[HTML][HTML] Smart breeding driven by big data, artificial intelligence, and integrated genomic-enviromic prediction
The first paradigm of plant breeding involves direct selection-based phenotypic observation,
followed by predictive breeding using statistical models for quantitative traits constructed …
followed by predictive breeding using statistical models for quantitative traits constructed …
Melatonin-mediated temperature stress tolerance in plants
Global climate changes cause extreme temperatures and a significant reduction in crop
production, leading to food insecurity worldwide. Temperature extremes (including both heat …
production, leading to food insecurity worldwide. Temperature extremes (including both heat …
Deploying artificial intelligence for climate change adaptation
Artificial Intelligence (AI) is believed to have a significant potential use in tackling climate
change. This paper explores the connections between AI and climate change research as a …
change. This paper explores the connections between AI and climate change research as a …
Intelligent computing: the latest advances, challenges, and future
Computing is a critical driving force in the development of human civilization. In recent years,
we have witnessed the emergence of intelligent computing, a new computing paradigm that …
we have witnessed the emergence of intelligent computing, a new computing paradigm that …
Jasmonic acid: a key frontier in conferring abiotic stress tolerance in plants
Abiotic stresses are the primary sources of crop losses globally. The identification of key
mechanisms deployed and established by plants in response to abiotic stresses is …
mechanisms deployed and established by plants in response to abiotic stresses is …
[HTML][HTML] Machine learning for plant breeding and biotechnology
M Niazian, G Niedbała - Agriculture, 2020 - mdpi.com
Classical univariate and multivariate statistics are the most common methods used for data
analysis in plant breeding and biotechnology studies. Evaluation of genetic diversity …
analysis in plant breeding and biotechnology studies. Evaluation of genetic diversity …
[HTML][HTML] Next-generation breeding strategies for climate-ready crops
Climate change is a threat to global food security due to the reduction of crop productivity
around the globe. Food security is a matter of concern for stakeholders and policymakers as …
around the globe. Food security is a matter of concern for stakeholders and policymakers as …
Drought in Northeast Brazil: A review of agricultural and policy adaptation options for food security
JA Marengo, MV Galdos, A Challinor… - Climate Resilience …, 2022 - Wiley Online Library
The semiarid lands of Northeast Brazil represent one of the most densely populated regions
of the country. Rainfall variability together with land degradation and large‐scale poverty in …
of the country. Rainfall variability together with land degradation and large‐scale poverty in …
[HTML][HTML] Machine learning-assisted approaches in modernized plant breeding programs
In the face of a growing global population, plant breeding is being used as a sustainable tool
for increasing food security. A wide range of high-throughput omics technologies have been …
for increasing food security. A wide range of high-throughput omics technologies have been …
[HTML][HTML] Challenges and prospects of adopting climate-smart agricultural practices and technologies: Implications for food security
RB Wakweya - Journal of Agriculture and Food Research, 2023 - Elsevier
Climate-smart agriculture (CSA) has become popular as a practical solution for food
insecurity in the face of climate change. This paper aims to review the challenges and …
insecurity in the face of climate change. This paper aims to review the challenges and …