{"id":"https://openalex.org/W7216476352","doi":"https://doi.org/10.3390/biomass6050087","title":"Phycobiostimulants 2.0: Integrating Algal Biomass Provenance, Processing, Molecular Mechanisms and Predictable Crop Performance","display_name":"Phycobiostimulants 2.0: Integrating Algal Biomass Provenance, Processing, Molecular Mechanisms and Predictable Crop Performance","publication_year":2026,"publication_date":"2026-10-02","ids":{"openalex":"https://openalex.org/W7216476352","doi":"https://doi.org/10.3390/biomass6050087"},"language":"en","primary_location":{"id":"doi:10.3390/biomass6050087","doi":"https://doi.org/10.3390/biomass6050087","is_oa":true,"landing_page_url":"https://doi.org/10.3390/biomass6050087","pdf_url":null,"source":{"id":"https://openalex.org/S4210202005","display_name":"Biomass","issn_l":"2673-8783","issn":["2673-8783"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomass","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/biomass6050087","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039479543","display_name":"Jos\u00e9 Guadalupe Luna-Ortega","orcid":"https://orcid.org/0000-0001-7226-920X","observed_orcids":["https://orcid.org/0000-0001-7226-920X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"J Guadalupe Luna-Ortega","raw_affiliation_strings":["Departamento de Ingenier\u00eda, Universidad Polit\u00e9cnica de la Regi\u00f3n Laguna, Calle sin Nombre s/n, Ejido Santa Teresa, San Pedro 27942, Coahuila, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Ingenier\u00eda, Universidad Polit\u00e9cnica de la Regi\u00f3n Laguna, Calle sin Nombre s/n, Ejido Santa Teresa, San Pedro 27942, Coahuila, Mexico","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099261875","display_name":"David Antonio Zu\u00f1\u00edga-Grac\u00eda","orcid":"https://orcid.org/0009-0006-4691-8249","observed_orcids":["https://orcid.org/0009-0006-4691-8249"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David Antonio Z\u00fa\u00f1iga-Gracia","raw_affiliation_strings":["Departamento de Ingenier\u00eda, Universidad Polit\u00e9cnica de la Regi\u00f3n Laguna, Calle sin Nombre s/n, Ejido Santa Teresa, San Pedro 27942, Coahuila, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Ingenier\u00eda, Universidad Polit\u00e9cnica de la Regi\u00f3n Laguna, Calle sin Nombre s/n, Ejido Santa Teresa, San Pedro 27942, Coahuila, Mexico","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048707577","display_name":"Mar\u00eda Gabriela Cervantes-V\u00e1zquez","orcid":"https://orcid.org/0000-0003-0402-3894","observed_orcids":["https://orcid.org/0000-0003-0402-3894"]},"institutions":[{"id":"https://openalex.org/I200267027","display_name":"Universidad Ju\u00e1rez del Estado de Durango","ror":"https://ror.org/02w0sqd02","country_code":"MX","type":"education","lineage":["https://openalex.org/I200267027"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Maria Gabriela Cervantes V\u00e1zquez","raw_affiliation_strings":["Facultad de Agricultura y Zootecnia, Universidad Ju\u00e1rez del Estado de Durango, G\u00f3mez Palacio 35110, Durango, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-0402-3894","affiliations":[{"raw_affiliation_string":"Facultad de Agricultura y Zootecnia, Universidad Ju\u00e1rez del Estado de Durango, G\u00f3mez Palacio 35110, Durango, Mexico","institution_ids":["https://openalex.org/I200267027"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020466560","display_name":"Tom\u00e1s Juan \u00c1lvaro Cervantes-V\u00e1zquez","orcid":"https://orcid.org/0000-0003-0479-1404","observed_orcids":["https://orcid.org/0000-0003-0479-1404","https://orcid.org/0000-0002-6968-4784"]},"institutions":[{"id":"https://openalex.org/I200267027","display_name":"Universidad Ju\u00e1rez del Estado de Durango","ror":"https://ror.org/02w0sqd02","country_code":"MX","type":"education","lineage":["https://openalex.org/I200267027"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Tom\u00e1s