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View article: Annotated 3D Point Cloud Dataset of Broad-Leaf Legumes Captured by High-Throughput Phenotyping Platform
Annotated 3D Point Cloud Dataset of Broad-Leaf Legumes Captured by High-Throughput Phenotyping Platform Open
This data descriptor presents novel, annotated 3D point cloud plant scans generated by a high-throughput phenotyping platform (LeasyScan, ICRISAT, India). It focuses on broad-leaf legume species (mungbean, common bean, cowpea, and lima bea…
View article: Culture, ethnicity, and crop choice: insights from tribal and non-tribal farmers in Adilabad District, India
Culture, ethnicity, and crop choice: insights from tribal and non-tribal farmers in Adilabad District, India Open
View article: Developing future resilience from signatures of adaptation across the sorghum pangenome
Developing future resilience from signatures of adaptation across the sorghum pangenome Open
While the green revolution adapted a handful of crops to homogenous and high-input industrialized agriculture, much of the global population still relies on local food production from low-input smallholder farms that grow highly variable c…
View article: Utilizing X-ray radiography for non-destructive assessment of paddy rice grain quality traits
Utilizing X-ray radiography for non-destructive assessment of paddy rice grain quality traits Open
View article: Distinct water and phosphorus extraction patterns are key to maintaining the productivity of sorghum under drought and limited soil resources
Distinct water and phosphorus extraction patterns are key to maintaining the productivity of sorghum under drought and limited soil resources Open
Nutrient and water limitations contribute to yield losses in semi-arid regions. Therefore, crop rotations incorporating nitrogen-fixing legumes and drought-tolerant sorghum varieties offer a strategy to improve the utilization of scarce so…
View article: Utilizing X-ray radiography for non-destructive assessment of paddy rice grain quality traits
Utilizing X-ray radiography for non-destructive assessment of paddy rice grain quality traits Open
Background Agricultural systems are under extreme pressure to meet the global food demand, hence necessitating faster crop improvement. Rapid evaluation of the crops using novel imaging technologies coupled with robust image analysis could…
View article: Next-Generation Tools for Nutrition-Inclusive Breeding for Cereals
Next-Generation Tools for Nutrition-Inclusive Breeding for Cereals Open
Addressing global malnutrition requires improving the nutritional quality of major crops and promoting nutritionally rich crops. However, breeding for improving nutritional traits is challenging, particularly in the absence of rapid and pr…
View article: AI-Driven Background Segmentation for High-Throughput 3D Plant Scans
AI-Driven Background Segmentation for High-Throughput 3D Plant Scans Open
Accurate background segmentation in 3D plant phenotyping is crucial for reliable trait assessment but remains challenging. Current methods are either excessively complex, developed for a different domain, or lead to data loss (coordinate-b…
View article: Step-wise selection using high throughput phenotyping platform (HTTP) and stress tolerance indices as an approach for improving drought tolerance in groundnut (Arachis hypogaea L.)
Step-wise selection using high throughput phenotyping platform (HTTP) and stress tolerance indices as an approach for improving drought tolerance in groundnut (Arachis hypogaea L.) Open
Drought stress is a major production constraint of groundnut in Africa and Asia where it is largely grown as rainfed crop. The experiments aim to design an early testing approach for drought tolerance in the groundnut breeding pipeline to …
View article: Hybrid-AI and Model Ensembling to Exploit UAV-Based RGB Imagery: An Evaluation of Sorghum Crop’s Nitrogen Content
Hybrid-AI and Model Ensembling to Exploit UAV-Based RGB Imagery: An Evaluation of Sorghum Crop’s Nitrogen Content Open
Non-invasive crop analysis through image-based methods holds great promise for applications in plant research, yet accurate and robust trait inference from images remains a critical challenge. Our study investigates the potential of AI mod…
View article: Transpiration efficiency variations in the pearl millet reference collection PMiGAP
Transpiration efficiency variations in the pearl millet reference collection PMiGAP Open
Transpiration efficiency (TE), the biomass produced per unit of water transpired, is a key trait for crop performance under limited water. As water becomes scarce, increasing TE would contribute to increase crop drought tolerance. This stu…
View article: Sorghum landraces perform better than a commonly used cultivar under terminal drought, especially on sandy soil
Sorghum landraces perform better than a commonly used cultivar under terminal drought, especially on sandy soil Open
Landraces of sorghum [Sorghum bicolor (L.) Moench] have a high potential for drought adaptations to increasingly extreme climates. We investigated the performance of five sorghum genotypes (four landraces and one commonly grown elite line)…
View article: The transpiration rate sensitivity to increasing evaporative demand differs between soil textures, even in wet soil
The transpiration rate sensitivity to increasing evaporative demand differs between soil textures, even in wet soil Open
View article: Timing of water use and phosphorus exploitation strategies are promising key traits of Sorghum to maintain biomass and yield production under resource limitations
Timing of water use and phosphorus exploitation strategies are promising key traits of Sorghum to maintain biomass and yield production under resource limitations Open
Aims Limited access to nutrients and water is leading to yield losses in smallholder farming systems in semi-arid regions. Therefore, crop rotations including legumes as well as utilizing drought-tolerant sorghum varieties might be a strat…
View article: The genotypic variation in the positive response of sorghum to higher sowing density is linked to an increase in water use efficiency
The genotypic variation in the positive response of sorghum to higher sowing density is linked to an increase in water use efficiency Open
In semi-arid tropical areas, sorghum is sown at very low planting densities. Hence, increasing plant density represents an opportunity to improve productivity. However, assessing the expected increase in water needs is critical prior to te…
