{"id":"https://openalex.org/W3128287933","doi":"https://doi.org/10.1155/2021/6627771","title":"Proposing a Density\u2010Based Clustering Approach (DBCA) to Aggregate Data Collected from the Environment in Arid Area for Desertification","display_name":"Proposing a Density\u2010Based Clustering Approach (DBCA) to Aggregate Data Collected from the Environment in Arid Area for Desertification","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3128287933","doi":"https://doi.org/10.1155/2021/6627771","mag":"3128287933"},"language":"en","primary_location":{"id":"doi:10.1155/2021/6627771","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6627771","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/6627771.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/wcmc/2021/6627771.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101799400","display_name":"Zhihao Peng","orcid":"https://orcid.org/0000-0003-2075-534X"},"institutions":[{"id":"https://openalex.org/I4210131997","display_name":"Dalian Neusoft University of Information","ror":"https://ror.org/0304ty515","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihao Peng","raw_affiliation_strings":["School of Computer and Software, Dalian Neusoft University of Information, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0003-2075-534X","affiliations":[{"raw_affiliation_string":"School of Computer and Software, Dalian Neusoft University of Information, Dalian, China","institution_ids":["https://openalex.org/I4210131997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069584103","display_name":"Raziyeh Daraei","orcid":"https://orcid.org/0000-0002-9176-9186"},"institutions":[{"id":"https://openalex.org/I189748745","display_name":"Islamic Azad University Mahshahr","ror":"https://ror.org/01y361889","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I189748745"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Raziyeh Daraei","raw_affiliation_strings":["Department of Computer Science and Information Technology, Mahdishahr Branch, Islamic Azad University, Mahdishahr, Iran"],"raw_orcid":"https://orcid.org/0000-0002-9176-9186","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technology, Mahdishahr Branch, Islamic Azad University, Mahdishahr, Iran","institution_ids":["https://openalex.org/I189748745"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080382976","display_name":"Seyed Mojtaba Ahmadpanahi","orcid":"https://orcid.org/0000-0002-8708-0992"},"institutions":[{"id":"https://openalex.org/I189748745","display_name":"Islamic Azad University Mahshahr","ror":"https://ror.org/01y361889","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I189748745"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Seyed Mojtaba Ahmadpanahi","raw_affiliation_strings":["Department of Computer Science and Information Technology, Mahdishahr Branch, Islamic Azad University, Mahdishahr, Iran"],"raw_orcid":"https://orcid.org/0000-0002-8708-0992","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technology, Mahdishahr Branch, Islamic Azad University, Mahdishahr, Iran","institution_ids":["https://openalex.org/I189748745"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062873575","display_name":"Amir Seyed Danesh","orcid":"https://orcid.org/0000-0002-4716-2854"},"institutions":[{"id":"https://openalex.org/I877176835","display_name":"University of Guilan","ror":"https://ror.org/01bdr6121","country_code":"IR","type":"education","lineage":["https://openalex.org/I877176835"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Amir Seyed Danesh","raw_affiliation_strings":["Faculty of Technology and Engineering, East of Guilan, University of Guilan, Rudsar-Vajargah, Iran"],"raw_orcid":"https://orcid.org/0000-0002-4716-2854","affiliations":[{"raw_affiliation_string":"Faculty of Technology and Engineering, East of Guilan, University of Guilan, Rudsar-Vajargah, Iran","institution_ids":["https://openalex.org/I877176835"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043771440","display_name":"Safieh Siadat","orcid":"https://orcid.org/0000-0001-9655-9850"},"institutions":[{"id":"https://openalex.org/I55547365","display_name":"Payame Noor University","ror":"https://ror.org/031699d98","country_code":"IR","type":"education","lineage":["https://openalex.org/I55547365"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Safieh Siadat","raw_affiliation_strings":["Department of Computer Engineering and Information Technology, Payame Noor University (PNU), Tehran, P.O. Box 19395-4697, Iran"],"raw_orcid":"https://orcid.org/0000-0001-9655-9850","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Information Technology, Payame Noor University (PNU), Tehran, P.O. Box 19395-4697, Iran","institution_ids":["https://openalex.org/I55547365"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005001256","display_name":"Poria Pirozmand","orcid":"https://orcid.org/0000-0001-6304-8106"},"institutions":[{"id":"https://openalex.org/I4210131997","display_name":"Dalian Neusoft University of Information","ror":"https://ror.org/0304ty515","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Poria Pirozmand","raw_affiliation_strings":["School of Computer and Software, Dalian Neusoft University of Information, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0001-6304-8106","affiliations":[{"raw_affiliation_string":"School of Computer and Software, Dalian Neusoft University of Information, Dalian, China","institution_ids":["https://openalex.org/I4210131997"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050492724","display_name":"Rozita Jamili Oskouei","orcid":"https://orcid.org/0000-0001-7162-9373"},"institutions":[{"id":"https://openalex.org/I189748745","display_name":"Islamic Azad University Mahshahr","ror":"https://ror.org/01y361889","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I189748745"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Rozita Jamili Oskouei","raw_affiliation_strings":["Department of Computer Science and Information Technology, Mahdishahr Branch, Islamic Azad University, Mahdishahr, Iran"],"raw_orcid":"https://orcid.org/0000-0001-7162-9373","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technology, Mahdishahr Branch, Islamic Azad University, Mahdishahr, Iran","institution_ids":["https://openalex.org/I189748745"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5043771440"],"corresponding_institution_ids":["https://openalex.org/I55547365"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":0.71,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.77769313,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"2021","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13058","display_name":"Soil