GWL times

Author: Liza Malinina

esmvaltool/diag_scripts/shared/plot/styles_python/matplotlib/malinina24.mplstyle

@@ -33,7 +33,7 @@ legend.frameon : False
 legend.fancybox : False
 
 # Figure
-figure.dpi : 200
+figure.dpi : 300
 figure.titlesize: 13
 figure.titleweight : bold
 figure.autolayout: True

esmvaltool/recipes/eccc_extremes/recipe_can_extremes_map.yml

@@ -3,15 +3,15 @@
 ---
 documentation:
 
-  title: GEVs 2021 BC heatwave
+  title: TXx model evaluation
 
-  description: This is a recipe for analysing 2021 BC heat wave.
+  description: This is a recipe for do TXx variability model evaluation.
 
   authors:
     - malinina_elizaveta
 
 preprocessors:
-  preproc_tnn_map:
+  preproc_txx_map:
     custom_order: True
     regrid:
       target_grid: 0.5x0.5
@@ -23,97 +23,88 @@ preprocessors:
       end_longitude: 335
       start_latitude: 35
       end_latitude: 80     
-    seasonal_statistics:
-      seasons: [SONDJFMAMJ, JA]
-      operator: min
     annual_statistics:
-      operator: min
-    anomalies:
-      period: full
-      reference:
-        start_year: 1981
-        start_month: 1
-        start_day: 1
-        end_year: 2010
-        end_month: 12
-        end_day: 31
+      operator: max
+    detrend:
+      dimension: time
+      method: linear
     climate_statistics: 
       operator: std_dev
       period: full 
 
