{"id":"https://openalex.org/W4312379316","doi":"https://doi.org/10.2139/ssrn.4236289","title":"Article Title: Multivariate Analysis on Adaptive Traits of Drought and Low Phosphorus Tolerant Common Beans (Phaseolus Vulgaris L.) for Sub-Saharan Tropical Environment","display_name":"Article Title: Multivariate Analysis on Adaptive Traits of Drought and Low Phosphorus Tolerant Common Beans (Phaseolus Vulgaris L.) for Sub-Saharan Tropical Environment","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312379316","doi":"https://doi.org/10.2139/ssrn.4236289"},"language":"en","primary_location":{"id":"doi:10.2139/ssrn.4236289","doi":"https://doi.org/10.2139/ssrn.4236289","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.4236289","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"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":"posted-content"},"volume":null,"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2139/ssrn.4236289","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090372867","display_name":"David Appiah-Kubi","orcid":"https://orcid.org/0000-0003-1779-0961","observed_orcids":["https://orcid.org/0000-0003-1779-0961"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"David Appiah-Kubi","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-1779-0961","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086817763","display_name":"James Yaw Asibuo","orcid":"https://orcid.org/0000-0002-5960-9529","observed_orcids":["https://orcid.org/0000-0002-5960-9529"]},"institutions":[{"id":"https://openalex.org/I21360634","display_name":"Council for Scientific and Industrial Research","ror":"https://ror.org/05j00sr48","country_code":"ZA","type":"government","lineage":["https://openalex.org/I21360634"]},{"id":"https://openalex.org/I4210137126","display_name":"Council for Scientific and Industrial Research","ror":"https://ror.org/03ad6kn10","country_code":"GH","type":"facility","lineage":["https://openalex.org/I4210137126"]},{"id":"https://openalex.org/I66760702","display_name":"Council of Scientific and Industrial Research","ror":"https://ror.org/021wm7p51","country_code":"IN","type":"government","lineage":["https://openalex.org/I2799351866","https://openalex.org/I4210134808","https://openalex.org/I66760702"]}],"countries":["GH","IN","ZA"],"is_corresponding":false,"raw_author_name":"James  Yaw Asibuo","raw_affiliation_strings":["Council for Scientific and Industrial Research (CSIR)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Council for Scientific and Industrial Research (CSIR)","institution_ids":["https://openalex.org/I21360634","https://openalex.org/I4210137126","https://openalex.org/I66760702"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073837910","display_name":"Louis Butare","orcid":"https://orcid.org/0000-0001-7885-4004","observed_orcids":["https://orcid.org/0000-0001-7885-4004"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Louis Butare","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087904930","display_name":"Stephen Yeboah","orcid":"https://orcid.org/0000-0002-6811-6355","observed_orcids":["https://orcid.org/0000-0002-6811-6355"]},"institutions":[{"id":"https://openalex.org/I21360634","display_name":"Council for Scientific and Industrial Research","ror":"https://ror.org/05j00sr48","country_code":"ZA","type":"government","lineage":["https://openalex.org/I21360634"]},{"id":"https://openalex.org/I4210137126","display_name":"Council for Scientific and Industrial Research","ror":"https://ror.org/03ad6kn10","country_code":"GH","type":"facility","lineage":["https://openalex.org/I4210137126"]},{"id":"https://openalex.org/I66760702","display_name":"Council of Scientific and Industrial Research","ror":"https://ror.org/021wm7p51","country_code":"IN","type":"government","lineage":["https://openalex.org/I2799351866","https://openalex.org/I4210134808","https://openalex.org/I66760702"]}],"countries":["GH","IN","ZA"],"is_corresponding":false,"raw_author_name":"Stephen Yeboah","raw_affiliation_strings":["Council for Scientific and Industrial Research (CSIR)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Council for Scientific and Industrial Research (CSIR)","institution_ids":["https://openalex.org/I21360634","https://openalex.org/I4210137126","https://openalex.org/I66760702"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014890212","display_name":"Maxwell Lamptey","orcid":"https://orcid.org/0000-0002-6715-2549","observed_orcids":["https://orcid.org/0000-0002-6715-2549"]},"institutions":[{"id":"https://openalex.org/I21360634","display_name":"Council for Scientific and Industrial Research","ror":"https://ror.org/05j00sr48","country_code":"ZA","type":"government","lineage":["https://openalex.org/I21360634"]},{"id":"https://openalex.org/I4210137126","display_name":"Council for Scientific and Industrial Research","ror":"https://ror.org/03ad6kn10","country_code":"GH","type":"facility","lineage":["https://openalex.org/I4210137126"]},{"id":"https://openalex.org/I66760702","display_name":"Council of Scientific and Industrial Research","ror":"https://ror.org/021wm7p51","country_code":"IN","type":"government","lineage":["https://openalex.org/I2799351866","https://openalex.org/I4210134808","https://openalex.org/I66760702"]}],"countries":["GH","IN","ZA"],"is_corresponding":false,"raw_author_name":"Maxwell Lamptey","raw_affiliation_strings":["Council for Scientific and Industrial Research (CSIR)"],"raw_orcid":"https://orcid.org/0000-0002-6715-2549","affiliations":[{"raw_affiliation_string":"Council for Scientific and Industrial Research (CSIR)","institution_ids":["https://openalex.org/I21360634","https://openalex.org/I4210137126","https://openalex.org/I66760702"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030293823","display_name":"Alexander