Add intertidal slope option to TWL forecasts

Makefile

@@ -53,7 +53,7 @@ pull-data: ##@data Copies data from data backup directory to ./data/
 # Command for activating our virtual environment and calling the CLI entry point
 PYTHON_CLI = activate ./.venv && python ./src/cli.py
 
-impacts: ./data/interim/impacts_forecasted_foreshore_slope_sto06.csv ./data/interim/impacts_forecasted_mean_slope_sto06.csv ./data/interim/impacts_observed.csv ##@products makes obsered and forecasted impacts
+impacts: ./data/interim/impacts_forecasted_foreshore_slope_sto06.csv ./data/interim/impacts_forecasted_premean_slope_sto06.csv ./data/interim/impacts_observed.csv ##@products makes obsered and forecasted impacts
 
 
 ### Parses raw matfiles
@@ -94,6 +94,24 @@ impacts: ./data/interim/impacts_forecasted_foreshore_slope_sto06.csv ./data/inte
 
 ### TWLs
 
+twls: ./data/interim/twl_foreshore_slope_sto06.csv
+twls: ./data/interim/twl_premean_slope_sto06.csv
+twls: ./data/interim/twl_premean_slope_hol86.csv
+twls: ./data/interim/twl_premean_slope_nie91.csv
+twls: ./data/interim/twl_premean_slope_pow18.csv
+twls: ./data/interim/twl_postmean_slope_sto06.csv
+twls: ./data/interim/twl_postmean_slope_hol86.csv
+twls: ./data/interim/twl_postmean_slope_nie91.csv
+twls: ./data/interim/twl_postmean_slope_pow18.csv
+twls: ./data/interim/twl_preintertidal_slope_sto06.csv
+twls: ./data/interim/twl_preintertidal_slope_hol86.csv
+twls: ./data/interim/twl_preintertidal_slope_nie91.csv
+twls: ./data/interim/twl_preintertidal_slope_pow18.csv
+twls: ./data/interim/twl_postintertidal_slope_sto06.csv
+twls: ./data/interim/twl_postintertidal_slope_hol86.csv
+twls: ./data/interim/twl_postintertidal_slope_nie91.csv
+twls: ./data/interim/twl_postintertidal_slope_pow18.csv
+
 ./data/interim/twl_foreshore_slope_sto06.csv: ./data/interim/waves.csv ./data/interim/tides.csv ./data/interim/profiles.csv ./data/interim/sites.csv ./data/interim/profile_features_crest_toes.csv
 	$(PYTHON_CLI) create-twl-forecast \
 	--waves-csv "./data/interim/waves.csv" \
@@ -106,7 +124,7 @@ impacts: ./data/interim/impacts_forecasted_foreshore_slope_sto06.csv ./data/inte
 	--profile-type "prestorm" \
 	--output-file "./data/interim/twl_foreshore_slope_sto06.csv"
 
-./data/interim/twl_mean_slope_sto06.csv: ./data/interim/waves.csv ./data/interim/tides.csv ./data/interim/profiles.csv ./data/interim/sites.csv ./data/interim/profile_features_crest_toes.csv
+./data/interim/twl_premean_slope_sto06.csv: ./data/interim/waves.csv ./data/interim/tides.csv ./data/interim/profiles.csv ./data/interim/sites.csv ./data/interim/profile_features_crest_toes.csv
 	$(PYTHON_CLI) create-twl-forecast \
 	--waves-csv "./data/interim/waves.csv" \
 	--tides-csv "./data/interim/tides.csv" \
@@ -116,9 +134,9 @@ impacts: ./data/interim/impacts_forecasted_foreshore_slope_sto06.csv ./data/inte
 	--runup-function "sto06" \
 	--slope "mean" \
 	--profile-type "prestorm" \
-	--output-file "./data/interim/twl_mean_slope_sto06.csv"
+	--output-file "./data/interim/twl_premean_slope_sto06.csv"
 
-./data/interim/twl_mean_slope_hol86.csv: ./data/interim/waves.csv ./data/interim/tides.csv ./data/interim/profiles.csv ./data/interim/sites.csv ./data/interim/profile_features_crest_toes.csv
+./data/interim/twl_premean_slope_hol86.csv: ./data/interim/waves.csv ./data/interim/tides.csv ./data/interim/profiles.csv ./data/interim/sites.csv ./data/interim/profile_features_crest_toes.csv
 	$(PYTHON_CLI) create-twl-forecast \
 	--waves-csv "./data/interim/waves.csv" \
 	--tides-csv "./data/interim/tides.csv" \
@@ -128,9 +146,9 @@ impacts: ./data/interim/impacts_forecasted_foreshore_slope_sto06.csv ./data/inte
 	--runup-function "hol86" \
 	--slope "mean" \
 	--profile-type "prestorm" \
-	--output-file "./data/interim/twl_mean_slope_hol86.csv"
+	--output-file "./data/interim/twl_premean_slope_hol86.csv"
 
-./data/interim/twl_mean_slope_nie91.csv: ./data/interim/waves.csv ./data/interim/tides.csv ./data/interim/profiles.csv ./data/interim/sites.csv ./data/interim/profile_features_crest_toes.csv
+./data/interim/twl_premean_slope_nie91.csv: ./data/interim/waves.csv ./data/interim/tides.csv ./data/interim/profiles.csv ./data/interim/sites.csv ./data/interim/profile_features_crest_toes.csv
 	$(PYTHON_CLI) create-twl-forecast \
 	--waves-csv "./data/interim/waves.csv" \
 	--tides-csv "./data/interim/tides.csv" \
@@ -140,9 +158,9 @@ impacts: ./data/interim/impacts_forecasted_foreshore_slope_sto06.csv ./data/inte
 	--runup-function "nie91" \
 	--slope "mean" \
 	--profile-type "prestorm" \
-	--output-file "./data/interim/twl_mean_slope_nie91.csv"
+	--output-file "./data/interim/twl_premean_slope_nie91.csv"
 
