{"id":"https://openalex.org/W4387761051","doi":"https://doi.org/10.1109/ipccc59175.2023.10253829","title":"An Artificial Neural Network Model for Mapping Extreme Precipitation Events","display_name":"An Artificial Neural Network Model for Mapping Extreme Precipitation Events","publication_year":2023,"publication_date":"2023-10-18","ids":{"openalex":"https://openalex.org/W4387761051","doi":"https://doi.org/10.1109/ipccc59175.2023.10253829"},"language":"en","primary_location":{"id":"doi:10.1109/ipccc59175.2023.10253829","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ipccc59175.2023.10253829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Performance, Computing, and Communications Conference (IPCCC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045630461","display_name":"Hela Hammami","orcid":"https://orcid.org/0000-0002-9371-1156"},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]},{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]}],"countries":["FR","TN"],"is_corresponding":true,"raw_author_name":"Hela Hammami","raw_affiliation_strings":["University of Montpellier, HydroSciences Lab, France University of Carthage, COSIM Laboratory Higher School of Communications of Tunis,Tunisia","University of Montpellier, HydroSciences Lab, France University of Carthage, COSIM Laboratory Higher School of Communications of Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Montpellier, HydroSciences Lab, France University of Carthage, COSIM Laboratory Higher School of Communications of Tunis,Tunisia","institution_ids":["https://openalex.org/I179097149","https://openalex.org/I19894307"]},{"raw_affiliation_string":"University of Montpellier, HydroSciences Lab, France University of Carthage, COSIM Laboratory Higher School of Communications of Tunis, Tunisia","institution_ids":["https://openalex.org/I179097149","https://openalex.org/I19894307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037164569","display_name":"Sadok Elasmi","orcid":null},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Sadok Elasmi","raw_affiliation_strings":["University of Carthage, COSIM Laboratory Higher School of Communications of Tunis,Tunisia","University of Carthage, COSIM Laboratory Higher School of Communications of Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Carthage, COSIM Laboratory Higher School of Communications of Tunis,Tunisia","institution_ids":["https://openalex.org/I179097149"]},{"raw_affiliation_string":"University of Carthage, COSIM Laboratory Higher School of Communications of Tunis, Tunisia","institution_ids":["https://openalex.org/I179097149"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5045630461"],"corresponding_institution_ids":["https://openalex.org/I179097149","https://openalex.org/I19894307"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12784598,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.972100019454956,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.972100019454956,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11186","display_name":"Hydrology and Drought Analysis","score":0.9505000114440918,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9212999939918518,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7378674745559692},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6566133499145508},{"id":"https://openalex.org/keywords/precipitation","display_name":"Precipitation","score":0.6128908395767212},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.5384791493415833},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5367060899734497},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5204099416732788},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3323647975921631},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30863165855407715},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1621077060699463},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.15950587391853333},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.06328597664833069}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7378674745559692},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6566133499145508},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.6128908395767212},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.5384791493415833},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5367060899734497},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5204099416732788},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3323647975921631},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30863165855407715},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1621077060699463},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.15950587391853333},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.06328597664833069},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ipccc59175.2023.10253829","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ipccc59175.2023.10253829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Performance, Computing, and Communications Conference (IPCCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W179208293","https://openalex.org/W1500657154","https://openalex.org/W4212863985","https://openalex.org/W4291972735","https://openalex.org/W6842102802"],"related_works":["https://openalex.org/W2566006169","https://openalex.org/W2770234245","https://openalex.org/W2987774938","https://openalex.org/W632915154","https://openalex.org/W4229499248","https://openalex.org/W4378874356","https://openalex.org/W2369811061","https://openalex.org/W3089997100","https://openalex.org/W620798607","https://openalex.org/W1607147593"],"abstract_inverted_index":{"Mapping":[0],"extreme":[1,51],"precipitation":[2,20],"events":[3],"is":[4,57,67],"crucial":[5],"for":[6,49],"identifying":[7],"high-risk":[8,50],"areas":[9],"and":[10,18,30],"implementing":[11],"effective":[12],"risk":[13],"management.":[14],"However,":[15],"modeling":[16],"heterogeneous":[17],"nonlinear":[19],"patterns":[21],"can":[22],"be":[23],"challenging.":[24],"Because":[25],"of":[26,36],"its":[27,75],"processing":[28],"capacity":[29],"pattern":[31],"recognition":[32],"skills,":[33],"the":[34],"deployment":[35],"an":[37],"artificial":[38],"neural":[39],"network":[40],"(ANN)":[41],"in":[42,64],"this":[43],"context":[44],"presents":[45],"a":[46,60],"promising":[47],"alternative":[48],"rainfall":[52,79],"area":[53,63],"mapping.":[54],"Our":[55],"model":[56],"applied":[58],"to":[59,69,74,77],"rural,":[61],"semi-arid":[62],"Tunisia":[65],"that":[66],"prone":[68],"particularly":[70],"violent":[71],"floods":[72],"due":[73],"vulnerability":[76],"heavy":[78],"events.":[80]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}