Bibliography#

AGA+20

M Amani, A Ghorbanian, S A Ahmadi, M Kakooei, A Moghimi, S M Mirmazloumi, S H A Moghaddam, S Mahdavi, M Ghahremanloo, S Parsian, Q Wu, and B Brisco. Google Earth Engine Cloud Computing Platform for Remote Sensing Big Data Applications: A Comprehensive Review. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 13:5326–5350, 2020. doi:10.1109/JSTARS.2020.3021052.

BWH+20

Richard Boothroyd, Richard Williams, Trevor Hoey, Brian Barrett, and Octria Prasojo. Applications of Google Earth Engine in fluvial geomorphology for detecting river channel change. WIREs Water, 1 December 2020. doi:10.1002/wat2.1496.

Cao17

Longbing Cao. Data Science: A Comprehensive Overview. ACM Comput. Surv., 50(3):1–42, 29 June 2017. doi:10.1145/3076253.

Dha13

Vasant Dhar. Data science and prediction. Communications of the ACM, 56(12):64–73, 1 December 2013. doi:10.1145/2500499.

EAT+17

Emre Eftelioglu, Reem Y Ali, Xun Tang, Yiqun Xie, Yan Li, and Shashi Shekhar. Geospatial Data Science: A Transdisciplinary Approach. Geospatial Data Science Techniques and Applications, pages 1, 2017. URL: https://bit.ly/36OYoVX.

GHD+17

Noel Gorelick, Matt Hancher, Mike Dixon, Simon Ilyushchenko, David Thau, and Rebecca Moore. Google Earth Engine: Planetary-scale geospatial analysis for everyone. Remote Sensing of Environment, 202:18–27, 1 December 2017. doi:10.1016/j.rse.2017.06.031.

Has19

Abdishakur Hassan. Location, Location, Location! in data science. 29 October 2019. Accessed: 2022-3-28. URL: https://towardsdatascience.com/location-location-location-in-data-science-fa9ebc046c95.

TSM+20

Haifa Tamiminia, Bahram Salehi, Masoud Mahdianpari, Lindi Quackenbush, Sarina Adeli, and Brian Brisco. Google Earth Engine for geo-big data applications: A meta-analysis and systematic review. ISPRS Journal of Photogrammetry and Remote Sensing, 164:152–170, 1 June 2020. doi:10.1016/j.isprsjprs.2020.04.001.

Wu20

Qiusheng Wu. geemap: A Python package for interactive mapping with Google Earth Engine. The Journal of Open Source Software, 5(51):2272, 3 July 2020. doi:10.21105/joss.02272.

WLL+19

Qiusheng Wu, Charles R Lane, Xuecao Li, Kaiguang Zhao, Yuyu Zhou, Nicholas Clinton, Ben DeVries, Heather E Golden, and Megan W Lang. Integrating LiDAR data and multi-temporal aerial imagery to map wetland inundation dynamics using Google Earth Engine. Remote Sensing of Environment, 228:1–13, 1 July 2019. doi:10.1016/j.rse.2019.04.015.

Yor17

Ventsislav Yordanov. Jupyter Notebook Shortcuts. 22 December 2017. Accessed: 2022-4-1. URL: https://towardsdatascience.com/jypyter-notebook-shortcuts-bf0101a98330.