Bioclimatological mapping tackling uncertainty propagation: application to mainland Portugal

作者: T. Monteiro-Henriques , M. J. Martins , J. O. Cerdeira , P. Silva , P. Arsénio

DOI: 10.1002/JOC.4357

关键词: Map algebraTaylor seriesAir temperatureRoot mean squareBioclimatologyPropagation of uncertaintyMean squared errorMean absolute errorMathematicsStatistics

摘要: We present a bioclimatological diagnosis of mainland Portugal, namely the thermotype and ombrotype maps following Rivas-Martinez's worldwide bioclimatic classification system. In order to obtain this diagnosis, we produced indices using, as base data, geostatistical interpolations air temperature precipitation. performed uncertainty propagation obtaining measures for maps: mean absolute errors root squared errors. For non-linear indices, besides usual approximation using Taylor expansion, devised error formulae, which showed that propagated uncertainties are upper bounds on true measures. compared obtained those reported previously published work, used different methodological framework same diagnosis. Although approach here implies great number subsequent calculation steps, it permitted use large amount data relative An F-test estimated ombrothermic were significantly lower than by former framework.

参考文章(29)
Arnaud JAM Temme, GBM Heuvelink, Jeroen Machiel Schoorl, Lieven Claessens, None, Geostatistical simulation and error propagation in geomorphometry Geomorphometry: Concepts, Software, Applications. pp. 121- 140 ,(2009)
Inocencio Font Tullot, Climatología de España y Portugal ,(1983)
Inocencio Font Tullot, Climatología de España y Portugal : nueva versión Ediciones Universidad de Salamanca. ,(2000)
A. Veloz Ramírez, E. Cano, J. Alatorre Cobos, A. Cano Ortiz, Sara del Río, Bioclimatic map of the Dominican Republic Società italiana delle scienze veterinarie. ,(2012)
A.J.A.M. Temme, G.B.M. Heuvelink, J.M. Schoorl, L. Claessens, Chapter 5 Geostatistical Simulation and Error Propagation in Geomorphometry Developments in soil science. ,vol. 33, pp. 121- 140 ,(2009) , 10.1016/S0166-2481(08)00005-6
Jorge Capelo, Tiago Monteiro-Henriques, Carlos Neto, Mário Lousã, Miguel Sequeira, João Honrado, José Carlos Costa, Carlos Pinto-Gomes, Espírito Santo, Carlos Aguiar, Vascular plant communities in Portugal (Continental, the Azores and Madeira) Global Geobotany. ,vol. 2, pp. 1- 180 ,(2012)
Michael F. Goodchild, Jingxiong Zhang, Uncertainty in geographical information ,(2002)
Miquel Ninyerola, Xavier Pons, Joan M. Roure, Objective air temperature mapping for the Iberian Peninsula using spatial interpolation and GIS International Journal of Climatology. ,vol. 27, pp. 1231- 1242 ,(2007) , 10.1002/JOC.1462
Rosario G. Gavilán, The use of climatic parameters and indices in vegetation distribution. A case study in the Spanish Sistema Central International Journal of Biometeorology. ,vol. 50, pp. 111- 120 ,(2005) , 10.1007/S00484-005-0271-5