Juan \u00c1lvaro Cervantes V\u00e1zquez","raw_affiliation_strings":["Facultad de Agricultura y Zootecnia, Universidad Ju\u00e1rez del Estado de Durango, G\u00f3mez Palacio 35110, Durango, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-6968-4784","affiliations":[{"raw_affiliation_string":"Facultad de Agricultura y Zootecnia, Universidad Ju\u00e1rez del Estado de Durango, G\u00f3mez Palacio 35110, Durango, Mexico","institution_ids":["https://openalex.org/I200267027"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012753075","display_name":"Mario Garc\u00eda Carrillo","orcid":"https://orcid.org/0000-0001-8456-3895","observed_orcids":["https://orcid.org/0000-0001-8456-3895","https://orcid.org/0000-0002-6158-5749"]},"institutions":[{"id":"https://openalex.org/I70546738","display_name":"Universidad Aut\u00f3noma Agraria Antonio Narro","ror":"https://ror.org/00ads0y69","country_code":"MX","type":"education","lineage":["https://openalex.org/I70546738"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Mario Garc\u00eda Carrillo","raw_affiliation_strings":["Unidad Laguna, Departamento de Suelos, Universidad Aut\u00f3noma Agraria Antonio Narro, Periferico Ra\u00fal L\u00f3pez S\u00e1nchez, Colonia Valle Verde, Torre\u00f3n 27054, Coahuila, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Unidad Laguna, Departamento de Suelos, Universidad Aut\u00f3noma Agraria Antonio Narro, Periferico Ra\u00fal L\u00f3pez S\u00e1nchez, Colonia Valle Verde, Torre\u00f3n 27054, Coahuila, Mexico","institution_ids":["https://openalex.org/I70546738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042571376","display_name":"Susana Marlene Barrales-Heredia","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4061448","display_name":"Universidad de Sonora","ror":"https://ror.org/00c32gy34","country_code":"MX","type":"education","lineage":["https://openalex.org/I4061448"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Susana Marlene Barrales Heredia","raw_affiliation_strings":["Departamento de Agricultura y Ganader\u00eda, Universidad de Sonora, Carretera 100 a Bah\u00eda de Kino km 21.5, Hermosillo 83323, Sonora, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Agricultura y Ganader\u00eda, Universidad de Sonora, Carretera 100 a Bah\u00eda de Kino km 21.5, Hermosillo 83323, Sonora, Mexico","institution_ids":["https://openalex.org/I4061448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068644168","display_name":"Lira A. Gaysina","orcid":"https://orcid.org/0000-0002-0920-6449","observed_orcids":["https://orcid.org/0000-0002-0920-6449"]},"institutions":[{"id":"https://openalex.org/I4210154985","display_name":"M. Akmullah Bashkir State Pedagogical University","ror":"https://ror.org/05qcjpk30","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210154985"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Lira A. Gaysina","raw_affiliation_strings":["Department of Bioecology and Biological Education, M. Akmullah Bashkir State Pedagogical University, Ufa 450000, Russia"],"raw_orcid":"https://orcid.org/0000-0002-0920-6449","affiliations":[{"raw_affiliation_string":"Department of Bioecology and Biological Education, M. Akmullah Bashkir State Pedagogical University, Ufa 450000, Russia","institution_ids":["https://openalex.org/I4210154985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025488065","display_name":"Prabhaharan Renganathan","orcid":"https://orcid.org/0000-0002-2975-4688","observed_orcids":["https://orcid.org/0000-0002-2975-4688","https://orcid.org/0000-0002-6514-8589","https://orcid.org/0000-0002-9766-094X"]},"institutions":[{"id":"https://openalex.org/I4210154985","display_name":"M. Akmullah Bashkir State Pedagogical University","ror":"https://ror.org/05qcjpk30","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210154985"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Prabhaharan