Multi-environment genomic prediction of plant traits using deep learners with dense architecture

Osval Antonio Montesinos-Lopez Jose Crossa (2018, [Artículo])

Shared Data Resources Deep Learning Genomic Prediction CIENCIAS AGROPECUARIAS Y BIOTECNOLOGÍA ACCURACY GENOMICS NEURAL NETWORKS FORECASTING DATA MARKER-ASSISTED SELECTION

High-throughput plot-level quantitative phenotyping using convolutional neural networks on very high-resolution satellite images

Francisco Pinto Matthew Paul Reynolds Robert Furbank (2024, [Artículo])

Deep Learning Object-Based Image Analysis Optical Imagery CIENCIAS AGROPECUARIAS Y BIOTECNOLOGÍA AGRICULTURE IMAGE ANALYSIS PLANT BREEDING REMOTE SENSING MACHINE LEARNING

Dipole-wind interactions under gap wind jet conditions in the Gulf of Tehuantepec, Mexico: A surface drifter and satellite database analysis

MAURO WILFRIDO SANTIAGO GARCIA (2019, [Artículo])

Gap wind jets (Tehuano winds) trigger supersquirts of colder water and mesoscale asymmetric dipoles in the Gulf of Tehuantepec (GT). However, the effects of successive gap wind jets on dipoles and their effects inside eddies have not yet been studied. Based on the wind fields, geostrophic currents, and surface drifter dispersion, this research documented three dipoles triggered and modified by Tehuano winds. Once a dipole develops, successive gap wind jets strengthen the vortices, and the anticyclonic eddy migrates southwestward while the cyclonic eddy is maintained on the east side of the GT. During the wind relaxation stage, the cyclonic eddy may propagate westward, but due to the subsequent re-intensification of the Tehuano winds, the vortex could break down, as was suggested by surface drifter dispersion pattern and geostrophic field data. The effect of the Tehuano winds was evaluating via eddy-Ekman pumping. Under Tehuano wind conditions, Ekman downwelling (upwelling) inside the anticyclonic (cyclonic) eddies may reach ~ -2.0 (0.5) m d-1 and decrease as the wind weakens. In the absence of Tehuano winds, Ekman downwelling inside the anticyclonic eddy was ~ 0.1 (-0.1) m d-1. The asymmetry of downwelling and upwelling inside eddies during Tehuano wind events may be associated with Tehuano wind forcing. © 2019 Santiago-García et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

article, dipole, leisure, Mexico, cold, ecosystem, factual database, geographic mapping, hurricane, Mexico, satellite imagery, season, water flow, wind, sea water, Cold Temperature, Cyclonic Storms, Databases, Factual, Ecosystem, Geographic Mapping, CIENCIAS FÍSICO MATEMÁTICAS Y CIENCIAS DE LA TIERRA CIENCIAS DE LA TIERRA Y DEL ESPACIO OCEANOGRAFÍA OCEANOGRAFÍA

Determinantes del uso de efectivo en México: análisis a través de la ENIF 2018

Juan Pablo Gómez Ayala (2021, [Tesis de maestría])

En este trabajo se analiza el impacto que tienen la economía formal como la educación y disciplina financiera en el uso de efectivo como medio de pago en México. Se estima que como mínimo, una persona que mejore su educación financiera (acerté una pregunta adicional) reducirá en 1.5% su probabilidad de comprar algún bien con efectivo; en cambio si mejora su disciplina financiera (practicar hábitos saludables más frecuentemente), aumentará la probabilidad de que pague servicios con efectivo en 2%.

