{"id":"https://openalex.org/W4318147633","doi":"https://doi.org/10.1109/bigdata55660.2022.10020359","title":"NetZeroCO<sub>2</sub>, an AI framework for accelerated nature-based carbon sequestration","display_name":"NetZeroCO<sub>2</sub>, an AI framework for accelerated nature-based carbon sequestration","publication_year":2022,"publication_date":"2022-12-17","ids":{"openalex":"https://openalex.org/W4318147633","doi":"https://doi.org/10.1109/bigdata55660.2022.10020359"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata55660.2022.10020359","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata55660.2022.10020359","pdf_url":null,"source":{"id":"https://openalex.org/S4363607709","display_name":"2022 IEEE International Conference on Big Data (Big Data)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Big Data (Big Data)","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/A5050112041","display_name":"Ademir Ferreira da Silva","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113516","display_name":"IBM Research - Brazil","ror":"https://ror.org/01fxqdx25","country_code":"BR","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210113516","https://openalex.org/I4210114115"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Ademir Ferreira da Silva","raw_affiliation_strings":["IBM Research - Brazil,Rio de Janeiro,Brazil","IBM Research - Brazil, Rio de Janeiro, Brazil"],"affiliations":[{"raw_affiliation_string":"IBM Research - Brazil,Rio de Janeiro,Brazil","institution_ids":["https://openalex.org/I4210113516"]},{"raw_affiliation_string":"IBM Research - Brazil, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I4210113516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044757973","display_name":"Juan Nathaniel","orcid":null},"institutions":[{"id":"https://openalex.org/I45029084","display_name":"City University of Seattle","ror":"https://ror.org/008a9hf75","country_code":"US","type":"education","lineage":["https://openalex.org/I4210086682","https://openalex.org/I45029084"]},{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]},{"id":"https://openalex.org/I174216632","display_name":"City University of New York","ror":"https://ror.org/00453a208","country_code":"US","type":"education","lineage":["https://openalex.org/I174216632"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Juan Nathaniel","raw_affiliation_strings":["Columbia University,New York City,USA","Columbia University, New York City, USA"],"affiliations":[{"raw_affiliation_string":"Columbia University,New York City,USA","institution_ids":["https://openalex.org/I78577930","https://openalex.org/I174216632"]},{"raw_affiliation_string":"Columbia University, New York City, USA","institution_ids":["https://openalex.org/I78577930","https://openalex.org/I45029084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010388971","display_name":"Ken C. L. Wong","orcid":"https://orcid.org/0000-0002-9955-3953"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ken C. L. Wong","raw_affiliation_strings":["IBM Research - Almaden,San Jose,USA","IBM Research - Almaden, San Jose, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research - Almaden,San Jose,USA","institution_ids":["https://openalex.org/I4210085935"]},{"raw_affiliation_string":"IBM Research - Almaden, San Jose, USA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025361716","display_name":"Campbell Watson","orcid":"https://orcid.org/0000-0003-3029-9069"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Campbell Watson","raw_affiliation_strings":["IBM TJ Watson Research Center,Yorktown Heights,USA","IBM TJ Watson Research Center, Yorktown Heights, USA"],"affiliations":[{"raw_affiliation_string":"IBM TJ Watson Research Center,Yorktown Heights,USA","institution_ids":[]},{"raw_affiliation_string":"IBM TJ Watson Research Center, Yorktown Heights, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100396648","display_name":"Hongzhi Wang","orcid":"https://orcid.org/0000-0002-5469-2327"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hongzhi Wang","raw_affiliation_strings":["IBM Research - Almaden,San Jose,USA","IBM Research - Almaden, San Jose, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research - Almaden,San Jose,USA","institution_ids":["https://openalex.org/I4210085935"]},{"raw_affiliation_string":"IBM Research - Almaden, San Jose, USA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027796086","display_name":"Jitendra Singh","orcid":"https://orcid.org/0000-0001-5374-2153"},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jitendra Singh","raw_affiliation_strings":["IBM Research &#x2013; India,Gurgaon,India"],"affiliations":[{"raw_affiliation_string":"IBM Research &#x2013; India,Gurgaon,India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057815765","display_name":"Alexandre Alkmim Chamon","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113516","display_name":"IBM Research - Brazil","ror":"https://ror.org/01fxqdx25","country_code":"BR","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210113516","https://openalex.org/I4210114115"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Alexandre Alkmim Chamon","raw_affiliation_strings":["IBM Research - Brazil,Rio de Janeiro,Brazil","IBM Research - Brazil, Rio de Janeiro, Brazil"],"affiliations":[{"raw_affiliation_string":"IBM Research - Brazil,Rio de Janeiro,Brazil","institution_ids":["https://openalex.org/I4210113516"]},{"raw_affiliation_string":"IBM Research - Brazil, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I4210113516"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023556527","display_name":"Levente J. Klein","orcid":"https://orcid.org/0000-0001-9497-1403"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Levente Klein","raw_affiliation_strings":["IBM TJ Watson Research Center,Yorktown Heights,USA","IBM TJ Watson Research Center, Yorktown Heights, USA"],"affiliations":[{"raw_affiliation_string":"IBM TJ Watson Research Center,Yorktown Heights,USA","institution_ids":[]},{"raw_affiliation_string":"IBM TJ Watson Research Center, Yorktown Heights, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5050112041"],"corresponding_institution_ids":["https://openalex.org/I4210113516"],"apc_list":null,"apc_paid":null,"fwci":3.253,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.93742018,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"4881","last_page":"4887"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11588","display_name":"Atmospheric and Environmental Gas Dynamics","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T11588","display_name":"Atmospheric and Environmental Gas Dynamics","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9883000254631042,"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/T10555","display_name":"Fire effects on ecosystems","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/carbon-sequestration","display_name":"Carbon sequestration","score":0.8294994235038757},{"id":"https://openalex.org/keywords/carbon-fibers","display_name":"Carbon fibers","score":0.6684253215789795},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5999839901924133},{"id":"https://openalex.org/keywords/carbon-flux","display_name":"Carbon flux","score":0.5612744688987732},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.523435115814209},{"id":"https://openalex.org/keywords/carbon-cycle","display_name":"Carbon cycle","score":0.4480142295360565},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.43687963485717773},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4240257740020752},{"id":"https://openalex.org/keywords/earth-science","display_name":"Earth science","score":0.3308162987232208},{"id":"https://openalex.org/keywords/carbon-dioxide","display_name":"Carbon dioxide","score":0.2052556276321411},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.19926491379737854},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12921854853630066},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.11816409230232239},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.11299672722816467},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.08515903353691101},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.07642754912376404}],"concepts":[{"id":"https://openalex.org/C22884784","wikidata":"https://www.wikidata.org/wiki/Q15305550","display_name":"Carbon sequestration","level":3,"score":0.8294994235038757},{"id":"https://openalex.org/C140205800","wikidata":"https://www.wikidata.org/wiki/Q5860","display_name":"Carbon fibers","level":3,"score":0.6684253215789795},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5999839901924133},{"id":"https://openalex.org/C2993678126","wikidata":"https://www.wikidata.org/wiki/Q167751","display_name":"Carbon flux","level":3,"score":0.5612744688987732},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.523435115814209},{"id":"https://openalex.org/C6939412","wikidata":"https://www.wikidata.org/wiki/Q167751","display_name":"Carbon cycle","level":3,"score":0.4480142295360565},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.43687963485717773},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4240257740020752},{"id":"https://openalex.org/C1965285","wikidata":"https://www.wikidata.org/wiki/Q8008","display_name":"Earth science","level":1,"score":0.3308162987232208},{"id":"https://openalex.org/C530467964","wikidata":"https://www.wikidata.org/wiki/Q1997","display_name":"Carbon