I used to have an Intex above-ground pool for years, with the same problem you've described. The problem wouldn't occur at the beginning of the summer, but by late July, the problem would appear every year. Turns out it was *pollen* that was collecting in my pool water! The only way I dealt with it was either empty out the pool every few weeks, or use a pool cover.