Delete files while reading directory with readdir()

My code is something like this:

DIR* pDir = opendir("/path/to/my/dir");
struct dirent pFile = NULL;
while ((pFile = readdir())) {
   // Check if it is a .zip file
   if (subrstr(pFile->d_name,".zip") {
      // It is a .zip file, delete it, and the matching log file
      char zipname[200];
      snprintf(zipname, sizeof(zipname), "/path/to/my/dir/%s", pFile->d_name);
      unlink(zipname);
      char* logname = subsstr(zipname, 0, strlen(pFile->d_name)-4); // Strip of .zip
      logname = appendstring(&logname, ".log"); // Append .log
      unlink(logname);
}
closedir(pDir);

(this code is untested and purely an example)

The point is: Is it allowed to delete a file in a directory while looping through the directory with readdir()? Or will readdir() still find the deleted .log file?