Revision eee51059
Added by Benoit Parmentier about 11 years ago
| climate/research/oregon/interpolation/master_script_temp.R | ||
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#STAGE 5: Output analyses: assessment of results for specific dates... |
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# |
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#AUTHOR: Benoit Parmentier |
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#DATE: 11/05/2013
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#DATE: 11/06/2013
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#PROJECT: NCEAS INPLANT: Environment and Organisms --TASK#363, TASK$568-- |
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var<-"TMAX" # variable being interpolated |
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#out_prefix<-"_365d_gam_cai_lst_comb3_10102013" #User defined output prefix |
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out_prefix<-"_365d_gwr_fss_lst_comb5_11052013" #User defined output prefix
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out_prefix<-"_365d_gam_fss_lst_comb5_11062013" #User defined output prefix
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out_suffix<-"_OR_11052013" #Regional suffix
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out_suffix<-"_OR_11062013" #Regional suffix
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out_suffix_modis <-"_05302013" #pattern to find tiles produced previously |
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#interpolation_method<-c("gam_fusion","gam_CAI","gam_daily") #other otpions to be added later
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#interpolation_method<-c("gam_CAI") #other otpions to be added later
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#interpolation_method<-c("gam_fusion") #other otpions to be added later
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interpolation_method<-c("gam_fusion") #other otpions to be added later
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#interpolation_method<-c("kriging_fusion") #other otpions to be added later
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interpolation_method<-c("gwr_fusion") #other otpions to be added later
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#interpolation_method<-c("gwr_fusion") #other otpions to be added later
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#interpolation_method<-c("gwr_CAI") #other otpions to be added later
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#interpolation_method<-c("kriging_CAI")
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#LC1: Evergreen/deciduous needleleaf trees |
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#Combination 5: for paper multi-timescale paper |
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#list_models<-c("y_var ~ s(lat,lon)",
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# "y_var ~ s(lat,lon) + s(LST)",
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# "y_var ~ s(lat,lon) + s(elev_s)",
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# "y_var ~ s(lat,lon) + s(elev_s) + s(N_w,E_w)",
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# "y_var ~ s(lat,lon) + s(elev_s) + s(DISTOC)",
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# "y_var ~ s(lat,lon) + s(elev_s) + s(LST)",
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# "y_var ~ s(lat,lon) + s(elev_s) + s(LST) + ti(LST,LC1)")
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list_models<-c("y_var ~ s(lat,lon)",
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"y_var ~ s(lat,lon) + s(LST)", |
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"y_var ~ s(lat,lon) + s(elev_s)", |
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"y_var ~ s(lat,lon) + s(elev_s) + s(N_w,E_w)", |
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"y_var ~ s(lat,lon) + s(elev_s) + s(DISTOC)", |
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"y_var ~ s(lat,lon) + s(elev_s) + s(LST)", |
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"y_var ~ s(lat,lon) + s(elev_s) + s(LST) + ti(LST,LC1)") |
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#Combination 5: for paper multi-timescale paper |
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list_models<-c("y_var ~ lat*lon",
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"y_var ~ lat*lon + LST", |
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"y_var ~ lat*lon + elev_s", |
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"y_var ~ lat*lon + elev_s + N_w*E_w", |
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"y_var ~ lat*lon + elev_s + DISTOC", |
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"y_var ~ lat*lon + elev_s + LST", |
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"y_var ~ lat*lon + elev_s + LST + I(LST*LC1)") |
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#list_models<-c("y_var ~ lat*lon",
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# "y_var ~ lat*lon + LST",
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# "y_var ~ lat*lon + elev_s",
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# "y_var ~ lat*lon + elev_s + N_w*E_w",
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# "y_var ~ lat*lon + elev_s + DISTOC",
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# "y_var ~ lat*lon + elev_s + LST",
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# "y_var ~ lat*lon + elev_s + LST + I(LST*LC1)")
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#Combination 3: for paper baseline=s(lat,lon)+s(elev) |
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#list_models<-c("y_var ~ s(lat,lon) + s(elev_s)",
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Also available in: Unified diff
running gam fss OR 2010 temp with combination 5 for multi timescale methods