{"id":"https://openalex.org/W1998103565","doi":"https://doi.org/10.2136/sssaj2011.0424","title":"Efficiency Comparison of Conventional and Digital Soil Mapping for Updating Soil Maps","display_name":"Efficiency Comparison of Conventional and Digital Soil Mapping for Updating Soil Maps","publication_year":2012,"publication_date":"2012-10-19","ids":{"openalex":"https://openalex.org/W1998103565","doi":"https://doi.org/10.2136/sssaj2011.0424","mag":"1998103565"},"language":"en","primary_location":{"id":"doi:10.2136/sssaj2011.0424","doi":"https://doi.org/10.2136/sssaj2011.0424","is_oa":false,"landing_page_url":"https://doi.org/10.2136/sssaj2011.0424","pdf_url":null,"source":{"id":"https://openalex.org/S59755854","display_name":"Soil Science Society of America Journal","issn_l":"0361-5995","issn":["0361-5995","1435-0661"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-2","norway-2","poland-100","russia-white-list-2"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soil Science Society of America Journal","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W1998103565"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.wur.nl/en/publications/efficiency-comparison-of-conventional-and-digital-soil-mapping-fo","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031737926","display_name":"Bas Kempen","orcid":"https://orcid.org/0000-0002-2841-0058","observed_orcids":["https://orcid.org/0000-0002-2841-0058"]},"institutions":[{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Bas Kempen","raw_affiliation_strings":["Alterra, Wageningen Univ., Research Centre, P.O. Box 47, 6700 AA, Wageningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alterra, Wageningen Univ., Research Centre, P.O. Box 47, 6700 AA, Wageningen, The Netherlands","institution_ids":["https://openalex.org/I913481162"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001903786","display_name":"Dick J. Brus","orcid":"https://orcid.org/0000-0003-2194-4783","observed_orcids":["https://orcid.org/0000-0003-2194-4783"]},"institutions":[{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Dick J. Brus","raw_affiliation_strings":["Alterra, Wageningen Univ., Research Centre, P.O. Box 47, 6700 AA, Wageningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alterra, Wageningen Univ., Research Centre, P.O. Box 47, 6700 AA, Wageningen, The Netherlands","institution_ids":["https://openalex.org/I913481162"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071935319","display_name":"J.J. Stoorvogel","orcid":"https://orcid.org/0000-0003-4297-122X","observed_orcids":["https://orcid.org/0000-0003-4297-122X"]},"institutions":[{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jetse J. Stoorvogel","raw_affiliation_strings":["Soil Geography and Landscape Group, Wageningen Univ., P.O. Box 47, 6700 AA, Wageningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Soil Geography and Landscape Group, Wageningen Univ., P.O. Box 47, 6700 AA, Wageningen, The Netherlands","institution_ids":["https://openalex.org/I913481162"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011620756","display_name":"G.B.M. Heuvelink","orcid":"https://orcid.org/0000-0003-0959-9358","observed_orcids":["https://orcid.org/0000-0003-0959-9358"]},"institutions":[{"id":"https://openalex.org/I31761138","display_name":"ISRIC - World Soil Information","ror":"https://ror.org/01z8yfp14","country_code":"NL","type":"other","lineage":["https://openalex.org/I31761138"]},{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Gerard B.M. Heuvelink","raw_affiliation_strings":["ISRIC-World Soil Information, P.O. Box 353, 6700 AJ, Wageningen, The Netherlands","Soil Geography and Landscape Group, Wageningen Univ., P.O. Box 47, 6700 AA, Wageningen, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISRIC-World Soil Information, P.O. Box 353, 6700 AJ, Wageningen, The Netherlands","institution_ids":["https://openalex.org/I31761138"]},{"raw_affiliation_string":"Soil Geography and Landscape Group, Wageningen Univ., P.O. Box 47, 6700 AA, Wageningen, the