FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3127334264> ?p ?o ?g. }

• W3127334264 endingPage "958" @default.
• W3127334264 startingPage "958" @default.
• W3127334264 abstract "Potassium is a macro element in plants that is typically supplied to crops in excess throughout the season to avoid a deficit leading to reduced crop yield. Transpiration rate is a momentary physiological attribute that is indicative of soil water content, the plant’s water requirements, and abiotic stress factors. In this study, two systems were combined to create a hyperspectral–physiological plant database for classification of potassium treatments (low, medium, and high) and estimation of momentary transpiration rate from hyperspectral images. PlantArray 3.0 was used to control fertigation, log ambient conditions, and calculate transpiration rates. In addition, a semi-automated platform carrying a hyperspectral camera was triggered every hour to capture images of a large array of pepper plants. The combined attributes and spectral information on an hourly basis were used to classify plants into their given potassium treatments (average accuracy = 80%) and to estimate transpiration rate (RMSE = 0.025 g/min, R2 = 0.75) using the advanced ensemble learning algorithm XGBoost (extreme gradient boosting algorithm). Although potassium has no direct spectral absorption features, the classification results demonstrated the ability to label plants according to potassium treatments based on a remotely measured hyperspectral signal. The ability to estimate transpiration rates for different potassium applications using spectral information can aid in irrigation management and crop yield optimization. These combined results are important for decision-making during the growing season, and particularly at the early stages when potassium levels can still be corrected to prevent yield loss." @default.
• W3127334264 created "2021-02-15" @default.
• W3127334264 creator A5028580036 @default.
• W3127334264 creator A5038570405 @default.
• W3127334264 creator A5047686170 @default.
• W3127334264 creator A5050727333 @default.
• W3127334264 creator A5064090994 @default.
• W3127334264 creator A5090941844 @default.
• W3127334264 date "2021-02-01" @default.
• W3127334264 modified "2023-10-16" @default.
• W3127334264 title "Detection of Potassium Deficiency and Momentary Transpiration Rate Estimation at Early Growth Stages Using Proximal Hyperspectral Imaging and Extreme Gradient Boosting" @default.
• W3127334264 cites W1824582958 @default.
• W3127334264 cites W1966854564 @default.
• W3127334264 cites W1970028096 @default.
• W3127334264 cites W1970638292 @default.
• W3127334264 cites W1980997487 @default.
• W3127334264 cites W1981448549 @default.
• W3127334264 cites W1986786848 @default.
• W3127334264 cites W1987557628 @default.
• W3127334264 cites W1998915466 @default.
• W3127334264 cites W2002190523 @default.
• W3127334264 cites W2030233869 @default.
• W3127334264 cites W2031295786 @default.
• W3127334264 cites W2042254390 @default.
• W3127334264 cites W2046404820 @default.
• W3127334264 cites W2059523177 @default.
• W3127334264 cites W2066551002 @default.
• W3127334264 cites W2079397831 @default.
• W3127334264 cites W2086330580 @default.
• W3127334264 cites W2096101084 @default.
• W3127334264 cites W2131885732 @default.
• W3127334264 cites W2133004502 @default.
• W3127334264 cites W2133059825 @default.
• W3127334264 cites W2136251662 @default.
• W3127334264 cites W2148900115 @default.
• W3127334264 cites W2159961845 @default.
• W3127334264 cites W2556118848 @default.
• W3127334264 cites W2556315116 @default.
• W3127334264 cites W2611517298 @default.
• W3127334264 cites W2784208206 @default.
• W3127334264 cites W2787334870 @default.
• W3127334264 cites W2789266805 @default.
• W3127334264 cites W2791539684 @default.
• W3127334264 cites W2804841349 @default.
• W3127334264 cites W2808835772 @default.
• W3127334264 cites W2884820639 @default.
• W3127334264 cites W2903282641 @default.
• W3127334264 cites W2938719000 @default.
• W3127334264 cites W2948301682 @default.
• W3127334264 cites W2953048636 @default.
• W3127334264 cites W2957894903 @default.
• W3127334264 cites W2964683531 @default.
• W3127334264 cites W2969945043 @default.
• W3127334264 cites W3021749103 @default.
• W3127334264 doi "https://doi.org/10.3390/s21030958" @default.
• W3127334264 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/7867110" @default.
• W3127334264 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/33535447" @default.
• W3127334264 hasPublicationYear "2021" @default.
• W3127334264 type Work @default.
• W3127334264 sameAs 3127334264 @default.
• W3127334264 citedByCount "16" @default.
• W3127334264 countsByYear W31273342642021 @default.
• W3127334264 countsByYear W31273342642022 @default.
• W3127334264 countsByYear W31273342642023 @default.
• W3127334264 crossrefType "journal-article" @default.
• W3127334264 hasAuthorship W3127334264A5028580036 @default.
• W3127334264 hasAuthorship W3127334264A5038570405 @default.
• W3127334264 hasAuthorship W3127334264A5047686170 @default.
• W3127334264 hasAuthorship W3127334264A5050727333 @default.
• W3127334264 hasAuthorship W3127334264A5064090994 @default.
• W3127334264 hasAuthorship W3127334264A5090941844 @default.
• W3127334264 hasBestOaLocation W31273342641 @default.
• W3127334264 hasConcept C137660486 @default.
• W3127334264 hasConcept C154945302 @default.
• W3127334264 hasConcept C157517311 @default.
• W3127334264 hasConcept C159078339 @default.
• W3127334264 hasConcept C178790620 @default.
• W3127334264 hasConcept C183688256 @default.
• W3127334264 hasConcept C185592680 @default.
• W3127334264 hasConcept C186060115 @default.
• W3127334264 hasConcept C205649164 @default.
• W3127334264 hasConcept C33923547 @default.
• W3127334264 hasConcept C39432304 @default.
• W3127334264 hasConcept C41008148 @default.
• W3127334264 hasConcept C517785266 @default.
• W3127334264 hasConcept C55493867 @default.
• W3127334264 hasConcept C62649853 @default.
• W3127334264 hasConcept C6557445 @default.
• W3127334264 hasConcept C86803240 @default.
• W3127334264 hasConcept C88862950 @default.
• W3127334264 hasConceptScore W3127334264C137660486 @default.
• W3127334264 hasConceptScore W3127334264C154945302 @default.
• W3127334264 hasConceptScore W3127334264C157517311 @default.
• W3127334264 hasConceptScore W3127334264C159078339 @default.
• W3127334264 hasConceptScore W3127334264C178790620 @default.
• W3127334264 hasConceptScore W3127334264C183688256 @default.
• W3127334264 hasConceptScore W3127334264C185592680 @default.
• W3127334264 hasConceptScore W3127334264C186060115 @default.

• next