We would like to acknowledge Johannes Friedrich, Carole Excell, Francis Gassert, Aaron Kressig, Nancy Harris, Xiangyi Li, Angela Enriquez, Cynthia Elliot, Kelly Levin, Nisha Krishnan, Joe Thwaites, Greg Carlock, Kevin Kurkul, Molly McGregor, and Chris Reij at the World Resources Institute for providing key inputs and expertise in the development of this guide. Thank you to Laura Malaguzzi Valeri for helping us strengthen the methodology. We deeply appreciate the insights we received from Jennifer Doherty Bigara Rodriguez. We would also like to recognize Alan Hudson, Mareike Britten, and Liz Carolan for providing insightful comments during early consultations.

We thank CODE, Joel Gurin and team for their collaboration in the initial phase and concept note of this project.