dioxide","level":2,"score":0.2052556276321411},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.19926491379737854},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12921854853630066},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.11816409230232239},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.11299672722816467},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.08515903353691101},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07642754912376404},{"id":"https://openalex.org/C104779481","wikidata":"https://www.wikidata.org/wiki/Q50707","display_name":"Composite number","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/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata55660.2022.10020359","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata55660.2022.10020359","pdf_url":null,"source":{"id":"https://openalex.org/S4363607709","display_name":"2022 IEEE International Conference on Big Data (Big Data)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.8199999928474426,"display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1552391680","https://openalex.org/W1592341820","https://openalex.org/W1901129140","https://openalex.org/W1969834758","https://openalex.org/W2000572933","https://openalex.org/W2004553299","https://openalex.org/W2024689500","https://openalex.org/W2033866247","https://openalex.org/W2039158574","https://openalex.org/W2060528109","https://openalex.org/W2094876857","https://openalex.org/W2111443984","https://openalex.org/W2138102892","https://openalex.org/W2140000721","https://openalex.org/W2169798289","https://openalex.org/W2202100984","https://openalex.org/W2292439029","https://openalex.org/W2462610241","https://openalex.org/W2526491654","https://openalex.org/W2588003345","https://openalex.org/W2588913091","https://openalex.org/W2725897987","https://openalex.org/W2761159683","https://openalex.org/W2767215839","https://openalex.org/W2799703355","https://openalex.org/W2891155035","https://openalex.org/W2955316307","https://openalex.org/W2969592549","https://openalex.org/W2986199940","https://openalex.org/W3011738444","https://openalex.org/W3092923133","https://openalex.org/W3093215896","https://openalex.org/W3095113677","https://openalex.org/W3096967754","https://openalex.org/W3097222573","https://openalex.org/W3166420679","https://openalex.org/W3176527959","https://openalex.org/W4287161939","https://openalex.org/W4297948366","https://openalex.org/W4387802908","https://openalex.org/W6639824700","https://openalex.org/W6733879790","https://openalex.org/W6744809891","https://openalex.org/W6784227514","https://openalex.org/W6784963685","https://openalex.org/W6796939180","https://openalex.org/W6843554988","https://openalex.org/W6846696658"],"related_works":["https://openalex.org/W2020602465","https://openalex.org/W4211131367","https://openalex.org/W1556429057","https://openalex.org/W3103090332","https://openalex.org/W3044693612","https://openalex.org/W1635780941","https://openalex.org/W4255288558","https://openalex.org/W206772552","https://openalex.org/W2305399740","https://openalex.org/W2507935717"],"abstract_inverted_index":{"Nature-based":[0],"carbon":[1,37,50,63,92,114,131,135],"sequestration":[2,132,136],"is":[3,41],"currently":[4],"the":[5,16,28,46,49,56,72,77,101,111,119],"most":[6],"viable":[7],"solutions":[8],"to":[9,30,60,85,107,126],"extract":[10],"CO":[11],"<inf":[12],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[13],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</inf>":[14],"from":[15],"atmosphere":[17],"and":[18,25,32,55,80,97,109,129],"convert":[19],"it":[20],"into":[21],"carbon.":[22],"Oceans,":[23],"soils":[24],"forests":[26],"have":[27],"potential":[29],"capture":[31],"store":[33],"large":[34,73],"amount":[35],"of":[36,48,76,121],"for":[38],"decades.":[39],"There":[40],"an":[42,122],"ongoing":[43],"debate":[44],"about":[45],"permanence":[47],"sequestered":[51],"by":[52],"nature-based":[53,134],"processes":[54],"precise":[57],"techniques":[58],"required":[59],"monitor":[61,86,110],"these":[62],"pools.":[64],"Remote":[65],"sensing":[66],"plays":[67],"a":[68,82],"crucial":[69],"role":[70],"in":[71,113,133],"scale":[74],"observations":[75],"Earth":[78],"surface":[79],"provides":[81],"scalable":[83],"method":[84],"land":[87],"use":[88],"that":[89],"can":[90],"affect":[91],"sequestration.":[93],"Optical":[94],"spectral":[95],"information":[96],"radar":[98],"signals":[99],"are":[100],"best":[102],"candidates":[103],"as":[104],"proxy":[105],"data":[106],"quantify":[108,130],"change":[112],"sequestered.":[115],"Here":[116],"we":[117],"outline":[118],"design":[120],"AI":[123],"enabled":[124],"framework":[125],"monitor,":[127],"verify,":[128],"processes.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}