Yes, but you see that island was honeycombed with defenses, which obviously were impossible on Midway. We simply did not have that sort of time.
At Tarawa they had well over a year: wiki: A tremendous number of pill boxes and firing pits were constructed, with excellent fields of fire over the water and sandy shore. In the interior of the island was the command post and a number of large shelters designed to protect defenders from air attack and bombardment. …
The Japanese worked intensely for nearly a year to fortify the island.[10] To aid the garrison in the construction of the defenses, the 1,247 men of the 111th Pioneers, similar to the Seabees of the U.S. Navy, along with the 970 men of the Fourth Fleet’s construction battalion, were brought in. Approximately 1,200 of the men in these two groups were Korean laborers. The garrison itself was made up of forces of the Imperial Japanese Navy. The Special Naval Landing Force was the marine component of the IJN, and were known by U.S. intelligence to be more highly trained, better disciplined, more tenacious and to have better small unit leadership than comparable units of the Imperial Japanese Army. The 3rd Special Base Defense Force assigned to Tarawa had a strength of 1,112 men. They were reinforced by the 7th Sasebo Special Naval Landing Force, with a strength of 1,497 men. It was commanded by Commander Takeo Sugai. This unit was bolstered by 14 Type 95 light tanks under the command of Ensign Ohtani.
A series of fourteen coastal defense guns, including four large Vickers 8-inch guns purchased during the Russo-Japanese War from the British,[4] were secured in concrete bunkers around the island to guard the open water approaches. It was thought these big guns would make it very difficult for a landing force to enter the lagoon and attack the island from the north side. The island had a total of 500 pillboxes or “stockades” built from logs and sand, many of which were reinforced with cement. Forty artillery pieces were scattered around the island in various reinforced firing pits. An airfield was cut into the bush straight down the center of the island. Trenches connected all points of the island, allowing troops to move under cover when necessary to where they were needed.
But yes, the IJN would likely not have done a effective bombardment. If they had 200 aircraft it might have been different. The IJN bombardment would have ruined the airfield and the gas tanks, but not have done that much damage over all. They were not set up for that, they depended on the aircraft to do the point damage.