-./data/interim/twl_mean_slope_pow18.csv: ./data/interim/waves.csv ./data/interim/tides.csv ./data/interim/profiles.csv ./data/interim/sites.csv ./data/interim/profile_features_crest_toes.csv
+./data/interim/twl_premean_slope_pow18.csv: ./data/interim/waves.csv ./data/interim/tides.csv ./data/interim/profiles.csv ./data/interim/sites.csv ./data/interim/profile_features_crest_toes.csv
 	$(PYTHON_CLI) create-twl-forecast \
 	--waves-csv "./data/interim/waves.csv" \
 	--tides-csv "./data/interim/tides.csv" \
@@ -152,10 +170,175 @@ impacts: ./data/interim/impacts_forecasted_foreshore_slope_sto06.csv ./data/inte
 	--runup-function "pow18" \
 	--slope "mean" \
 	--profile-type "prestorm" \
-	--output-file "./data/interim/twl_mean_slope_pow18.csv"
+	--output-file "./data/interim/twl_premean_slope_pow18.csv"
+
+./data/interim/twl_postmean_slope_sto06.csv: ./data/interim/waves.csv ./data/interim/tides.csv ./data/interim/profiles.csv ./data/interim/sites.csv ./data/interim/profile_features_crest_toes.csv
+	$(PYTHON_CLI) create-twl-forecast \
+	--waves-csv "./data/interim/waves.csv" \
+	--tides-csv "./data/interim/tides.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--grain-size-csv "./data/interim/sites_grain_size.csv" \
+	--runup-function "sto06" \
+	--slope "mean" \
+	--profile-type "poststorm" \
+	--output-file "./data/interim/twl_postmean_slope_sto06.csv"
+
+./data/interim/twl_postmean_slope_hol86.csv: ./data/interim/waves.csv ./data/interim/tides.csv ./data/interim/profiles.csv ./data/interim/sites.csv ./data/interim/profile_features_crest_toes.csv
+	$(PYTHON_CLI) create-twl-forecast \
+	--waves-csv "./data/interim/waves.csv" \
+	--tides-csv "./data/interim/tides.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--grain-size-csv "./data/interim/sites_grain_size.csv" \
+	--runup-function "hol86" \
+	--slope "mean" \
+	--profile-type "poststorm" \
+	--output-file "./data/interim/twl_postmean_slope_hol86.csv"
+
+./data/interim/twl_postmean_slope_nie91.csv: ./data/interim/waves.csv ./data/interim/tides.csv ./data/interim/profiles.csv ./data/interim/sites.csv ./data/interim/profile_features_crest_toes.csv
+	$(PYTHON_CLI) create-twl-forecast \
+	--waves-csv "./data/interim/waves.csv" \
+	--tides-csv "./data/interim/tides.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--grain-size-csv "./data/interim/sites_grain_size.csv" \
+	--runup-function "nie91" \
+	--slope "mean" \
+	--profile-type "poststorm" \
+	--output-file "./data/interim/twl_postmean_slope_nie91.csv"
+
+./data/interim/twl_postmean_slope_pow18.csv: ./data/interim/waves.csv ./data/interim/tides.csv ./data/interim/profiles.csv ./data/interim/sites.csv ./data/interim/profile_features_crest_toes.csv
+	$(PYTHON_CLI) create-twl-forecast \
+	--waves-csv "./data/interim/waves.csv" \
+	--tides-csv "./data/interim/tides.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--grain-size-csv "./data/interim/sites_grain_size.csv" \
+	--runup-function "pow18" \
+	--slope "mean" \
+	--profile-type "poststorm" \
+	--output-file "./data/interim/twl_postmean_slope_pow18.csv"
+
+./data/interim/twl_preintertidal_slope_sto06.csv: ./data/interim/waves.csv ./data/interim/tides.csv ./data/interim/profiles.csv ./data/interim/sites.csv ./data/interim/profile_features_crest_toes.csv
+	$(PYTHON_CLI) create-twl-forecast \
+	--waves-csv "./data/interim/waves.csv" \
+	--tides-csv "./data/interim/tides.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--grain-size-csv "./data/interim/sites_grain_size.csv" \
+	--runup-function "sto06" \
+	--slope "intertidal" \
+	--profile-type "prestorm" \
+	--output-file "./data/interim/twl_preintertidal_slope_sto06.csv"
+
+./data/interim/twl_preintertidal_slope_hol86.csv: ./data/interim/waves.csv ./data/interim/tides.csv ./data/interim/profiles.csv ./data/interim/sites.csv ./data/interim/profile_features_crest_toes.csv
+	$(PYTHON_CLI) create-twl-forecast \
+	--waves-csv "./data/interim/waves.csv" \
+	--tides-csv "./data/interim/tides.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--grain-size-csv "./data/interim/sites_grain_size.csv" \
+	--runup-function "hol86" \
+	--slope "intertidal" \
+	--profile-type "prestorm" \
+	--output-file "./data/interim/twl_preintertidal_slope_hol86.csv"
+
+./data/interim/twl_preintertidal_slope_nie91.csv: ./data/interim/waves.csv ./data/interim/tides.csv ./data/interim/profiles.csv ./data/interim/sites.csv ./data/interim/profile_features_crest_toes.csv
+	$(PYTHON_CLI) create-twl-forecast \
+	--waves-csv "./data/interim/waves.csv" \
+	--tides-csv "./data/interim/tides.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--grain-size-csv "./data/interim/sites_grain_size.csv" \
+	--runup-function "nie91" \
+	--slope "intertidal" \
+	--profile-type "prestorm" \
+	--output-file "./data/interim/twl_preintertidal_slope_nie91.csv"
+
+./data/interim/twl_preintertidal_slope_pow18.csv: ./data/interim/waves.csv ./data/interim/tides.csv ./data/interim/profiles.csv ./data/interim/sites.csv ./data/interim/profile_features_crest_toes.csv
+	$(PYTHON_CLI) create-twl-forecast \
+	--waves-csv "./data/interim/waves.csv" \
+	--tides-csv "./data/interim/tides.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--grain-size-csv "./data/interim/sites_grain_size.csv" \
+	--runup-function "pow18" \
+	--slope "intertidal" \
+	--profile-type "prestorm" \
+	--output-file "./data/interim/twl_preintertidal_slope_pow18.csv"
+
+./data/interim/twl_postintertidal_slope_sto06.csv: ./data/interim/waves.csv ./data/interim/tides.csv ./data/interim/profiles.csv ./data/interim/sites.csv ./data/interim/profile_features_crest_toes.csv
+	$(PYTHON_CLI) create-twl-forecast \
+	--waves-csv "./data/interim/waves.csv" \
+	--tides-csv "./data/interim/tides.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--grain-size-csv "./data/interim/sites_grain_size.csv" \
+	--runup-function "sto06" \
+	--slope "intertidal" \
+	--profile-type "poststorm" \
+	--output-file "./data/interim/twl_postintertidal_slope_sto06.csv"
+
+./data/interim/twl_postintertidal_slope_hol86.csv: ./data/interim/waves.csv ./data/interim/tides.csv ./data/interim/profiles.csv ./data/interim/sites.csv ./data/interim/profile_features_crest_toes.csv
+	$(PYTHON_CLI) create-twl-forecast \
+	--waves-csv "./data/interim/waves.csv" \
+	--tides-csv "./data/interim/tides.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--grain-size-csv "./data/interim/sites_grain_size.csv" \
+	--runup-function "hol86" \
+	--slope "intertidal" \
+	--profile-type "poststorm" \
+	--output-file "./data/interim/twl_postintertidal_slope_hol86.csv"
+
+./data/interim/twl_postintertidal_slope_nie91.csv: ./data/interim/waves.csv ./data/interim/tides.csv ./data/interim/profiles.csv ./data/interim/sites.csv ./data/interim/profile_features_crest_toes.csv
+	$(PYTHON_CLI) create-twl-forecast \
+	--waves-csv "./data/interim/waves.csv" \
+	--tides-csv "./data/interim/tides.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--grain-size-csv "./data/interim/sites_grain_size.csv" \
+	--runup-function "nie91" \
+	--slope "intertidal" \
+	--profile-type "poststorm" \
+	--output-file "./data/interim/twl_postintertidal_slope_nie91.csv"
+
+./data/interim/twl_postintertidal_slope_pow18.csv: ./data/interim/waves.csv ./data/interim/tides.csv ./data/interim/profiles.csv ./data/interim/sites.csv ./data/interim/profile_features_crest_toes.csv
+	$(PYTHON_CLI) create-twl-forecast \
+	--waves-csv "./data/interim/waves.csv" \
+	--tides-csv "./data/interim/tides.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--grain-size-csv "./data/interim/sites_grain_size.csv" \
+	--runup-function "pow18" \
+	--slope "intertidal" \
+	--profile-type "poststorm" \
+	--output-file "./data/interim/twl_postintertidal_slope_pow18.csv"
+
 
