A curated list of resources focused on Machine Learning in Geospatial Data Science.
Alessio, S.M., 2016, Digital Signal Processing and Spectral Analysis for Scientists: Springer.
Alparone, L., Aiazzi, B., Baronti, S., and Garzelli, A., 2015, Remote Sensing Image Fusion: CRC.
Hu, Z., Petoukhov, S., and He, M., 2018, Advances in Artificial Systems for Medicine and Education: Springer.
Jensen, J.R., Im, J., Hardin, P., and Jensen, R.R., 2009, Image Classification, The SAGE Handbook of Remote Sensing: London, SAGE Publications Ltd, p. 269-281.
Khorram, S., van der Wiele, C.F., Koch, F.H., Nelson, S.A.C., and Potts, M.D., 2016, Principles of Applied Remote Sensing: Springer.
Lary, D.J., Zewdie, G.K., Liu, X., Wu, D., Levetin, E., Allee, R.J., Malakar, N., Walker, A., Mussa, H., Mannino, A., and Aurin, D., 2018, [Machine Learning Applications for Earth Observation, Earth Observation Open Science and Innovation](http://dx.doi.org/ 10.1007/978-3-319-65633-5_8): Springer, ISSI Scientific Report Series, p. 165-218.
Liu, J.G., and Mason, P.J., 2016, [Image Processing and GIS for Remote Sensing: Techniques and Applications](http://dx.doi.org/ 10.1002/9781118724194): Wiley.
Manaswi, N.K., 2018, Deep Learning with Applications Using Python: Apress.
McClure, N., 2017, TensorFlow Machine Learning Cookbook: Packt.
Moser, G., and Zerubia, J., 2018, [Mathematical Models for Remote Sensing Image Processing](http://dx.doi.org/ 10.1007/978-3-319-66330-2): Springer.
Pattanayak, S., 2017, [Pro Deep Learning with TensorFlow](http://dx.doi.org/ 10.1007/978-1-4842-3096-1): Apress.
Pu, R., 2017, Hyperspectral Remote Sensing: Fundamentals and Practices: CRC Press.
Rees, W.G., 2001, Data processing, in Physical Principles of Remote Sensing: Cambridge University Press, p. 348-411.
Richards, J.A., 2013, [Remote Sensing Digital Image Analysis](http://dx.doi.org/ 10.1007/978-3-642-30062-2): Springer.
Thenkabail, P.S., 2015, Remotely Sensed Data Characterization, Classification, and Accuracies: CRC Press.
Tupin, F., Inglada, J., and Nicolas, J.-M., 2014, [Remote Sensing Imagery](http://dx.doi.org/ 10.1002/9781118899106): Wiley.
Vieira, A., and Ribeiro, B., 2018, [Image Processing](http://dx.doi.org/ 10.1007/978-1-4842-3453-2_4), in Introduction to Deep Learning Business Applications for Developers: Apress.
- Inspired by awesome-tensorflow