FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386986598> ?p ?o ?g. }

• W4386986598 endingPage "222" @default.
• W4386986598 startingPage "206" @default.
• W4386986598 abstract "The sowing depth decision is a critical link in variable-depth sowing (VDS). Compared with rule-based sowing depth decisions, model-based methods are more intelligent and flexible under different growing conditions. This study develops a prediction model that predicts the germination and establishment of maize at different soil depths, enabling the rapid determination of the optimum sowing depth by comparing the predicted results. Dependent variables of the prediction model were selected from five seedling quality indexes, which were the emergence rate index (ER) and seedling uniformity index (Un). Independent variables were soil parameters, namely bulk density, soil depth, and soil moisture. Datasets for modelling were obtained from two experimental sites: one (240 data groups) for model training and the other (48 data groups) for model testing. After the classification of dependent variable data, a support vector machine (SVM), random forest (RF), and extreme learning machine (ELM) were used to process the training dataset and establish 186 models. Further assessment of the three selected models was performed using a test dataset. Finally, a model embedded in the SVM algorithm was developed, and achieved accuracies of 70.83% and 72.92% when predicting ER and Un. Maize emergence and establishment were effectively improved in the field by applying the developed model to select the optimum sowing depths." @default.
• W4386986598 created "2023-09-24" @default.
• W4386986598 creator A5003667421 @default.
• W4386986598 creator A5027429808 @default.
• W4386986598 creator A5029324257 @default.
• W4386986598 creator A5032167366 @default.
• W4386986598 creator A5034276009 @default.
• W4386986598 creator A5054832693 @default.
• W4386986598 creator A5081557955 @default.
• W4386986598 date "2023-10-01" @default.
• W4386986598 modified "2023-10-18" @default.
• W4386986598 title "Development of a prediction model to determine optimal sowing depth to improve maize seedling performance" @default.
• W4386986598 cites W18678914 @default.
• W4386986598 cites W1983224405 @default.
• W4386986598 cites W1983927306 @default.
• W4386986598 cites W1995676707 @default.
• W4386986598 cites W2004785362 @default.
• W4386986598 cites W2011129798 @default.
• W4386986598 cites W2013407784 @default.
• W4386986598 cites W2020979159 @default.
• W4386986598 cites W2035222601 @default.
• W4386986598 cites W2035314623 @default.
• W4386986598 cites W2039049978 @default.
• W4386986598 cites W2044468884 @default.
• W4386986598 cites W2044905548 @default.
• W4386986598 cites W2065398998 @default.
• W4386986598 cites W2065552714 @default.
• W4386986598 cites W2139020807 @default.
• W4386986598 cites W2163948514 @default.
• W4386986598 cites W2213782059 @default.
• W4386986598 cites W2317852320 @default.
• W4386986598 cites W2580808806 @default.
• W4386986598 cites W2593397548 @default.
• W4386986598 cites W2605614336 @default.
• W4386986598 cites W2788786146 @default.
• W4386986598 cites W2884812134 @default.
• W4386986598 cites W2899289605 @default.
• W4386986598 cites W2964025668 @default.
• W4386986598 cites W2973104515 @default.
• W4386986598 cites W3015539238 @default.
• W4386986598 cites W3045576536 @default.
• W4386986598 cites W3212489200 @default.
• W4386986598 cites W3215637970 @default.
• W4386986598 cites W4239010739 @default.
• W4386986598 cites W776749004 @default.
• W4386986598 cites W927266907 @default.
• W4386986598 doi "https://doi.org/10.1016/j.biosystemseng.2023.09.004" @default.
• W4386986598 hasPublicationYear "2023" @default.
• W4386986598 type Work @default.
• W4386986598 citedByCount "0" @default.
• W4386986598 crossrefType "journal-article" @default.
• W4386986598 hasAuthorship W4386986598A5003667421 @default.
• W4386986598 hasAuthorship W4386986598A5027429808 @default.
• W4386986598 hasAuthorship W4386986598A5029324257 @default.
• W4386986598 hasAuthorship W4386986598A5032167366 @default.
• W4386986598 hasAuthorship W4386986598A5034276009 @default.
• W4386986598 hasAuthorship W4386986598A5054832693 @default.
• W4386986598 hasAuthorship W4386986598A5081557955 @default.
• W4386986598 hasConcept C100701293 @default.
• W4386986598 hasConcept C111919701 @default.
• W4386986598 hasConcept C119857082 @default.
• W4386986598 hasConcept C12267149 @default.
• W4386986598 hasConcept C127413603 @default.
• W4386986598 hasConcept C154945302 @default.
• W4386986598 hasConcept C159390177 @default.
• W4386986598 hasConcept C168741863 @default.
• W4386986598 hasConcept C169258074 @default.
• W4386986598 hasConcept C187320778 @default.
• W4386986598 hasConcept C24939127 @default.
• W4386986598 hasConcept C2776096895 @default.
• W4386986598 hasConcept C33923547 @default.
• W4386986598 hasConcept C39432304 @default.
• W4386986598 hasConcept C41008148 @default.
• W4386986598 hasConcept C6557445 @default.
• W4386986598 hasConcept C86803240 @default.
• W4386986598 hasConcept C88463610 @default.
• W4386986598 hasConcept C98045186 @default.
• W4386986598 hasConceptScore W4386986598C100701293 @default.
• W4386986598 hasConceptScore W4386986598C111919701 @default.
• W4386986598 hasConceptScore W4386986598C119857082 @default.
• W4386986598 hasConceptScore W4386986598C12267149 @default.
• W4386986598 hasConceptScore W4386986598C127413603 @default.
• W4386986598 hasConceptScore W4386986598C154945302 @default.
• W4386986598 hasConceptScore W4386986598C159390177 @default.
• W4386986598 hasConceptScore W4386986598C168741863 @default.
• W4386986598 hasConceptScore W4386986598C169258074 @default.
• W4386986598 hasConceptScore W4386986598C187320778 @default.
• W4386986598 hasConceptScore W4386986598C24939127 @default.
• W4386986598 hasConceptScore W4386986598C2776096895 @default.
• W4386986598 hasConceptScore W4386986598C33923547 @default.
• W4386986598 hasConceptScore W4386986598C39432304 @default.
• W4386986598 hasConceptScore W4386986598C41008148 @default.
• W4386986598 hasConceptScore W4386986598C6557445 @default.
• W4386986598 hasConceptScore W4386986598C86803240 @default.
• W4386986598 hasConceptScore W4386986598C88463610 @default.
• W4386986598 hasConceptScore W4386986598C98045186 @default.
• W4386986598 hasLocation W43869865981 @default.
• W4386986598 hasOpenAccess W4386986598 @default.

• next