 ### IMPACTS
 
+impacts: ./data/interim/impacts_observed.csv
+impacts: ./data/interim/impacts_forecasted_foreshore_slope_sto06.csv
+impacts: ./data/interim/impacts_forecasted_premean_slope_sto06.csv
+impacts: ./data/interim/impacts_forecasted_premean_slope_hol86.csv
+impacts: ./data/interim/impacts_forecasted_premean_slope_nie91.csv
+impacts: ./data/interim/impacts_forecasted_premean_slope_pow18.csv
+impacts: ./data/interim/impacts_forecasted_postmean_slope_sto06.csv
+impacts: ./data/interim/impacts_forecasted_postmean_slope_hol86.csv
+impacts: ./data/interim/impacts_forecasted_postmean_slope_nie91.csv
+impacts: ./data/interim/impacts_forecasted_postmean_slope_pow18.csv
+impacts: ./data/interim/impacts_forecasted_preintertidal_slope_sto06.csv
+impacts: ./data/interim/impacts_forecasted_preintertidal_slope_hol86.csv
+impacts: ./data/interim/impacts_forecasted_preintertidal_slope_nie91.csv
+impacts: ./data/interim/impacts_forecasted_preintertidal_slope_pow18.csv
+impacts: ./data/interim/impacts_forecasted_postintertidal_slope_sto06.csv
+impacts: ./data/interim/impacts_forecasted_postintertidal_slope_hol86.csv
+impacts: ./data/interim/impacts_forecasted_postintertidal_slope_nie91.csv
+impacts: ./data/interim/impacts_forecasted_postintertidal_slope_pow18.csv
+
+
 ./data/interim/impacts_observed.csv: ./data/interim/profiles.csv ./data/interim/profile_features_crest_toes.csv ./data/raw/profile_features_chris_leaman/profile_features_chris_leaman.csv
 	$(PYTHON_CLI) create-observed-impacts \
 	--profiles-csv "./data/interim/profiles.csv" \
@@ -163,85 +346,368 @@ impacts: ./data/interim/impacts_forecasted_foreshore_slope_sto06.csv ./data/inte
 	--raw-profile-features-csv "./data/raw/profile_features_chris_leaman/profile_features_chris_leaman.csv" \
 	--output-file "./data/interim/impacts_observed.csv"
 
-./data/interim/impacts_forecasted_mean_slope_sto06.csv: ./data/interim/profile_features_crest_toes.csv ./data/interim/twl_mean_slope_sto06.csv
-	$(PYTHON_CLI) create-forecasted-impacts \
-	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
-	--forecasted-twl-csv "./data/interim/twl_mean_slope_sto06.csv" \
-	--output-file "./data/interim/impacts_forecasted_mean_slope_sto06.csv"
-
 ./data/interim/impacts_forecasted_foreshore_slope_sto06.csv: ./data/interim/profile_features_crest_toes.csv ./data/interim/twl_foreshore_slope_sto06.csv
 	$(PYTHON_CLI) create-forecasted-impacts \
 	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
 	--forecasted-twl-csv "./data/interim/twl_foreshore_slope_sto06.csv" \
 	--output-file "./data/interim/impacts_forecasted_foreshore_slope_sto06.csv"
 