Cash and carry transactions -- Payment -- Effect of financial literacy on -- Mexico -- 2018 -- Econometric models. Cash and carry transactions -- Payment -- Effect of informal sector (Economics) on -- Mexico -- 2018 -- Econometric models. CIENCIAS SOCIALES CIENCIAS SOCIALES

Vibrissa growth rate in California sea lions based on environmental and isotopic oscillations

MARTHA PATRICIA ROSAS HERNANDEZ (2018, [Artículo])

Pinniped vibrissae provide information on changes in diet at seasonal and annual scales; however, species-specific growth patterns must first be determined in order to interpret these data. In this study, a simple linear model was used to estimate the growth rate of vibrissae from adult female California sea lions (Zalophus californianus) from San Esteban Island in the Gulf of California, Mexico. The δ15N and δ13C values do not display a marked oscillatory pattern that would permit direct determination of the time period contained in each vibrissa; thus, time (age) was calculated in two ways: 1) based on the correlation between the observed number of peaks (Fourier series) in the δ15N profile and the length of each vibrissa, and 2) through direct comparison with the observed number of peaks in the δ15N profile. Cross-correlation confirmed that the two peaks in the δ15N profile reflected the two peaks in the chlorophyll-a concentration recorded annually around the island. The mean growth rate obtained from the correlation was 0.08 ± 0.01 mm d-1, while that calculated based on the observed number of peaks was 0.10 ± 0.05 mm d-1. Both are consistent with the rates reported for adult females of other otariid species (0.07 to 0.11 mm d-1). Vibrissa growth rates vary by individual, age, sex, and species; moreover, small differences in the growth rate can result in significant differences over the time periods represented by the isotopic signal. Thus, it is important to assess this parameter on a species-by-species basis. © 2018 Rosas-Hernández et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

carbon, nitrogen, animal, California, chemistry, diet, female, island (geological), Mexico, Otariidae, physiology, Animals, California, Carbon Isotopes, Diet, Female, Islands, Mexico, Nitrogen Isotopes, Sea Lions CIENCIAS FÍSICO MATEMÁTICAS Y CIENCIAS DE LA TIERRA CIENCIAS DE LA TIERRA Y DEL ESPACIO OCEANOGRAFÍA OCEANOGRAFÍA

Calibrated multi-model ensemble seasonal prediction of Bangladesh summer monsoon rainfall

Nachiketa Acharya Carlo Montes Timothy Joseph Krupnik (2023, [Artículo])

Bangladesh summer monsoon rainfall (BSMR), typically from June through September (JJAS), represents the main source of water for multiple sectors. However, its high spatial and interannual variability makes the seasonal prediction of BSMR crucial for building resilience to natural disasters and for food security in a climate-risk-prone country. This study describes the development and implementation of an objective system for the seasonal forecasting of BSMR, recently adopted by the Bangladesh Meteorological Department (BMD). The approach is based on the use of a calibrated multi-model ensemble (CMME) of seven state-of-the-art general circulation models (GCMs) from the North American Multi-Model Ensemble project. The lead-1 (initial conditions of May for forecasting JJAS total rainfall) hindcasts (spanning 1982–2010) and forecasts (spanning 2011–2018) of seasonal total rainfall for the JJAS season from these seven GCMs were used. A canonical correlation analysis (CCA) regression is used to calibrate the raw GCMs outputs against observations, which are then combined with equal weight to generate final CMME predictions. Results show, compared to individual calibrated GCMs and uncalibrated MME, that the CCA-based calibration generates significant improvements over individual raw GCM in terms of the magnitude of systematic errors, Spearman's correlation coefficients, and generalised discrimination scores over most of Bangladesh areas, especially in the northern part of the country. Since October 2019, the BMD has been issuing real-time seasonal rainfall forecasts using this new forecast system.

Multi-Model Ensemble Seasonal Forecasting CIENCIAS AGROPECUARIAS Y BIOTECNOLOGÍA CLIMATE SERVICES FORECASTING MONSOONS

Planting rice at monsoon onset could mitigate the impact of temperature stress on rice–wheat systems of Bihar, India

Carlo Montes Anton Urfels Eunjin Han Balwinder-Singh (2023, [Artículo])

Rainy Season TIMESAT APSIM Agricultural Production Systems Simulator Climate Adaptation CIENCIAS AGROPECUARIAS Y BIOTECNOLOGÍA RICE WHEAT MONSOONS WET SEASON CROP MODELLING CLIMATE CHANGE ADAPTATION

