[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 …
[HTML][HTML] Designing future crops: genomics-assisted breeding comes of age
Over the past decade, genomics-assisted breeding (GAB) has been instrumental in
harnessing the potential of modern genome resources and characterizing and exploiting …
harnessing the potential of modern genome resources and characterizing and exploiting …
[HTML][HTML] Crop phenomics and high-throughput phenotyping: past decades, current challenges, and future perspectives
Since whole-genome sequencing of many crops has been achieved, crop functional
genomics studies have stepped into the big-data and high-throughput era. However …
genomics studies have stepped into the big-data and high-throughput era. However …
[HTML][HTML] Deep learning based computer vision approaches for smart agricultural applications
The agriculture industry is undergoing a rapid digital transformation and is growing powerful
by the pillars of cutting-edge approaches like artificial intelligence and allied technologies …
by the pillars of cutting-edge approaches like artificial intelligence and allied technologies …
[HTML][HTML] Conventional and molecular techniques from simple breeding to speed breeding in crop plants: recent advances and future outlook
In most crop breeding programs, the rate of yield increment is insufficient to cope with the
increased food demand caused by a rapidly expanding global population. In plant breeding …
increased food demand caused by a rapidly expanding global population. In plant breeding …
Breeding crops to feed 10 billion
Crop improvements can help us to meet the challenge of feeding a population of 10 billion,
but can we breed better varieties fast enough? Technologies such as genotyping, marker …
but can we breed better varieties fast enough? Technologies such as genotyping, marker …
High-throughput estimation of crop traits: A review of ground and aerial phenotyping platforms
Crop yields need to be improved in a sustainable manner to meet the expected worldwide
increase in population over the coming decades as well as the effects of anticipated climate …
increase in population over the coming decades as well as the effects of anticipated climate …
[HTML][HTML] Application of machine learning algorithms in plant breeding: predicting yield from hyperspectral reflectance in soybean
Recent substantial advances in high-throughput field phenotyping have provided plant
breeders with affordable and efficient tools for evaluating a large number of genotypes for …
breeders with affordable and efficient tools for evaluating a large number of genotypes for …
[HTML][HTML] Beat the stress: breeding for climate resilience in maize for the tropical rainfed environments
Key message Intensive public sector breeding efforts and public-private partnerships have
led to the increase in genetic gains, and deployment of elite climate-resilient maize cultivars …
led to the increase in genetic gains, and deployment of elite climate-resilient maize cultivars …
[图书][B] Melhoramento de plantas
De seu início rudimentar, com a seleção de sementes pelos primeiros agricultores, às mais
novas técnicas com o uso da biotecnologia, como marcadores moleculares …
novas técnicas com o uso da biotecnologia, como marcadores moleculares …