TY - GEN
T1 - A DBM model for snowmelt simulation
AU - Castelletti, Andrea
AU - Pianosi, Francesca
AU - Soncini-Sessa, Rodolfo
AU - Young, Peter C.
PY - 2009
Y1 - 2009
N2 - An inflow prediction model is developed to compute flow from temperature records, taking into consideration snow-melt contribution to the flow using a Data-Based Mechanistic (DBM) modeling approach. DBM is used in order to keep at a minimum all the a-priori assumptions on the physical mechanism driving the flow formation process and to provide an a-posteriori meaningful interpretation of the model structure. A simulation version of the model is also identified based on such interpretation. The two models have been applied on the Jakulsa river basin, Iceland.
AB - An inflow prediction model is developed to compute flow from temperature records, taking into consideration snow-melt contribution to the flow using a Data-Based Mechanistic (DBM) modeling approach. DBM is used in order to keep at a minimum all the a-priori assumptions on the physical mechanism driving the flow formation process and to provide an a-posteriori meaningful interpretation of the model structure. A simulation version of the model is also identified based on such interpretation. The two models have been applied on the Jakulsa river basin, Iceland.
KW - Data-based mechanistic modeling
KW - Hydrological modeling
KW - Non-linear models
UR - http://www.scopus.com/inward/record.url?scp=80051612429&partnerID=8YFLogxK
U2 - 10.3182/20090706-3-FR-2004.0167
DO - 10.3182/20090706-3-FR-2004.0167
M3 - Conference contribution
SN - 9783902661470
T3 - IFAC Proceedings Volumes (IFAC-PapersOnline)
SP - 1756
EP - 1761
BT - 15th Symposium on System Identification, SYSID 2009 - Preprints
T2 - 15th IFAC Symposium on System Identification, SYSID 2009
Y2 - 6 July 2009 through 8 July 2009
ER -