{"id":"https://openalex.org/W2772753146","doi":"https://doi.org/10.3390/s17122794","title":"A Combined Approach of Sensor Data Fusion and Multivariate Geostatistics for Delineation of Homogeneous Zones in an Agricultural Field","display_name":"A Combined Approach of Sensor Data Fusion and Multivariate Geostatistics for Delineation of Homogeneous Zones in an Agricultural Field","publication_year":2017,"publication_date":"2017-12-03","ids":{"openalex":"https://openalex.org/W2772753146","doi":"https://doi.org/10.3390/s17122794","mag":"2772753146","pmid":"https://pubmed.ncbi.nlm.nih.gov/29207510"},"language":"en","primary_location":{"id":"doi:10.3390/s17122794","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s17122794","pdf_url":"https://www.mdpi.com/1424-8220/17/12/2794/pdf?version=1512364249","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/17/12/2794/pdf?version=1512364249","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040197484","display_name":"Annamaria Castrignan\u00f2","orcid":"https://orcid.org/0000-0001-5488-9501"},"institutions":[{"id":"https://openalex.org/I4387156168","display_name":"Institute for Agricultural and Forest Systems in the Mediterranean","ror":"https://ror.org/02the9q75","country_code":null,"type":"government","lineage":["https://openalex.org/I4387156168"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Annamaria Castrignan\u00f2","raw_affiliation_strings":["CREA Research Centre for Agriculture and Environment, 70125 Bari, Italy","National Research Council of Italy, Institute for Agricultural and Forest Systems in the Mediterranean, 87036 Rende (CS), Italy","CREA Research Centre for Agriculture and Environment, 70125 Bari, Italy; National Research Council of Italy, Institute for Agricultural and Forest Systems in the Mediterranean, 87036 Rende (CS), Italy"],"affiliations":[{"raw_affiliation_string":"CREA Research Centre for Agriculture and Environment, 70125 Bari, Italy","institution_ids":[]},{"raw_affiliation_string":"National Research Council of Italy, Institute for Agricultural and Forest Systems in the Mediterranean, 87036 Rende (CS), Italy","institution_ids":["https://openalex.org/I4210155236","https://openalex.org/I4387156168"]},{"raw_affiliation_string":"CREA Research Centre for Agriculture and Environment, 70125 Bari, Italy; National Research Council of Italy, Institute for Agricultural and Forest Systems in the Mediterranean, 87036 Rende (CS), Italy","institution_ids":["https://openalex.org/I4210155236","https://openalex.org/I4387156168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079707778","display_name":"Gabriele Buttafuoc\u00f2","orcid":"https://orcid.org/0000-0002-0280-8658"},"institutions":[{"id":"https://openalex.org/I4387156168","display_name":"Institute for Agricultural and Forest Systems in the Mediterranean","ror":"https://ror.org/02the9q75","country_code":null,"type":"government","lineage":["https://openalex.org/I4387156168"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Gabriele Buttafuoco","raw_affiliation_strings":["National Research Council of Italy, Institute for Agricultural and Forest Systems in the Mediterranean, 87036 Rende (CS), Italy"],"affiliations":[{"raw_affiliation_string":"National Research Council of Italy, Institute for Agricultural and Forest Systems in the Mediterranean, 87036 Rende (CS), Italy","institution_ids":["https://openalex.org/I4210155236","https://openalex.org/I4387156168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048247898","display_name":"R. Quarto","orcid":null},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ruggiero Quarto","raw_affiliation_strings":["Earth and Geoenvironmental Sciences Department, University of Bari Aldo Moro, 700125 Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Earth and Geoenvironmental Sciences Department, University of Bari Aldo Moro, 700125 Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036037324","display_name":"Carolina Vitti","orcid":"https://orcid.org/0000-0001-8594-6089"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carolina Vitti","raw_affiliation_strings":["CREA Research Centre for Agriculture and Environment, 70125 Bari, Italy"],"affiliations":[{"raw_affiliation_string":"CREA Research Centre for Agriculture and Environment, 70125 Bari, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077798419","display_name":"Giuliano Langella","orcid":"https://orcid.org/0000-0001-7210-0906"},"institutions":[{"id":"https://openalex.org/I4210117450","display_name":"Federico II University Hospital","ror":"https://ror.org/02jr6tp70","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210117450","https://openalex.org/I71267560"]},{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuliano Langella","raw_affiliation_strings":["Department of Agriculture, University of Naples Federico II, 8055 Portici (NA), Italy"],"affiliations":[{"raw_affiliation_string":"Department of Agriculture, University of Naples Federico II, 8055 Portici (NA), Italy","institution_ids":["https://openalex.org/I4210117450","https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077661352","display_name":"Fabio Terribile","orcid":"https://orcid.org/0000-0003-3672-2294"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]},{"id":"https://openalex.org/I4210117450","display_name":"Federico