Renganathan","raw_affiliation_strings":["Department of Bioecology and Biological Education, M. Akmullah Bashkir State Pedagogical University, Ufa 450000, Russia"],"raw_orcid":"https://orcid.org/0000-0002-2975-4688","affiliations":[{"raw_affiliation_string":"Department of Bioecology and Biological Education, M. Akmullah Bashkir State Pedagogical University, Ufa 450000, Russia","institution_ids":["https://openalex.org/I4210154985"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027340212","display_name":"Edgar Omar Rueda-Puente","orcid":"https://orcid.org/0000-0001-6477-7861","observed_orcids":["https://orcid.org/0000-0001-6477-7861","https://orcid.org/0000-0002-9724-0558"]},"institutions":[{"id":"https://openalex.org/I4061448","display_name":"Universidad de Sonora","ror":"https://ror.org/00c32gy34","country_code":"MX","type":"education","lineage":["https://openalex.org/I4061448"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Edgar Omar Rueda Puente","raw_affiliation_strings":["Departamento de Agricultura y Ganader\u00eda, Universidad de Sonora, Boulevard Luis Encinas y Rosales, Hermosillo 83000, Sonora, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-9724-0558","affiliations":[{"raw_affiliation_string":"Departamento de Agricultura y Ganader\u00eda, Universidad de Sonora, Boulevard Luis Encinas y Rosales, Hermosillo 83000, Sonora, Mexico","institution_ids":["https://openalex.org/I4061448"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5025488065","https://openalex.org/A5027340212"],"corresponding_institution_ids":["https://openalex.org/I4061448","https://openalex.org/I4210154985"],"apc_list":{"value":1000,"currency":"CHF","value_usd":1207},"apc_paid":{"value":1000,"currency":"CHF","value_usd":1207},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":"5","first_page":"87","last_page":"87"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12407","display_name":"Plant Growth Enhancement Techniques","score":1.0,"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/T12407","display_name":"Plant Growth Enhancement Techniques","score":1.0,"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/T13246","display_name":"Agriculture, Plant Science, Crop Management","score":0.0,"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/T11418","display_name":"Plant Micronutrient Interactions and Effects","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/seaweed","display_name":"seaweed","score":0.847000002861023},{"id":"https://openalex.org/keywords/microalgae","display_name":"microalgae","score":1.0},{"id":"https://openalex.org/keywords/cyanobacteria","display_name":"cyanobacteria","score":0.9990000128746033},{"id":"https://openalex.org/keywords/crop-performance","display_name":"crop performance","score":0.621999979019165},{"id":"https://openalex.org/keywords/hormone-interaction","display_name":"hormone crosstalk","score":0.9580000042915344},{"id":"https://openalex.org/keywords/redox-regulation","display_name":"redox regulation","score":0.9950000047683716},{"id":"https://openalex.org/keywords/metabolic-reprogramming","display_name":"metabolic reprogramming","score":0.9169999957084656},{"id":"https://openalex.org/keywords/rhizosphere","display_name":"rhizosphere","score":0.8169999718666077},{"id":"https://openalex.org/keywords/plant-microbiota","display_name":"plant microbiome","score":0.9350000023841858},{"id":"https://openalex.org/keywords/quality-by-design","display_name":"quality by design","score":0.6919999718666077},{"id":"https://openalex.org/keywords/algal-biorefinery","display_name":"algal biorefinery","score":0.7940000295639038},{"id":"https://openalex.org/keywords/precision-application","display_name":"precision application","score":0.7870000004768372},{"id":"https://openalex.org/keywords/reproducibility","display_name":"reproducibility","score":0.7440000176429749}],"concepts":[{"id":"https://openalex.org/C115540264","wikidata":"https://www.wikidata.org/wiki/Q2945560","display_name":"Biomass (ecology)","level":2,"score":0.7307000160217285},{"id":"https://openalex.org/C86626682","wikidata":"https://www.wikidata.org/wiki/Q1124578","display_name":"Rhizosphere","level":3,"score":0.6668000221252441},{"id":"https://openalex.org/C183696295","wikidata":"https://www.wikidata.org/wiki/Q2487696","display_name":"Biochemical engineering","level":1,"score":0.6485999822616577},{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.47929999232292175},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.47679999470710754},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.4652999937534332},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.4189999997615814},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.39419999718666077},{"id":"https://openalex.org/C192039558","wikidata":"https://www.wikidata.org/wiki/Q3595890","display_name":"Biofertilizer","level":2,"score":0.38510000705718994},{"id":"https://openalex.org/C2779669040","wikidata":"https://www.wikidata.org/wiki/Q93315","display_name":"Cyanobacteria","level":3,"score":0.3580000102519989},{"id":"https://openalex.org/C42060753","wikidata":"https://www.wikidata.org/wiki/Q16842156","display_name":"Biomass partitioning","level":3,"score":0.3483999967575073},{"id":"https://openalex.org/C15151743","wikidata":"https://www.wikidata.org/wiki/Q903778","display_name":"Metagenomics","level":3,"score":0.3398999869823456},{"id":"https://openalex.org/C142796444","wikidata":"https://www.wikidata.org/wiki/Q181394","display_name":"Nutrient","level":2,"score":0.33980000019073486},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.3379000127315521},{"id":"https://openalex.org/C4916135","wikidata":"https://www.wikidata.org/wiki/Q4119055","display_name":"Bioprocess","level":2,"score":0.328900009393692},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.320499986410141},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.3190999925136566},{"id":"https://openalex.org/C2781162219","wikidata":"https://www.wikidata.org/wiki/Q26250693","display_name":"Replicate","level":2,"score":0.30309998989105225},{"id":"https://openalex.org/C2991680293","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Crop cultivation","level":3,"score":0.30000001192092896},{"id":"https://openalex.org/C156380964","wikidata":"https://www.wikidata.org/wiki/Q18556","display_name":"Bioenergy","level":3,"score":0.29600000381469727},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.2840000092983246},{"id":"https://openalex.org/C126343540","wikidata":"https://www.wikidata.org/wiki/Q889514","display_name":"Crop yield","level":2,"score":0.27230000495910645},{"id":"https://openalex.org/C183889291","wikidata":"https://www.wikidata.org/wiki/Q5187955","display_name":"Crop residue","level":3,"score":0.2721000015735626},{"id":"https://openalex.org/C170859357","wikidata":"https://www.wikidata.org/wiki/Q131427","display_name":"Primary producers","level":4,"score":0.26489999890327454},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2513999938964844}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/biomass6050087","doi":"https://doi.org/10.3390/biomass6050087","is_oa":true,"landing_page_url":"https://doi.org/10.3390/biomass6050087","pdf_url":null,"source":{"id":"https://openalex.org/S4210202005","display_name":"Biomass","issn_l":"2673-8783","issn":["2673-8783"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomass","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e1e57490063f47d48b9ab3488b4a9146","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/e1e57490063f47d48b9ab3488b4a9146","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Biomass, Vol 6, Iss 5, p 87 