AI Reading List: Sciences: Geosciences
Below is a portion of my informal list of readings related to Artificial Intelligence (AI). This started out as a very short list created for use in conjunction with an academic presentation and has now grown much larger. Please let me know if you have any corrections, additions, suggestions, etc. It is very idiosyncratic and not meant to be comprehensive. Please feel free to share with others.
Artificial Intelligence (AI) Reading List, by Philip Rubin
Sciences — Geosciences:
David John Lary. Artificial Intelligence in Geoscience and Remote Sensing. Intechopen.com, Feb. 1, 2010.
Russell B. Wynn, et al. Autonomous Underwater Vehicles (AUVs): Their past, present and future contributions to the advancement of marine geoscience. Marine Geology, 352, 451-468, June 1, 2014.
Timnit Gebru, Jonathan Krause, Yilun Wang, and Li Fei-Fei Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States. PNAS, 114 (50), 13108-13113, Nov. 28, 2017.
Rusul Abduljabbar, Hussein Dia, Sohani Liyanage, and Saeed Asadi Bagloee. Applications of Artificial Intelligence in Transport: An Overview. Sustainability, 11, 189, 1-24, 2019.
Krzysztof Janowicz, Song Gao, Grant McKenzie, Yingjie Hu, and Budhendra Bhaduri. GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond. International Journal of Geographical Information Science, Vol. 34:4, Artificial Intelligence techniques for information discovery, 625-636, 2020.