{"id":"https://openalex.org/W3002202830","doi":"https://doi.org/10.1080/17517575.2020.1713406","title":"Improving weather dependent zone specific irrigation control scheme in IoT and big data enabled self driven precision agriculture mechanism","display_name":"Improving weather dependent zone specific irrigation control scheme in IoT and big data enabled self driven precision agriculture mechanism","publication_year":2020,"publication_date":"2020-01-23","ids":{"openalex":"https://openalex.org/W3002202830","doi":"https://doi.org/10.1080/17517575.2020.1713406","mag":"3002202830"},"language":"en","primary_location":{"id":"doi:10.1080/17517575.2020.1713406","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17517575.2020.1713406","pdf_url":null,"source":{"id":"https://openalex.org/S24861202","display_name":"Enterprise Information Systems","issn_l":"1751-7575","issn":["1751-7575","1751-7583"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Enterprise Information Systems","raw_type":"journal-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/A5016391255","display_name":"Bright Keswani","orcid":"https://orcid.org/0000-0003-1464-0431"},"institutions":[{"id":"https://openalex.org/I91894341","display_name":"Gyan Vihar University","ror":"https://ror.org/048q3sh29","country_code":"IN","type":"education","lineage":["https://openalex.org/I91894341"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bright Keswani","raw_affiliation_strings":["Department of Computer Applications,  Suresh Gyan Vihar University , Jaipur, India","Department of Computer Applications, Suresh Gyan Vihar University , Jaipur, India"],"raw_orcid":"https://orcid.org/0000-0003-1464-0431","affiliations":[{"raw_affiliation_string":"Department of Computer Applications,  Suresh Gyan Vihar University , Jaipur, India","institution_ids":["https://openalex.org/I91894341"]},{"raw_affiliation_string":"Department of Computer Applications, Suresh Gyan Vihar University , Jaipur, India","institution_ids":["https://openalex.org/I91894341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004612001","display_name":"Ambarish G. Mohapatra","orcid":"https://orcid.org/0000-0001-5139-8889"},"institutions":[{"id":"https://openalex.org/I93085520","display_name":"Silicon Labs (United States)","ror":"https://ror.org/02dyqfb80","country_code":"US","type":"company","lineage":["https://openalex.org/I93085520"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ambarish G. Mohapatra","raw_affiliation_strings":["Department of Electronics and Instrumentation Engineering,  Silicon Institute of Technology, Silicon Hills, Patia , Bhubaneswar, India","Department of Electronics and Instrumentation Engineering, Silicon Institute of Technology, Silicon Hills, Patia , Bhubaneswar, India"],"raw_orcid":"https://orcid.org/0000-0001-5139-8889","affiliations":[{"raw_affiliation_string":"Department of Electronics and Instrumentation Engineering,  Silicon Institute of Technology, Silicon Hills, Patia , Bhubaneswar, India","institution_ids":["https://openalex.org/I93085520"]},{"raw_affiliation_string":"Department of Electronics and Instrumentation Engineering, Silicon Institute of Technology, Silicon Hills, Patia , Bhubaneswar, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113913804","display_name":"Poonam Keswani","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Poonam Keswani","raw_affiliation_strings":["Akashdeep PG College , Jaipur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Akashdeep PG College , Jaipur, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089689368","display_name":"Ashish Khanna","orcid":"https://orcid.org/0000-0002-8418-3929"},"institutions":[{"id":"https://openalex.org/I2799452066","display_name":"Maharaja Engineering College","ror":"https://ror.org/034pbde03","country_code":"IN","type":"education","lineage":["https://openalex.org/I2799452066","https://openalex.org/I33585257"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ashish Khanna","raw_affiliation_strings":["Department of Computer Science Engineering,  Maharaja Agrasen Institute of Technology , Delhi, India","Department of Computer Science Engineering, Maharaja Agrasen Institute of Technology , Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science Engineering,  Maharaja Agrasen Institute of Technology , Delhi, India","institution_ids":["https://openalex.org/I2799452066"]},{"raw_affiliation_string":"Department