{"id":"https://openalex.org/W1557607287","doi":"https://doi.org/10.1109/sas.2015.7133593","title":"How could sensor networks help with agricultural water management issues? Optimizing irrigation scheduling through networked soil-moisture sensors","display_name":"How could sensor networks help with agricultural water management issues? Optimizing irrigation scheduling through networked soil-moisture sensors","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W1557607287","doi":"https://doi.org/10.1109/sas.2015.7133593","mag":"1557607287"},"language":"en","primary_location":{"id":"doi:10.1109/sas.2015.7133593","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sas.2015.7133593","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Sensors Applications Symposium (SAS)","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/A5109073862","display_name":"Mark Rivers","orcid":null},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Mark Rivers","raw_affiliation_strings":["Institute of Agriculture University of Western Australia, Perth, Australia","[Institute of Agriculture University of Western Australia, Perth, Australia]"],"affiliations":[{"raw_affiliation_string":"Institute of Agriculture University of Western Australia, Perth, Australia","institution_ids":["https://openalex.org/I177877127"]},{"raw_affiliation_string":"[Institute of Agriculture University of Western Australia, Perth, Australia]","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036014016","display_name":"Neil Coles","orcid":"https://orcid.org/0000-0003-0289-4098"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Neil Coles","raw_affiliation_strings":["Institute of Agriculture University of Western Australia, Perth, Australia","[Institute of Agriculture University of Western Australia, Perth, Australia]"],"affiliations":[{"raw_affiliation_string":"Institute of Agriculture University of Western Australia, Perth, Australia","institution_ids":["https://openalex.org/I177877127"]},{"raw_affiliation_string":"[Institute of Agriculture University of Western Australia, Perth, Australia]","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064264477","display_name":"Huma Zia","orcid":"https://orcid.org/0000-0001-9032-5981"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Huma Zia","raw_affiliation_strings":["Electronics and Computer Science University of Southampton, Southampton, United Kingdom","[Electronics and Computer Science, University of Southampton Southampton, United Kingdom]"],"affiliations":[{"raw_affiliation_string":"Electronics and Computer Science University of Southampton, Southampton, United Kingdom","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"[Electronics and Computer Science, University of Southampton Southampton, United Kingdom]","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016015160","display_name":"Nick Harris","orcid":null},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nick R. Harris","raw_affiliation_strings":["Electronics and Computer Science University of Southampton, Southampton, United Kingdom","[Electronics and Computer Science, University of Southampton Southampton, United Kingdom]"],"affiliations":[{"raw_affiliation_string":"Electronics and Computer Science University of Southampton, Southampton, United Kingdom","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"[Electronics and Computer Science, University of Southampton Southampton, United Kingdom]","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042136354","display_name":"Richard Yates","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Richard Yates","raw_affiliation_strings":["Harvey Water, Harvey, Australia"],"affiliations":[{"raw_affiliation_string":"Harvey Water, Harvey, Australia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5109073862"],"corresponding_institution_ids":["https://openalex.org/I177877127"],"apc_list":null,"apc_paid":null,"fwci":2.1009,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.85324002,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9951000213623047,"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/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9951000213623047,"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/T11404","display_name":"Irrigation Practices and Water Management","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10969","display_name":"Water resources management and optimization","score":0.9771999716758728,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/irrigation","display_name":"Irrigation","score":0.7027737498283386},{"id":"https://openalex.org/keywords/irrigation-scheduling","display_name":"Irrigation scheduling","score":0.6475921273231506},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6442598700523376},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.625824511051178},{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.6003393530845642},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.5822017788887024},{"id":"https://openalex.org/keywords/water-resources","display_name":"Water resources","score":0.523515522480011},{"id":"https://openalex.org/keywords/deficit-irrigation","display_name":"Deficit irrigation","score":0.5115247964859009},{"id":"https://openalex.org/keywords/water-resource-management","display_name":"Water resource management","score":0.4667271673679352},{"id":"https://openalex.org/keywords/water-conservation","display_name":"Water conservation","score":0.4660932123661041},{"id":"https://openalex.org/keywords/irrigation-management","display_name":"Irrigation management","score":0.43996211886405945},{"id":"https://openalex.org/keywords/farm-water","display_name":"Farm water","score":0.4340093433856964},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3751637637615204},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.22540980577468872},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2159947156906128},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11431142687797546},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.09087899327278137},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.08087363839149475}],"concepts":[{"id":"https://openalex.org/C88862950","wikidata":"https://www.wikidata.org/wiki/Q11453","display_name":"Irrigation","level":2,"score":0.7027737498283386},{"id":"https://openalex.org/C2777589951","wikidata":"https://www.wikidata.org/wiki/Q6073845","display_name":"Irrigation