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Carlos Ernesto Maldonado Muñoz

Profesor Asistente

Universidad Mayor de Chile

Santiago, Chile

Genetic improvement and quantitative genetics; Statistical models and analysis of experiments; Population genetics; Machine learning

Doctorado en Ciencias, mención Ingeniería Genética Vegetal, UNIVERSIDAD DE TALCA. Chile, 2020
Ingeniería en Bioinformática , UNIVERSIDAD DE TALCA. Chile, 2015

Postdoctoral Full Time

Universidad de O'Higgins

Instituto de Ciencias Agroalimentarias, Animales y Ambientales

San Fernando , Chile

2020 - A la fecha
Profesor asistente Full Time

UNIVERSIDAD MAYOR

Chile

2022 - A la fecha


Evaluation of Compost and Biochar as Partial Substitutes of Peat in Growing Media and Their Influence in Microbial Counts, Enzyme Activity and Lactuca sativa L. Seedling Growth Rozas, Amanda; Aponte, Humberto; Maldonado, Carlos; Contreras-Soto, Rodrigo; Medina, Jorge; Rojas, Claudia Article ISI HORTICULTURAE (2023)
Rootstocks Comparison in Grafted Watermelon under Water Deficit: Effects on the Fruit Quality and Yield Morales, Carolina; Riveros-Burgos, Camilo; Seguel, Felipe Espinoza; Maldonado, Carlos; Mashilo, Jacob; Pinto, Catalina; Contreras-Soto, Rodrigo Ivan Article ISI PLANTS-BASEL (2023)
Spectral-Based Classification of Genetically Differentiated Groups in Spring Wheat Grown under Contrasting Environments Ballesta, Paulina; Maldonado, Carlos; Mora-Poblete, Freddy; Mieres-Castro, Daniel; del Pozo, Alejandro; Lobos, Gustavo A. Article ISI PLANTS-BASEL (2023)
A Neural Network-Based Spectral Approach for the Assignment of Individual Trees to Genetically Differentiated Subpopulations Maldonado, Carlos; Mora-Poblete, Freddy; Echeverria, Cristian; Baettig, Ricardo; Torres-Diaz, Cristian; Contreras-Soto, Rodrigo Ivan; Heidari, Parviz; Lobos, Gustavo Adolfo; do Amaral Junior, Antonio Teixeira Article ISI REMOTE SENSING (2022)
A preliminary study on aflatoxin exposure by urine biomonitoring in Chile Foerster, Claudia; Monsalve, Liliam; Maldonado, Carlos; Cortes, Sandra; Ferreccio, Catterina Article ISI MYCOTOXIN RESEARCH (2022)
Effect of nano-silicon on the regulation of ascorbate-glutathione contents, antioxidant defense system and growth of copper stressed wheat (Triticum aestivum L.) seedlings Riaz, Muhammad; Zhao, Shaopeng; Kamran, Muhammad; Ur Rehman, Naveed; Mora-Poblete, Freddy; Maldonado, Carlos; Hamzah Saleem, Muhammad; Parveen, Aasma; Ahmed Al-Ghamdi, Abdullah; Al-Hemaid, Fahad M.; Ali, Shafaqat; Elshikh, Mohamed S. Article ISI FRONTIERS IN PLANT SCIENCE (2022)
The Streptomyces chromofuscus Strain RFS-23 Induces Systemic Resistance and Activates Plant Defense Responses against Tomato Yellow Leaf Curl Virus Infection Chen, Delai; Ali, Mian Noor Hussain Asghar; Kamran, Muhammad; Magsi, Manzoor Ali; Mora-Poblete, Freddy; Maldonado, Carlos; Waris, Muhammad; Aljowaie, Reem M.; Zehri, Mohammad Yakoob; Elshikh, Mohamed S. Article ISI AGRONOMY-BASEL (2022)
Variation in Root-Related Traits Is Associated With Water Uptake in Lagenaria siceraria Genotypes Under Water-Deficit Conditions Contreras-Soto, Rodrigo Ivan; Zacarias Rafael, Dinoclaudio; Domingos Moiana, Leonel; Maldonado, Carlos; Mora-Poblete, Freddy Article ISI FRONTIERS IN PLANT SCIENCE (2022)
Assessment of Mycotoxin Exposure in a Rural County of Chile by Urinary Biomarker Determination Foerster, Claudia; Rios-Gajardo, Gisela; Gomez, Patricia; Munoz, Katherine; Cortes, Sandra; Maldonado, Carlos; Ferreccio, Catterina Article ISI TOXINS (2021)
Haplotype- and SNP-Based GWAS for Growth and Wood Quality Traits in Eucalyptus cladocalyx Trees under Arid Conditions Valenzuela, Camilo E.; Ballesta, Paulina; Ahmar, Sunny; Fiaz, Sajid; Heidari, Parviz; Maldonado, Carlos; Mora-Poblete, Freddy Article ISI PLANTS-BASEL (2021)
Regional Heritability Mapping of Quantitative Trait Loci Controlling Traits Related to Growth and Productivity in Popcorn (Zea mays L.) Mafra, Gabrielle Sousa; de Almeida Filho, Janeo Eustaquio; do Amaral Junior, Antonio Teixeira; Maldonado, Carlos; Kamphorst, Samuel Henrique; de Lima, Valter Jario; dos Santos Junior, Divino Rosa; Leite, Jhean Torres; Araujo Diniz Santos, Pedro Henrique; Santos, Talles de Oliveira; Bispo, Rosimeire Barboza; de Oliveira, Ueliton Alves; Pinto, Vitor Batista; Viana, Alexandre Pio; Guedes Correa, Caio Cezar; Ahmar, Sunny; Mora-Poblete, Freddy Article ISI PLANTS-BASEL (2021)