Más allá de los colores del amaranto

JESUS ALFREDO ARAUJO LEON Víctor Aguilar Hernández Ivonne Sánchez del Pino SERGIO RUBEN PERAZA SANCHEZ ROLFFY RUBEN ORTIZ ANDRADE Ligia Guadalupe Brito Argáez (2022, [Artículo])

El amaranto tiene una amplia gama de colores atrayentes, desde amarillos, violetas hasta rojos intensos. Esta heterogeneidad de tonalidades llamó la atención de civilizaciones que se desarrollaron en todas las latitudes del continente americano, como es el caso del imperio azteca que integró este cultivo a su cosmovisión ceremonial para ofrendas a diferentes deidades, dejando una herencia prehispánica cautivadora de su historia. Más allá de los colores, el presente trabajo tiene como objetivo abordar las propiedades nutricionales y beneficios para la salud humana de la diversidad de fitoquímicos que son responsables de los interesantes colores del amaranto.

AMARANTHACEAE AMARANTHUS BETALAINAS METABOLITOS SECUNDARIOS MEXICO SALUD HUMANA BIOLOGÍA Y QUÍMICA CIENCIAS DE LA VIDA BIOLOGÍA VEGETAL (BOTÁNICA) DESARROLLO VEGETAL DESARROLLO VEGETAL

Efectos del cambio climático en los recursos hídricos de México : volumen III : atlas de vulnerabilidad hídrica en México ante el cambio climático

Polioptro Martinez-Austria CARLOS PATIÑO GOMEZ (2010, [Libro])

Tabla de contenido: 1. Índice de vulnerabilidad social -- 2. Escenarios climáticos en México proyectados para el siglo XXI -- 3. Impacto del cambio climático en la temporada -- 4. Vulnerabilidad hídrica global: aguas superficiales -- 5. Vulnerabilidad de la agricultura de riego en México ante el cambio climático -- 6. Calidad del agua.

Este libro, que se suma al acervo generado y acumulado en material de cambio climático en neustro país, más que mostrar una visión catastrófista, es una invitación a la reflexión sobre la necesidad de tomar medidas que permitan reducir la vulnerabilidad de nuestro país y afrontar, de la manera más adecuada, las amenazas relacionadas con el cambio climático.

1. Índice de vulnerabilidad social -- 2. Escenarios climáticos en México proyectados para el siglo XXI -- 3. Impacto del cambio climático en la temporada -- 4. Vulnerabilidad hídrica global: aguas superficiales -- 5. Vulnerabilidad de la agricultura de riego en México ante el cambio climático -- 6. Calidad del agua.

Cambio climático Efectos del clima Recursos hídricos Vulnerabilidad hídrica Atlas México CIENCIAS FÍSICO MATEMÁTICAS Y CIENCIAS DE LA TIERRA

Especies de abejas sin aguijón en áreas urbanas en Yucatán. Parte II: nidos con entradas poco visibles

JOSÉ CHAVIER DE ARAUJO FREITAS (2023, [Artículo])

Existen especies de abejas sin aguijón que tienen las entradas de sus nidos poco visibles: en grietas de cavidades de árboles, paredes de construcciones urbanas, muchas veces mimetizadas y haciéndolas muy sensibles a la destrucción de estos, al momento de hacer alguna poda de árbol, remodelación o construcción. Algunos géneros de abejas en áreas urbanas y alrededores de ciudades de Yucatán que podemos identificar en esta situación son: Trigonisca, Plebeia, Cephalotrigona, y la especie Frieseomelitta nigra. La poca notoriedad de sus entradas las hace muy vulnerables a ser destruidas en ambientes antropizados.

ABEJAS SIN AGUIJON NIDOS POCO VISIBLES POLINIZADORES YUCATAN MEXICO BIOLOGÍA Y QUÍMICA CIENCIAS DE LA VIDA BIOLOGÍA ANIMAL (ZOOLOGÍA) INVERTEBRADOS INVERTEBRADOS