Netherlands","institution_ids":["https://openalex.org/I913481162"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017975823","display_name":"F. de Vries","orcid":"https://orcid.org/0000-0001-6901-1064","observed_orcids":["https://orcid.org/0000-0001-6901-1064"]},"institutions":[{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Folkert de Vries","raw_affiliation_strings":["Alterra, Wageningen Univ., Research Centre, P.O. Box 47, 6700 AA, Wageningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alterra, Wageningen Univ., Research Centre, P.O. Box 47, 6700 AA, Wageningen, The Netherlands","institution_ids":["https://openalex.org/I913481162"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5031737926"],"corresponding_institution_ids":["https://openalex.org/I913481162"],"apc_list":{"value":2020,"currency":"USD","value_usd":2020},"apc_paid":null,"fwci":4.3744,"has_fulltext":false,"cited_by_count":122,"citation_normalized_percentile":{"value":0.93038478,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"76","issue":"6","first_page":"2097","last_page":"2115"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":1.0,"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/T13058","display_name":"Soil and Land Suitability Analysis","score":0.0,"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/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-soil-mapping","display_name":"digital soil mapping","score":0.9940000176429749},{"id":"https://openalex.org/keywords/mapping-efficiency","display_name":"mapping efficiency","score":0.6629999876022339},{"id":"https://openalex.org/keywords/soil-organic-matter","display_name":"soil organic matter","score":0.7250000238418579},{"id":"https://openalex.org/keywords/peat-thickness","display_name":"peat thickness","score":0.996999979019165},{"id":"https://openalex.org/keywords/universal-kriging","display_name":"universal kriging","score":0.9559999704360962},{"id":"https://openalex.org/keywords/map-accuracy","display_name":"map accuracy","score":0.6729999780654907}],"concepts":[{"id":"https://openalex.org/C104471815","wikidata":"https://www.wikidata.org/wiki/Q5276164","display_name":"Digital soil mapping","level":4,"score":0.895021915435791},{"id":"https://openalex.org/C71864017","wikidata":"https://www.wikidata.org/wiki/Q889561","display_name":"Soil map","level":3,"score":0.7870756387710571},{"id":"https://openalex.org/C181672929","wikidata":"https://www.wikidata.org/wiki/Q4115141","display_name":"Digital mapping","level":2,"score":0.625065803527832},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.5822386741638184},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5657917261123657},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.539742112159729},{"id":"https://openalex.org/C3742959","wikidata":"https://www.wikidata.org/wiki/Q7554965","display_name":"Soil survey","level":3,"score":0.5375532507896423},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5289607048034668},{"id":"https://openalex.org/C53657456","wikidata":"https://www.wikidata.org/wiki/Q184624","display_name":"Peat","level":2,"score":0.5006692409515381},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.46132081747055054},{"id":"https://openalex.org/C181843262","wikidata":"https://www.wikidata.org/wiki/Q640492","display_name":"Digital elevation model","level":2,"score":0.45077750086784363},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.37296342849731445},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.36719030141830444},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3441741168498993},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21371015906333923},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2077496349811554},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.17346259951591492},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"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/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.2136/sssaj2011.0424","doi":"https://doi.org/10.2136/sssaj2011.0424","is_oa":false,"landing_page_url":"https://doi.org/10.2136/sssaj2011.0424","pdf_url":null,"source":{"id":"https://openalex.org/S59755854","display_name":"Soil