Wireko Kena","orcid":"https://orcid.org/0000-0003-3385-4945","observed_orcids":["https://orcid.org/0000-0003-3385-4945"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alexander  Wireko Kena","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050680551","display_name":"Henry Oppong Tuffour","orcid":"https://orcid.org/0000-0002-7060-3857","observed_orcids":["https://orcid.org/0000-0002-7060-3857"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Henry  Oppong Tuffour","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5085307594","display_name":"Richard Akromah","orcid":"https://orcid.org/0000-0003-4199-0357","observed_orcids":["https://orcid.org/0000-0003-4199-0357"]},"institutions":[{"id":"https://openalex.org/I28046988","display_name":"Kwame Nkrumah University of Science and Technology","ror":"https://ror.org/00cb23x68","country_code":"GH","type":"education","lineage":["https://openalex.org/I28046988"]}],"countries":["GH"],"is_corresponding":false,"raw_author_name":"Richard Akromah","raw_affiliation_strings":["Kwame Nkrumah University of Science and Technology, Department of Biochemistry and Biotiotechnology, KNUST, Kumasi, 233, Ghana"],"raw_orcid":"https://orcid.org/0000-0003-4199-0357","affiliations":[{"raw_affiliation_string":"Kwame Nkrumah University of Science and Technology, Department of Biochemistry and Biotiotechnology, KNUST, Kumasi, 233, Ghana","institution_ids":["https://openalex.org/I28046988"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5090372867"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11229","display_name":"Genetics and Plant Breeding","score":0.5580999851226807,"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"}},"topics":[{"id":"https://openalex.org/T11229","display_name":"Genetics and Plant Breeding","score":0.5580999851226807,"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/T12115","display_name":"Genetic and Environmental Crop Studies","score":0.40230000019073486,"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/T13628","display_name":"Agricultural Productivity and Crop Improvement","score":0.015399999916553497,"subfield":{"id":"https://openalex.org/subfields/1102","display_name":"Agronomy and Crop 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"}}],"keywords":[{"id":"https://openalex.org/keywords/common-bean","display_name":"Phaseolus vulgaris","score":0.9950000047683716},{"id":"https://openalex.org/keywords/drought-tolerance","display_name":"drought tolerance","score":0.9990000128746033},{"id":"https://openalex.org/keywords/low-phosphorus-tolerance","display_name":"low phosphorus tolerance","score":0.972000002861023},{"id":"https://openalex.org/keywords/adaptive-traits","display_name":"adaptive traits","score":0.7739999890327454},{"id":"https://openalex.org/keywords/root-traits","display_name":"root traits","score":0.6159999966621399},{"id":"https://openalex.org/keywords/yield-components","display_name":"yield components","score":0.9010000228881836},{"id":"https://openalex.org/keywords/gene-environment-interaction","display_name":"gene-environment interaction","score":0.6639999747276306},{"id":"https://openalex.org/keywords/phosphorus-fertilization","display_name":"phosphorus fertilization","score":0.7820000052452087},{"id":"https://openalex.org/keywords/water-stress","display_name":"water stress","score":0.6470000147819519},{"id":"https://openalex.org/keywords/phenological-cycle","display_name":"phenological cycle","score":0.703000009059906}],"concepts":[{"id":"https://openalex.org/C2776286235","wikidata":"https://www.wikidata.org/wiki/Q310438","display_name":"Phaseolus","level":2,"score":0.9510061740875244},{"id":"https://openalex.org/C510538283","wikidata":"https://www.wikidata.org/wiki/Q674","display_name":"Phosphorus","level":2,"score":0.5977339744567871},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.4999275207519531},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.4314141273498535},{"id":"https://openalex.org/C38180746","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate analysis","level":2,"score":0.42130231857299805},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.41983771324157715},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3315015435218811},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24421387910842896},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1708199679851532},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.11350607872009277},{"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:10.2139/ssrn.4236289","doi":"https://doi.org/10.2139/ssrn.4236289","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.4236289","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"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":"posted-content"}],"best_oa_location":{"id":"doi:10.2139/ssrn.4236289","doi":"https://doi.org/10.2139/ssrn.4236289","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.4236289","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"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":"posted-content"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":1.0}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2042608267","https://openalex.org/W2112231637","https://openalex.org/W4230363042","https://openalex.org/W2372019464","https://openalex.org/W2150155089","https://openalex.org/W4239196635","https://openalex.org/W2142269814","https://openalex.org/W2150141978","https://openalex.org/W2955591173","https://openalex.org/W149914469"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-10-02T10:15:12.560889","created_date":"2025-10-10T00:00:00"}
