Matches in SemOpenAlex for { <https://semopenalex.org/work/W4322006593> ?p ?o ?g. }
Showing items 1 to 70 of
70
with 100 items per page.
- W4322006593 abstract "In the framework of the On Demand Services For Smart Agriculture (OD4SA) project, funded by PO FESR 2014-2020 from Regione Basilicata, Italy, a weather forecast service has been developed, for applications in smart agriculture and precision farming. It is based on the Weather Research and Forecasting (WRF) model and provides a daily 96-hour forecast of temperature and water vapor at 2 m altitude, wind speed and direction at 10 m altitude, atmospheric pressure, solar irradiance, and 1-hour accumulated rainfall, for the Southern Italy. Although encouraging advances in microscale modeling have been achieved in the last decade, the computational costs imposed by the state of the art do not allow for continuous operational forecasting at the sub-kilometer scale, useful for precision farming, especially in southern Italy that is characterized by a complex orography. To overcome this limit, an algorithm based on some Artificial Neural Networks (ANNs) has been developed, by using the WRF Large Eddy Simulation (LES) to build the training database at 240 m spatial resolution. Particular attention was paid to the analysis of the true spatial resolution of the WRF-LES outputs, to the definition of the ANNs topology and to the input selection, from over 250 inputs more than half has been discarded. The preliminary results show RMSE equal on average to 70% of those obtained by using the most common spatial interpolation methods." @default.
- W4322006593 created "2023-02-26" @default.
- W4322006593 creator A5010509577 @default.
- W4322006593 creator A5024854522 @default.
- W4322006593 creator A5043286559 @default.
- W4322006593 creator A5057115921 @default.
- W4322006593 creator A5083469177 @default.
- W4322006593 creator A5084102486 @default.
- W4322006593 date "2023-05-15" @default.
- W4322006593 modified "2023-09-26" @default.
- W4322006593 title "Weather forecast downscaling for applications in smart agriculture" @default.
- W4322006593 doi "https://doi.org/10.5194/egusphere-egu23-7214" @default.
- W4322006593 hasPublicationYear "2023" @default.
- W4322006593 type Work @default.
- W4322006593 citedByCount "0" @default.
- W4322006593 crossrefType "posted-content" @default.
- W4322006593 hasAuthorship W4322006593A5010509577 @default.
- W4322006593 hasAuthorship W4322006593A5024854522 @default.
- W4322006593 hasAuthorship W4322006593A5043286559 @default.
- W4322006593 hasAuthorship W4322006593A5057115921 @default.
- W4322006593 hasAuthorship W4322006593A5083469177 @default.
- W4322006593 hasAuthorship W4322006593A5084102486 @default.
- W4322006593 hasConcept C104114177 @default.
- W4322006593 hasConcept C107054158 @default.
- W4322006593 hasConcept C133204551 @default.
- W4322006593 hasConcept C137800194 @default.
- W4322006593 hasConcept C153294291 @default.
- W4322006593 hasConcept C154945302 @default.
- W4322006593 hasConcept C161067210 @default.
- W4322006593 hasConcept C194507410 @default.
- W4322006593 hasConcept C205649164 @default.
- W4322006593 hasConcept C21001229 @default.
- W4322006593 hasConcept C2524010 @default.
- W4322006593 hasConcept C33923547 @default.
- W4322006593 hasConcept C39432304 @default.
- W4322006593 hasConcept C41008148 @default.
- W4322006593 hasConcept C41156917 @default.
- W4322006593 hasConcept C6350597 @default.
- W4322006593 hasConceptScore W4322006593C104114177 @default.
- W4322006593 hasConceptScore W4322006593C107054158 @default.
- W4322006593 hasConceptScore W4322006593C133204551 @default.
- W4322006593 hasConceptScore W4322006593C137800194 @default.
- W4322006593 hasConceptScore W4322006593C153294291 @default.
- W4322006593 hasConceptScore W4322006593C154945302 @default.
- W4322006593 hasConceptScore W4322006593C161067210 @default.
- W4322006593 hasConceptScore W4322006593C194507410 @default.
- W4322006593 hasConceptScore W4322006593C205649164 @default.
- W4322006593 hasConceptScore W4322006593C21001229 @default.
- W4322006593 hasConceptScore W4322006593C2524010 @default.
- W4322006593 hasConceptScore W4322006593C33923547 @default.
- W4322006593 hasConceptScore W4322006593C39432304 @default.
- W4322006593 hasConceptScore W4322006593C41008148 @default.
- W4322006593 hasConceptScore W4322006593C41156917 @default.
- W4322006593 hasConceptScore W4322006593C6350597 @default.
- W4322006593 hasLocation W43220065931 @default.
- W4322006593 hasOpenAccess W4322006593 @default.
- W4322006593 hasPrimaryLocation W43220065931 @default.
- W4322006593 hasRelatedWork W1421672680 @default.
- W4322006593 hasRelatedWork W2390706199 @default.
- W4322006593 hasRelatedWork W2794576135 @default.
- W4322006593 hasRelatedWork W2808250891 @default.
- W4322006593 hasRelatedWork W2936058442 @default.
- W4322006593 hasRelatedWork W2960187750 @default.
- W4322006593 hasRelatedWork W3081531529 @default.
- W4322006593 hasRelatedWork W3139345131 @default.
- W4322006593 hasRelatedWork W3195527508 @default.
- W4322006593 hasRelatedWork W4309493447 @default.
- W4322006593 isParatext "false" @default.
- W4322006593 isRetracted "false" @default.
- W4322006593 workType "article" @default.