scheduling","level":3,"score":0.6475921273231506},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6442598700523376},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.625824511051178},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.6003393530845642},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.5822017788887024},{"id":"https://openalex.org/C153823671","wikidata":"https://www.wikidata.org/wiki/Q1049799","display_name":"Water resources","level":2,"score":0.523515522480011},{"id":"https://openalex.org/C195092306","wikidata":"https://www.wikidata.org/wiki/Q3777161","display_name":"Deficit irrigation","level":4,"score":0.5115247964859009},{"id":"https://openalex.org/C524765639","wikidata":"https://www.wikidata.org/wiki/Q1501619","display_name":"Water resource management","level":1,"score":0.4667271673679352},{"id":"https://openalex.org/C110158866","wikidata":"https://www.wikidata.org/wiki/Q1462136","display_name":"Water conservation","level":3,"score":0.4660932123661041},{"id":"https://openalex.org/C112077630","wikidata":"https://www.wikidata.org/wiki/Q2623678","display_name":"Irrigation management","level":3,"score":0.43996211886405945},{"id":"https://openalex.org/C176205827","wikidata":"https://www.wikidata.org/wiki/Q5435593","display_name":"Farm water","level":4,"score":0.4340093433856964},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3751637637615204},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.22540980577468872},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2159947156906128},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11431142687797546},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.09087899327278137},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.08087363839149475},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/sas.2015.7133593","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sas.2015.7133593","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Sensors Applications Symposium (SAS)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/46ae0185-cfe8-4054-a4cb-1dd499d5cdaa","is_oa":false,"landing_page_url":"https://research-repository.uwa.edu.au/en/publications/46ae0185-cfe8-4054-a4cb-1dd499d5cdaa","pdf_url":null,"source":{"id":"https://openalex.org/S4306402523","display_name":"UWA Profiles and Research Repository (University of Western Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Rivers , M , Coles , N , Zia , H , Harris , N R &amp; Yates , R 2015 , How could sensor networks help with agricultural water management issues? Optimizing irrigation scheduling through networked soil-moisture sensors . in SAS 2015 - 2015 IEEE Sensors Applications Symposium, Proceedings . vol. N/A , pp. 1-6 , 2015 IEEE Sensors Applications Symposium (SAS) , Kolovare , Croatia , 13/04/15 . https://doi.org/10.1109/SAS.2015.7133593","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W64991062","https://openalex.org/W104665575","https://openalex.org/W1492727258","https://openalex.org/W1964726610","https://openalex.org/W2146825556","https://openalex.org/W2507906162","https://openalex.org/W6602547294","https://openalex.org/W6681895342"],"related_works":["https://openalex.org/W4385071250","https://openalex.org/W2790016909","https://openalex.org/W4320717546","https://openalex.org/W2181545749","https://openalex.org/W4312290251","https://openalex.org/W4312990783","https://openalex.org/W2035159297","https://openalex.org/W2060715995","https://openalex.org/W181966067","https://openalex.org/W2373434373"],"abstract_inverted_index":{"Irrigated":[0],"agriculture":[1,67],"provides":[2],"40%":[3],"of":[4,10,17,34,47,71,79,92,114,133,139,207],"the":[5,11,35,39,44,123,140,143,172,215],"World's":[6],"food":[7,45],"from":[8,52],"20%":[9],"agricultural":[12],"land":[13,58],"but":[14],"uses":[15],"70%":[16],"all":[18],"global":[19],"freshwater":[20],"withdrawals.":[21],"However,":[22],"even":[23,56],"supposedly":[24],"efficient":[25],"and":[26,68,94,108,110,151,174,186],"well-managed":[27],"irrigation":[28,96,127,160,184,216],"systems":[29,97,121,128,161],"waste":[30],"up":[31,208],"to":[32,38,162,195,203,209],"50%":[33],"water":[36,74,131,205],"applied":[37],"crops":[40],"under":[41],"them.":[42],"Meeting":[43],"needs":[46],"an":[48],"increasing":[49],"world":[50],"population":[51],"a":[53,84,90,102],"static":[54],"or":[55],"decreasing":[57],"base":[59],"will,":[60],"therefore":[61],"require":[62],"improved":[63],"efficiencies":[64],"in":[65,104,112,178,180],"irrigated":[66],"better":[69,189],"use":[70],"these":[72,159],"finite":[73],"resources.":[75],"The":[76,136],"first":[77],"part":[78,138],"this":[80],"paper":[81,141],"reports":[82],"on":[83],"field-based":[85],"research":[86],"project":[87],"which":[88,98,153,167,175],"examined":[89],"suite":[91],"conventional":[93,124],"alternative":[95],"were":[99],"installed":[100],"at":[101,149,214],"farm":[103,150],"south":[105],"west":[106],"Australia":[107],"assessed":[109],"compared":[111],"terms":[113],"their":[115],"Water":[116,145],"Use":[117,146],"Efficiency.":[118],"All":[119],"\u201calternative\u201d":[120],"outperformed":[122],"surface":[125],"(flood)":[126],"with":[129],"comparative":[130],"savings":[132,206],"around":[134],"50%.":[135],"second":[137],"assesses":[142],"potential":[144],"Efficiency":[147],"improvements":[148],"system-scales":[152],"could":[154],"be":[155],"achieved":[156],"through":[157],"linking":[158],"wireless":[163],"soil-moisture":[164],"sensor":[165],"networks":[166],"are":[168,176],"being":[169],"developed":[170],"by":[171,188],"authors":[173],"reported":[177],"detail":[179],"associate":[181],"papers.":[182],"Improving":[183],"scheduling":[185],"management":[187],"(and,":[190],"where":[191],"appropriate,":[192],"automatic)":[193],"links":[194],"near":[196],"real-time":[197],"soil":[198],"moisture":[199],"data":[200],"is":[201],"shown":[202],"produce":[204],"30":[210],"GL":[211],"per":[212],"year":[213],"system":[217],"scale.":[218]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