-./data/interim/impacts_forecasted_mean_slope_hol86.csv: ./data/interim/profile_features_crest_toes.csv ./data/interim/twl_mean_slope_hol86.csv
+./data/interim/impacts_forecasted_premean_slope_sto06.csv: ./data/interim/profile_features_crest_toes.csv ./data/interim/twl_premean_slope_sto06.csv
+	$(PYTHON_CLI) create-forecasted-impacts \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--forecasted-twl-csv "./data/interim/twl_premean_slope_sto06.csv" \
+	--output-file "./data/interim/impacts_forecasted_premean_slope_sto06.csv"
+
+./data/interim/impacts_forecasted_premean_slope_hol86.csv: ./data/interim/profile_features_crest_toes.csv ./data/interim/twl_premean_slope_hol86.csv
+	$(PYTHON_CLI) create-forecasted-impacts \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--forecasted-twl-csv "./data/interim/twl_premean_slope_hol86.csv" \
+	--output-file "./data/interim/impacts_forecasted_premean_slope_hol86.csv"
+
+./data/interim/impacts_forecasted_premean_slope_nie91.csv: ./data/interim/profile_features_crest_toes.csv ./data/interim/twl_premean_slope_nie91.csv
 	$(PYTHON_CLI) create-forecasted-impacts \
 	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
-	--forecasted-twl-csv "./data/interim/twl_mean_slope_hol86.csv" \
+	--forecasted-twl-csv "./data/interim/twl_premean_slope_nie91.csv" \
-	--output-file "./data/interim/impacts_forecasted_mean_slope_hol86.csv"
+	--output-file "./data/interim/impacts_forecasted_premean_slope_nie91.csv"
 
-./data/interim/impacts_forecasted_mean_slope_nie91.csv: ./data/interim/profile_features_crest_toes.csv ./data/interim/twl_mean_slope_nie91.csv
+./data/interim/impacts_forecasted_premean_slope_pow18.csv: ./data/interim/profile_features_crest_toes.csv ./data/interim/twl_premean_slope_pow18.csv
 	$(PYTHON_CLI) create-forecasted-impacts \
 	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
-	--forecasted-twl-csv "./data/interim/twl_mean_slope_nie91.csv" \
+	--forecasted-twl-csv "./data/interim/twl_premean_slope_pow18.csv" \
-	--output-file "./data/interim/impacts_forecasted_mean_slope_nie91.csv"
+	--output-file "./data/interim/impacts_forecasted_premean_slope_pow18.csv"
 
-./data/interim/impacts_forecasted_mean_slope_pow18.csv: ./data/interim/profile_features_crest_toes.csv ./data/interim/twl_mean_slope_pow18.csv
+./data/interim/impacts_forecasted_postmean_slope_sto06.csv: ./data/interim/profile_features_crest_toes.csv ./data/interim/twl_postmean_slope_sto06.csv
 	$(PYTHON_CLI) create-forecasted-impacts \
 	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
-	--forecasted-twl-csv "./data/interim/twl_mean_slope_pow18.csv" \
+	--forecasted-twl-csv "./data/interim/twl_postmean_slope_sto06.csv" \
-	--output-file "./data/interim/impacts_forecasted_mean_slope_pow18.csv"
+	--output-file "./data/interim/impacts_forecasted_postmean_slope_sto06.csv"
+
+./data/interim/impacts_forecasted_postmean_slope_hol86.csv: ./data/interim/profile_features_crest_toes.csv ./data/interim/twl_postmean_slope_hol86.csv
+	$(PYTHON_CLI) create-forecasted-impacts \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--forecasted-twl-csv "./data/interim/twl_postmean_slope_hol86.csv" \
+	--output-file "./data/interim/impacts_forecasted_postmean_slope_hol86.csv"
+
+./data/interim/impacts_forecasted_postmean_slope_nie91.csv: ./data/interim/profile_features_crest_toes.csv ./data/interim/twl_postmean_slope_nie91.csv
+	$(PYTHON_CLI) create-forecasted-impacts \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--forecasted-twl-csv "./data/interim/twl_postmean_slope_nie91.csv" \
+	--output-file "./data/interim/impacts_forecasted_postmean_slope_nie91.csv"
+
+./data/interim/impacts_forecasted_postmean_slope_pow18.csv: ./data/interim/profile_features_crest_toes.csv ./data/interim/twl_postmean_slope_pow18.csv
+	$(PYTHON_CLI) create-forecasted-impacts \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--forecasted-twl-csv "./data/interim/twl_postmean_slope_pow18.csv" \
+	--output-file "./data/interim/impacts_forecasted_postmean_slope_pow18.csv"
+	
+./data/interim/impacts_forecasted_preintertidal_slope_sto06.csv: ./data/interim/profile_features_crest_toes.csv ./data/interim/twl_preintertidal_slope_sto06.csv
+	$(PYTHON_CLI) create-forecasted-impacts \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--forecasted-twl-csv "./data/interim/twl_preintertidal_slope_sto06.csv" \
+	--output-file "./data/interim/impacts_forecasted_preintertidal_slope_sto06.csv"
+
+./data/interim/impacts_forecasted_preintertidal_slope_hol86.csv: ./data/interim/profile_features_crest_toes.csv ./data/interim/twl_preintertidal_slope_hol86.csv
+	$(PYTHON_CLI) create-forecasted-impacts \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--forecasted-twl-csv "./data/interim/twl_preintertidal_slope_hol86.csv" \
+	--output-file "./data/interim/impacts_forecasted_preintertidal_slope_hol86.csv"
+
+./data/interim/impacts_forecasted_preintertidal_slope_nie91.csv: ./data/interim/profile_features_crest_toes.csv ./data/interim/twl_preintertidal_slope_nie91.csv
+	$(PYTHON_CLI) create-forecasted-impacts \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--forecasted-twl-csv "./data/interim/twl_preintertidal_slope_nie91.csv" \
+	--output-file "./data/interim/impacts_forecasted_preintertidal_slope_nie91.csv"
+
+./data/interim/impacts_forecasted_preintertidal_slope_pow18.csv: ./data/interim/profile_features_crest_toes.csv ./data/interim/twl_preintertidal_slope_pow18.csv
+	$(PYTHON_CLI) create-forecasted-impacts \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--forecasted-twl-csv "./data/interim/twl_preintertidal_slope_pow18.csv" \
+	--output-file "./data/interim/impacts_forecasted_preintertidal_slope_pow18.csv"
+
+./data/interim/impacts_forecasted_postintertidal_slope_sto06.csv: ./data/interim/profile_features_crest_toes.csv ./data/interim/twl_postintertidal_slope_sto06.csv
+	$(PYTHON_CLI) create-forecasted-impacts \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--forecasted-twl-csv "./data/interim/twl_postintertidal_slope_sto06.csv" \
+	--output-file "./data/interim/impacts_forecasted_postintertidal_slope_sto06.csv"
+
+./data/interim/impacts_forecasted_postintertidal_slope_hol86.csv: ./data/interim/profile_features_crest_toes.csv ./data/interim/twl_postintertidal_slope_hol86.csv
+	$(PYTHON_CLI) create-forecasted-impacts \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--forecasted-twl-csv "./data/interim/twl_postintertidal_slope_hol86.csv" \
+	--output-file "./data/interim/impacts_forecasted_postintertidal_slope_hol86.csv"
+
+./data/interim/impacts_forecasted_postintertidal_slope_nie91.csv: ./data/interim/profile_features_crest_toes.csv ./data/interim/twl_postintertidal_slope_nie91.csv
+	$(PYTHON_CLI) create-forecasted-impacts \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--forecasted-twl-csv "./data/interim/twl_postintertidal_slope_nie91.csv" \
+	--output-file "./data/interim/impacts_forecasted_postintertidal_slope_nie91.csv"
+
+./data/interim/impacts_forecasted_postintertidal_slope_pow18.csv: ./data/interim/profile_features_crest_toes.csv ./data/interim/twl_postintertidal_slope_pow18.csv
+	$(PYTHON_CLI) create-forecasted-impacts \
+	--profile-features-csv "./data/interim/profile_features_crest_toes.csv" \
+	--forecasted-twl-csv "./data/interim/twl_postintertidal_slope_pow18.csv" \
+	--output-file "./data/interim/impacts_forecasted_postintertidal_slope_pow18.csv"
 