Science Society of America Journal","issn_l":"0361-5995","issn":["0361-5995","1435-0661"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-2","norway-2","poland-100","russia-white-list-2"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soil Science Society of America Journal","raw_type":"journal-article"},{"id":"pmh:oai:library.wur.nl:wurpubs/434011","doi":null,"is_oa":true,"landing_page_url":"https://research.wur.nl/en/publications/efficiency-comparison-of-conventional-and-digital-soil-mapping-fo","pdf_url":null,"source":{"id":"https://openalex.org/S4210201231","display_name":"Socio-Environmental Systems Modeling","issn_l":"2663-3027","issn":["2663-3027"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"ISSN: 0361-5995","raw_type":"Article/Letter to editor"},{"id":"pmh:wur:oai:library.wur.nl:wurpubs/434011","doi":null,"is_oa":false,"landing_page_url":"https://research.wur.nl/en/publications/efficiency-comparison-of-conventional-and-digital-soil-mapping-fo","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Soil Science Society of America Journal, 76(6), 2097 - 2115","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:library.wur.nl:wurpubs/434011","doi":null,"is_oa":true,"landing_page_url":"https://research.wur.nl/en/publications/efficiency-comparison-of-conventional-and-digital-soil-mapping-fo","pdf_url":null,"source":{"id":"https://openalex.org/S4210201231","display_name":"Socio-Environmental Systems Modeling","issn_l":"2663-3027","issn":["2663-3027"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"ISSN: 0361-5995","raw_type":"Article/Letter to editor"},"sustainable_development_goals":[{"score":0.8125,"display_name":"Life on land","id":"https://metadata.un.org/sdg/15"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322855","display_name":"Mashhad University of Medical Sciences","ror":"https://ror.org/04sfka033"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":91,"referenced_works":["https://openalex.org/W157121395","https://openalex.org/W187496629","https://openalex.org/W187619167","https://openalex.org/W570409197","https://openalex.org/W1483167319","https://openalex.org/W1569901433","https://openalex.org/W1575411215","https://openalex.org/W1583982359","https://openalex.org/W1593049599","https://openalex.org/W1599798668","https://openalex.org/W1756204531","https://openalex.org/W1853087775","https://openalex.org/W1965395085","https://openalex.org/W1967926010","https://openalex.org/W1974059250","https://openalex.org/W1975359436","https://openalex.org/W1985554128","https://openalex.org/W1986749561","https://openalex.org/W1988171913","https://openalex.org/W1991206677","https://openalex.org/W1991474992","https://openalex.org/W1994862407","https://openalex.org/W1995819826","https://openalex.org/W2000757349","https://openalex.org/W2001793227","https://openalex.org/W2004640880","https://openalex.org/W2007873570","https://openalex.org/W2010514819","https://openalex.org/W2012917998","https://openalex.org/W2014501722","https://openalex.org/W2016874844","https://openalex.org/W2021981828","https://openalex.org/W2022113163","https://openalex.org/W2024467919","https://openalex.org/W2024851500","https://openalex.org/W2025137195","https://openalex.org/W2027160099","https://openalex.org/W2027891563","https://openalex.org/W2029551964","https://openalex.org/W2030172808","https://openalex.org/W2038759268","https://openalex.org/W2046690803","https://openalex.org/W2047014016","https://openalex.org/W2050179592","https://openalex.org/W2052919032","https://openalex.org/W2054325787","https://openalex.org/W2057798687","https://openalex.org/W2066626803","https://openalex.org/W2066682742","https://openalex.org/W2067220769","https://openalex.org/W2068058450","https://openalex.org/W2081340599","https://openalex.org/W2083739595","https://openalex.org/W2084829975","https://openalex.org/W2086917509","https://openalex.org/W2087258315","https://openalex.org/W2088650190","https://openalex.org/W2089609231","https://openalex.org/W2091259694","https://openalex.