{"id":"https://openalex.org/W211728152","doi":null,"title":"The Final Frontier: Embedding Networked Sensors in the Soil - eScholarship","display_name":"The Final Frontier: Embedding Networked Sensors in the Soil - eScholarship","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W211728152","mag":"211728152"},"language":"en","primary_location":{"id":"mag:211728152","doi":null,"is_oa":false,"landing_page_url":"https://escholarship.org/content/qt28v8b7c9/qt28v8b7c9.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","indexed_in":[],"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/A5051646683","display_name":"Nithya Ramanathan","orcid":"https://orcid.org/0000-0001-6807-5074","observed_orcids":["https://orcid.org/0000-0001-6807-5074"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nithya Ramanathan","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-6807-5074","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004250911","display_name":"Thomas Schoellhammer","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"T. Schoellhammer","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051587086","display_name":"Deborah L. Estrin","orcid":"https://orcid.org/0000-0001-6477-0096","observed_orcids":["https://orcid.org/0000-0001-6477-0096"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Deborah Estrin","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-6477-0096","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080973649","display_name":"Mark H Hansen","orcid":"https://orcid.org/0000-0001-9210-6387","observed_orcids":["https://orcid.org/0000-0001-9210-6387"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mark Hansen","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-9210-6387","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112597846","display_name":"Trevor Harmon","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Trevor Harmon","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046950574","display_name":"Eddie Kohler","orcid":"https://orcid.org/0000-0003-2027-0035","observed_orcids":["https://orcid.org/0000-0003-2027-0035"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eddie Kohler","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-2027-0035","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5074563122","display_name":"Mani B. Srivastava","orcid":"https://orcid.org/0000-0002-3782-9192","observed_orcids":["https://orcid.org/0000-0002-3782-9192"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mani Srivastava","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-3782-9192","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.03907828,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.3513000011444092,"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":0.3513000011444092,"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/T10616","display_name":"Smart Agriculture and AI","score":0.2660999894142151,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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/T14353","display_name":"Wireless Sensor Networks for Data Analysis","score":0.1454000025987625,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/soil-sensors","display_name":"soil sensors","score":0.7239999771118164},{"id":"https://openalex.org/keywords/wireless-sensor-networks","display_name":"wireless sensor networks","score":0.8199999928474426},{"id":"https://openalex.org/keywords/sensor-network-deployment","display_name":"sensor network deployment","score":0.5109999775886536},{"id":"https://openalex.org/keywords/mica2","display_name":"MICA2","score":0.8240000009536743},{"id":"https://openalex.org/keywords/soil-chemistry","display_name":"soil chemistry","score":0.6039999723434448},{"id":"https://openalex.org/keywords/diurnal-cycle","display_name":"diurnal cycle","score":0.8100000023841858},{"id":"https://openalex.org/keywords/san-joaquin-river-basin","display_name":"San Joaquin River Basin","score":0.8180000185966492},{"id":"https://openalex.org/keywords/bangladesh","display_name":"Bangladesh","score":0.41600000858306885}],"concepts":[{"id":"https://openalex.org/C174030287","wikidata":"https://www.wikidata.org/wiki/Q7414381","display_name":"San Joaquin","level":2,"score":0.8606204986572266},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.8028290271759033},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6368216872215271},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46048200130462646},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.4545530378818512},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.442763090133667},{"id":"https://openalex.org/C2778571376","wikidata":"https://www.wikidata.org/wiki/Q1355821","display_name":"Frontier","level":2,"score":0.43354275822639465},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.42270663380622864},{"id":"https://openalex.org/C524765639","wikidata":"https://www.wikidata.org/wiki/Q1501619","display_name":"Water resource management","level":1,"score":0.3832699656486511},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.346657931804657},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18052178621292114},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16618585586547852},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15418943762779236},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.1492406725883484},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08307957649230957},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:211728152","doi":null,"is_oa":false,"landing_page_url":"https://escholarship.org/content/qt28v8b7c9/qt28v8b7c9.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7605999708175659,"id":"https://metadata.un.org/sdg/15","display_name":"Life on land"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2765905714","https://openalex.org/W7095795685","https://openalex.org/W2127635977","https://openalex.org/W7096152628","https://openalex.org/W2137940385","https://openalex.org/W1980433047","https://openalex.org/W2736426424","https://openalex.org/W3011962310","https://openalex.org/W2120264281","https://openalex.org/W2343764389"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"the":[3,14,34,39,67,78,93,113,120,131],"first":[4],"systematic":[5],"design":[6],"of":[7,126],"a":[8,97,102,115],"robust":[9],"sensing":[10,105],"system":[11,106],"suited":[12],"for":[13,65],"challenges":[15],"presented":[16],"by":[17],"soil":[18,23,53,87,127,156],"environments.":[19],"We":[20,44,55],"describe":[21],"three":[22],"deployments":[24],"we":[25],"have":[26,142],"undertaken:":[27],"in":[28,31,38,51,110,130,154],"Bangladesh,":[29],"and":[30,37,48,61,86,112,123],"California":[32],"at":[33,92],"James":[35,94],"Reserve":[36],"San":[40,132],"Joaquin":[41,133],"River":[42,134],"basin.":[43,135],"discuss":[45],"our":[46,63],"experiences":[47],"lessons":[49],"learned":[50],"deploying":[52],"sensors.":[54],"present":[56],"data":[57],"from":[58,70,101],"each":[59],"deployment":[60],"evaluate":[62],"techniques":[64,82,137],"improving":[66],"information":[68,140],"yield":[69,100,141],"these":[71],"systems.":[72],"Our":[73,136],"most":[74],"notable":[75],"results":[76],"include":[77],"following:":[79],"in-situ":[80,124],"calibration":[81,89,125],"to":[83,138,145],"postpone":[84],"labor-intensive":[85],"disruptive":[88],"events":[90],"developed":[91],"Reserve;":[95],"achieving":[96],"91%":[98],"network":[99],"Mica2":[103],"wireless":[104],"without":[107],"end-to-end":[108],"reliability":[109],"Bangladesh;":[111],"javelin,":[114],"new":[116],"platform":[117],"that":[118],"facilitates":[119],"deployment,":[121],"replacement":[122],"sensors,":[128],"deployed":[129],"increase":[139],"already":[143],"led":[144],"scientifically":[146],"promising":[147],"results,":[148],"including":[149],"previously":[150],"unexpected":[151],"diurnal":[152],"cycles":[153],"various":[155],"chemistry":[157],"parameters":[158],"across":[159],"several":[160],"deployments.":[161]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-09-22T06:50:58.402377","created_date":"2016-06-24T00:00:00"}