 
 datasets_cmip: &datasets_cmip
-  - {dataset: ACCESS-CM2, institute: CSIRO-ARCCSS, ensemble: r(1:10)i1p1f1, grid: gn}
-  - {dataset: ACCESS-ESM1-5, institute: CSIRO, ensemble: r(1:40)i1p1f1, grid: gn}
-  - {dataset: AWI-CM-1-1-MR, institute: AWI, ensemble: r1i1p1f1, grid: gn}
-  - {dataset: BCC-CSM2-MR, institute: BCC, ensemble: r1i1p1f1, grid: gn}
-  - {dataset: CanESM5, institute: CCCma, ensemble: r(1:25)i1p1f1, grid: gn}
-  - {dataset: CanESM5, institute: CCCma, ensemble: r(1:25)i1p2f1, grid: gn}
-  - {dataset: CanESM5-1, institute: CCCma, ensemble: r1i1p(1:2)f1, grid: gn}
-  - {dataset: CNRM-CM6-1, ensemble: r1i1p1f2, grid: gr}
-  - {dataset: CNRM-ESM2-1, ensemble: r1i1p1f2, grid: gr}
-  - {dataset: CMCC-ESM2, ensemble: r1i1p1f1, grid: gn}
-  - {dataset: EC-Earth3, ensemble: r1i1p1f1, grid: gr}
-  - {dataset: EC-Earth3, ensemble: r4i1p1f1, grid: gr}
-  - {dataset: EC-Earth3, ensemble: r(6:7)i1p1f1, grid: gr}
-  - {dataset: EC-Earth3, ensemble: r(9:10)i1p1f1, grid: gr}
-  - {dataset: EC-Earth3-Veg, ensemble: r1i1p1f1, grid: gr}
-  - {dataset: EC-Earth3-Veg, ensemble: r3i1p1f1, grid: gr}
-  - {dataset: EC-Earth3-Veg, ensemble: r5i1p1f1, grid: gr}
-  - {dataset: EC-Earth3-Veg-LR, ensemble: r(1:3)i1p1f1, grid: gr}
-  - {dataset: FGOALS-g3, institute: CAS, ensemble: r1i1p1f1, grid: gn}
-  - {dataset: FGOALS-g3, institute: CAS, ensemble: r3i1p1f1, grid: gn}
-  - {dataset: GFDL-ESM4, institute: NOAA-GFDL, ensemble: r1i1p1f1, grid: gr1}
-  - {dataset: GFDL-CM4, institute: NOAA-GFDL, ensemble: r1i1p1f1, grid: gr1}
-  - {dataset: HadGEM3-GC31-LL, institution: MOHC, ensemble: r(1:5)i1p1f3, grid: gn} 
-  - {dataset: INM-CM4-8, institute: INM, ensemble: r1i1p1f1, grid: gr1}
-  - {dataset: INM-CM5-0, institute: INM, ensemble: r1i1p1f1, grid: gr1}
-  - {dataset: IPSL-CM6A-LR, institute: IPSL, ensemble: r(1:6)i1p1f1, grid: gr}
-  - {dataset: IPSL-CM6A-LR, institute: IPSL, ensemble: r(10:11)i1p1f1, grid: gr}
-  - {dataset: IPSL-CM6A-LR, institute: IPSL, ensemble: r14i1p1f1, grid: gr}
-  - {dataset: IPSL-CM6A-LR, institute: IPSL, ensemble: r22i1p1f1, grid: gr}
-  - {dataset: IPSL-CM6A-LR, institute: IPSL, ensemble: r25i1p1f1, grid: gr}
-  - {dataset: KACE-1-0-G, ensemble: r(1:3)i1p1f1, grid: gr}
-  - {dataset: MIROC6, institute: MIROC, ensemble: r(1:50)i1p1f1, grid: gn}
-  - {dataset: MIROC-ES2L, institute: MIROC, ensemble: r1i1p1f2, grid: gn}
-  - {dataset: MPI-ESM1-2-LR, institute: MPI-M, ensemble: r(1:49)i1p1f1, grid: gn} 
-  - {dataset: MPI-ESM1-2-HR, ensemble: r(1:2)i1p1f1, grid: gn} 
-  - {dataset: MRI-ESM2-0, institute: MRI, ensemble: r(1:5)i1p1f1, grid: gn}
-  - {dataset: NESM3, ensemble: r1i1p1f1, grid: gn}
-  - {dataset: NorESM2-LM, institute: NCC, ensemble: r(2:3)i1p1f1, grid: gn}
-  - {dataset: NorESM2-MM, institute: NCC, ensemble: r(1:2)i1p1f1, grid: gn}
-  - {dataset: TaiESM1, institute: AS-RCEC, ensemble: r1i1p1f1, grid: gn}  
-  - {dataset: UKESM1-0-LL, ensemble: r(1:4)i1p1f2, grid: gn}  
-  - {dataset: UKESM1-0-LL, ensemble: r(9:12)i1p1f2, grid: gn}  
-  - {dataset: UKESM1-0-LL, ensemble: r(16:19)i1p1f2, grid: gn}  
+  - {dataset: ACCESS-CM2, institute: CSIRO-ARCCSS, ensemble: r(1:10)i1p1f1, grid: gn, start_year: 1957, end_year: 2032, exp: [historical, ssp245]}
+  - {dataset: ACCESS-ESM1-5, institute: CSIRO, ensemble: r(1:40)i1p1f1, grid: gn, start_year: 1960, end_year: 2035, exp: [historical, ssp245]}
+  - {dataset: AWI-CM-1-1-MR, institute: AWI, ensemble: r1i1p1f1, grid: gn, start_year: 1940, end_year: 2015, exp: [historical, ssp245]}
+  - {dataset: BCC-CSM2-MR, institute: BCC, ensemble: r1i1p1f1, grid: gn, start_year: 1960, end_year: 2035, exp: [historical, ssp245]}
+  - {dataset: CanESM5, institute: CCCma, ensemble: r(1:25)i1p1f1, grid: gn, start_year: 1937, end_year: 2012, exp: historical}
+  - {dataset: CanESM5, institute: CCCma, ensemble: r(1:25)i1p2f1, grid: gn, start_year: 1937, end_year: 2012, exp: historical}
+  - {dataset: CanESM5-1, institute: CCCma, ensemble: r1i1p(1:2)f1, grid: gn, start_year: 1939, end_year: 2014, exp: historical}
+  - {dataset: CNRM-CM6-1, ensemble: r1i1p1f2, grid: gr, start_year: 1953, end_year: 2028, exp: [historical, ssp245]}
+  - {dataset: CNRM-ESM2-1, ensemble: r1i1p1f2, grid: gr, start_year: 1960, end_year: 2035, exp: [historical, ssp245]}
+  - {dataset: CMCC-ESM2, ensemble: r1i1p1f1, grid: gn, start_year: 1941, end_year: 2016, exp: [historical, ssp245]}
