Langjökull, Iceland's second largest icecap (~950 km 2), was the subject of an incomplete airborne LiDAR survey in August 2007. This study investigates and evaluates the application of photoclinometry, which employs visible light imagery (here, Landsat ETM+ band 4) to interpolate unmeasured sections of this fragmented data set. A complete digital elevation model (DEM) of Langjökull was produced, and photoclinometry was determined to be a _____________________________ I must also express my gratitude to Trinity College, Cambridge for supporting me throughout my course. This course of study would not have been an option for me otherwise. And finally, thanks to family, friends, and fellow students at SPRI and Trinity College for help settling into life in Cambridge, the opportunity to enjoy and make the most out of this MPhil, and companionship throughout the entire working process. Declaration I declare that this thesis is my own unaided work, except where noted above and in the text. It is no more than 20,000 words in length, excluding acknowledgements, declaration, references, tables, lists, and captions. v