{"id":"https://openalex.org/W2587597987","doi":"https://doi.org/10.1109/wf-iot.2016.7845411","title":"Harnessing the flow of ecological data across networks, middleware, and applications","display_name":"Harnessing the flow of ecological data across networks, middleware, and applications","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2587597987","doi":"https://doi.org/10.1109/wf-iot.2016.7845411","mag":"2587597987"},"language":"en","primary_location":{"id":"doi:10.1109/wf-iot.2016.7845411","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wf-iot.2016.7845411","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 3rd World Forum on Internet of Things (WF-IoT)","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/A5022620088","display_name":"Jiannan Zhai","orcid":"https://orcid.org/0000-0001-5341-3253"},"institutions":[{"id":"https://openalex.org/I63772739","display_name":"Florida Atlantic University","ror":"https://ror.org/05p8w6387","country_code":"US","type":"education","lineage":["https://openalex.org/I63772739"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jiannan Zhai","raw_affiliation_strings":["Institute for Sensing &amp; Embedded Network Systems Engineering, Florida Atlantic University, Boca Raton, FL USA 33433"],"affiliations":[{"raw_affiliation_string":"Institute for Sensing &amp; Embedded Network Systems Engineering, Florida Atlantic University, Boca Raton, FL USA 33433","institution_ids":["https://openalex.org/I63772739"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chuck Cook","orcid":null},"institutions":[{"id":"https://openalex.org/I8078737","display_name":"Clemson University","ror":"https://ror.org/037s24f05","country_code":"US","type":"education","lineage":["https://openalex.org/I8078737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chuck Cook","raw_affiliation_strings":["Clemson University, Clemson, SC USA 29634"],"affiliations":[{"raw_affiliation_string":"Clemson University, Clemson, SC USA 29634","institution_ids":["https://openalex.org/I8078737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111576533","display_name":"Garry Smith","orcid":null},"institutions":[{"id":"https://openalex.org/I8078737","display_name":"Clemson University","ror":"https://ror.org/037s24f05","country_code":"US","type":"education","lineage":["https://openalex.org/I8078737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"G. Cullum Smith","raw_affiliation_strings":["Clemson University, Clemson, SC USA 29634"],"affiliations":[{"raw_affiliation_string":"Clemson University, Clemson, SC USA 29634","institution_ids":["https://openalex.org/I8078737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048552940","display_name":"Vamsi Krishna Gondi","orcid":null},"institutions":[{"id":"https://openalex.org/I8078737","display_name":"Clemson University","ror":"https://ror.org/037s24f05","country_code":"US","type":"education","lineage":["https://openalex.org/I8078737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vamsi Gondi","raw_affiliation_strings":["Clemson University, Clemson, SC USA 29634"],"affiliations":[{"raw_affiliation_string":"Clemson University, Clemson, SC USA 29634","institution_ids":["https://openalex.org/I8078737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029268835","display_name":"Jason O. Hallstrom","orcid":"https://orcid.org/0000-0002-4728-6099"},"institutions":[{"id":"https://openalex.org/I63772739","display_name":"Florida Atlantic University","ror":"https://ror.org/05p8w6387","country_code":"US","type":"education","lineage":["https://openalex.org/I63772739"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason O. Hallstrom","raw_affiliation_strings":["Institute for Sensing &amp; Embedded Network Systems Engineering, Florida Atlantic University, Boca Raton, FL USA 33433"],"affiliations":[{"raw_affiliation_string":"Institute for Sensing &amp; Embedded Network Systems Engineering, Florida Atlantic University, Boca Raton, FL USA 33433","institution_ids":["https://openalex.org/I63772739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109984776","display_name":"Christopher J. Post","orcid":null},"institutions":[{"id":"https://openalex.org/I8078737","display_name":"Clemson University","ror":"https://ror.org/037s24f05","country_code":"US","type":"education","lineage":["https://openalex.org/I8078737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Post","raw_affiliation_strings":["Clemson University, Clemson, SC USA 29634"],"affiliations":[{"raw_affiliation_string":"Clemson University, Clemson, SC USA 29634","institution_ids":["https://openalex.org/I8078737"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083471656","display_name":"Gene Eidson","orcid":null},"institutions":[{"id":"https://openalex.org/I8078737","display_name":"Clemson University","ror":"https://ror.org/037s24f05","country_code":"US","type":"education","lineage":["https://openalex.org/I8078737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gene W. Eidson","raw_affiliation_strings":["Clemson University, Clemson, SC USA 29634"],"affiliations":[{"raw_affiliation_string":"Clemson University, Clemson, SC USA 29634","institution_ids":["https://openalex.org/I8078737"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5022620088"],"corresponding_institution_ids":["https://openalex.org/I63772739"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20742444,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":null,"first_page":"129","last_page":"134"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/middleware","display_name":"Middleware (distributed applications)","score":0.7190122604370117},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7079945802688599},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.586595892906189},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.5747278928756714},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4446547329425812},{"id":"https://openalex.org/keywords/water-resources","display_name":"Water resources","score":0.4419766366481781},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3144042491912842},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2295733094215393},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.13238295912742615},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.12044212222099304}],"concepts":[{"id":"https://openalex.org/C169468491","wikidata":"https://www.wikidata.org/wiki/Q146923","display_name":"Middleware (distributed applications)","level":2,"score":0.7190122604370117},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7079945802688599},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.586595892906189},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.5747278928756714},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4446547329425812},{"id":"https://openalex.org/C153823671","wikidata":"https://www.wikidata.org/wiki/Q1049799","display_name":"Water resources","level":2,"score":0.4419766366481781},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3144042491912842},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2295733094215393},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.13238295912742615},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.12044212222099304},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wf-iot.2016.7845411","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wf-iot.2016.7845411","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 3rd World Forum on Internet of Things (WF-IoT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation","score":0.75}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W317521241","https://openalex.org/W1662911496","https://openalex.org/W1971750044","https://openalex.org/W1986805195","https://openalex.org/W1998993025","https://openalex.org/W2030299047","https://openalex.org/W2032728801","https://openalex.org/W2045875901","https://openalex.org/W2056626581","https://openalex.org/W2069903632","https://openalex.org/W2090235425","https://openalex.org/W2098143839","https://openalex.org/W2100592677","https://openalex.org/W2103828746","https://openalex.org/W2108481447","https://openalex.org/W2113118523","https://openalex.org/W2117520883","https://openalex.org/W2134156042","https://openalex.org/W2143354768","https://openalex.org/W2152444801","https://openalex.org/W2158113510","https://openalex.org/W3160254190","https://openalex.org/W4245685877","https://openalex.org/W6637183788","https://openalex.org/W6682341746"],"related_works":["https://openalex.org/W2120447654","https://openalex.org/W2977179488","https://openalex.org/W2144453115","https://openalex.org/W2128223750","https://openalex.org/W4238532390","https://openalex.org/W2188872161","https://openalex.org/W2961779879","https://openalex.org/W797688974","https://openalex.org/W2002978035","https://openalex.org/W2209382646"],"abstract_inverted_index":{"Water":[0,14],"is":[1,15,141],"an":[2,68],"essential":[3],"resource,":[4],"playing":[5],"a":[6,17,91,97],"vital":[7],"role":[8],"in":[9,38],"almost":[10],"all":[11],"human":[12],"activities.":[13],"also":[16],"scarce":[18],"resource.":[19],"Population":[20],"growth,":[21],"industrialization,":[22],"and":[23,79,105,116,121,128,133,147,169],"climate":[24],"change":[25],"pose":[26,50],"significant":[27],"threats,":[28],"necessitating":[29],"on":[30,102,144],"real-time":[31,109],"monitoring":[32,45,71],"of":[33,64,81,118,130,161],"water":[34,82],"resources.":[35,83],"Recent":[36],"developments":[37],"wireless":[39,93],"sensor":[40,119,131],"networks":[41,49],"have":[42],"made":[43],"such":[44],"possible,":[46],"but":[47],"the":[48,61,113,126,142,156,159,166],"numerous":[51],"challenges":[52,160],"when":[53],"deployed":[54],"heterogenously":[55],"at":[56],"watershed":[57],"scales.":[58],"We":[59],"present":[60],"detailed":[62],"architecture":[63,86],"Savannah":[65],"River":[66],"Macroscope,":[67],"end-to-end":[69],"ecological":[70],"system":[72,85,134,148,157,167],"designed":[73],"to":[74,175],"support":[75],"large":[76],"scale":[77],"research":[78],"management":[80,127],"The":[84],"spans":[87],"four":[88],"layers:":[89],"(i)":[90],"custom":[92],"sensing":[94,99],"platform;":[95],"(ii)":[96],"multi-tier":[98],"fabric":[100],"based":[101],"WiFi,":[103],"cellular,":[104],"mesh-networking":[106],"technologies;":[107],"(iii)":[108],"streaming":[110],"middleware":[111],"for":[112,125],"processing,":[114],"annotation,":[115],"archival":[117],"data;":[120],"(iv)":[122],"front-end":[123],"applications":[124],"visualization":[129],"observations":[132],"health":[135],"information.":[136],"Unique":[137],"among":[138],"existing":[139],"implementations":[140],"emphasis":[143],"data":[145],"semantics":[146],"configurability.":[149],"In":[150],"this":[151],"paper,":[152],"we":[153],"describe":[154],"how":[155],"meets":[158],"large-scale":[162],"hydrological":[163],"sensing,":[164],"detail":[165],"architecture,":[168],"evaluate":[170],"its":[171],"performance":[172],"with":[173],"respect":[174],"current":[176],"deployments.":[177]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
