The two zippers before the pond can boost you right over the water if you hit both in a row. Don't press the accelerator as you go over the first one and let the momentum of your green boost take you to the next zipper and up over the water obstacle.

 

 

Diddy Kong™ Racing Trademark of Nintendo
© 1997 Rare. Diddy Kong, Banjo and Krunch licensed by Nintendo.