W2125500086 @default.
• W11973571 hasRelatedWork W2126512096 @default.
• W11973571 hasRelatedWork W2281322919 @default.
• W11973571 hasRelatedWork W2328006908 @default.
• W11973571 hasRelatedWork W2473878056 @default.
• W11973571 hasRelatedWork W3103733985 @default.
• W11973571 hasRelatedWork W3111403161 @default.
• W11973571 hasRelatedWork W3113711264 @default.
• W11973571 hasRelatedWork W3122092312 @default.
• W11973571 hasRelatedWork W3125579163 @default.
• W11973571 hasRelatedWork W3130868088 @default.
• W11973571 hasRelatedWork W3201351850 @default.
• W11973571 hasRelatedWork W3204632865 @default.
• W11973571 hasRelatedWork W2094105823 @default.
• W11973571 hasRelatedWork W2985397695 @default.
• W11973571 isParatext "false" @default.
• W11973571 isRetracted "false" @default.
• W11973571 magId "11973571" @default.
• W11973571 workType "dissertation" @default.