Matches in SemOpenAlex for { <https://semopenalex.org/work/W4308271969> ?p ?o ?g. }
Showing items 1 to 61 of
61
with 100 items per page.
- W4308271969 abstract "Image based high throughput plant phenotyping is a powerful tool to capture and quantify diverse plant traits. The available commercial platforms are often cost-prohibitive. This study describes the development of a low cost, automated plant phenotyping platform, which can acquire images, transfer data, segment the images, extract the traits and perform data analysis using low-cost microcomputers, cameras and IoT irrigation system. Quantifiable plant traits (e.g., shape, area, height, color) were extracted from the plant images using an in-house pipeline developed in R language. An experiment of water stress (waterlogging and drought) on Mentha arvensis (Menthol mint) crop (cv. CIM-Kosi) was conducted to demonstrate image traits being used as a proxy for plant response to water stress. It was found that the effect of drought stress on plant height and number of secondary branches could be correlated to color traits of plant canopy images. Also, the effect of waterlogging stress on chlorophyll and flavonoid content could be related to the shape traits of plant canopy images and effect on waterlogging on plant height and canopy width could be associated with color and texture traits. The imaging platforms could successfully demonstrate a viable low-cost solution for incorporating high-throughput plant phenotyping in various plant stress related research applications." @default.
- W4308271969 created "2022-11-10" @default.
- W4308271969 creator A5012417018 @default.
- W4308271969 creator A5029465796 @default.
- W4308271969 creator A5074131058 @default.
- W4308271969 creator A5087324422 @default.
- W4308271969 date "2022-11-04" @default.
- W4308271969 modified "2023-09-25" @default.
- W4308271969 title "Low cost, automated high throughput plant phenotyping system to evaluate the response of Menthol mint (Mentha arvensis) crop to water stress" @default.
- W4308271969 doi "https://doi.org/10.22541/au.166758437.74559609/v1" @default.
- W4308271969 hasPublicationYear "2022" @default.
- W4308271969 type Work @default.
- W4308271969 citedByCount "0" @default.
- W4308271969 crossrefType "posted-content" @default.
- W4308271969 hasAuthorship W4308271969A5012417018 @default.
- W4308271969 hasAuthorship W4308271969A5029465796 @default.
- W4308271969 hasAuthorship W4308271969A5074131058 @default.
- W4308271969 hasAuthorship W4308271969A5087324422 @default.
- W4308271969 hasBestOaLocation W43082719691 @default.
- W4308271969 hasConcept C101000010 @default.
- W4308271969 hasConcept C137580998 @default.
- W4308271969 hasConcept C144027150 @default.
- W4308271969 hasConcept C178790620 @default.
- W4308271969 hasConcept C185592680 @default.
- W4308271969 hasConcept C2777278459 @default.
- W4308271969 hasConcept C2778587282 @default.
- W4308271969 hasConcept C2780194911 @default.
- W4308271969 hasConcept C39432304 @default.
- W4308271969 hasConcept C59822182 @default.
- W4308271969 hasConcept C6557445 @default.
- W4308271969 hasConcept C86803240 @default.
- W4308271969 hasConcept C88862950 @default.
- W4308271969 hasConceptScore W4308271969C101000010 @default.
- W4308271969 hasConceptScore W4308271969C137580998 @default.
- W4308271969 hasConceptScore W4308271969C144027150 @default.
- W4308271969 hasConceptScore W4308271969C178790620 @default.
- W4308271969 hasConceptScore W4308271969C185592680 @default.
- W4308271969 hasConceptScore W4308271969C2777278459 @default.
- W4308271969 hasConceptScore W4308271969C2778587282 @default.
- W4308271969 hasConceptScore W4308271969C2780194911 @default.
- W4308271969 hasConceptScore W4308271969C39432304 @default.
- W4308271969 hasConceptScore W4308271969C59822182 @default.
- W4308271969 hasConceptScore W4308271969C6557445 @default.
- W4308271969 hasConceptScore W4308271969C86803240 @default.
- W4308271969 hasConceptScore W4308271969C88862950 @default.
- W4308271969 hasLocation W43082719691 @default.
- W4308271969 hasOpenAccess W4308271969 @default.
- W4308271969 hasPrimaryLocation W43082719691 @default.
- W4308271969 hasRelatedWork W2093818939 @default.
- W4308271969 hasRelatedWork W2094717617 @default.
- W4308271969 hasRelatedWork W2226914180 @default.
- W4308271969 hasRelatedWork W2295403282 @default.
- W4308271969 hasRelatedWork W2365400529 @default.
- W4308271969 hasRelatedWork W3033642867 @default.
- W4308271969 hasRelatedWork W4292548439 @default.
- W4308271969 hasRelatedWork W4360615348 @default.
- W4308271969 hasRelatedWork W561611333 @default.
- W4308271969 hasRelatedWork W1502517334 @default.
- W4308271969 isParatext "false" @default.
- W4308271969 isRetracted "false" @default.
- W4308271969 workType "article" @default.