II University Hospital","ror":"https://ror.org/02jr6tp70","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210117450","https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Terribile","raw_affiliation_strings":["Department of Agriculture, University of Naples Federico II, 8055 Portici (NA), Italy"],"affiliations":[{"raw_affiliation_string":"Department of Agriculture, University of Naples Federico II, 8055 Portici (NA), Italy","institution_ids":["https://openalex.org/I4210117450","https://openalex.org/I71267560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047970694","display_name":"Accursio Venezia","orcid":"https://orcid.org/0000-0002-2682-4521"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Accursio Venezia","raw_affiliation_strings":["CREA Research Center for Vegetable and Ornamental Crops, 84098 Pontecagnano (SA), Italy"],"affiliations":[{"raw_affiliation_string":"CREA Research Center for Vegetable and Ornamental Crops, 84098 Pontecagnano (SA), Italy","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5079707778"],"corresponding_institution_ids":["https://openalex.org/I4210155236","https://openalex.org/I4387156168"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":3.5344,"has_fulltext":false,"cited_by_count":65,"citation_normalized_percentile":{"value":0.9265691,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"17","issue":"12","first_page":"2794","last_page":"2794"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9998999834060669,"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/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9998999834060669,"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/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9979000091552734,"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9851999878883362,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/geostatistics","display_name":"Geostatistics","score":0.7831114530563354},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.6099932193756104},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.591067373752594},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.586403489112854},{"id":"https://openalex.org/keywords/topsoil","display_name":"Topsoil","score":0.5087893605232239},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.49194690585136414},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4718073904514313},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.4613305330276489},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4516517221927643},{"id":"https://openalex.org/keywords/spatial-variability","display_name":"Spatial variability","score":0.44262591004371643},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.4333277642726898},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4319281280040741},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.39887717366218567},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3400174379348755},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.27690649032592773},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19884559512138367},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.1958082616329193},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.19049125909805298},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.17981842160224915},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1397804319858551},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11191239953041077}],"concepts":[{"id":"https://openalex.org/C125572338","wikidata":"https://www.wikidata.org/wiki/Q1440020","display_name":"Geostatistics","level":3,"score":0.7831114530563354},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.6099932193756104},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.591067373752594},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.586403489112854},{"id":"https://openalex.org/C20529654","wikidata":"https://www.wikidata.org/wiki/Q1247456","display_name":"Topsoil","level":3,"score":0.5087893605232239},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.49194690585136414},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4718073904514313},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.4613305330276489},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4516517221927643},{"id":"https://openalex.org/C94747663","wikidata":"https://www.wikidata.org/wiki/Q7574086","display_name":"Spatial variability","level":2,"score":0.44262591004371643},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.4333277642726898},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4319281280040741},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.39887717366218567},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3400174379348755},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.27690649032592773},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19884559512138367},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.1958082616329193},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.19049125909805298},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.17981842160224915},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1397804319858551},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11191239953041077},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","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},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s17122794","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s17122794","pdf_url":"https://www.mdpi.com/1424-8220/17/12/2794/pdf?version=1512364249","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:29207510","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29207510","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:54e4ede1fea5483181913a5356112808","is_oa":true,"landing_page_url":"https://doaj.org/article/54e4ede1fea5483181913a5356112808","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 