View article: APSIM-based modeling approach to understand sorghum production environments in Mali
APSIM-based modeling approach to understand sorghum production environments in Mali Open
View article: Characterization of adaptation mechanisms in sorghum using a multireference back-cross nested association mapping design and envirotyping
Characterization of adaptation mechanisms in sorghum using a multireference back-cross nested association mapping design and envirotyping Open
Identifying the genetic factors impacting the adaptation of crops to environmental conditions is of key interest for conservation and selection purposes. It can be achieved using population genomics, and evolutionary or quantitative geneti…
View article: Transpiration efficiency variations in the pearl millet reference collection PMiGAP
Transpiration efficiency variations in the pearl millet reference collection PMiGAP Open
Transpiration efficiency (TE), the biomass produced per unit of water transpired, is a key trait for crop performance under limited water. As water becomes scarce, increasing TE would contribute to increase crop drought tolerance. This stu…
View article: The Genotypic Variation in the Positive Response of Sorghum to Higher Sowing Density is Linked to an Increase in Water Use Efficiency
The Genotypic Variation in the Positive Response of Sorghum to Higher Sowing Density is Linked to an Increase in Water Use Efficiency Open
View article: A step towards inter-operable Unmanned Aerial Vehicles (UAV) based phenotyping; A case study demonstrating a rapid, quantitative approach to standardize image acquisition and check quality of acquired images
A step towards inter-operable Unmanned Aerial Vehicles (UAV) based phenotyping; A case study demonstrating a rapid, quantitative approach to standardize image acquisition and check quality of acquired images Open
The Unmanned aerial vehicles (UAVs) - based imaging is being intensively explored for precise crop evaluation. Various optical sensors, such as RGB, multi-spectral, and hyper-spectral cameras, can be used for this purpose. Consistent image…
View article: Modelling the dynamics and phenotypic consequences of tiller outgrowth and cessation in sorghum
Modelling the dynamics and phenotypic consequences of tiller outgrowth and cessation in sorghum Open
Tillering affects canopy leaf area, and hence crop growth via capture of light, water and nutrients. Depending on the season, variation in tillering can result in increased or decreased yield. Reduced tillering has been associated with wat…
View article: Characterization of the Pearl Millet Cultivation Environments in India: Status and Perspectives Enabled by Expanded Data Analytics and Digital Tools
Characterization of the Pearl Millet Cultivation Environments in India: Status and Perspectives Enabled by Expanded Data Analytics and Digital Tools Open
The cultivation of pearl millet in India is experiencing important transformations. Here, we propose a new characterization of the pearl millet production environment using the latest available district level data (1998–2017), principal co…
View article: Characterization of adaptation mechanisms in sorghum using a multi-reference back-cross nested association mapping design and envirotyping
Characterization of adaptation mechanisms in sorghum using a multi-reference back-cross nested association mapping design and envirotyping Open
The identification of haplotypes influencing traits of agronomic interest, with well-defined effects across environments, is of key importance to develop varieties adapted to their context of use. It requires advanced crossing schemes, mul…
View article: Characterization of the pearl millet cultivation environments in India: status and perspectives enabled by expanded data analytics and digital tools
Characterization of the pearl millet cultivation environments in India: status and perspectives enabled by expanded data analytics and digital tools Open
The cultivation of pearl millet in India is experiencing important transformations due to changes in weather, socio-economic trends, and technological progress. In this scope, we propose a new characterization of the pearl millet productio…
View article: New algorithm for pearl millet modelling in APSIM allowing a mechanistic simulation of tillers
New algorithm for pearl millet modelling in APSIM allowing a mechanistic simulation of tillers Open
We present a new algorithm for pearl millet simulation in APSIM. Compared to the actual released model, this new model increases the ability to simulate dynamic tillers by integrating recent progresses about biological understanding of the…
View article: Author Correction: Genetic approaches for assessment of phosphorus use efficiency in groundnut (Arachis hypogaea L.)
Author Correction: Genetic approaches for assessment of phosphorus use efficiency in groundnut (Arachis hypogaea L.) Open
View article: Exploring Novel Ai-Based Approaches for Plant Features Extraction in Image Datasets with Small Size: The Case Study of Nitrogen Estimation in Sorghum Using Uav-Based Rgb Sensing
Exploring Novel Ai-Based Approaches for Plant Features Extraction in Image Datasets with Small Size: The Case Study of Nitrogen Estimation in Sorghum Using Uav-Based Rgb Sensing Open
View article: Genetic approaches for assessment of phosphorus use efficiency in groundnut (Arachis hypogaea L.)
Genetic approaches for assessment of phosphorus use efficiency in groundnut (Arachis hypogaea L.) Open
View article: Higher sowing density of pearl millet increases productivity and water use efficiency in high evaporative demand seasons
Higher sowing density of pearl millet increases productivity and water use efficiency in high evaporative demand seasons Open
Introduction Pearlmillet is themain subsistence crop for smallholder farmers systemswhere it is grown at low plant density. Intensifying pearl millet cultivation could boost productivity although it may have trade-offs. Increasing planting…
View article: Phytoliths as indicators of plant water availability: The case of millets cultivation in the Indus Valley civilization
Phytoliths as indicators of plant water availability: The case of millets cultivation in the Indus Valley civilization Open
The interpretation of crop water management practices has been central to the archeological debate on agricultural strategies and is crucial where the type of water strategy can provide fundamental explanations for the adoption and use of …