Survey at multiple locations in Tanzania (680 to 2100 m) to establish baseline biomass yields at farm level.

CIMMYT and IITA. 2017. TAMASA Tanzania Agronomic Panel Survey for 2016. Version 1. Taking Maize Agronomy to Scale Project, CIMMYT and IITA. Tabular dataset

This dataset provides supplementary files for the trials and sites described in the 2011 paper in https://www.nature.com/nclimate/ available at https://dx.doi.org/10.1038/NCLIMATE1043

In genomic prediction deep learning artificial neural network are part of machine learning methods that incorporate parametric, non-parametric and semi-parametric statistical models. Kernel methods are seeing more flexible, and easier to interpret than neural networks. Kernel methods used in genomic predictions comprise the linear genomic best linear...

This file provides supporting material for the manuscript entitled ' Estimation of Physiological Genomic Estimated Breeding Values (PGEBV) Combining full Hyperspectral and Marker Data Across Environments for Grain Yield Under Combined Heat and Drought Stress in Tropical Maize (Zea mays L.)'. The file includes spreadsheets containing information on the...

Large tracts of land in the upland plateau ecology of Odisha are not suitable for rice production and are largely left fallow. In Mayurbhanj district of the plateau area, nearly half of the total cultivable area (43%) falls into the upland category that is not very suitable for growing rice. The tribal farming population either leave this land fallow or...

Drought stress, heat stress, and combination of drought stress and heat stress have been recognized as the major abiotic constraints to maize yields in the main production regions. The phenotypic data used in the current study had been published by Jill E. Cairns et al in 2013 in the journal of Crop Science 53 :1335–1346...

Replicated crop-cuts and related agronomy data for maize from 142 farmers' fields in Southern, Eastern and Northern Zones in 2014/2015 season. The soils data from these fields can be found here.

A new statistical model is presented for genomic prediction on maize and wheat data comprising multi-trait, multi-environment data.

This dataset provides supplemental information related to an investigation of constrained multistage linear phenotypic selection indices.

This study provides supplemental data to support an investigation of the power of multi-trait deep learning (MTDL) models in terms of genomic-enabled prediction accuracy.

One of the major issues in plant breeding is the occurrence of genotype by environment (GE) interaction. Several models have been created to understand this phenomenon and explore it by selecting the most stable genotypes. In the genomic era, several models were employed to simultaneously improve selection by using markers and account for GE interaction....

APS consists of household- and plot-level data on 336 households in maize-growing areas of Jimma and Bako zones. This dataset consists of information about characteristics, agronomic history, input and management of the focal plot. dataset variables observations focal_plot_merged 65 336 input_focal...

APS consists of household- and plot-level data on 336 households in maize-growing areas of Jimma and Bako zones. This dataset consists of information about Belg production and inputs in 2016. dataset variables observations belg_production_2016 30 357 belg_input_cost 9 696 belg_family_labor 22 357 belg_hired_services 15 338...

Summary results and individual trial results from the International Late Yellow Hybrid - ILYH, (Highland Late Yellow Hybrids - CHTHLY) conducted in 2007.

Summary results and individual trial results from the International Intermediate White Hybrid - IIWH, (Transition Zone Intermediate White Hybrid - CHTHTZIW) conducted in 2007.

Summary results and individual trial results from the International Intermediate Yellow Hybrid - IIYH, (Elite Subtropical Late Yellow Normal and QPM Hybrid Trial Basically Single Crosses - CHTSY) conducted in 2007.

Summary results and individual trial results from the International Intermediate White Hybrid - IIWH, (Elite Subtropical Late White Normal and QPM Hybrid Trial, Basically Single Crosses Trial - CHTSW) conducted in 2007.

Summary results and individual trial results from the International Late Yellow Hybrid - ILYH, (Elite Tropical Late Yellow Normal and QPM Hybrid Trial - CHTTY) conducted in 2007.

Summary results and individual trial results from the International Late White Hybrid - ILWH, (Elite Tropical Late White Normal and QPM Hybrid Trial - CHTTW) conducted in 2007.