Matches in SemOpenAlex for { <https://semopenalex.org/work/W2896625020> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W2896625020 endingPage "49" @default.
- W2896625020 startingPage "41" @default.
- W2896625020 abstract "Abstract The scarcity of clean water resources around the globe has generated a need for their optimum utilization. Internet of Things (IoT) solutions, based on the application specific sensors’ data acquisition and intelligent processing, are bridging the gaps between the cyber and physical worlds. IoT based smart irrigation management systems can help in achieving optimum water-resource utilization in the precision farming landscape. This paper presents an open-source technology based smart system to predict the irrigation requirements of a field using the sensing of ground parameter like soil moisture, soil temperature, and environmental conditions along with the weather forecast data from the Internet. The sensing nodes, involved in the ground and environmental sensing, consider soil moisture, soil temperature, air temperature, Ultraviolet (UV) light radiation, and relative humidity of the crop field. The intelligence of the proposed system is based on a smart algorithm, which considers sensed data along with the weather forecast parameters like precipitation, air temperature, humidity, and UV for the near future. The complete system has been developed and deployed on a pilot scale, where the sensor node data is wirelessly collected over the cloud using web-services and a web-based information visualization and decision support system provides the real-time information insights based on the analysis of sensors data and weather forecast data. The system has a provision for a closed-loop control of the water supply to realize a fully autonomous irrigation scheme. The paper describes the system and discusses in detail the information processing results of three weeks data based on the proposed algorithm. The system is fully functional and the prediction results are very encouraging." @default.
- W2896625020 created "2018-10-26" @default.
- W2896625020 creator A5009614093 @default.
- W2896625020 creator A5020736704 @default.
- W2896625020 creator A5068319766 @default.
- W2896625020 creator A5082277481 @default.
- W2896625020 date "2018-12-01" @default.
- W2896625020 modified "2023-10-10" @default.
- W2896625020 title "An IoT based smart irrigation management system using Machine learning and open source technologies" @default.
- W2896625020 cites W1503468058 @default.
- W2896625020 cites W1974182808 @default.
- W2896625020 cites W1975940050 @default.
- W2896625020 cites W1986450870 @default.
- W2896625020 cites W2003696872 @default.
- W2896625020 cites W2008056655 @default.
- W2896625020 cites W2019819424 @default.
- W2896625020 cites W2020097894 @default.
- W2896625020 cites W2033135935 @default.
- W2896625020 cites W2036242714 @default.
- W2896625020 cites W2040635959 @default.
- W2896625020 cites W2111619626 @default.
- W2896625020 cites W2123168288 @default.
- W2896625020 cites W2161160262 @default.
- W2896625020 cites W2413037102 @default.
- W2896625020 cites W2596004444 @default.
- W2896625020 cites W2615210519 @default.
- W2896625020 cites W2617732000 @default.
- W2896625020 cites W2784792583 @default.
- W2896625020 doi "https://doi.org/10.1016/j.compag.2018.09.040" @default.
- W2896625020 hasPublicationYear "2018" @default.
- W2896625020 type Work @default.
- W2896625020 sameAs 2896625020 @default.
- W2896625020 citedByCount "308" @default.
- W2896625020 countsByYear W28966250202019 @default.
- W2896625020 countsByYear W28966250202020 @default.
- W2896625020 countsByYear W28966250202021 @default.
- W2896625020 countsByYear W28966250202022 @default.
- W2896625020 countsByYear W28966250202023 @default.
- W2896625020 crossrefType "journal-article" @default.
- W2896625020 hasAuthorship W2896625020A5009614093 @default.
- W2896625020 hasAuthorship W2896625020A5020736704 @default.
- W2896625020 hasAuthorship W2896625020A5068319766 @default.
- W2896625020 hasAuthorship W2896625020A5082277481 @default.
- W2896625020 hasConcept C111919701 @default.
- W2896625020 hasConcept C127413603 @default.
- W2896625020 hasConcept C149635348 @default.
- W2896625020 hasConcept C154945302 @default.
- W2896625020 hasConcept C18903297 @default.
- W2896625020 hasConcept C201995342 @default.
- W2896625020 hasConcept C2777904410 @default.
- W2896625020 hasConcept C3018397939 @default.
- W2896625020 hasConcept C41008148 @default.
- W2896625020 hasConcept C79403827 @default.
- W2896625020 hasConcept C81860439 @default.
- W2896625020 hasConcept C86803240 @default.
- W2896625020 hasConcept C88862950 @default.
- W2896625020 hasConceptScore W2896625020C111919701 @default.
- W2896625020 hasConceptScore W2896625020C127413603 @default.
- W2896625020 hasConceptScore W2896625020C149635348 @default.
- W2896625020 hasConceptScore W2896625020C154945302 @default.
- W2896625020 hasConceptScore W2896625020C18903297 @default.
- W2896625020 hasConceptScore W2896625020C201995342 @default.
- W2896625020 hasConceptScore W2896625020C2777904410 @default.
- W2896625020 hasConceptScore W2896625020C3018397939 @default.
- W2896625020 hasConceptScore W2896625020C41008148 @default.
- W2896625020 hasConceptScore W2896625020C79403827 @default.
- W2896625020 hasConceptScore W2896625020C81860439 @default.
- W2896625020 hasConceptScore W2896625020C86803240 @default.
- W2896625020 hasConceptScore W2896625020C88862950 @default.
- W2896625020 hasLocation W28966250201 @default.
- W2896625020 hasOpenAccess W2896625020 @default.
- W2896625020 hasPrimaryLocation W28966250201 @default.
- W2896625020 hasRelatedWork W2751166006 @default.
- W2896625020 hasRelatedWork W2773656420 @default.
- W2896625020 hasRelatedWork W2800331689 @default.
- W2896625020 hasRelatedWork W2807530277 @default.
- W2896625020 hasRelatedWork W2899084033 @default.
- W2896625020 hasRelatedWork W2970262160 @default.
- W2896625020 hasRelatedWork W2970349623 @default.
- W2896625020 hasRelatedWork W2999409033 @default.
- W2896625020 hasRelatedWork W3017209816 @default.
- W2896625020 hasRelatedWork W3027691494 @default.
- W2896625020 hasVolume "155" @default.
- W2896625020 isParatext "false" @default.
- W2896625020 isRetracted "false" @default.
- W2896625020 magId "2896625020" @default.
- W2896625020 workType "article" @default.