org/W2094089326","https://openalex.org/W2094219621","https://openalex.org/W2097480323","https://openalex.org/W2100320080","https://openalex.org/W2100878341","https://openalex.org/W2102558345","https://openalex.org/W2106812540","https://openalex.org/W2113328154","https://openalex.org/W2123073816","https://openalex.org/W2123723449","https://openalex.org/W2126256478","https://openalex.org/W2132606767","https://openalex.org/W2138240506","https://openalex.org/W2140389576","https://openalex.org/W2141717401","https://openalex.org/W2148066362","https://openalex.org/W2153785724","https://openalex.org/W2158439772","https://openalex.org/W2160200457","https://openalex.org/W2164979044","https://openalex.org/W2169432555","https://openalex.org/W2170158112","https://openalex.org/W2170960128","https://openalex.org/W2171160098","https://openalex.org/W2561642580","https://openalex.org/W2576779751","https://openalex.org/W2582743722","https://openalex.org/W3036660444","https://openalex.org/W3148910008","https://openalex.org/W4293244076","https://openalex.org/W4399649775","https://openalex.org/W6635906046"],"related_works":["https://openalex.org/W2853792503","https://openalex.org/W2095317746","https://openalex.org/W1975337890","https://openalex.org/W4210514068","https://openalex.org/W2764071733","https://openalex.org/W2052815213","https://openalex.org/W2970457229","https://openalex.org/W4408063123","https://openalex.org/W4390968460","https://openalex.org/W2039660802"],"abstract_inverted_index":{"This":[0],"study":[1],"compared":[2,137],"the":[3,28,35,45,70,76,92,96,101,109,126,157,164,200,206,233],"efficiency":[4],"of":[5,23,44,100,108,135,146,221],"geostatistical":[6,38,236],"digital":[7,31,207],"soil":[8,13,18,32,46,61,111,154,208,230],"mapping":[9,14,43,97],"(DSM)":[10],"with":[11,75,138],"conventional":[12,60,153,229],"(CSM)":[15],"for":[16,124,227],"updating":[17,228],"class":[19,33,62],"and":[20,51,81,103],"property":[21,71,155,209],"maps":[22,72,112,148,159,210,231],"a":[24,133,219],"cultivated":[25],"peatland":[26],"in":[27,95,98,202,232],"Netherlands.":[29],"For":[30,87,152,167,184],"mapping,":[34,156],"generalized":[36],"linear":[37],"model":[39],"was":[40,54,64,149,218],"used.":[41],"Digital":[42],"organic":[47],"matter":[48],"(SOM)":[49],"content":[50],"peat":[52,185],"thickness":[53],"done":[55],"by":[56,66,132],"universal":[57],"kriging.":[58],"The":[59,106,120,143,215],"map":[63,82,144],"created":[65,74,110],"free":[67],"survey,":[68],"while":[69],"were":[73,113,160,181,211],"representative":[77],"profile":[78],"description":[79],"(RPD)":[80],"unit":[83],"means":[84],"(MUM)":[85],"methods.":[86],"each":[88],"method,":[89],"we":[90],"computed":[91],"effort":[93],"invested":[94],"terms":[99],"sampling":[102],"cost":[104,127,216],"densities.":[105],"accuracies":[107],"estimated":[114],"from":[115],"independent":[116],"probability":[117],"sample":[118],"data.":[119],"results":[121],"showed":[122],"that":[123,226],"DSM,":[125],"density":[128,217],"could":[129],"be":[130,239],"reduced":[131],"factor":[134,220],"three":[136],"CSM":[139],"without":[140],"compromising":[141],"accuracy.":[142],"purity":[145],"both":[147],"around":[150],"55%.":[151],"MUM":[158],"more":[161,213,240,245],"accurate":[162],"than":[163,174,194,247],"RPD":[165],"maps.":[166],"SOM,":[168],"CSM\u2010MUM":[169,195],"(RMSE":[170,176,188,196],"7.5%)":[171],"performed":[172,191],"better":[173,193],"DSM":[175,187,237],"12.1%),":[177],"although":[178,242],"accuracy":[179,203],"differences":[180,201],"not":[182,243],"significant.":[183],"thickness,":[186],"23.3":[189],"cm)":[190],"slightly":[192],"24.9":[197],"cm).":[198],"Despite":[199],"being":[204],"small,":[205],"produced":[212],"efficiently.":[214],"3.5":[222],"smaller.":[223],"We":[224],"conclude":[225],"Dutch":[234],"peatlands,":[235],"can":[238],"efficient,":[241],"necessarily":[244],"accurate,":[246],"CSM.":[248]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":20},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":16},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2016-06-24T00:00:00"}