and Land Suitability Analysis","score":0.9629999995231628,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T13058","display_name":"Soil and Land Suitability Analysis","score":0.9629999995231628,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9517999887466431,"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"}},{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9369000196456909,"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/desertification","display_name":"Desertification","score":0.9100253582000732},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7335568070411682},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.707759439945221},{"id":"https://openalex.org/keywords/arid","display_name":"Arid","score":0.7072489261627197},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6715166568756104},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.32869020104408264},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20936879515647888},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1167147159576416},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.09874853491783142}],"concepts":[{"id":"https://openalex.org/C33559203","wikidata":"https://www.wikidata.org/wiki/Q183481","display_name":"Desertification","level":2,"score":0.9100253582000732},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7335568070411682},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.707759439945221},{"id":"https://openalex.org/C150772632","wikidata":"https://www.wikidata.org/wiki/Q1330709","display_name":"Arid","level":2,"score":0.7072489261627197},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6715166568756104},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.32869020104408264},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20936879515647888},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1167147159576416},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.09874853491783142},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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":2,"locations":[{"id":"doi:10.1155/2021/6627771","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6627771","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/6627771.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:cf1e6a9c3db54e4682bbbc5e12f3f755","is_oa":true,"landing_page_url":"https://doaj.org/article/cf1e6a9c3db54e4682bbbc5e12f3f755","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wireless Communications and Mobile Computing, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/6627771","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6627771","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/6627771.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8700000047683716}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3128287933.pdf","grobid_xml":"https://content.openalex.org/works/W3128287933.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W2270538208","https://openalex.org/W2295649496","https://openalex.org/W2468494111","https://openalex.org/W2499298135","https://openalex.org/W2522443889","https://openalex.org/W2529400867","https://openalex.org/W2751658901","https://openalex.org/W2774561931","https://openalex.org/W2783214249","https://openalex.org/W2786335832","https://openalex.org/W2802878531","https://openalex.org/W2884643570","https://openalex.org/W2901184246","https://openalex.org/W2902335478","https://openalex.org/W2911036432","https://openalex.org/W2922164170","https://openalex.org/W2933656282","https://openalex.org/W2937328216","https://openalex.org/W2939213876","https://openalex.org/W2942723742","https://openalex.org/W2944566141","https://openalex.org/W2947375827","https://openalex.org/W2954586903","https://openalex.org/W2968118674","https://openalex.org/W2969769719","https://openalex.org/W3002555613","https://openalex.org/W3009494886"],"related_works":["https://openalex.org/W2394334517","https://openalex.org/W2008944975","https://openalex.org/W2347738595","https://openalex.org/W2360392493","https://openalex.org/W2029530752","https://openalex.org/W1581013488","https://openalex.org/W4213384832","https://openalex.org/W2375405924","https://openalex.org/W3104554723","https://openalex.org/W2019511568"],"abstract_inverted_index":{"Nowadays,":[0],"the":[1,10,37,67,81,90,98,101,107,111,116,127,130,151,159,165,169,189,192,197,201,205,209,212,215,221],"expansion":[2],"of":[3,9,28,39,70,80,92,123,185,191,204,211],"desert":[4],"areas":[5,15,34,155],"has":[6,168],"become":[7],"one":[8,79],"main":[11,61,82],"problems":[12],"in":[13,32,52,63,73,84,137,153,214,220],"arid":[14,154,222],"due":[16,88],"to":[17,49,54,89,146,180],"various":[18],"reasons":[19],"such":[20],"as":[21],"rising":[22],"temperatures":[23],"and":[24,42,45,129,173,207],"vegetation":[25],"fires.":[26],"Establishment":[27],"wireless":[29,74,216],"sensor":[30,71,75,217],"networks":[31],"these":[33,86],"can":[35],"accelerate":[36],"process":[38,133],"environmental":[40],"monitoring":[41],"integrate":[43,147],"temperature":[44],"humidity":[46],"information":[47],"sending":[48],"base":[50],"stations":[51],"order":[53],"make":[55],"basic":[56],"decisions":[57],"on":[58],"desertification.":[59,157],"The":[60,183],"problem":[62],"this":[64,138],"regard":[65],"is":[66,78,134,144,174],"energy":[68,103,124,172,202],"limitation":[69],"nodes":[72,87,206,213],"networks,":[76],"which":[77],"challenges":[83],"using":[85],"lack":[91],"a":[93,140],"fixed":[94],"power":[95],"supply.":[96],"Because":[97],"node":[99,108,166],"consumes":[100],"most":[102,112,170],"during":[104],"data":[105,113,148],"transmission,":[106],"that":[109,167,196],"transmits":[110],"or":[114],"sends":[115],"packets":[117],"over":[118],"long":[119],"distances":[120],"runs":[121],"out":[122],"faster":[125],"than":[126],"others":[128],"network":[131,218],"work":[132],"disrupted.":[135],"Therefore,":[136],"study,":[139],"density\u2010based":[141],"clustering":[142],"approach":[143],"proposed":[145,160,193,198],"collected":[149],"from":[150],"environment":[152],"for":[156,187],"In":[158],"method":[161,194,199],"at":[162],"each":[163],"step,":[164],"residual":[171],"highly":[175],"centralized":[176],"will":[177],"be":[178],"selected":[179],"transfer":[181],"information.":[182],"results":[184],"experiments":[186],"evaluating":[188],"performance":[190],"show":[195],"balances":[200],"consumption":[203],"optimizes":[208],"lifespan":[210],"installed":[219],"area.":[223]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
