{"id":"https://openalex.org/W4387803401","doi":"https://doi.org/10.1109/igarss52108.2023.10282452","title":"Risce- An Explainable ML Chain for Practical Sustainable Agriculture","display_name":"Risce- An Explainable ML Chain for Practical Sustainable Agriculture","publication_year":2023,"publication_date":"2023-07-16","ids":{"openalex":"https://openalex.org/W4387803401","doi":"https://doi.org/10.1109/igarss52108.2023.10282452"},"language":"en","primary_location":{"id":"doi:10.1109/igarss52108.2023.10282452","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss52108.2023.10282452","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-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/A5072181620","display_name":"Chandrabali Karmakar","orcid":"https://orcid.org/0000-0002-7098-344X"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Chandrabali Karmakar","raw_affiliation_strings":["German Aerospace Center (DLR),Wessling,Germany,82234"],"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR),Wessling,Germany,82234","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066415153","display_name":"Arnab Bhowmik","orcid":"https://orcid.org/0000-0002-3416-3401"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arnab Bhowmik","raw_affiliation_strings":["Institut f&#x00FC;r Mikroelektronik - und Mechatronik-Systeme gemeinn&#x00FC;tzige GmbH"],"affiliations":[{"raw_affiliation_string":"Institut f&#x00FC;r Mikroelektronik - und Mechatronik-Systeme gemeinn&#x00FC;tzige GmbH","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032852455","display_name":"Corneliu Octavian Dumitru","orcid":"https://orcid.org/0000-0001-5707-1799"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Corneliu Octavian Dumitru","raw_affiliation_strings":["German Aerospace Center (DLR),Wessling,Germany,82234"],"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR),Wessling,Germany,82234","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032370631","display_name":"Mihai Datcu","orcid":"https://orcid.org/0000-0002-3477-9687"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mihai Datcu","raw_affiliation_strings":["German Aerospace Center (DLR),Wessling,Germany,82234"],"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR),Wessling,Germany,82234","institution_ids":["https://openalex.org/I2898391981"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5072181620"],"corresponding_institution_ids":["https://openalex.org/I2898391981"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13991629,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"69","issue":null,"first_page":"7183","last_page":"7185"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9836999773979187,"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"}},"topics":[{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9836999773979187,"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"}},{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9818999767303467,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9584000110626221,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7757476568222046},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.6801755428314209},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.651358962059021},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5163577795028687},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.48774129152297974},{"id":"https://openalex.org/keywords/black-box","display_name":"Black box","score":0.44714176654815674},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4328491687774658},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.34821775555610657},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19137224555015564},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.13531425595283508},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.11724051833152771}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7757476568222046},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.6801755428314209},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.651358962059021},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5163577795028687},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.48774129152297974},{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.44714176654815674},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4328491687774658},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34821775555610657},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19137224555015564},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.13531425595283508},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11724051833152771},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","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/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/igarss52108.2023.10282452","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss52108.2023.10282452","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:elib.dlr.de:199734","is_oa":false,"landing_page_url":"https://doi.org/10.1109/IGARSS52108.2023.10282452>.","pdf_url":null,"source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.8500000238418579,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2290653249","https://openalex.org/W2945526235","https://openalex.org/W2946223265","https://openalex.org/W2995187556","https://openalex.org/W3172350297","https://openalex.org/W3205422485","https://openalex.org/W4224916470","https://openalex.org/W6797078592"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4200136508","https://openalex.org/W1980614089"],"abstract_inverted_index":{"Knowledge":[0],"systems":[1],"in":[2,56],"sustainable":[3],"agriculture":[4],"see":[5],"a":[6,79,156],"big":[7],"gap":[8,41],"with":[9,18,42,89,111,161],"end":[10],"users":[11,67,126],"due":[12],"to":[13,22,38,50,66,119,127],"lack":[14],"of":[15,46,74,82,158],"easy-to-use":[16],"interfaces":[17],"existing":[19],"knowledge.":[20],"Adding":[21],"the":[23,40,52,57,62,102],"problem,":[24],"decisions":[25],"coming":[26],"from":[27,104,131],"black-box":[28],"models":[29,49,97,106,110],"are":[30],"not":[31],"understandable":[32],"for":[33,87,122,147,166],"most":[34,53],"users.":[35,91],"We":[36],"try":[37],"bridge":[39],"an":[43,83,162],"integrated":[44,63],"chain":[45],"explainable":[47,84,164],"ML":[48,85,96,105,136],"address":[51],"useful":[54],"applications":[55],"agri-food":[58],"industry.":[59],"To":[60],"make":[61],"model":[64,165],"available":[65],"and":[68,107],"help":[69,133],"them":[70],"draw":[71],"benefits":[72],"out":[73],"it,":[75],"we":[76,154],"also":[77,108,117],"propose":[78],"novel":[80],"idea":[81],"framework":[86],"interaction":[88],"human":[90],"This":[92],"human-in-the-loop":[93],"approach":[94],"makes":[95],"more":[98],"trustworthy.":[99],"End-users":[100],"understand":[101],"output":[103],"improve":[109],"feedback.":[112],"The":[113,138],"application":[114],"interface":[115],"is":[116,141],"proposed":[118,139],"have":[120],"features":[121],"multilingual":[123],"communication":[124],"among":[125],"build":[128],"communities.":[129],"Feedback":[130],"communities":[132],"further":[134],"refine":[135],"models.":[137],"system":[140,160],"named":[142],"as":[143],"Reusable":[144],"Intelligent":[145],"solution":[146],"Cultivation":[148],"Enhancement":[149],"(RISCE).":[150],"In":[151],"this":[152],"article,":[153],"provide":[155],"demonstration":[157],"our":[159],"intrinsically":[163],"crop":[167],"vigor":[168],"analysis.":[169]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
