FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3134455040> ?p ?o ?g. }

• W3134455040 endingPage "45" @default.
• W3134455040 startingPage "45" @default.
• W3134455040 abstract "This article describes an agricultural application of remote sensing methods. The idea is to aid in eradicating an invasive plant called Sosnowskyi borscht (H. sosnowskyi). These plants contain strong allergens and can induce burning skin pain, and may displace native plant species by overshadowing them, meaning that even solitary individuals must be controlled or destroyed in order to prevent damage to unused rural land and other neighbouring land of various types (mostly violated forest or housing areas). We describe several methods for detecting H. sosnowskyi plants from Sentinel-2A images, and verify our results. The workflow is based on recently improved technologies, which are used to pinpoint exact locations (small areas) of plants, allowing them to be found more efficiently than by visual inspection on foot or by car. The results are in the form of images that can be classified by several methods, and estimates of the cross-covariance or single-vector auto-covariance functions of the contaminant parameters are calculated from random functions composed of plant pixel vector data arrays. The correlation of the pixel vectors for H. sosnowskyi images depends on the density of the chlorophyll content in the plants. Estimates of the covariance functions were computed by varying the quantisation interval on a certain time scale and using a computer programme based on MATLAB. The correlation between the pixels of the H. sosnowskyi plants and other plants was found, possibly because their structures have sufficiently unique spectral signatures (pixel values) in raster images. H. sosnowskyi can be identified and confirmed using a combination of two classification methods (using supervised and unsupervised approaches). The reliability of this combined method was verified by applying the theory of covariance function, and the results showed that H. sosnowskyi plants had a higher correlation coefficient. This can be used to improve the results in order to get rid of plants in particular areas. Further experiments will be carried out to confirm these results based on in situ fieldwork, and to calculate the efficiency of our method." @default.
• W3134455040 created "2021-03-15" @default.
• W3134455040 creator A5005993750 @default.
• W3134455040 creator A5036238103 @default.
• W3134455040 creator A5040040431 @default.
• W3134455040 creator A5078114145 @default.
• W3134455040 creator A5082886134 @default.
• W3134455040 date "2021-03-03" @default.
• W3134455040 modified "2023-09-28" @default.
• W3134455040 title "Covariate Model of Pixel Vector Intensities of Invasive H. sosnowskyi Plants" @default.
• W3134455040 cites W1982442435 @default.
• W3134455040 cites W1989961284 @default.
• W3134455040 cites W1995446787 @default.
• W3134455040 cites W2079898711 @default.
• W3134455040 cites W2088776289 @default.
• W3134455040 cites W2107170853 @default.
• W3134455040 cites W2131305829 @default.
• W3134455040 cites W2137928005 @default.
• W3134455040 cites W2166614749 @default.
• W3134455040 cites W2166808775 @default.
• W3134455040 cites W2270996259 @default.
• W3134455040 cites W2615671695 @default.
• W3134455040 cites W2767653890 @default.
• W3134455040 cites W2797466127 @default.
• W3134455040 cites W2883925605 @default.
• W3134455040 cites W2912813928 @default.
• W3134455040 cites W2949798287 @default.
• W3134455040 cites W2950293106 @default.
• W3134455040 cites W2955625807 @default.
• W3134455040 cites W2973209283 @default.
• W3134455040 cites W2998989109 @default.
• W3134455040 cites W3014372673 @default.
• W3134455040 cites W4245199042 @default.
• W3134455040 doi "https://doi.org/10.3390/jimaging7030045" @default.
• W3134455040 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/8321309" @default.
• W3134455040 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34460701" @default.
• W3134455040 hasPublicationYear "2021" @default.
• W3134455040 type Work @default.
• W3134455040 sameAs 3134455040 @default.
• W3134455040 citedByCount "0" @default.
• W3134455040 crossrefType "journal-article" @default.
• W3134455040 hasAuthorship W3134455040A5005993750 @default.
• W3134455040 hasAuthorship W3134455040A5036238103 @default.
• W3134455040 hasAuthorship W3134455040A5040040431 @default.
• W3134455040 hasAuthorship W3134455040A5078114145 @default.
• W3134455040 hasAuthorship W3134455040A5082886134 @default.
• W3134455040 hasBestOaLocation W31344550401 @default.
• W3134455040 hasConcept C105795698 @default.
• W3134455040 hasConcept C153180895 @default.
• W3134455040 hasConcept C154945302 @default.
• W3134455040 hasConcept C160633673 @default.
• W3134455040 hasConcept C178650346 @default.
• W3134455040 hasConcept C181844469 @default.
• W3134455040 hasConcept C205649164 @default.
• W3134455040 hasConcept C33923547 @default.
• W3134455040 hasConcept C41008148 @default.
• W3134455040 hasConcept C62649853 @default.
• W3134455040 hasConceptScore W3134455040C105795698 @default.
• W3134455040 hasConceptScore W3134455040C153180895 @default.
• W3134455040 hasConceptScore W3134455040C154945302 @default.
• W3134455040 hasConceptScore W3134455040C160633673 @default.
• W3134455040 hasConceptScore W3134455040C178650346 @default.
• W3134455040 hasConceptScore W3134455040C181844469 @default.
• W3134455040 hasConceptScore W3134455040C205649164 @default.
• W3134455040 hasConceptScore W3134455040C33923547 @default.
• W3134455040 hasConceptScore W3134455040C41008148 @default.
• W3134455040 hasConceptScore W3134455040C62649853 @default.
• W3134455040 hasIssue "3" @default.
• W3134455040 hasLocation W31344550401 @default.
• W3134455040 hasLocation W31344550402 @default.
• W3134455040 hasLocation W31344550403 @default.
• W3134455040 hasOpenAccess W3134455040 @default.
• W3134455040 hasPrimaryLocation W31344550401 @default.
• W3134455040 hasRelatedWork W1965781815 @default.
• W3134455040 hasRelatedWork W2136485282 @default.
• W3134455040 hasRelatedWork W2149249189 @default.
• W3134455040 hasRelatedWork W2269705005 @default.
• W3134455040 hasRelatedWork W2542880803 @default.
• W3134455040 hasRelatedWork W2546871836 @default.
• W3134455040 hasRelatedWork W2547748020 @default.
• W3134455040 hasRelatedWork W2918100922 @default.
• W3134455040 hasRelatedWork W3043252291 @default.
• W3134455040 hasRelatedWork W3160284275 @default.
• W3134455040 hasVolume "7" @default.
• W3134455040 isParatext "false" @default.
• W3134455040 isRetracted "false" @default.
• W3134455040 magId "3134455040" @default.
• W3134455040 workType "article" @default.