158 | | |
159 | | |
| 158 | |
| 159 | The setting of `locweight` influences the weight function for the localization. The choices are standardized as follows |
| 160 | |
| 161 | ||= '''locweight''' =||= '''0''' =||= '''1''' =||= '''2''' =||= '''3''' =||= '''4''' =|| |
| 162 | ||= '''function''' =|| unit weight || exponential |||||||| 5-th order polynomial || |
| 163 | ||= '''regulation''' =|| - || - || - || regulation using[[BR]]mean variance || regulation using variance[[BR]]of single observation point || |
| 164 | ||= '''cradius''' =|||||||||||| weight=0 if distance > cradius || |
| 165 | ||= '''sradius''' =|| no impact || weight = exp(-d / sradius) |||||||| weight = 0 if d >= sradius[[BR]] else[[BR]] weight = f(sradius, distance) || |
| 166 | |
| 167 | Here, 'regulation' refers to the regulated localization introduced in Nerger, L., Janjić, T., Schröter, J., Hiller, W. (2012). A regulated localization scheme for ensemble-based Kalman filters. Quarterly Journal of the Royal Meteorological Society, 138, 802-812. [https://doi.org/10.1002/qj.945 doi:10.1002/qj.945]. |