of Computer Science Engineering, Maharaja Agrasen Institute of Technology , Delhi, India","institution_ids":["https://openalex.org/I2799452066"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034853815","display_name":"Deepak Gupta","orcid":"https://orcid.org/0000-0002-3019-7161"},"institutions":[{"id":"https://openalex.org/I2799452066","display_name":"Maharaja Engineering College","ror":"https://ror.org/034pbde03","country_code":"IN","type":"education","lineage":["https://openalex.org/I2799452066","https://openalex.org/I33585257"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Deepak Gupta","raw_affiliation_strings":["Department of Computer Science Engineering,  Maharaja Agrasen Institute of Technology , Delhi, India","Department of Computer Science Engineering, Maharaja Agrasen Institute of Technology , Delhi, India"],"raw_orcid":"https://orcid.org/0000-0002-3019-7161","affiliations":[{"raw_affiliation_string":"Department of Computer Science Engineering,  Maharaja Agrasen Institute of Technology , Delhi, India","institution_ids":["https://openalex.org/I2799452066"]},{"raw_affiliation_string":"Department of Computer Science Engineering, Maharaja Agrasen Institute of Technology , Delhi, India","institution_ids":["https://openalex.org/I2799452066"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076776322","display_name":"Joel J. P. C. Rodrigues","orcid":"https://orcid.org/0000-0001-8657-3800"},"institutions":[{"id":"https://openalex.org/I71346753","display_name":"National Institute of Telecommunications","ror":"https://ror.org/0378w3a30","country_code":"BR","type":"facility","lineage":["https://openalex.org/I71346753"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Joel Rodrigues","raw_affiliation_strings":["National Institute of Telecommunications (Inatel),  Santa Rita do Sapuca\u00ed\u2010MG , Brazil"],"raw_orcid":"https://orcid.org/0000-0001-8657-3800","affiliations":[{"raw_affiliation_string":"National Institute of Telecommunications (Inatel),  Santa Rita do Sapuca\u00ed\u2010MG , Brazil","institution_ids":["https://openalex.org/I71346753"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034853815"],"corresponding_institution_ids":["https://openalex.org/I2799452066"],"apc_list":null,"apc_paid":null,"fwci":6.2653,"has_fulltext":false,"cited_by_count":52,"citation_normalized_percentile":{"value":0.96009503,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"14","issue":"9-10","first_page":"1494","last_page":"1515"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9997000098228455,"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/T11404","display_name":"Irrigation Practices and Water Management","score":0.9922999739646912,"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/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9247999787330627,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5786769986152649},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5647994875907898},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.5476731657981873},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48529452085494995},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4852278232574463},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.47364532947540283},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4271978735923767},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.38847506046295166},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.313213586807251},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.22968381643295288},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22311249375343323}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5786769986152649},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5647994875907898},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.5476731657981873},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48529452085494995},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4852278232574463},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.47364532947540283},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4271978735923767},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.38847506046295166},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.313213586807251},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.22968381643295288},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22311249375343323},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/17517575.2020.1713406","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17517575.2020.1713406","pdf_url":null,"source":{"id":"https://openalex.org/S24861202","display_name":"Enterprise