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Deep learning in image-based plant phenoty**
A major bottleneck in the crop improvement pipeline is our ability to phenotype crops quickly
and efficiently. Image-based, high-throughput phenoty** has a number of advantages …
and efficiently. Image-based, high-throughput phenoty** has a number of advantages …
Salt stress under the scalpel–dissecting the genetics of salt tolerance
Salt stress limits the productivity of crops grown under saline conditions, leading to
substantial losses of yield in saline soils and under brackish and saline irrigation. Salt …
substantial losses of yield in saline soils and under brackish and saline irrigation. Salt …
Single-molecule sequencing and optical map** yields an improved genome of woodland strawberry (Fragaria vesca) with chromosome-scale contiguity
Background Although draft genomes are available for most agronomically important plant
species, the majority are incomplete, highly fragmented, and often riddled with assembly …
species, the majority are incomplete, highly fragmented, and often riddled with assembly …
Advancements in imaging sensors and AI for plant stress detection: A systematic literature review
Integrating imaging sensors and artificial intelligence (AI) have contributed to detecting plant
stress symptoms, yet data analysis remains a key challenge. Data challenges include …
stress symptoms, yet data analysis remains a key challenge. Data challenges include …
Thermal remote sensing for plant ecology from leaf to globe
Surface temperatures are mechanistically linked to vegetation biophysical and physiological
processes. Although remote sensing in the thermal infrared (TIR) domain can offer novel …
processes. Although remote sensing in the thermal infrared (TIR) domain can offer novel …
Computer vision, machine learning, and the promise of phenomics in ecology and evolutionary biology
For centuries, ecologists and evolutionary biologists have used images such as drawings,
paintings and photographs to record and quantify the shapes and patterns of life. With the …
paintings and photographs to record and quantify the shapes and patterns of life. With the …
Species-independent analytical tools for next-generation agriculture
Innovative approaches are urgently required to alleviate the growing pressure on agriculture
to meet the rising demand for food. A key challenge for plant biology is to bridge the notable …
to meet the rising demand for food. A key challenge for plant biology is to bridge the notable …
Capturing crop adaptation to abiotic stress using image-based technologies
Farmers and breeders aim to improve crop responses to abiotic stresses and secure yield
under adverse environmental conditions. To achieve this goal and select the most resilient …
under adverse environmental conditions. To achieve this goal and select the most resilient …
Indicators of water use efficiency across diverse agroecosystems and spatiotemporal scales
Understanding the relationship between water and production within and across
agroecosystems is essential for addressing several agricultural challenges of the 21st …
agroecosystems is essential for addressing several agricultural challenges of the 21st …
Twilight length alters growth and flowering time in Arabidopsis via LHY/CCA1
Decades of research have uncovered how plants respond to two environmental variables
that change across latitudes and over seasons: photoperiod and temperature. However, a …
that change across latitudes and over seasons: photoperiod and temperature. However, a …