Matches in SemOpenAlex for { <https://semopenalex.org/work/W3191702247> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W3191702247 abstract "This study aims to help farmers by using open source software that employs machine learning and hyperspectral images to analyze farm characteristics, which include crops, soil, and climate. This study makes use of two datasets, i.e., 270100 images from LANDSAT 8 and classified images from MODIS dataset provided by Google Earth Engine to classify land type, which helps in detecting farms in the future. Random forest algorithm was used as a classifier for multiclass hyperspectral data. Training the model acquired an overall accuracy of 0.997 that helped to determine the type of land in a geographical area. This paper conveys the first model built by us from various other models that are planned to develop. The data from our research work is conveyed to a farmer by means of a web application, which is built using a Spring framework, Grafana, JvaScript, and several other web technologies." @default.
- W3191702247 created "2021-08-16" @default.
- W3191702247 creator A5010044286 @default.
- W3191702247 creator A5011682294 @default.
- W3191702247 creator A5014847819 @default.
- W3191702247 creator A5032184609 @default.
- W3191702247 creator A5063165469 @default.
- W3191702247 date "2021-07-08" @default.
- W3191702247 modified "2023-10-09" @default.
- W3191702247 title "Smart Agri-Farming on Satellite Imageries using Machine Learning" @default.
- W3191702247 cites W2063041750 @default.
- W3191702247 cites W2789911906 @default.
- W3191702247 cites W2987761081 @default.
- W3191702247 doi "https://doi.org/10.1109/icces51350.2021.9489130" @default.
- W3191702247 hasPublicationYear "2021" @default.
- W3191702247 type Work @default.
- W3191702247 sameAs 3191702247 @default.
- W3191702247 citedByCount "0" @default.
- W3191702247 crossrefType "proceedings-article" @default.
- W3191702247 hasAuthorship W3191702247A5010044286 @default.
- W3191702247 hasAuthorship W3191702247A5011682294 @default.
- W3191702247 hasAuthorship W3191702247A5014847819 @default.
- W3191702247 hasAuthorship W3191702247A5032184609 @default.
- W3191702247 hasAuthorship W3191702247A5063165469 @default.
- W3191702247 hasConcept C118518473 @default.
- W3191702247 hasConcept C119857082 @default.
- W3191702247 hasConcept C124101348 @default.
- W3191702247 hasConcept C127413603 @default.
- W3191702247 hasConcept C147176958 @default.
- W3191702247 hasConcept C154945302 @default.
- W3191702247 hasConcept C159078339 @default.
- W3191702247 hasConcept C166957645 @default.
- W3191702247 hasConcept C169258074 @default.
- W3191702247 hasConcept C199360897 @default.
- W3191702247 hasConcept C205649164 @default.
- W3191702247 hasConcept C2777904410 @default.
- W3191702247 hasConcept C41008148 @default.
- W3191702247 hasConcept C4792198 @default.
- W3191702247 hasConcept C62649853 @default.
- W3191702247 hasConcept C95623464 @default.
- W3191702247 hasConceptScore W3191702247C118518473 @default.
- W3191702247 hasConceptScore W3191702247C119857082 @default.
- W3191702247 hasConceptScore W3191702247C124101348 @default.
- W3191702247 hasConceptScore W3191702247C127413603 @default.
- W3191702247 hasConceptScore W3191702247C147176958 @default.
- W3191702247 hasConceptScore W3191702247C154945302 @default.
- W3191702247 hasConceptScore W3191702247C159078339 @default.
- W3191702247 hasConceptScore W3191702247C166957645 @default.
- W3191702247 hasConceptScore W3191702247C169258074 @default.
- W3191702247 hasConceptScore W3191702247C199360897 @default.
- W3191702247 hasConceptScore W3191702247C205649164 @default.
- W3191702247 hasConceptScore W3191702247C2777904410 @default.
- W3191702247 hasConceptScore W3191702247C41008148 @default.
- W3191702247 hasConceptScore W3191702247C4792198 @default.
- W3191702247 hasConceptScore W3191702247C62649853 @default.
- W3191702247 hasConceptScore W3191702247C95623464 @default.
- W3191702247 hasLocation W31917022471 @default.
- W3191702247 hasOpenAccess W3191702247 @default.
- W3191702247 hasPrimaryLocation W31917022471 @default.
- W3191702247 hasRelatedWork W2961085424 @default.
- W3191702247 hasRelatedWork W3116896278 @default.
- W3191702247 hasRelatedWork W4225360065 @default.
- W3191702247 hasRelatedWork W4249229055 @default.
- W3191702247 hasRelatedWork W4282839226 @default.
- W3191702247 hasRelatedWork W4283016678 @default.
- W3191702247 hasRelatedWork W4291701050 @default.
- W3191702247 hasRelatedWork W4320483443 @default.
- W3191702247 hasRelatedWork W4322727400 @default.
- W3191702247 hasRelatedWork W4323021782 @default.
- W3191702247 isParatext "false" @default.
- W3191702247 isRetracted "false" @default.
- W3191702247 magId "3191702247" @default.
- W3191702247 workType "article" @default.