FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4214903658> ?p ?o ?g. }

• W4214903658 endingPage "1221" @default.
• W4214903658 startingPage "1221" @default.
• W4214903658 abstract "Wheat stripe rust poses a serious threat to wheat production. An effective prediction method is important for food security. In this study, we developed a prediction model for wheat stripe rust based on vegetation indices and meteorological features. First, based on time-series Sentinel-2 remote sensing images and meteorological data, wheat phenology (jointing date) was estimated using the harmonic analysis of time-series combined with average cumulative temperature. Then, vegetation indices were extracted based on phenological information. Meteorological features were screened using correlation analysis combined with independent t-test analysis. Finally, a random forest (RF) was used to construct a prediction model for wheat stripe rust. The results showed that the RF model using the input combination (phenological information-based vegetation indices and meteorological features) produced a higher prediction accuracy and a kappa coefficient of 88.7% and 0.772, respectively. The prediction model using phenological information-based vegetation indices outperformed the prediction model using single-date image-based vegetation indices, and the overall accuracy improved from 62.9% to 78.4%. These results indicated that the method combining phenological information-based vegetation indices and meteorological features can be used for wheat stripe rust prediction. The results of the prediction model can provide guidance and suggestions for disease prevention in the study area." @default.
• W4214903658 created "2022-03-05" @default.
• W4214903658 creator A5019604942 @default.
• W4214903658 creator A5038746312 @default.
• W4214903658 creator A5049898739 @default.
• W4214903658 creator A5057149005 @default.
• W4214903658 creator A5063210570 @default.
• W4214903658 creator A5068106143 @default.
• W4214903658 creator A5090548589 @default.
• W4214903658 date "2022-03-02" @default.
• W4214903658 modified "2023-10-14" @default.
• W4214903658 title "Integrating Remote Sensing and Meteorological Data to Predict Wheat Stripe Rust" @default.
• W4214903658 cites W1965341695 @default.
• W4214903658 cites W1968718753 @default.
• W4214903658 cites W2011475440 @default.
• W4214903658 cites W2024700522 @default.
• W4214903658 cites W2039604550 @default.
• W4214903658 cites W2039925883 @default.
• W4214903658 cites W2050976226 @default.
• W4214903658 cites W2056352756 @default.
• W4214903658 cites W2057061710 @default.
• W4214903658 cites W2068784360 @default.
• W4214903658 cites W2069524523 @default.
• W4214903658 cites W2076134241 @default.
• W4214903658 cites W2119807788 @default.
• W4214903658 cites W2143186975 @default.
• W4214903658 cites W2148279246 @default.
• W4214903658 cites W2161815745 @default.
• W4214903658 cites W2162772680 @default.
• W4214903658 cites W2179098748 @default.
• W4214903658 cites W218515012 @default.
• W4214903658 cites W2261059368 @default.
• W4214903658 cites W2561146901 @default.
• W4214903658 cites W2611080000 @default.
• W4214903658 cites W2621351181 @default.
• W4214903658 cites W2622693986 @default.
• W4214903658 cites W2731271873 @default.
• W4214903658 cites W2759823247 @default.
• W4214903658 cites W2791172538 @default.
• W4214903658 cites W2890518708 @default.
• W4214903658 cites W2892437484 @default.
• W4214903658 cites W2906120704 @default.
• W4214903658 cites W2911964244 @default.
• W4214903658 cites W2916486703 @default.
• W4214903658 cites W2941179699 @default.
• W4214903658 cites W2944750402 @default.
• W4214903658 cites W2967703991 @default.
• W4214903658 cites W2969545732 @default.
• W4214903658 cites W2983152285 @default.
• W4214903658 cites W2990217975 @default.
• W4214903658 cites W2999658315 @default.
• W4214903658 cites W3009609029 @default.
• W4214903658 cites W3033835207 @default.
• W4214903658 cites W3046387949 @default.
• W4214903658 cites W3080908680 @default.
• W4214903658 cites W3089590590 @default.
• W4214903658 cites W3096477768 @default.
• W4214903658 cites W3123559006 @default.
• W4214903658 cites W3135743954 @default.
• W4214903658 cites W3136913970 @default.
• W4214903658 cites W3145947628 @default.
• W4214903658 cites W3210741146 @default.
• W4214903658 doi "https://doi.org/10.3390/rs14051221" @default.
• W4214903658 hasPublicationYear "2022" @default.
• W4214903658 type Work @default.
• W4214903658 citedByCount "4" @default.
• W4214903658 countsByYear W42149036582022 @default.
• W4214903658 countsByYear W42149036582023 @default.
• W4214903658 crossrefType "journal-article" @default.
• W4214903658 hasAuthorship W4214903658A5019604942 @default.
• W4214903658 hasAuthorship W4214903658A5038746312 @default.
• W4214903658 hasAuthorship W4214903658A5049898739 @default.
• W4214903658 hasAuthorship W4214903658A5057149005 @default.
• W4214903658 hasAuthorship W4214903658A5063210570 @default.
• W4214903658 hasAuthorship W4214903658A5068106143 @default.
• W4214903658 hasAuthorship W4214903658A5090548589 @default.
• W4214903658 hasBestOaLocation W42149036581 @default.
• W4214903658 hasConcept C105795698 @default.
• W4214903658 hasConcept C119857082 @default.
• W4214903658 hasConcept C142724271 @default.
• W4214903658 hasConcept C151406439 @default.
• W4214903658 hasConcept C153294291 @default.
• W4214903658 hasConcept C169258074 @default.
• W4214903658 hasConcept C197781089 @default.
• W4214903658 hasConcept C199360897 @default.
• W4214903658 hasConcept C205649164 @default.
• W4214903658 hasConcept C2776133958 @default.
• W4214903658 hasConcept C2780092901 @default.
• W4214903658 hasConcept C33923547 @default.
• W4214903658 hasConcept C39432304 @default.
• W4214903658 hasConcept C41008148 @default.
• W4214903658 hasConcept C51417038 @default.
• W4214903658 hasConcept C62649853 @default.
• W4214903658 hasConcept C6557445 @default.
• W4214903658 hasConcept C71924100 @default.
• W4214903658 hasConcept C86803240 @default.
• W4214903658 hasConceptScore W4214903658C105795698 @default.
• W4214903658 hasConceptScore W4214903658C119857082 @default.

• next