A generic framework for evaluating hybrid models by reuse and composition e A case study on soil temperature simulation (Articolo in rivista)

Type

• Articolo in rivista (Classe)
• Prodotto della ricerca (Classe)

Label

• A generic framework for evaluating hybrid models by reuse and composition e A case study on soil temperature simulation (Articolo in rivista) (literal)

Anno

• 2014-01-01T00:00:00+01:00 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#doi

• 10.1016/j.envsoft.2014.04.011 (literal)

Alternative label

• M. Donatelli (a), S. Bregaglio (b), R. Confalonieri (b), R. De Mascellis (c), M. Acutis (b) (2014)
  A generic framework for evaluating hybrid models by reuse and composition e A case study on soil temperature simulation
  in Environmental modelling & software
  (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori

• M. Donatelli (a), S. Bregaglio (b), R. Confalonieri (b), R. De Mascellis (c), M. Acutis (b) (literal)

Pagina inizio

• 478 (literal)

Pagina fine

• 486 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#altreInformazioni

• disponibile online dal 13 maggio 2014 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume

• 62 (literal)

Rivista

• Environmental modelling & software (Rivista)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni

• (a) Consiglio per la Ricerca e la sperimentazione in Agricoltura, Centro di ricerca per le colture industriali (CRA-CIN) (b) Università degli Studi di Milano, Department of Agricultural and Environmental Sciences e Production, Landscape, and Agroenergy (literal)

Titolo

• A generic framework for evaluating hybrid models by reuse and composition e A case study on soil temperature simulation (literal)

Abstract

• We evaluate modelling solutions built composing different modelling approaches. Modelling of soil temperature was the case study, evaluating modelling solutions against a multi-year, multi-location database of field recorded data. Widely used simulation packages were re-implemented using advanced techniques, and nine new modelling solutions were built hybridizing across the original ones. Multi- metric indices were developed for modelling solution evaluation. The hybrid solution implementing the Parton's approach (surface temperature) and the SWAT (tem- perature along the soil profile) led to the best compromise between agreement and robustness under the explored conditions. Differently, choices of soil water redistribution models caused a modest variability with respect to the simulation of soil temperature. The methodology presented allows providing clear indications about model choice and should be considered useful practice in model development. The model libraries used to run the analysis are freely available for download, and they allow for further extension of the composition exercise. (literal)

Prodotto di

• Institute for Agricultural and Forest Systems in the Mediterranean (ISAFoM) (Istituto)

Autore CNR

• ROBERTO DE MASCELLIS (Unità di personale interno)

Insieme di parole chiave

• Keywords of "A generic framework for evaluating hybrid models by reuse and composition e A case study on soil temperature simulation" (Insieme di parole chiave)

Incoming links:

Prodotto

• Institute for Agricultural and Forest Systems in the Mediterranean (ISAFoM) (Istituto)

Autore CNR di

• ROBERTO DE MASCELLIS (Unità di personale interno)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#rivistaDi

• Environmental modelling & software (Rivista)

Insieme di parole chiave di

• Keywords of "A generic framework for evaluating hybrid models by reuse and composition e A case study on soil temperature simulation" (Insieme di parole chiave)