+  - {dataset: EC-Earth3, ensemble: r(1:2)i1p1f1, grid: gr, start_year: 1943, end_year: 2018, exp: [historical, ssp245]}
+  - {dataset: EC-Earth3, ensemble: r(4:7)i1p1f1, grid: gr, start_year: 1943, end_year: 2018, exp: [historical, ssp245]}
+  - {dataset: EC-Earth3, ensemble: r(9:10)i1p1f1, grid: gr, start_year: 1943, end_year: 2018, exp: [historical, ssp245]}
+  - {dataset: EC-Earth3, ensemble: r14i1p1f1, grid: gr, start_year: 1943, end_year: 2018, exp: [historical, ssp245]}
+  - {dataset: EC-Earth3, ensemble: r16i1p1f1, grid: gr, start_year: 1943, end_year: 2018, exp: [historical, ssp245]}
+  - {dataset: EC-Earth3, ensemble: r(18:19)i1p1f1, grid: gr, start_year: 1943, end_year: 2018, exp: [historical, ssp245]}
+  - {dataset: EC-Earth3, ensemble: r(21:25)i1p1f1, grid: gr, start_year: 1943, end_year: 2018, exp: [historical, ssp245]}
+  - {dataset: EC-Earth3-CC, ensemble: r1i1p1f1, grid: gr, start_year: 1946, end_year: 2021, exp: [historical, ssp245]}
+  - {dataset: EC-Earth3-CC, ensemble: r4i1p1f1, grid: gr, start_year: 1946, end_year: 2021, exp: [historical, ssp245]}
+  - {dataset: EC-Earth3-CC, ensemble: r(6:11)i1p1f1, grid: gr, start_year: 1946, end_year: 2021, exp: [historical, ssp245]}
+  - {dataset: EC-Earth3-CC, ensemble: r13i1p1f1, grid: gr, start_year: 1946, end_year: 2021, exp: [historical, ssp245]}
+  - {dataset: EC-Earth3-Veg, ensemble: r1i1p1f1, grid: gr, start_year: 1930, end_year: 2005, exp: historical}
+  - {dataset: EC-Earth3-Veg, ensemble: r(4:6)i1p1f1, grid: gr, start_year: 1930, end_year: 2005, exp: historical}
+  - {dataset: EC-Earth3-Veg, ensemble: r12i1p1f1, grid: gr, start_year: 1930, end_year: 2005, exp: historical}
+  - {dataset: EC-Earth3-Veg, ensemble: r14i1p1f1, grid: gr, start_year: 1930, end_year: 2005, exp: historical}
+  - {dataset: EC-Earth3-Veg-LR, ensemble: r(1:3)i1p1f1, grid: gr, start_year: 1951, end_year: 2026, exp: [historical, ssp245]}
+  - {dataset: FGOALS-g3, institute: CAS, ensemble: r1i1p1f1, grid: gn, start_year: 1941, end_year: 2016, exp: [historical, ssp245]}
+  - {dataset: FGOALS-g3, institute: CAS, ensemble: r(3:4)i1p1f1, grid: gn, start_year: 1941, end_year: 2016, exp: [historical, ssp245]}
+  - {dataset: GFDL-ESM4, institute: NOAA-GFDL, ensemble: r1i1p1f1, grid: gr1, start_year: 1962, end_year: 2037, exp: [historical, ssp245]}
+  - {dataset: INM-CM4-8, institute: INM, ensemble: r1i1p1f1, grid: gr1, start_year: 1949, end_year: 2024, exp: [historical, ssp245]}
+  - {dataset: INM-CM5-0, institute: INM, ensemble: r1i1p1f1, grid: gr1, start_year: 1953, end_year: 2028, exp: [historical, ssp245]}
+  - {dataset: IPSL-CM6A-LR, institute: IPSL, ensemble: r(1:6)i1p1f1, grid: gr, start_year: 1938, end_year: 2013, exp: historical}
+  - {dataset: IPSL-CM6A-LR, institute: IPSL, ensemble: r(10:11)i1p1f1, grid: gr, start_year: 1938, end_year: 2013, exp: historical}
+  - {dataset: IPSL-CM6A-LR, institute: IPSL, ensemble: r14i1p1f1, grid: gr, start_year: 1938, end_year: 2013, exp: historical}
+  - {dataset: IPSL-CM6A-LR, institute: IPSL, ensemble: r22i1p1f1, grid: gr, start_year: 1938, end_year: 2013, exp: historical}
+  - {dataset: IPSL-CM6A-LR, institute: IPSL, ensemble: r25i1p1f1, grid: gr, start_year: 1938, end_year: 2013, exp: historical}
+  - {dataset: MIROC6, institute: MIROC, ensemble: r(1:50)i1p1f1, grid: gn, start_year: 1963, end_year: 2038, exp: [historical, ssp245]}
+  - {dataset: MIROC-ES2L, institute: MIROC, ensemble: r(1:30)i1p1f2, grid: gn, start_year: 1961, end_year: 2036, exp: [historical, ssp245]}
+  - {dataset: MPI-ESM1-2-LR, institute: MPI-M, ensemble: r(1:50)i1p1f1, grid: gn, start_year: 1945, end_year: 2020, exp: [historical, ssp245]} 
+  - {dataset: MPI-ESM1-2-HR, ensemble: r(1:2)i1p1f1, grid: gn, start_year: 1946, end_year: 2021, exp: [historical, ssp245]} 
+  - {dataset: MRI-ESM2-0, institute: MRI, ensemble: r(1:5)i1p1f1, grid: gn, start_year: 1956, end_year: 2031, exp: [historical, ssp245]}
+  - {dataset: NESM3, ensemble: r1i1p1f1, grid: gn, start_year: 1950, end_year: 2025, exp: [historical, ssp245]}
+  - {dataset: NorESM2-LM, institute: NCC, ensemble: r(2:3)i1p1f1, grid: gn, start_year: 1976, end_year: 2051, exp: [historical, ssp245]}
+  - {dataset: NorESM2-MM, institute: NCC, ensemble: r2i1p1f1, grid: gn, start_year: 1966, end_year: 2041, exp: [historical, ssp245]}
+  - {dataset: TaiESM1, institute: AS-RCEC, ensemble: r1i1p1f1, grid: gn, start_year: 1966, end_year: 2041, exp: [historical, ssp245]}  
 