 ### GEOJSONs
 
-geojsons: ./data/interim/impacts_forecasted_mean_slope_nie91.geojson ./data/interim/impacts_forecasted_mean_slope_nie91_R_high.geojson ./data/interim/impacts_forecasted_mean_slope_hol86.geojson ./data/interim/impacts_forecasted_mean_slope_hol86_R_high.geojson ./data/interim/impacts_forecasted_mean_slope_sto06.geojson ./data/interim/impacts_forecasted_mean_slope_sto06_R_high.geojson ./data/interim/profile_features_crest_toes.geojson ./data/interim/sites.geojson
+geojsons: ./data/interim/impacts_forecasted_premean_slope_pow18.geojson ./data/interim/impacts_forecasted_premean_slope_pow18_R_high.geojson
+geojsons: ./data/interim/impacts_forecasted_premean_slope_nie91.geojson ./data/interim/impacts_forecasted_premean_slope_nie91_R_high.geojson
+geojsons: ./data/interim/impacts_forecasted_premean_slope_hol86.geojson ./data/interim/impacts_forecasted_premean_slope_hol86_R_high.geojson
+geojsons: ./data/interim/impacts_forecasted_premean_slope_sto06.geojson ./data/interim/impacts_forecasted_premean_slope_sto06_R_high.geojson
+geojsons: ./data/interim/impacts_forecasted_postmean_slope_pow18.geojson ./data/interim/impacts_forecasted_postmean_slope_pow18_R_high.geojson
+geojsons: ./data/interim/impacts_forecasted_postmean_slope_nie91.geojson ./data/interim/impacts_forecasted_postmean_slope_nie91_R_high.geojson
+geojsons: ./data/interim/impacts_forecasted_postmean_slope_hol86.geojson ./data/interim/impacts_forecasted_postmean_slope_hol86_R_high.geojson
+geojsons: ./data/interim/impacts_forecasted_postmean_slope_sto06.geojson ./data/interim/impacts_forecasted_postmean_slope_sto06_R_high.geojson
+geojsons: ./data/interim/impacts_forecasted_preintertidal_slope_pow18.geojson ./data/interim/impacts_forecasted_preintertidal_slope_pow18_R_high.geojson
+geojsons: ./data/interim/impacts_forecasted_preintertidal_slope_nie91.geojson ./data/interim/impacts_forecasted_preintertidal_slope_nie91_R_high.geojson
+geojsons: ./data/interim/impacts_forecasted_preintertidal_slope_hol86.geojson ./data/interim/impacts_forecasted_preintertidal_slope_hol86_R_high.geojson
+geojsons: ./data/interim/impacts_forecasted_preintertidal_slope_sto06.geojson ./data/interim/impacts_forecasted_preintertidal_slope_sto06_R_high.geojson
+geojsons: ./data/interim/impacts_forecasted_postintertidal_slope_pow18.geojson ./data/interim/impacts_forecasted_postintertidal_slope_pow18_R_high.geojson
+geojsons: ./data/interim/impacts_forecasted_postintertidal_slope_nie91.geojson ./data/interim/impacts_forecasted_postintertidal_slope_nie91_R_high.geojson
+geojsons: ./data/interim/impacts_forecasted_postintertidal_slope_hol86.geojson ./data/interim/impacts_forecasted_postintertidal_slope_hol86_R_high.geojson
+geojsons: ./data/interim/impacts_forecasted_postintertidal_slope_sto06.geojson ./data/interim/impacts_forecasted_postintertidal_slope_sto06_R_high.geojson
+geojsons: ./data/interim/profile_features_crest_toes.geojson ./data/interim/sites.geojson
+
+./data/interim/impacts_forecasted_premean_slope_sto06.geojson: ./data/interim/impacts_forecasted_premean_slope_sto06.csv ./data/interim/impacts_observed.csv
+	$(PYTHON_CLI) impacts-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--observed-impacts-csv "./data/interim/impacts_observed.csv" \
+	--forecast-impacts-csv "./data/interim/impacts_forecasted_premean_slope_sto06.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_premean_slope_sto06.geojson"
+
+./data/interim/impacts_forecasted_premean_slope_sto06_R_high.geojson: ./data/interim/impacts_forecasted_premean_slope_sto06.csv
+	$(PYTHON_CLI) r-high-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--crest-toes-csv "./data/interim/profile_features_crest_toes.csv" \
+	--impacts-csv "./data/interim/impacts_forecasted_premean_slope_sto06.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_premean_slope_sto06_R_high.geojson"
+
+./data/interim/impacts_forecasted_premean_slope_hol86.geojson: ./data/interim/impacts_forecasted_premean_slope_hol86.csv ./data/interim/impacts_observed.csv
+	$(PYTHON_CLI) impacts-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--observed-impacts-csv "./data/interim/impacts_observed.csv" \
+	--forecast-impacts-csv "./data/interim/impacts_forecasted_premean_slope_hol86.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_premean_slope_hol86.geojson"
+
+./data/interim/impacts_forecasted_premean_slope_hol86_R_high.geojson: ./data/interim/impacts_forecasted_premean_slope_hol86.csv
+	$(PYTHON_CLI) r-high-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--crest-toes-csv "./data/interim/profile_features_crest_toes.csv" \
+	--impacts-csv "./data/interim/impacts_forecasted_premean_slope_hol86.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_premean_slope_hol86_R_high.geojson"
+
+./data/interim/impacts_forecasted_premean_slope_nie91.geojson: ./data/interim/impacts_forecasted_premean_slope_nie91.csv ./data/interim/impacts_observed.csv
+	$(PYTHON_CLI) impacts-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--observed-impacts-csv "./data/interim/impacts_observed.csv" \
+	--forecast-impacts-csv "./data/interim/impacts_forecasted_premean_slope_nie91.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_premean_slope_nie91.geojson"
+
+./data/interim/impacts_forecasted_premean_slope_nie91_R_high.geojson: ./data/interim/impacts_forecasted_premean_slope_nie91.csv
+	$(PYTHON_CLI) r-high-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--crest-toes-csv "./data/interim/profile_features_crest_toes.csv" \
+	--impacts-csv "./data/interim/impacts_forecasted_premean_slope_nie91.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_premean_slope_nie91_R_high.geojson"
+
+./data/interim/impacts_forecasted_premean_slope_pow18.geojson: ./data/interim/impacts_forecasted_premean_slope_pow18.csv ./data/interim/impacts_observed.csv
