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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 - At present
Profesor asistente Full Time

UNIVERSIDAD MAYOR

Chile

2022 - At present


Comprehensive Assessment of Morphological Diversity in Bottle Gourd (<i>Lagenaria siceraria</i>) Accessions: A Focus on Roots and Morpho-Agronomic Traits Flores-Chacon, Sebastian; Carreno, Gonzalo; Maldonado, Carlos; Contreras-Soto, Rodrigo Article ISI DIVERSITY-BASEL (2024)
The inhibition of N 2 fixation by nitrogen is attenuated by the P supply, altering the plant metabolism Cabeza, Ricardo A.; Schulze, Joachim; Salinas-Roco, Sebastian; Morales-Gonzalez, Amanda; Amigo, Ramon; Perez-Diaz, Ricardo; Carrasco, Basilio; Contreras-Soto, Rodrigo; Maldonado, Carlos; Pedreschi, Romina; Espinoza, Soledad; del Pozo, Alejandro Article ISI ENVIRONMENTAL AND EXPERIMENTAL BOTANY (2024)
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)
Multi-trait and multi-environment genomic prediction for flowering traits in maize: a deep learning approach Mora-Poblete, Freddy; Maldonado, Carlos; Henrique, Luma; Uhdre, Renan; Scapim, Carlos Alberto; Mangolim, Claudete Aparecida Article ISI FRONTIERS IN PLANT SCIENCE (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)


Integrative analysis of transcriptomic and metabolomic profiles in Citrullus lanatus grafted onto Lagenaria siceraria rootstocks in response to drought stress Maldonado Muñoz, Carlos Ernesto Proyecto (2024)
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