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/biomass6050087","doi":"https://doi.org/10.3390/biomass6050087","is_oa":true,"landing_page_url":"https://doi.org/10.3390/biomass6050087","pdf_url":null,"source":{"id":"https://openalex.org/S4210202005","display_name":"Biomass","issn_l":"2673-8783","issn":["2673-8783"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomass","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.9208999872207642,"display_name":"Zero hunger"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":122,"referenced_works":["https://openalex.org/W1886677716","https://openalex.org/W1963571471","https://openalex.org/W1978523917","https://openalex.org/W1991191712","https://openalex.org/W2042663858","https://openalex.org/W2044076165","https://openalex.org/W2049831051","https://openalex.org/W2056731583","https://openalex.org/W2065644053","https://openalex.org/W2079998194","https://openalex.org/W2083945762","https://openalex.org/W2091828088","https://openalex.org/W2116731237","https://openalex.org/W2306521515","https://openalex.org/W2337075117","https://openalex.org/W2343542833","https://openalex.org/W2599219854","https://openalex.org/W2601028799","https://openalex.org/W2745130936","https://openalex.org/W2783505296","https://openalex.org/W2788456521","https://openalex.org/W2793476021","https://openalex.org/W2793870284","https://openalex.org/W2804264429","https://openalex.org/W2888604090","https://openalex.org/W2907616138","https://openalex.org/W2947190915","https://openalex.org/W2951605622","https://openalex.org/W2970277906","https://openalex.org/W2972863990","https://openalex.org/W2986760254","https://openalex.org/W2999428802","https://openalex.org/W3000215632","https://openalex.org/W3001848043","https://openalex.org/W3024658147","https://openalex.org/W3030441098","https://openalex.org/W3037037621","https://openalex.org/W3048422635","https://openalex.org/W3096166904","https://openalex.org/W3101857709","https://openalex.org/W3118103439","https://openalex.org/W3127354639","https://openalex.org/W3127950603","https://openalex.org/W3135259926","https://openalex.org/W3136047153","https://openalex.org/W3159247280","https://openalex.org/W3161215158","https://openalex.org/W3174662838","https://openalex.org/W3176091759","https://openalex.org/W3181742968","https://openalex.org/W3183782404","https://openalex.org/W3191290383","https://openalex.org/W3205051698","https://openalex.org/W4221056115","https://openalex.org/W4280533112","https://openalex.org/W4283258388","https://openalex.org/W4283720846","https://openalex.org/W4283828927","https://openalex.org/W4287512183","https://openalex.org/W4300861052","https://openalex.org/W4306407249","https://openalex.org/W4318052985","https://openalex.org/W4323036351","https://openalex.org/W4323074574","https://openalex.org/W4323365531","https://openalex.org/W4323666001","https://openalex.org/W4379185517","https://openalex.org/W4382894180","https://openalex.org/W4387888520","https://openalex.org/W4389054568","https://openalex.org/W4391841976","https://openalex.org/W4392202739","https://openalex.org/W4392554574","https://openalex.org/W4393386674","https://openalex.org/W4393479574","https://openalex.org/W4395052254","https://openalex.org/W4396842021","https://openalex.org/W4396967662","https://openalex.org/W4398211939","https://openalex.org/W4399920473","https://openalex.org/W4400339141","https://openalex.org/W4400871642","https://openalex.org/W4402922935","https://openalex.org/W4403045970","https://openalex.org/W4403474490","https://openalex.org/W4404893515","https://openalex.org/W4405702255","https://openalex.org/W4405800200","https://openalex.org/W4406203852","https://openalex.org/W4406919474","https://openalex.org/W4406998507","https://openalex.org/W4408320425","https://openalex.org/W4408977292","https://openalex.org/W4409689359","https://openalex.org/W4410231583","https://openalex.org/W4410253426","https://openalex.org/W4410515815","https://openalex.org/W4411005081","https://openalex.org/W4412691553","https://openalex.org/W4413329989","https://openalex.org/W4414072523","https://openalex.org/W4414444058","https://openalex.org/W4414529417","https://openalex.org/W4414702550","https://openalex.org/W4414982360","https://openalex.org/W4415008444","https://openalex.org/W4416724085","https://openalex.org/W4417196607","https://openalex.org/W7122632177","https://openalex.org/W7124536906","https://openalex.org/W7124733272","https://openalex.org/W7133198277","https://openalex.org/W7136781030","https://openalex.org/W7139954838","https://openalex.org/W7141458171","https://openalex.org/W7155089785","https://openalex.org/W7161062186","https://openalex.org/W7165520696","https://openalex.org/W7166642129","https://openalex.org/W7166834484","https://openalex.org/W7167475587","https://openalex.org/W7201854259"],"related_works":["https://openalex.org/W2903926143","https://openalex.org/W2046097514","https://openalex.org/W4408320425","https://openalex.org/W4390669002","https://openalex.org/W7203756837","https://openalex.org/W7136781030","https://openalex.org/W4383737403","https://openalex.org/W4321242709","https://openalex.org/W4210975011","https://openalex.org/W4403141810"],"abstract_inverted_index":{"Phycobiostimulants":[0],"derived":[1],"from":[2],"macroalgae,":[3],"microalgae,":[4],"and":[5,21,46,56,85,87,113,132,139,145,175,182],"cyanobacteria":[6],"are":[7],"increasingly":[8],"used":[9],"to":[10,32,63,155,177],"improve":[11,117,150],"crop":[12],"performance.":[13,162],"However,":[14],"their":[15],"effects":[16],"vary":[17],"across":[18,180],"products,":[19],"crops,":[20],"environments.":[22,184],"In":[23],"this":[24,35],"review,":[25],"we":[26,119],"propose":[27,120],"a":[28,121],"biomass\u2013process\u2013composition\u2013mechanism\u2013efficacy":[29],"(BPCME)":[30],"framework":[31,125],"systematically":[33],"trace":[34],"variability.":[36],"Biomass":[37],"provenance,":[38],"including":[39],"taxonomic":[40],"identity,":[41],"cultivation":[42],"conditions,":[43,112],"physiological":[44],"state,":[45],"harvest":[47],"timing,":[48],"defines":[49],"the":[50,59,64,104,157,169],"initial":[51],"biochemical":[52],"potential,":[53],"whereas":[54],"processing":[55],"formulation":[57],"determine":[58],"molecular":[60],"profile":[61],"delivered":[62],"plant.":[65],"The":[66],"current":[67],"findings":[68],"indicate":[69],"that":[70,126],"phycobiostimulants":[71,166],"act":[72],"mainly":[73],"by":[74,92,103],"modulating":[75],"endogenous":[76],"signaling":[77],"networks,":[78],"hormone":[79,96],"crosstalk,":[80],"redox":[81],"regulation,":[82],"metabolic":[83],"reprogramming,":[84],"rhizosphere":[86],"plant\u2013microbiome":[88],"responses":[89],"rather":[90],"than":[91],"direct":[93],"nutrient":[94],"or":[95],"replacement.":[97],"Agronomic":[98],"performance":[99],"is":[100],"further":[101],"moderated":[102],"genotype,":[105],"dose,":[106],"application":[107,147],"route,":[108],"developmental":[109],"stage,":[110],"soil":[111],"environmental":[114],"stress.":[115],"To":[116],"reproducibility,":[118],"phycobiostimulant":[122],"quality-by-design":[123],"(QbD)":[124],"integrates":[127],"candidate":[128],"critical":[129],"biomass":[130],"attributes":[131],"process":[133],"parameters,":[134],"chemical":[135],"fingerprints,":[136],"biological":[137],"potency,":[138],"batch":[140],"equivalency.":[141],"Cascading":[142],"algal":[143],"biorefineries":[144],"precision":[146,165],"strategies":[148],"can":[149],"resource":[151],"efficiency":[152],"while":[153],"helping":[154],"define":[156],"conditions":[158],"for":[159],"reliable":[160],"field":[161],"Progress":[163],"towards":[164],"will":[167],"require":[168],"experimental":[170],"linking":[171],"of":[172],"product":[173],"identity":[174],"mechanism":[176],"reproducible":[178],"potency":[179],"batches":[181],"agronomic":[183]},"counts_by_year":[],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2026-10-03T00:00:00"}