+	$(PYTHON_CLI) impacts-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--observed-impacts-csv "./data/interim/impacts_observed.csv" \
+	--forecast-impacts-csv "./data/interim/impacts_forecasted_premean_slope_pow18.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_premean_slope_pow18.geojson"
+
+./data/interim/impacts_forecasted_premean_slope_pow18_R_high.geojson: ./data/interim/impacts_forecasted_premean_slope_pow18.csv
+	$(PYTHON_CLI) r-high-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--crest-toes-csv "./data/interim/profile_features_crest_toes.csv" \
+	--impacts-csv "./data/interim/impacts_forecasted_premean_slope_pow18.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_premean_slope_pow18_R_high.geojson"
+
+./data/interim/impacts_forecasted_postmean_slope_sto06.geojson: ./data/interim/impacts_forecasted_postmean_slope_sto06.csv ./data/interim/impacts_observed.csv
+	$(PYTHON_CLI) impacts-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--observed-impacts-csv "./data/interim/impacts_observed.csv" \
+	--forecast-impacts-csv "./data/interim/impacts_forecasted_postmean_slope_sto06.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_postmean_slope_sto06.geojson"
+
+./data/interim/impacts_forecasted_postmean_slope_sto06_R_high.geojson: ./data/interim/impacts_forecasted_postmean_slope_sto06.csv
+	$(PYTHON_CLI) r-high-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--crest-toes-csv "./data/interim/profile_features_crest_toes.csv" \
+	--impacts-csv "./data/interim/impacts_forecasted_postmean_slope_sto06.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_postmean_slope_sto06_R_high.geojson"
+
+./data/interim/impacts_forecasted_postmean_slope_hol86.geojson: ./data/interim/impacts_forecasted_postmean_slope_hol86.csv ./data/interim/impacts_observed.csv
+	$(PYTHON_CLI) impacts-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--observed-impacts-csv "./data/interim/impacts_observed.csv" \
+	--forecast-impacts-csv "./data/interim/impacts_forecasted_postmean_slope_hol86.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_postmean_slope_hol86.geojson"
+
+./data/interim/impacts_forecasted_postmean_slope_hol86_R_high.geojson: ./data/interim/impacts_forecasted_postmean_slope_hol86.csv
+	$(PYTHON_CLI) r-high-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--crest-toes-csv "./data/interim/profile_features_crest_toes.csv" \
+	--impacts-csv "./data/interim/impacts_forecasted_postmean_slope_hol86.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_postmean_slope_hol86_R_high.geojson"
+
+./data/interim/impacts_forecasted_postmean_slope_nie91.geojson: ./data/interim/impacts_forecasted_postmean_slope_nie91.csv ./data/interim/impacts_observed.csv
+	$(PYTHON_CLI) impacts-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--observed-impacts-csv "./data/interim/impacts_observed.csv" \
+	--forecast-impacts-csv "./data/interim/impacts_forecasted_postmean_slope_nie91.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_postmean_slope_nie91.geojson"
+
+./data/interim/impacts_forecasted_postmean_slope_nie91_R_high.geojson: ./data/interim/impacts_forecasted_postmean_slope_nie91.csv
+	$(PYTHON_CLI) r-high-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--crest-toes-csv "./data/interim/profile_features_crest_toes.csv" \
+	--impacts-csv "./data/interim/impacts_forecasted_postmean_slope_nie91.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_postmean_slope_nie91_R_high.geojson"
+
+./data/interim/impacts_forecasted_postmean_slope_pow18.geojson: ./data/interim/impacts_forecasted_postmean_slope_pow18.csv ./data/interim/impacts_observed.csv
+	$(PYTHON_CLI) impacts-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--observed-impacts-csv "./data/interim/impacts_observed.csv" \
+	--forecast-impacts-csv "./data/interim/impacts_forecasted_postmean_slope_pow18.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_postmean_slope_pow18.geojson"
+
+./data/interim/impacts_forecasted_postmean_slope_pow18_R_high.geojson: ./data/interim/impacts_forecasted_postmean_slope_pow18.csv
+	$(PYTHON_CLI) r-high-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--crest-toes-csv "./data/interim/profile_features_crest_toes.csv" \
+	--impacts-csv "./data/interim/impacts_forecasted_postmean_slope_pow18.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_postmean_slope_pow18_R_high.geojson"
+
+./data/interim/impacts_forecasted_preintertidal_slope_sto06.geojson: ./data/interim/impacts_forecasted_preintertidal_slope_sto06.csv ./data/interim/impacts_observed.csv
+	$(PYTHON_CLI) impacts-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--observed-impacts-csv "./data/interim/impacts_observed.csv" \
+	--forecast-impacts-csv "./data/interim/impacts_forecasted_preintertidal_slope_sto06.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_preintertidal_slope_sto06.geojson"
+
+./data/interim/impacts_forecasted_preintertidal_slope_sto06_R_high.geojson: ./data/interim/impacts_forecasted_preintertidal_slope_sto06.csv
+	$(PYTHON_CLI) r-high-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--crest-toes-csv "./data/interim/profile_features_crest_toes.csv" \
+	--impacts-csv "./data/interim/impacts_forecasted_preintertidal_slope_sto06.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_preintertidal_slope_sto06_R_high.geojson"
+
+./data/interim/impacts_forecasted_preintertidal_slope_hol86.geojson: ./data/interim/impacts_forecasted_preintertidal_slope_hol86.csv ./data/interim/impacts_observed.csv
+	$(PYTHON_CLI) impacts-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--observed-impacts-csv "./data/interim/impacts_observed.csv" \
+	--forecast-impacts-csv "./data/interim/impacts_forecasted_preintertidal_slope_hol86.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_preintertidal_slope_hol86.geojson"
 