 dataset_era: &dataset_era
-  - {dataset: ERA5, project: OBS6, type: reanaly, version: v1, tier: 3}
+  - {dataset: ERA5, project: OBS6, type: reanaly, version: v1, tier: 3, start_year: 1948, end_year: 2024}
 
 diagnostics:
   analytics:
     description: Figure for BC extremes
     variables:
       txx_all:
-        short_name: tasmin
-        exp: [historical, ssp245]
-        timerange: '19410901/20230630'
+        short_name: tasmax
         mip: day
         project: CMIP6
-        preprocessor: preproc_tnn_map
+        preprocessor: preproc_txx_map
         additional_datasets: *datasets_cmip
       obs:
-        short_name: tasmin
-        timerange: '19410901/20230630'
+        short_name: tasmax
         mip: day
-        preprocessor: preproc_tnn_map 
+        preprocessor: preproc_txx_map 
         additional_datasets: *dataset_era     
     scripts:
       analytics:
-        script: eccc_extremes/extreme_temperature_map.py
+        script: eccc_extremes/extreme_temperature_shape.py
         mpl_style: malinina24
+        shapefile: /space/hall6/sitestore/eccc/crd/ccrn/users/emr001/rapid_aux_data/Stone_regions_WRAF05_v4_1_Canada.shp
         cbar_label: standard deviation
         cbar_units: C
         cbar_positive: True
         ratio: True
-        title_var_label: Standard deviation in TNn anomalies
+        title_var_label: St. dev. in TXx(d) for 77 years