17, Iss 12, p 2794 (2017)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/17/12/2794/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s17122794","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 17; Issue 12; Pages: 2794","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:5750771","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5750771","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s17122794","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s17122794","pdf_url":"https://www.mdpi.com/1424-8220/17/12/2794/pdf?version=1512364249","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2772753146.pdf","grobid_xml":"https://content.openalex.org/works/W2772753146.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W224924954","https://openalex.org/W250201754","https://openalex.org/W637015574","https://openalex.org/W1484319581","https://openalex.org/W1905283778","https://openalex.org/W1984260819","https://openalex.org/W1997305434","https://openalex.org/W2021802172","https://openalex.org/W2021960826","https://openalex.org/W2027544139","https://openalex.org/W2038420319","https://openalex.org/W2054325787","https://openalex.org/W2076094691","https://openalex.org/W2081544115","https://openalex.org/W2116895285","https://openalex.org/W2133297572","https://openalex.org/W2164397352","https://openalex.org/W2237120293","https://openalex.org/W2483253258","https://openalex.org/W2486027362","https://openalex.org/W2500797550","https://openalex.org/W2621319267","https://openalex.org/W2953561278","https://openalex.org/W4229562638","https://openalex.org/W4229875153","https://openalex.org/W4232329630","https://openalex.org/W4388284198"],"related_works":["https://openalex.org/W2375233301","https://openalex.org/W2356673209","https://openalex.org/W2391077311","https://openalex.org/W1770717458","https://openalex.org/W3015652077","https://openalex.org/W2376328859","https://openalex.org/W2371306122","https://openalex.org/W2384253261","https://openalex.org/W2354809762","https://openalex.org/W221627532"],"abstract_inverted_index":{"To":[0],"assess":[1],"spatial":[2,190],"variability":[3],"at":[4,196],"the":[5,100,120,138,151,154,157,172,183],"very":[6],"fine":[7],"scale":[8],"required":[9],"by":[10],"Precision":[11],"Agriculture,":[12],"different":[13,26,110],"proximal":[14,176],"and":[15,25,43,113,131,160,201,203],"remote":[16],"sensors":[17,79],"have":[18],"been":[19],"used.":[20],"They":[21],"provide":[22],"large":[23],"amounts":[24],"types":[27],"of":[28,85,174,185],"data":[29,47,74,191],"which":[30],"need":[31,206],"to":[32,48,62,66,69,98,114,149,166,207],"be":[33,60,67,208],"combined.":[34],"An":[35],"integrated":[36],"approach,":[37],"using":[38,175],"multivariate":[39],"geostatistical":[40],"data-fusion":[41],"techniques":[42],"multi-source":[44],"geophysical":[45,78],"sensor":[46],"determine":[49],"simple":[50],"summary":[51],"scale-dependent":[52],"indices,":[53],"is":[54,194],"described":[55],"here.":[56],"These":[57,169],"indices":[58],"can":[59],"used":[61],"delineate":[63],"management":[64],"zones":[65],"submitted":[68],"differential":[70],"management.":[71,168,187],"Such":[72],"a":[73,83,124,143,179,198],"fusion":[75],"approach":[76],"with":[77,90,109,123,137,142],"was":[80,147],"applied":[81],"in":[82,119,153,182],"soil":[84,139],"an":[86],"agronomic":[87,167],"field":[88],"cropped":[89],"tomato.":[91],"The":[92],"synthetic":[93],"regionalized":[94],"factors":[95],"determined,":[96],"contributed":[97],"split":[99],"3D":[101],"edaphic":[102],"environment":[103],"into":[104],"two":[105,116],"main":[106,117],"horizontal":[107],"structures":[108],"hydraulic":[111],"properties":[112,140,159,162],"disclose":[115],"horizons":[118],"0-1.0-m":[121],"depth":[122],"discontinuity":[125],"probably":[126],"occurring":[127],"between":[128,156],"0.40":[129],"m":[130],"0.70":[132],"m.":[133],"Comparing":[134],"this":[135],"partition":[136],"measured":[141],"shallow":[144],"sampling,":[145],"it":[146],"possible":[148],"verify":[150],"coherence":[152],"topsoil":[155],"dielectric":[158],"other":[161],"more":[163],"directly":[164],"related":[165],"results":[170],"confirm":[171],"advantages":[173],"sensing":[177],"as":[178],"preliminary":[180],"step":[181],"application":[184],"site-specific":[186],"Combining":[188],"disparate":[189],"(data":[192],"fusion)":[193],"not":[195],"all":[197],"naive":[199],"problem":[200],"novel":[202],"powerful":[204],"methods":[205],"developed.":[209]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":4}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}