-./data/interim/impacts_forecasted_mean_slope_sto06.geojson: ./data/interim/impacts_forecasted_mean_slope_sto06.csv ./data/interim/impacts_observed.csv
+./data/interim/impacts_forecasted_preintertidal_slope_hol86_R_high.geojson: ./data/interim/impacts_forecasted_preintertidal_slope_hol86.csv
+	$(PYTHON_CLI) r-high-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--crest-toes-csv "./data/interim/profile_features_crest_toes.csv" \
+	--impacts-csv "./data/interim/impacts_forecasted_preintertidal_slope_hol86.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_preintertidal_slope_hol86_R_high.geojson"
+
+./data/interim/impacts_forecasted_preintertidal_slope_nie91.geojson: ./data/interim/impacts_forecasted_preintertidal_slope_nie91.csv ./data/interim/impacts_observed.csv
 	$(PYTHON_CLI) impacts-to-geojson \
 	--sites-csv "./data/interim/sites.csv" \
 	--observed-impacts-csv "./data/interim/impacts_observed.csv" \
-	--forecast-impacts-csv "./data/interim/impacts_forecasted_mean_slope_sto06.csv" \
+	--forecast-impacts-csv "./data/interim/impacts_forecasted_preintertidal_slope_nie91.csv" \
-	--output-geojson "./data/interim/impacts_forecasted_mean_slope_sto06.geojson"
+	--output-geojson "./data/interim/impacts_forecasted_preintertidal_slope_nie91.geojson"
 
-./data/interim/impacts_forecasted_mean_slope_sto06_R_high.geojson: ./data/interim/impacts_forecasted_mean_slope_sto06.csv
+./data/interim/impacts_forecasted_preintertidal_slope_nie91_R_high.geojson: ./data/interim/impacts_forecasted_preintertidal_slope_nie91.csv
 	$(PYTHON_CLI) r-high-to-geojson \
 	--sites-csv "./data/interim/sites.csv" \
 	--profiles-csv "./data/interim/profiles.csv" \
 	--crest-toes-csv "./data/interim/profile_features_crest_toes.csv" \
-	--impacts-csv "./data/interim/impacts_forecasted_mean_slope_sto06.csv" \
+	--impacts-csv "./data/interim/impacts_forecasted_preintertidal_slope_nie91.csv" \
-	--output-geojson "./data/interim/impacts_forecasted_mean_slope_sto06_R_high.geojson"
+	--output-geojson "./data/interim/impacts_forecasted_preintertidal_slope_nie91_R_high.geojson"
 
-./data/interim/impacts_forecasted_mean_slope_hol86.geojson: ./data/interim/impacts_forecasted_mean_slope_hol86.csv ./data/interim/impacts_observed.csv
+./data/interim/impacts_forecasted_preintertidal_slope_pow18.geojson: ./data/interim/impacts_forecasted_preintertidal_slope_pow18.csv ./data/interim/impacts_observed.csv
 	$(PYTHON_CLI) impacts-to-geojson \
 	--sites-csv "./data/interim/sites.csv" \
 	--observed-impacts-csv "./data/interim/impacts_observed.csv" \
-	--forecast-impacts-csv "./data/interim/impacts_forecasted_mean_slope_hol86.csv" \
+	--forecast-impacts-csv "./data/interim/impacts_forecasted_preintertidal_slope_pow18.csv" \
-	--output-geojson "./data/interim/impacts_forecasted_mean_slope_hol86.geojson"
+	--output-geojson "./data/interim/impacts_forecasted_preintertidal_slope_pow18.geojson"
 
-./data/interim/impacts_forecasted_mean_slope_hol86_R_high.geojson: ./data/interim/impacts_forecasted_mean_slope_hol86.csv
+./data/interim/impacts_forecasted_preintertidal_slope_pow18_R_high.geojson: ./data/interim/impacts_forecasted_preintertidal_slope_pow18.csv
 	$(PYTHON_CLI) r-high-to-geojson \
 	--sites-csv "./data/interim/sites.csv" \
 	--profiles-csv "./data/interim/profiles.csv" \
 	--crest-toes-csv "./data/interim/profile_features_crest_toes.csv" \
-	--impacts-csv "./data/interim/impacts_forecasted_mean_slope_hol86.csv" \
+	--impacts-csv "./data/interim/impacts_forecasted_preintertidal_slope_pow18.csv" \
-	--output-geojson "./data/interim/impacts_forecasted_mean_slope_hol86_R_high.geojson"
+	--output-geojson "./data/interim/impacts_forecasted_preintertidal_slope_pow18_R_high.geojson"
 
-./data/interim/impacts_forecasted_mean_slope_nie91.geojson: ./data/interim/impacts_forecasted_mean_slope_nie91.csv ./data/interim/impacts_observed.csv
+./data/interim/impacts_forecasted_postintertidal_slope_sto06.geojson: ./data/interim/impacts_forecasted_postintertidal_slope_sto06.csv ./data/interim/impacts_observed.csv
 	$(PYTHON_CLI) impacts-to-geojson \
 	--sites-csv "./data/interim/sites.csv" \
 	--observed-impacts-csv "./data/interim/impacts_observed.csv" \
-	--forecast-impacts-csv "./data/interim/impacts_forecasted_mean_slope_nie91.csv" \
+	--forecast-impacts-csv "./data/interim/impacts_forecasted_postintertidal_slope_sto06.csv" \
-	--output-geojson "./data/interim/impacts_forecasted_mean_slope_nie91.geojson"
+	--output-geojson "./data/interim/impacts_forecasted_postintertidal_slope_sto06.geojson"
 