Information Systems","issn_l":"1751-7575","issn":["1751-7575","1751-7583"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Enterprise Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G5381026020","display_name":null,"funder_award_id":"No. 309335/2017-5","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W71001211","https://openalex.org/W1534396351","https://openalex.org/W1631241027","https://openalex.org/W1973338595","https://openalex.org/W2013516527","https://openalex.org/W2019880039","https://openalex.org/W2023021521","https://openalex.org/W2028501442","https://openalex.org/W2034730629","https://openalex.org/W2051988857","https://openalex.org/W2055374354","https://openalex.org/W2096504223","https://openalex.org/W2130600976","https://openalex.org/W2145885753","https://openalex.org/W2147425017","https://openalex.org/W2154562892","https://openalex.org/W2161384284","https://openalex.org/W2165162872","https://openalex.org/W2256303001","https://openalex.org/W2291563520","https://openalex.org/W2302420403","https://openalex.org/W2326536142","https://openalex.org/W2344079835","https://openalex.org/W2524958682","https://openalex.org/W2625020867","https://openalex.org/W2700621456","https://openalex.org/W2799902558","https://openalex.org/W2810965170","https://openalex.org/W2887714298","https://openalex.org/W2891772427","https://openalex.org/W2893164490","https://openalex.org/W2911964244","https://openalex.org/W4240609715","https://openalex.org/W4255400436"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4390608645","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W4405901645"],"abstract_inverted_index":{"Precision":[0],"agriculture":[1,161],"involves":[2],"manipulation":[3],"of":[4,10,14,18,37,44,46,64,98,129,138,195],"variations":[5],"in":[6,90,115,141,177,203],"field":[7],"productivity,":[8],"maximization":[9],"income,":[11],"scale":[12],"backing":[13],"wastes,":[15],"and":[16,28,49,76,131,154,169,193],"minimizing":[17],"the":[19,34,42,108,116,160,164,178,196],"impact":[20],"on":[21,33],"surroundings":[22],"using":[23,107,181],"automated":[24],"machine-controlled":[25],"information":[26],"assortment":[27],"documentation.":[29],"This":[30],"work":[31],"focuses":[32],"efficient":[35],"control":[36,60,173],"farm":[38],"irrigation":[39,172],"by":[40,94],"exploiting":[41],"capabilities":[43],"Internet":[45],"Things":[47],"(IoT)":[48],"Big":[50],"Data-based":[51],"Decision":[52],"Support":[53],"System":[54],"(DSS)":[55],"to":[56,84,125,134,152],"generate":[57],"adequate":[58],"valve":[59],"commands.":[61],"Three":[62],"varieties":[63],"prediction":[65],"techniques":[66],"such":[67],"as":[68],"Deep":[69],"Neural":[70,79],"Network":[71,80],"(DNN),":[72],"Random":[73],"Forest":[74],"(RF)":[75],"Resilient":[77],"Back-Propagation":[78],"model":[81],"are":[82],"tested":[83,114,176],"predict":[85,135],"soil":[86,130,139],"Moisture":[87],"Content":[88],"(MC)":[89],"one":[91],"hour":[92],"advance":[93],"considering":[95],"6":[96],"numbers":[97,128],"different":[99],"sensors.":[100],"The":[101,187],"real-time":[102],"data":[103],"collection":[104],"is":[105,123,150,175,201],"performed":[106],"proposed":[109,124,197],"IoT":[110],"node":[111],"deployment":[112,191],"strategy":[113,192],"field.":[117],"An":[118],"integrated":[119],"IoT-based":[120,198],"DSS":[121,199],"framework":[122],"accumulate":[126],"17":[127],"environmental":[132],"parameters":[133],"future":[136],"variation":[137],"MC":[140,157],"1":[142],"h":[143],"advance.":[144],"Further,":[145],"Structural":[146],"Similarity":[147],"(SSIM)":[148],"Index":[149],"used":[151],"visualize":[153],"maintain":[155],"uniform":[156],"all":[158],"over":[159],"area":[162],"during":[163],"entire":[165],"cropping":[166],"period.":[167],"Site":[168],"zone":[170],"specific":[171],"scheme":[174],"test":[179],"site":[180],"fuzzy":[182],"logic-based":[183],"weather":[184],"dependent":[185],"model.":[186],"complete":[188],"system":[189],"architecture,":[190],"performance":[194],"mechanism":[200],"discussed":[202],"this":[204],"article.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
