The fingerprints of climate warming on cereal crops phenology and adaptation options

Z Fatima, M Ahmed, M Hussain, G Abbas, S Ul-Allah… - Scientific Reports, 2020 - nature.com
Growth and development of cereal crops are linked to weather, day length and growing
degree-days (GDDs) which make them responsive to the specific environments in specific …

Climate and agronomy, not genetics, underpin recent maize yield gains in favorable environments

G Rizzo, JP Monzon, FA Tenorio… - Proceedings of the …, 2022 - National Acad Sciences
Quantitative understanding of factors driving yield increases of major food crops is essential
for effective prioritization of research and development. Yet previous estimates had …

Coupling machine learning and crop modeling improves crop yield prediction in the US Corn Belt

M Shahhosseini, G Hu, I Huber, SV Archontoulis - Scientific reports, 2021 - nature.com
This study investigates whether coupling crop modeling and machine learning (ML)
improves corn yield predictions in the US Corn Belt. The main objectives are to explore …

Corn yield prediction and uncertainty analysis based on remotely sensed variables using a Bayesian neural network approach

Y Ma, Z Zhang, Y Kang, M Özdoğan - Remote Sensing of Environment, 2021 - Elsevier
As the world's leading corn producer, the United States supplies more than 30% of the
global corn production. Accurate and timely estimation of corn yield is therefore essential for …

Assessing climate change impacts on irrigation water requirements under Mediterranean conditions—A review of the methodological approaches focusing on maize …

D Soares, TA Paço, J Rolim - Agronomy, 2022 - mdpi.com
Climate change is a challenging fact influencing diverse sectors in society including the
agricultural one, which is heavily dependent on natural resources and climate. In the …

Forecasting corn yield with machine learning ensembles

M Shahhosseini, G Hu, SV Archontoulis - Frontiers in Plant Science, 2020 - frontiersin.org
The emergence of new technologies to synthesize and analyze big data with high-
performance computing has increased our capacity to more accurately predict crop yields …

Impact of different sowing dates and irrigation levels on NPK absorption, yield and water use efficiency of maize

ASD Abaza, AMS Elshamly, MS Alwahibi, MS Elshikh… - Scientific reports, 2023 - nature.com
Upper Egypt experiences high temperatures during summer and low temperatures during
winter, which significantly impacts the sowing dates of maize in this region. The productivity …

Modeling the potential impact of climate change on maize-maize cropping system in semi-arid environment and designing of adaptation options

G Abbas, M Ahmed, Z Fatima, S Hussain… - Agricultural and Forest …, 2023 - Elsevier
Climate change is showing detrimental effect on crop productivity and food security.
Adaptive strategies should be implemented to offset the negative impacts of climate change …

Adapting agriculture to climate change through growing season adjustments: Evidence from corn in China

X Cui, W Xie - American Journal of Agricultural Economics, 2022 - Wiley Online Library
Recent studies have shown that climate change will impose severe challenges on
agriculture with profound implications. Although some hypothetical simulations have …

[HTML][HTML] Planting date and plant density effects on maize growth, yield and water use efficiency

K Djaman, S Allen, DS Djaman, K Koudahe… - Environmental …, 2022 - Elsevier
Weather conditions in the southwestern United States are variable and influence crop
growing periods with late spring and early fall frosts which significantly impact cropping …