1. A computer-implemented method of environmental based location monitoring, the method comprising: collecting, by a sensor electronically connected to a computer and in response to a condition for the computer, a first set of image data that corresponds to a first set of environmental characteristics existing within a bounded area encompassing a hardware element of the computer, the condition includes receiving a computer-based command indicating a set of operations for the computer; determining, by a processor analyzing the first set of image data, by utilizing image recognition techniques, a first location corresponding to a geographic position of the hardware element relative to the first set of environmental characteristics, and determining, by the processor analyzing a second set of image data stored in a database of the computer, by utilizing image recognition techniques, the second set of image data corresponding to a second set of environmental characteristics, a second location corresponding to an approved geographic position of the hardware element relative to the second set of environmental characteristics; comparing, by the processor, the first location to the second location, and determining, by the processor comparing the first location to the second location, an environmental difference using a location difference between the first location and the second location; determining, by the processor, that the environmental difference does not satisfy a threshold; and executing, by the processor, a reaction sequence in the computer, in response to determining that the environmental difference does not satisfy the threshold, wherein the reaction sequence includes overwriting a set of data stored in the computer.