{"id":"https://openalex.org/W2157294617","doi":"https://doi.org/10.1145/2185677.2185679","title":"In-situ soil moisture sensing","display_name":"In-situ soil moisture sensing","publication_year":2012,"publication_date":"2012-04-16","ids":{"openalex":"https://openalex.org/W2157294617","doi":"https://doi.org/10.1145/2185677.2185679","mag":"2157294617"},"language":"en","primary_location":{"id":"doi:10.1145/2185677.2185679","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2185677.2185679","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th international conference on Information Processing in Sensor Networks","raw_type":"proceedings-article"},"type":"conference-paper","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/A5110424958","display_name":"Xiaopei Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaopei Wu","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101967011","display_name":"Mingyan Liu","orcid":"https://orcid.org/0000-0003-3295-9200"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mingyan Liu","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":91,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9995999932289124,"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/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/computer-science","display_name":"Computer science","score":0.5927867889404297},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.5703327655792236},{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.5048571228981018},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.49956750869750977},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.46530184149742126},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4599572420120239},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4541350305080414},{"id":"https://openalex.org/keywords/moisture","display_name":"Moisture","score":0.43980398774147034},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.4369748830795288},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.4305139482021332},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.42842933535575867},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.41987839341163635},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3917376697063446},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.35390734672546387},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.30769333243370056},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18747368454933167},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13199371099472046},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.13159742951393127},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.12463140487670898},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.12388917803764343},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.10534614324569702},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.08897155523300171},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08402106165885925}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5927867889404297},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.5703327655792236},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.5048571228981018},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.49956750869750977},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.46530184149742126},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4599572420120239},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4541350305080414},{"id":"https://openalex.org/C176864760","wikidata":"https://www.wikidata.org/wiki/Q217651","display_name":"Moisture","level":2,"score":0.43980398774147034},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.4369748830795288},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.4305139482021332},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.42842933535575867},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.41987839341163635},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3917376697063446},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.35390734672546387},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.30769333243370056},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18747368454933167},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13199371099472046},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.13159742951393127},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.12463140487670898},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.12388917803764343},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.10534614324569702},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.08897155523300171},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08402106165885925},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2185677.2185679","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2185677.2185679","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th international conference on Information Processing in Sensor Networks","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W158205031","https://openalex.org/W1973162763","https://openalex.org/W1976364616","https://openalex.org/W1999257955","https://openalex.org/W2003688737","https://openalex.org/W2004905503","https://openalex.org/W2028329278","https://openalex.org/W2044270729","https://openalex.org/W2050834445","https://openalex.org/W2075283562","https://openalex.org/W2076665288","https://openalex.org/W2082794610","https://openalex.org/W2091165295","https://openalex.org/W2095978736","https://openalex.org/W2097323375","https://openalex.org/W2100068253","https://openalex.org/W2122315118","https://openalex.org/W2123241700","https://openalex.org/W2123651102","https://openalex.org/W2127271355","https://openalex.org/W2129131372","https://openalex.org/W2129638195","https://openalex.org/W2130403046","https://openalex.org/W2137940385","https://openalex.org/W2145096794","https://openalex.org/W2148469899","https://openalex.org/W2155349500","https://openalex.org/W2158411847","https://openalex.org/W2296616510","https://openalex.org/W2400972628","https://openalex.org/W2478857688","https://openalex.org/W2803670972","https://openalex.org/W4250955649","https://openalex.org/W6651172468"],"related_works":["https://openalex.org/W2158224665","https://openalex.org/W2379589510","https://openalex.org/W2810730439","https://openalex.org/W4300044672","https://openalex.org/W1881631164","https://openalex.org/W2358292267","https://openalex.org/W2378166785","https://openalex.org/W1964277756","https://openalex.org/W2465351041","https://openalex.org/W1976264255"],"abstract_inverted_index":{"We":[0,124,137],"consider":[1],"the":[2,37,51,68,73,96,101,106,113,151,200],"problem":[3,85],"of":[4,13,70,83,133],"monitoring":[5],"soil":[6,134,175,201],"moisture":[7,41,135,176,202],"evolution":[8],"using":[9],"a":[10,77,126,185],"wireless":[11],"network":[12],"in-situ":[14],"underground":[15],"sensors.":[16],"To":[17],"reduce":[18],"cost":[19],"and":[20,32,56,76,153,178,181,207],"prolong":[21],"lifetime,":[22],"it":[23,87],"is":[24,169,195],"highly":[25,88],"desirable":[26],"to":[27,60,90,121,149],"rely":[28],"on":[29,171],"fewer":[30],"measurements":[31],"estimate":[33],"with":[34,112,156,162,184,204],"higher":[35],"accuracy":[36,206],"original":[38],"signal":[39,103,152],"(soil":[40],"temporal":[42],"evolution).":[43],"In":[44],"this":[45,61,140],"paper":[46],"we":[47],"explore":[48],"results":[49,190],"from":[50],"compressive":[52],"sensing":[53],"(CS)":[54],"literature":[55],"examine":[57],"their":[58],"applicability":[59],"problem.":[62],"Our":[63,189],"main":[64],"challenge":[65],"lies":[66],"in":[67,198],"selection":[69],"two":[71,115],"matrices,":[72,93],"measurement":[74,157],"matrix":[75],"representation":[78,127],"basis.":[79],"The":[80],"physical":[81,164],"constraints":[82],"our":[84,163,193],"make":[86],"non-trivial":[89],"select":[91],"these":[92],"so":[94],"that":[95,139,159,192],"latter":[97],"can":[98],"sufficient":[99],"sparsify":[100,150],"underlying":[102],"while":[104],"at":[105],"same":[107],"time":[108],"be":[109],"sufficiently":[110],"incoherent":[111],"former,":[114],"common":[116],"pre-conditions":[117],"for":[118],"CS":[119],"techniques":[120],"work":[122],"well.":[123],"construct":[125],"basis":[128,141],"by":[129],"exploiting":[130],"unique":[131],"features":[132],"evolution.":[136],"show":[138],"attains":[142],"very":[143],"good":[144],"tradeoff":[145],"between":[146],"its":[147,154],"ability":[148],"incoherence":[155],"matrices":[158],"are":[160],"consistent":[161],"constraints.":[165],"Extensive":[166],"numerical":[167],"evaluation":[168],"performed":[170],"both":[172],"real,":[173],"high-resolution":[174],"data":[177],"simulated":[179],"data,":[180],"through":[182],"comparison":[183],"closed-loop":[186],"scheduling":[187],"approach.":[188],"demonstrate":[191],"approach":[194],"extremely":[196],"effective":[197],"reconstructing":[199],"process":[203],"high":[205],"low":[208],"sampling":[209],"rate.":[210]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":17},{"year":2014,"cited_by_count":15},{"year":2013,"cited_by_count":16},{"year":2012,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}