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Dive into the research topics where Amalio Santacruz-Varela is active.

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Featured researches published by Amalio Santacruz-Varela.


Journal of Agricultural Biological and Environmental Statistics | 2008

A Restricted Selection Index Method Based on Eigenanalysis

J. Jesus Céron-Rojas; Jaime Sahagún-Castellanos; Fernando Castillo-González; Amalio Santacruz-Varela; José Crossa

Selection indices, used in animal and plant breeding to select the best individuals for the next breeding cycle, are based on phenotypic observations of traits recorded in candidate individuals. The restrictive selection index (RSI) facilitates maximizing the genetic progress of some characters, while leaving others unchanged. Recently a selection index (SI) was proposed based on the eigen analysis method (ESIM), in which the first eigenvector (from the largest eigenvalue) is used as the SI criterion, and its elements determine the proportion of the trait that contributes to the SI. However, the current ESIM, which has two main limitations, is based on the assumption that the vector of coefficients of the index is equal to the genotypic variance-covariance matrix among the traits multiplied by the vector of economic weights, and does not allow one to restrict the number of traits. In this study, we develop a more general ESIM that has two main features, namely, it makes no assumption concerning the coefficients of the index and it can be generalized to a restrictive ESIM (RESIM). We use two datasets to illustrate the theoretical results and practical use of ESIM and RESIM, and to compare them with standard unrestrictive and restrictive selection indices. The main advantages of RESIM over traditional unrestrictive and restrictive SIs are that its statistical sampling properties are known; its selection responses are equal to or greater than those estimated from the traditional restrictive SI; and it does not require economic weights and thus can be used in practical applications when all or some of the traits need to be improved simultaneously (traditional SIs cannot improve several traits simultaneously if economic weights are not available). Finally, we prove that the coefficients of the traditional RSI belong to the space generated by the eigenvectors of RESIM.


Genetics | 2008

A Molecular Selection Index Method Based on Eigenanalysis

J. Jesus Céron-Rojas; Fernando Castillo-González; Jaime Sahagún-Castellanos; Amalio Santacruz-Varela; Ignacio Benítez-Riquelme; José Crossa

The traditional molecular selection index (MSI) employed in marker-assisted selection maximizes the selection response by combining information on molecular markers linked to quantitative trait loci (QTL) and phenotypic values of the traits of the individuals of interest. This study proposes an MSI based on an eigenanalysis method (molecular eigen selection index method, MESIM), where the first eigenvector is used as a selection index criterion, and its elements determine the proportion of the traits contribution to the selection index. This article develops the theoretical framework of MESIM. Simulation results show that the genotypic means and the expected selection response from MESIM for each trait are equal to or greater than those from the traditional MSI. When several traits are simultaneously selected, MESIM performs well for traits with relatively low heritability. The main advantages of MESIM over the traditional molecular selection index are that its statistical sampling properties are known and that it does not require economic weights and thus can be used in practical applications when all or some of the traits need to be improved simultaneously.


Revista Mexicana de Ciencias Agrícolas | 2018

Evaluación de poblaciones nativas de maíz en ambientes con heladas en Valles Altos de Puebla

Ricardo Pérez-de la Luz; Higinio López-Sánchez; Pedro Antonio López; Abel Gil-Muñoz; Amalio Santacruz-Varela; Juan de Dios Guerrero-Rodríguez

RESUMEN En Mexico la superficie sembrada con maiz es de ocho millones de hectareas, de las cuales 1.2% es siniestrada por heladas. En el estado de Puebla este porcentaje es 0.8% y en Valles Altos 1.7%. El objetivo de este estudio, fue evaluar el efecto de las heladas en rendimiento de grano y seleccionar poblaciones nativas con mayor rendimiento en ambientes con presencia de heladas. Para ello se evaluaron 61 poblaciones nativas y tres variedades mejoradas, mediante un diseno experimental latice simple 8∗8 con dos repeticiones. Los experimentos se establecieron en tres localidades del estado de Puebla. Las fechas de siembra fueron el 30 de marzo en Emiliano Zapata, Cuyoaco, el 7 de abril en Santa Ines Borbolla, Chalchicomula de Sesma y el 4 de mayo en Santa Cruz Coyotepec, San Juan Atenco; estas localidades se caracterizan por ser de temporal y con presencia de heladas en 2007. El analisis de varianza combinado indico que las heladas afectaron el rendimiento de grano de las poblaciones nativas y mejoradas; pero hubo variedades como la CPue-131, CPue-448 y CPue-134 que mostraron mayor rendimiento promedio y mayor estabilidad ambiental que las mejoradas. La prueba de medias para localidades en el analisis combinado, indico que Emiliano Zapata fue el ambiente menos afectado por heladas con 3 510 kg ha


Revista Chapingo Serie Horticultura | 2011

Vegetative, reproductive and fruit yield characteristics of "poblano" pepper landraces.

