diff --git a/README.md b/README.md
index 26b07c6..d408894 100644
--- a/README.md
+++ b/README.md
@@ -2,7 +2,7 @@
 
 This repository contains data and code for the manuscript 
 
-*"Interventions can shift the thermal optimum for disease: Evidence from human schistosomiasis"*    
+*"Interventions can shift the thermal optimum for parasitic disease transmission"*    
 by K.H. Nguyen<sup>1*</sup>, P.H. Boersch-Supan<sup>2*</sup>, R.B. Hartman, S.Y. Mendiola, V.J. Harwood, D.J. Civitello, J.R. Rohr (2021)  
 
 Corresponding authors:    
diff --git a/data/cercarial_shedding_observations.csv b/data/cercarial_shedding_observations.csv
index b39b24b..d5ce760 100644
--- a/data/cercarial_shedding_observations.csv
+++ b/data/cercarial_shedding_observations.csv
@@ -3,7 +3,7 @@
 #name: shedding
 #title: Temperature-specific shedding success of Schistosoma mansoni cercaria from
 #  Biomphalaria glabrata snails
-#author: K.H. Nguyen, P.H. Boersch-Supan, V.J. Harwood, J.R. Rohr
+#author: K.H. Nguyen, P.H. Boersch-Supan, R.B. Hartman, S.Y. Mendiola, V.J. Harwood, D.J. Civitello, J.R. Rohr
 #path: https://github.com/pboesu/schistosomiasis
 #fields:
 #- name: temperature
diff --git a/data/trait_observations.csv b/data/trait_observations.csv
index d370bbe..1820567 100644
--- a/data/trait_observations.csv
+++ b/data/trait_observations.csv
@@ -4,7 +4,7 @@
 #title: Temperature-specific observations of various Schistosoma mansoni and Biomphalaria
 #  traits
 #path: https://github.com/pboesu/schistosomiasis
-#author: K.H. Nguyen, P.H. Boersch-Supan, V.J. Harwood, J.R. Rohr
+#author: K.H. Nguyen, P.H. Boersch-Supan, R.B. Hartman, S.Y. Mendiola, V.J. Harwood, D.J. Civitello, J.R. Rohr
 #fields:
 #- name: temperature
 #  type: number
diff --git a/predict_temperature_specific_R0.R b/predict_temperature_specific_R0.R
index c8232ed..343c40a 100644
--- a/predict_temperature_specific_R0.R
+++ b/predict_temperature_specific_R0.R
@@ -1,5 +1,5 @@
 # Example code to predict temperature-specific R0 curves for schistosomiasis with and without snail control
-# Supplement to "Interventions can shift the thermal optimum for disease: Evidence from human schistosomiasis" by K.H. Nguyen, P.H. Boersch-Supan, V.J. Harwood, J.R. Rohr (2020)
+# Supplement to "Interventions can shift the thermal optimum for parasitic disease transmission" by K.H. Nguyen, P.H. Boersch-Supan, R.B. Hartman, S.Y. Mendiola, V.J. Harwood, D.J. Civitello, J.R. Rohr (2021)
 # https://github.com/pboesu/schistosomiasis
 
 library(dplyr)
@@ -45,6 +45,6 @@ for (i in 1:nrow(clean_parameters_wide)){ #for each row
 }
 
 #plot normalised R0 curves
-plot(R_0_temp_no_control/max(R_0_temp_no_control) ~ clean_parameters_wide_no_control$temperature, type = 'l', main='', xlab='Temperature (°C)', ylab = latex2exp::TeX('R_{0}/max(R_{0})'), lwd = 2)
+plot(R_0_temp_no_control/max(R_0_temp_no_control) ~ clean_parameters_wide_no_control$temperature, type = 'l', main='', xlab='Temperature (°C)', ylab = latex2exp::TeX('R_{0}/max(R_{0})'), lwd = 2)
 lines(R_0_temp_snail_control/max(R_0_temp_snail_control) ~ clean_parameters_wide$temperature, type = 'l', col = 'darkgreen',lty = 1, lwd = 2)
 legend('topright', lwd = c(2,2), col = c('black','darkgreen'), legend = c('no control','snail control'), bty = 'n', cex = 0.8)