The Genetic Diversity and Population Structure of Different Geographical Populations of Bottle Gourd (Lagenaria siceraria) Accessions Based on Genotyping-by-Sequencing Contreras-Soto, Rodrigo; Salvatierra, Ariel; Maldonado, Carlos; Mashilo, Jacob Article ISI AGRONOMY-BASEL (2021)
A Deep Learning Approach to Population Structure Inference in Inbred Lines of Maize Alejandra Lopez-Cortes, Xaviera; Matamala, Felipe; Maldonado, Carlos; Mora-Poblete, Freddy; Scapim, Carlos Alberto Article ISI Frontiers in Genetics (2020)
Genome-Wide Prediction of Complex Traits in Two Outcrossing Plant Species Through Deep Learning and Bayesian Regularized Neural Network Maldonado, Carlos; Mora-Poblete, Freddy; Contreras-Soto, Rodrigo Ivan; Ahmar, Sunny; Chen, Jen-Tsung; do Amaral Junior, Antonio Teixeira; Scapim, Carlos Alberto Article ISI FRONTIERS IN PLANT SCIENCE (2020)
High genetic differentiation of grapevine rootstock varieties determined by molecular markers and artificial neural networks Costa, MO; Capel, LS; Maldonado, C; Mora, F; Mangolin, CA; Machado, MDPD Article ISI (2020)
Bayesian Mapping Reveals Large-Effect Pleiotropic QTLs for Wood Density and Slenderness Index in 17-Year-Old Trees of Eucalyptus cladocalyx Valenzuela, Camilo E.; Ballesta, Paulina; Maldonado, Carlos; Baettig, Ricardo; Arriagada, Osvin; Sousa Mafra, Gabrielle; Mora, Freddy Article ISI SCOPUS FORESTS (2019)
Genome-wide haplotype-based association analysis of key traits of plant lodging and architecture of maize identifies major determinants for leaf angle: hapLA4 Maldonado, C; Mora, F; Scapim, CA; Coan, M Article ISI SCOPUS PLOS ONE (2019)
SNP and Haplotype-Based Genomic Selection of Quantitative Traits in Eucalyptus globulus Ballesta P.; Maldonado C.; PÃ©rez-RodrÃguez P.; Mora F. Article ISI SCOPUS PLANTS-BASEL (2019)
SNP- and Haplotype-Based GWAS of Flowering-Related Traits in Maize with Network-Assisted Gene Prioritization Maldonado C.; Mora F.; Bengosi Bertagna F.A.; Kuki M.C.; Scapim C.A. Article ISI SCOPUS AGRONOMY-BASEL (2019)
SNP-based mixed model association of growth- and yield-related traits in popcorn Mafra G.S.; do Amaral JÃºnior A.T.; de Almeida Filho J.E.; Vivas M.; Santos P.H.A.D.; Santos J.S.; Pena G.F.; de Lima V.J.; Kamphorst S.H.; de Oliveira F.T.; de Souza Y.P.; Schwantes I.A.; de Oliveira Santos T.; Bispo R.B.; Maldonado C.; Mora F. Article ISI SCOPUS PLOS ONE (2019)
Diallel analysis and genetic differentiation of tropical and temperate maize inbred lines Kulka, VP; da Silva, TA; Contreras-Soto, RI; Maldonado, C; Mora, F; Scapim, CA Article ISI SCOPUS CROP BREEDING AND APPLIED BIOTECHNOLOGY (2018)
SSR-based genetic analysis of sweet corn inbred lines using artificial neural networks Ferreira, F; Scapim, CA; Maldonado, C; Mora, F Article ISI SCOPUS CROP BREEDING AND APPLIED BIOTECHNOLOGY (2018)
Stable marker-trait associations for growth across different ages in Eucalyptus cladocalyx through the use of microsatellites Maldonado, C; Contreras-Soto, RI; Gerhardt, IFS; do Amaral, AT; Mora, F Article ISI Scientia Forestalis (2018)
Bayesian analysis of quantitative traits in popcorn ( Zea mays L.) through four cycles of recurrent selection Amaral Junior, Antonio Teixeira do; Freitas, Ismael Lourenço de Jesus; Guimarães, Amanda Gonçalves; Maldonado, Carlos; Arriagada, Osvin; Mora, Freddy Article ISI SCOPUS PLANT PRODUCTION SCIENCE (2016)
Genetic evaluation of popcorn families using a Bayesian approach via the independence chain algorithm Rodovalho, M; Mora, F; Arriagada, O.; Maldonado, C; Arnhold E.; Scapim, CA Article ISI SCOPUS CROP BREEDING AND APPLIED BIOTECHNOLOGY (2014)


PAR EXPLORA Maule 2016 EXPLORA (ER16/007) Proyecto 2016-2016 Personal técnico y/o de apoyo
Marker-trait associations, population structure and genetic evaluation of Eucalyptus cladocalyx under arid environmental conditions FONDECYT (1130306) Proyecto 2014-2015 Tesista
Marker-trait associations, population structure and genetic evaluation of Eucalyptus cladocalyx under arid environmental conditions FONDECYT (1130306) Proyecto 2013-2014 Personal técnico y/o de apoyo