-./data/interim/impacts_forecasted_mean_slope_nie91_R_high.geojson: ./data/interim/impacts_forecasted_mean_slope_nie91.csv
+./data/interim/impacts_forecasted_postintertidal_slope_sto06_R_high.geojson: ./data/interim/impacts_forecasted_postintertidal_slope_sto06.csv
 	$(PYTHON_CLI) r-high-to-geojson \
 	--sites-csv "./data/interim/sites.csv" \
 	--profiles-csv "./data/interim/profiles.csv" \
 	--crest-toes-csv "./data/interim/profile_features_crest_toes.csv" \
-	--impacts-csv "./data/interim/impacts_forecasted_mean_slope_nie91.csv" \
+	--impacts-csv "./data/interim/impacts_forecasted_postintertidal_slope_sto06.csv" \
-	--output-geojson "./data/interim/impacts_forecasted_mean_slope_nie91_R_high.geojson"
+	--output-geojson "./data/interim/impacts_forecasted_postintertidal_slope_sto06_R_high.geojson"
 
+./data/interim/impacts_forecasted_postintertidal_slope_hol86.geojson: ./data/interim/impacts_forecasted_postintertidal_slope_hol86.csv ./data/interim/impacts_observed.csv
+	$(PYTHON_CLI) impacts-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--observed-impacts-csv "./data/interim/impacts_observed.csv" \
+	--forecast-impacts-csv "./data/interim/impacts_forecasted_postintertidal_slope_hol86.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_postintertidal_slope_hol86.geojson"
+
+./data/interim/impacts_forecasted_postintertidal_slope_hol86_R_high.geojson: ./data/interim/impacts_forecasted_postintertidal_slope_hol86.csv
+	$(PYTHON_CLI) r-high-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--crest-toes-csv "./data/interim/profile_features_crest_toes.csv" \
+	--impacts-csv "./data/interim/impacts_forecasted_postintertidal_slope_hol86.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_postintertidal_slope_hol86_R_high.geojson"
+
+./data/interim/impacts_forecasted_postintertidal_slope_nie91.geojson: ./data/interim/impacts_forecasted_postintertidal_slope_nie91.csv ./data/interim/impacts_observed.csv
+	$(PYTHON_CLI) impacts-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--observed-impacts-csv "./data/interim/impacts_observed.csv" \
+	--forecast-impacts-csv "./data/interim/impacts_forecasted_postintertidal_slope_nie91.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_postintertidal_slope_nie91.geojson"
+
+./data/interim/impacts_forecasted_postintertidal_slope_nie91_R_high.geojson: ./data/interim/impacts_forecasted_postintertidal_slope_nie91.csv
+	$(PYTHON_CLI) r-high-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--crest-toes-csv "./data/interim/profile_features_crest_toes.csv" \
+	--impacts-csv "./data/interim/impacts_forecasted_postintertidal_slope_nie91.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_postintertidal_slope_nie91_R_high.geojson"
+
+./data/interim/impacts_forecasted_postintertidal_slope_pow18.geojson: ./data/interim/impacts_forecasted_postintertidal_slope_pow18.csv ./data/interim/impacts_observed.csv
+	$(PYTHON_CLI) impacts-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--observed-impacts-csv "./data/interim/impacts_observed.csv" \
+	--forecast-impacts-csv "./data/interim/impacts_forecasted_postintertidal_slope_pow18.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_postintertidal_slope_pow18.geojson"
+
+./data/interim/impacts_forecasted_postintertidal_slope_pow18_R_high.geojson: ./data/interim/impacts_forecasted_postintertidal_slope_pow18.csv
+	$(PYTHON_CLI) r-high-to-geojson \
+	--sites-csv "./data/interim/sites.csv" \
+	--profiles-csv "./data/interim/profiles.csv" \
+	--crest-toes-csv "./data/interim/profile_features_crest_toes.csv" \
+	--impacts-csv "./data/interim/impacts_forecasted_postintertidal_slope_pow18.csv" \
+	--output-geojson "./data/interim/impacts_forecasted_postintertidal_slope_pow18_R_high.geojson"
+# Site specific properties
 ./data/interim/profile_features_crest_toes.geojson: ./data/interim/profile_features_crest_toes.csv
 	$(PYTHON_CLI) profile-features-crest-toes-to-geojson \
 	--sites-csv "./data/interim/sites.csv" \

src/analysis/forecast_twl.py

@@ -77,6 +77,32 @@ def forecast_twl(
             )
 
         df_twl["beta"] = pd.concat(results)
+    elif slope == "intertidal":
+
+        logger.info("Calculating intertidal slopes")
+        top_z = 1.15  # m AHD = HAT from MHL annual ocean tides summary report
+        btm_z = -0.9  # m AHD = HAT from MHL annual ocean tides summary report
+
+        # Calculate slopes for each profile
+        df_slopes = (
+            df_profiles.xs(profile_type, level="profile_type")
+            .dropna(subset=["z"])
+            .groupby("site_id")
+            .apply(
+                lambda x: slope_from_profile(
+                    profile_x=x.index.get_level_values("x").tolist(),
+                    profile_z=x.z.tolist(),
+                    top_elevation=top_z,
+                    btm_elevation=max(min(x.z), btm_z),
+                    method="least_squares",
+                )
+            )
+            .rename("beta")
+            .to_frame()
+        )
+
+        # Merge calculated slopes onto each twl timestep
+        df_twl = df_twl.merge(df_slopes, left_index=True, right_index=True)
 
     # Estimate runup
     R2, setup, S_total, S_inc, S_ig = runup_function(
@@ -311,6 +337,7 @@ def slope_from_profile(
         return -(z_top - z_btm) / (x_top - x_btm)
 
     elif method == "least_squares":
+
         profile_mask = [
             True if end_points["top"]["x"] < pts < end_points["btm"]["x"] else False
             for pts in profile_x
@@ -333,7 +360,10 @@ def slope_from_profile(
     type=click.Choice(["sto06", "hol86", "nie91", "pow18"]),
 )
 @click.option(
-    "--slope", required=True, help="", type=click.Choice(["foreshore", "mean"])
+    "--slope",
+    required=True,
+    help="",
+    type=click.Choice(["foreshore", "mean", "intertidal"]),
 )
 @click.option(
     "--profile-type",