diff --git a/man/CreateErrorCrit_GAPX.Rd b/man/CreateErrorCrit_GAPX.Rd
index d9603b6fcc9ca1e9141f6165c2f1a61e022295fe..09e77af934f3e0c5419acc6f2ffae65bea698ab1 100644
--- a/man/CreateErrorCrit_GAPX.Rd
+++ b/man/CreateErrorCrit_GAPX.Rd
@@ -11,7 +11,7 @@
 \description{
 Function which computes the function \code{ErrorCrit_GAPX}.
 
-The produced function \code{ErrorCrit_GAPX} computes an error criterion based on the GAPX formula proposed by de Lavenne et al. (2019).
+The produced function \code{ErrorCrit_GAPX} computes an error criterion based on the GAPX formula proposed by Lavenne et al. (2019).
 }
 
 
@@ -31,8 +31,8 @@ CreateErrorCrit_GAPX(FUN_TRANSFO)
 
 \details{
 In addition to the criterion value, the function outputs include a multiplier (-1 or +1) which allows
-the use of the function for model calibration: the product CritValue * Multiplier is the criterion to be minimised
-(Multiplier = -1 for NSE).
+the use of the function for model calibration: the product \code{CritValue * Multiplier} is the criterion to be minimised
+(\codeMultiplier = -1} for NSE).
 }
 
 \examples{
@@ -81,7 +81,9 @@ David Dorchies
 }
 
 \references{
-De Lavenne, A., Andréassian, V., Thirel, G., Ramos, M.-H., Perrin, C., 2019. A Regularization Approach to Improve the Sequential Calibration of a Semidistributed Hydrological Model. Water Resources Research 55, 8821–8839. \url{https://doi.org/10.1029/2018WR024266}
+de Lavenne, A., Andréassian, V., Thirel, G., Ramos, M.-H. and Perrin, C. (2019).
+  A Regularization Approach to Improve the Sequential Calibration of a Semidistributed Hydrological Model.
+  Water Resources Research 55, 8821–8839. \doi{10.1029/2018WR024266}
 }
 
 \seealso{
diff --git a/man/CreateInputsCrit_Lavenne.Rd b/man/CreateInputsCrit_Lavenne.Rd
index 045973000d816da8d114ce4dfa5ba78bdddeff03..5a52eef301a8ff590973c4616e5f6ee3732c39bf 100644
--- a/man/CreateInputsCrit_Lavenne.Rd
+++ b/man/CreateInputsCrit_Lavenne.Rd
@@ -5,11 +5,11 @@
 \alias{CreateInputsCrit_Lavenne}
 
 
-\title{Creation of the InputsCrit object for De Lavenne Criterion}
+\title{Creation of the InputsCrit object for Lavenne Criterion}
 
 
 \description{
-Creation of the \code{InputsCrit} object required to the \code{\link{ErrorCrit}} function. This function defines a composed criterion based on the formula proposed by de Lavenne et al. (2019).
+Creation of the \code{InputsCrit} object required to the \code{\link{ErrorCrit}} function. This function defines a composed criterion based on the formula proposed by Lavenne et al. (2019).
 }
 
 
@@ -57,9 +57,9 @@ CreateInputsCrit_Lavenne(FUN_CRIT = ErrorCrit_KGE,
 
 \code{CreateInputsCrit_Lavenne} returns an object of class \emph{Compo} that is a list of lists such as the one described in \code{\link{CreateInputsCrit}}.
 
-Items \code{Weights} of the criteria are respectively equal to \code{k} and \code{k * max(0,AprCrit)}.
+Items \code{Weights} of the criteria are respectively equal to \code{k} and \code{k * max(0, AprCrit)}.
 
-To calculate the De Lavenne criterion, it is necessary to use the \code{ErrorCrit} function as for any other composed criterion.
+To calculate the Lavenne criterion, it is necessary to use the \code{ErrorCrit} function as for any other composed criterion.
 }
 
 
@@ -70,7 +70,7 @@ The parameters \code{FUN_CRIT}, \code{Obs}, \code{VarObs}, \code{BoolCrit}, \cod
 \code{\link{ErrorCrit_RMSE}} cannot be used in a composite criterion since it is not a unitless value.
 
 
-\code{CreateInputsCrit_Lavenne} creates a composed criterion in respect with Equations 1 and 2 of de Lavenne et al. (2019).
+\code{CreateInputsCrit_Lavenne} creates a composed criterion in respect with Equations 1 and 2 of Lavenne et al. (2019).
 }
 
 
@@ -97,7 +97,7 @@ Param <- c(X1 = 257.238, X2 = 1.012, X3 = 88.235, X4 = 2.208)
 OutputsModel <- RunModel_GR4J(InputsModel = InputsModel,
                               RunOptions = RunOptions, Param = Param)
 
-## The "a priori" parameters for De Lavenne formula
+## The "a priori" parameters for Lavenne formula
 AprParamR <- c(X1 = 157, X2 = 0.8, X3 = 100, X4 = 1.5)
 
 ## Single efficiency criterion: GAPX with a priori parameters
@@ -115,7 +115,9 @@ David Dorchies
 
 
 \references{
-De Lavenne, A., Andréassian, V., Thirel, G., Ramos, M.-H., Perrin, C., 2019. A Regularization Approach to Improve the Sequential Calibration of a Semidistributed Hydrological Model. Water Resources Research 55, 8821–8839. \url{https://doi.org/10.1029/2018WR024266}
+de Lavenne, A., Andréassian, V., Thirel, G., Ramos, M.-H. and Perrin, C. (2019).
+  A Regularization Approach to Improve the Sequential Calibration of a Semidistributed Hydrological Model.
+  Water Resources Research 55, 8821–8839. \doi{10.1029/2018WR024266}
 }