Rocío Toledo-Aguilar; Higinio López-Sánchez; Pedro Antonio López; Juan de Dios Guerrero-Rodríguez; Amalio Santacruz-Varela; Arturo Huerta-de la Peña

Besides its cultural importance, poblano pepper is a source of income and food for rural families of the region of Sierra Nevada in Puebla, Mexico. However, poblano pepper yield and cultivated land have decreased in the last year, due to factors as: landraces, frosts, pests and diseases, among other issues, which could lead to loss of genetic diversity. Nonetheless, little research has been done to solve its current problematic. Thus, the aim of this study was to evaluate the vegetative, reproductive and fruit yield characteristics of the native variety of poblano pepper from the region of Sierra Nevada in the state of Puebla, and to choose local cultivars for further breeding. A group of 49 landraces were evaluated using a triple 7x7 lattice design in two localities. According with the combined analysis, the traits that had significant differences among varieties were days to flowering /70 to 96), days to fructification (78 to 109), plant height (37.9 to 56.8 cm), plant width (24.1 to 44.3 cm), branching density (5.7 to 6.8), fruit weight (4.7 to 24.8 g) and fruit number (2.2 to 7.2). The 20 % outstanding varieties had fresh fruit yield that ranged between 7.4 and 9.6 t·ha-1. The existence of morphological diversity in local poblano pepper landraces, expressed through the tested characteristics, could be integrated into plant diversity preservation and breeding programs. ADDITIONAL


Crop Science | 2006

A selection index method based on Eigenanalysis

J. Jesus Céron-Rojas; José Crossa; Jaime Sahagún-Castellanos; Fernando Castillo-González; Amalio Santacruz-Varela


Interciencia | 2005

CARACTERIZACIÓN MORFOLÓGICA DE POBLACIONES NATIVAS DE MAÍZ DEL ISTMO DE TEHUANTEPEC, MÉXICO

Gustavo López-Romero; Amalio Santacruz-Varela; Abel Muñoz-Orozco; Fernando Castillo-González; Leobigildo Córdova-Téllez; Humberto Vaquera-Huerta


Interciencia | 2009

PHysIoLoGICAL PerForMANCe, yIeLd, ANd QUALITy oF dry BeAN seeds UNder droUGHT sTress

Claudia Castañeda-Saucedo; Leobigildo Córdova-Téllez; Víctor A. González-Hernández; Adriana Delgado-Alvarado; Amalio Santacruz-Varela; Gabino García de los Santos


Agrociencia | 2010

Seleccion para contenido de aceite en el grano de variedades de maiz de la raza comiteco de Chiapas, Mexico

Braulio Torres-Morales; Bulmaro Coutiño-Estrada; Abel Muñoz-Orozco; Amalio Santacruz-Varela; Apolinar Mejía-Contreras; Sergio O. Serna-Saldívar; Silverio García-Lara; Natalia Palacios-Rojas


Agrociencia | 2010

DIFERENCIAS REOLÓGICAS DE LA MASA DE TRIGO EN LÍNEAS RECOMBINANTES. II. RELACIÓN CON COMBINACIONES DE LOS LOCI Glu-1 Y Glu-3

Eliel Martínez-Cruz; Eduardo Espitia-Rangel; H. Eduardo Villaseñor-Mir; José D. Molina-Galán; Ignacio Benítez-Riquelme; Amalio Santacruz-Varela; R. Javier Peña-Bautista


Revista Mexicana de Ciencias Agrícolas | 2006

Diversidad fenotípica y variantes distintivas de la raza Jala de maíz

Juan Apolinar Aguilar-Castillo; Aquiles Carballo-Carballo; Fernando Castillo-González; Amalio Santacruz-Varela; José Apolinar Mejía-Contreras; José Crossa-Hiriartte; Gustavo Baca-Castillo

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Abel Muñoz-Orozco

Chapingo Autonomous University

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Eduardo Espitia-Rangel

Chapingo Autonomous University

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Humberto Vaquera-Huerta

Chapingo Autonomous University

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José Crossa

International Maize and Wheat Improvement Center

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Natalia Palacios-Rojas

International Maize and Wheat Improvement Center

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Herminia Loza-Tavera

National Autonomous University of Mexico

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