Computers and Electronics in Agriculture, Год журнала: 2025, Номер 236, С. 110422 - 110422
Опубликована: Апрель 23, 2025
Язык: Английский
Current Plant Biology, Год журнала: 2025, Номер unknown, С. 100434 - 100434
Опубликована: Янв. 1, 2025
Язык: Английский
Процитировано
4
Plant and Soil, Год журнала: 2025, Номер unknown
Опубликована: Янв. 14, 2025
Язык: Английский
Процитировано
4
Plants, Год журнала: 2024, Номер 13(19), С. 2676 - 2676
Опубликована: Сен. 24, 2024
With the development of new technologies in recent years, researchers have made significant progress crop breeding. Modern breeding differs from traditional because great changes technical means and concepts. Whereas initially focused on high yields, modern focuses orientations based different crops’ audiences or by-products. The process starts creation material populations, which can be constructed by natural mutagenesis, chemical physical mutagenesis transfer DNA (T-DNA), Tos17 (endogenous retrotransposon), etc. Then, gene function mined through QTL mapping, Bulked-segregant analysis (BSA), Genome-wide association studies (GWASs), RNA interference (RNAi), editing. at transcriptional, post-transcriptional, translational levels, functions genes are described terms post-translational aspects. This article mainly discusses application above scientific technological methods advantages limitations diversity. In particular, editing technology has contributed to research.
Язык: Английский
Процитировано
18
Current Plant Biology, Год журнала: 2024, Номер 38, С. 100331 - 100331
Опубликована: Фев. 21, 2024
Drought stress, exacerbated by climate change, presents a critical global challenge characterized increasingly severe and prolonged dehydration events. This phenomenon poses significant obstacles to both agricultural productivity ecological stability. One promising strategy for addressing this issue involves functional phenotyping, methodology that provides invaluable insights into the intricate responses of plants water scarcity. A profound understanding these is crucial advancement drought-tolerant crop cultivars/species, optimization irrigation methodologies, implementation effective resource management practices in agriculture. review underscores potential developing an ideal phenotyping tool continuously monitors plant's physiological profile response shifting environmental parameters. Such approach enables multifaceted characterization assessment various phenotypes levels. Through application techniques, we stand gain plant behaviour, thereby contributing development crops establishment sustainable systems.
Язык: Английский
Процитировано
17
Horticultural Plant Journal, Год журнала: 2024, Номер unknown
Опубликована: Фев. 1, 2024
Advances in gene editing and natural genetic variability present significant opportunities to generate novel alleles select sources of variation for horticulture crop improvement. The improvement crops enhance their resilience abiotic stresses new pests due climate change is essential future food security. field genomics has made strides over the past few decades, enabling us sequence analyze entire genomes. However, understanding complex relationship between genes expression phenotypes - observable characteristics an organism requires a deeper phenomics. Phenomics seeks link information with biological processes environmental factors better understand traits diseases. Recent breakthroughs this include development advanced imaging technologies, artificial intelligence algorithms, large-scale data analysis techniques. These tools have enabled explore relationships genotype, phenotype, environment unprecedented detail. This review explores importance phenotypes. Integration efficient high throughput plant phenotyping as well potential machine learning approaches genomic phenomics trait discovery.
Язык: Английский
Процитировано
16
The Plant Phenome Journal, Год журнала: 2024, Номер 7(1)
Опубликована: Фев. 19, 2024
Abstract We are in a race against time to combat climate change and increase food production by 70% feed the ever‐growing world population, which is expected double 2050. Agricultural research plays vital role improving crops livestock through breeding programs good agricultural practices, enabling sustainable agriculture systems. While advanced molecular technologies have been widely adopted, phenotyping as an essential aspect of has seen little development most African institutions remains traditional method. However, concept high‐throughput (HTP) gaining momentum, particularly context unmanned aerial vehicle (UAV)‐based phenotyping. Although into UAV‐based still limited, this paper aimed provide comprehensive overview understanding use UAV platforms image analytics for HTP identify key challenges opportunities area. The discusses field concepts, classification specifications, cases phenotyping, imaging systems processing methods. more required optimize UAVs’ performance data acquisition, limited studies focused on effect operational parameters acquisition.
Язык: Английский
Процитировано
12
Computers and Electronics in Agriculture, Год журнала: 2025, Номер 232, С. 110094 - 110094
Опубликована: Фев. 17, 2025
Язык: Английский
Процитировано
1
The Innovation Life, Год журнала: 2024, Номер unknown, С. 100105 - 100105
Опубликована: Янв. 1, 2024
<p>Artificial intelligence has had a profound impact on life sciences. This review discusses the application, challenges, and future development directions of artificial in various branches sciences, including zoology, plant science, microbiology, biochemistry, molecular biology, cell developmental genetics, neuroscience, psychology, pharmacology, clinical medicine, biomaterials, ecology, environmental science. It elaborates important roles aspects such as behavior monitoring, population dynamic prediction, microorganism identification, disease detection. At same time, it points out challenges faced by application data quality, black-box problems, ethical concerns. The are prospected from technological innovation interdisciplinary cooperation. integration Bio-Technologies (BT) Information-Technologies (IT) will transform biomedical research into AI for Science paradigm.</p>
Язык: Английский
Процитировано
9
Scientific Reports, Год журнала: 2024, Номер 14(1)
Опубликована: Янв. 3, 2024
Abstract Citrus fruit yield is essential for market stability, as it allows businesses to plan production and distribution. However, estimation a complex time-consuming process that often requires large number of field samples ensure representativeness. To address this challenge, we investigated the optimal altitude unmanned aerial vehicle (UAV) imaging estimate unshiu fruit. We captured images from five different altitudes (30 m, 50 70 90 110 m), determined resolution approximately 5 pixels/cm necessary reliable size based on average diameter C. (46.7 mm). Additionally, found histogram equalization improved count compared using untreated images. At 30 m height, normal image estimates numbers 73, 55, 88. equalized 88, 71, 105. The actual fruits 124, 141. Using Vegetation Index such I PCA showed similar value equalization, but 1 represents gap yields. Our results provide valuable database future UAV investigations citrus yield. flying platforms like UAVs can step towards adopting sort model spanning ever greater regions at cheap cost, with system generating accurate in manner.
Язык: Английский
Процитировано
8
New Crops, Год журнала: 2025, Номер unknown, С. 100064 - 100064
Опубликована: Янв. 1, 2025
Язык: Английский
Процитировано
1