{"id":"https://openalex.org/W4387828807","doi":"https://doi.org/10.1109/igarss52108.2023.10281725","title":"Conducting Ethically Mindful Earth Observation Research: The Case of Slum Mapping","display_name":"Conducting Ethically Mindful Earth Observation Research: The Case of Slum Mapping","publication_year":2023,"publication_date":"2023-07-16","ids":{"openalex":"https://openalex.org/W4387828807","doi":"https://doi.org/10.1109/igarss52108.2023.10281725"},"language":"en","primary_location":{"id":"doi:10.1109/igarss52108.2023.10281725","doi":"https://doi.org/10.1109/igarss52108.2023.10281725","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss52108.2023.10281725","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IEEE International Geoscience and Remote Sensing Symposium (IGARSS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"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"},"parent_works":[],"lineage":["https://openalex.org/W4387828807"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"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/A5009817240","display_name":"Mrinalini Kochupillai","orcid":"https://orcid.org/0000-0001-9854-0790","observed_orcids":["https://orcid.org/0000-0001-9854-0790"]},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mrinalini Kochupillai","raw_affiliation_strings":["Technical University of Munich,Data Science in Earth Observation,Munich,Germany","Data Science in Earth Observation, Technical University of Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich,Data Science in Earth Observation,Munich,Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Data Science in Earth Observation, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046449632","display_name":"Hannes Taubenb\u00f6ck","orcid":"https://orcid.org/0000-0003-4360-9126","observed_orcids":["https://orcid.org/0000-0003-4360-9126"]},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]},{"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":"Hannes Taubenb\u00f6ck","raw_affiliation_strings":["Germany Julius-Maximilians-Universit\u00e4t,German Aerospace Center Oberpfaffenhofen,W\u00fcrzburg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Germany Julius-Maximilians-Universit\u00e4t,German Aerospace Center Oberpfaffenhofen,W\u00fcrzburg","institution_ids":["https://openalex.org/I25974101","https://openalex.org/I2898391981"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9942,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.80603975,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1937","last_page":"1940"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.3716000020503998,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.3716000020503998,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.18310000002384186,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.09669999778270721,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/slum-mapping","display_name":"slum mapping","score":0.9950000047683716},{"id":"https://openalex.org/keywords/urban-informatics","display_name":"urban informatics","score":0.5460000038146973},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"satellite imagery","score":0.7559999823570251},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.6290000081062317},{"id":"https://openalex.org/keywords/high-resolution-satellite-imagery","display_name":"high-resolution satellite imagery","score":0.6620000004768372}],"concepts":[{"id":"https://openalex.org/C2778631157","wikidata":"https://www.wikidata.org/wiki/Q201759","display_name":"Slum","level":3,"score":0.6752724647521973},{"id":"https://openalex.org/C2986663376","wikidata":"https://www.wikidata.org/wiki/Q9465","display_name":"Ethical issues","level":2,"score":0.6108781099319458},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5577538013458252},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.552686333656311},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.4781416654586792},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4768047034740448},{"id":"https://openalex.org/C129454956","wikidata":"https://www.wikidata.org/wiki/Q1402508","display_name":"Field research","level":2,"score":0.46651068329811096},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.44331374764442444},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.38498395681381226},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38159310817718506},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3553677797317505},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.353146493434906},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2751750349998474},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2373039722442627},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21706771850585938},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2141386866569519},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.16912022233009338},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.13746494054794312},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08700311183929443},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/igarss52108.2023.10281725","doi":"https://doi.org/10.1109/igarss52108.2023.10281725","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss52108.2023.10281725","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IEEE International Geoscience and Remote Sensing Symposium (IGARSS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"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:199866","doi":null,"is_oa":false,"landing_page_url":"https://ieeexplore.ieee.org/abstract/document/10281725","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,"listed_in":[],"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Konferenzbeitrag"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1532781318","https://openalex.org/W1544837231","https://openalex.org/W2067654461","https://openalex.org/W2790886567","https://openalex.org/W2883417545","https://openalex.org/W2902634493","https://openalex.org/W2915971115","https://openalex.org/W2947909954","https://openalex.org/W2953522645","https://openalex.org/W3003385079","https://openalex.org/W3045659293","https://openalex.org/W3080475201","https://openalex.org/W3082648784","https://openalex.org/W3137220143","https://openalex.org/W3158228428","https://openalex.org/W4313148177","https://openalex.org/W4321384499"],"related_works":["https://openalex.org/W3205939648","https://openalex.org/W3186869931","https://openalex.org/W4387256158","https://openalex.org/W2899506370","https://openalex.org/W2008325837","https://openalex.org/W7057688608","https://openalex.org/W2612587262","https://openalex.org/W4396689495","https://openalex.org/W4235101602","https://openalex.org/W3115890738"],"abstract_inverted_index":{"Ethical":[0],"issues":[1,69],"in":[2,12],"Earth":[3],"Observation":[4],"(EO)":[5],"research":[6,14,97],"have":[7],"not":[8],"received":[9],"much":[10],"attention":[11],"academic":[13],"thus":[15],"far.":[16],"However,":[17],"they":[18],"are":[19],"becoming":[20],"centrally":[21],"relevant":[22],"as":[23],"a":[24,65],"result":[25],"of":[26,33,48,67,75,96],"increasing":[27],"satellite":[28],"image":[29,57],"resolution,":[30],"the":[31],"use":[32,50],"Artificial":[34],"Intelligence":[35],"or":[36,56],"Machine":[37],"Learning":[38],"tools":[39],"together":[40],"with":[41],"EO":[42,54,76,83],"data,":[43],"and":[44,102],"an":[45],"ever-expanding":[46],"number":[47],"real-world":[49],"cases":[51],"based":[52],"on":[53,89],"data":[55],"analysis.":[58],"In":[59],"this":[60,94],"short":[61],"paper,":[62],"we":[63],"provide":[64,82],"summary":[66],"ethical":[68,100,104],"linked":[70],"to":[71,81,92,98],"one":[72],"key":[73],"field":[74,95],"research,":[77],"namely,":[78],"slum":[79],"mapping,":[80],"scientists":[84],"some":[85],"food":[86],"for":[87],"thought":[88],"how":[90],"best":[91],"re-frame":[93],"avoid":[99],"pitfalls":[101],"maximize":[103],"opportunities.":[105]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2023-10-21T00:00:00"}