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Formatting the Landscape: Spatial conditional GAN for varying population in satellite imagery


Dec 08, 2020
Tomas Langer, Natalia Fedorova, Ron Hagensieker

* Presented as a poster at Tackling Climate Change with Machine Learning workshop at NeurIPS 2020. Code: https://github.com/LendelTheGreat/SCALAE/ 

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Pix2Streams: Dynamic Hydrology Maps from Satellite-LiDAR Fusion


Nov 15, 2020
Dolores Garcia, Gonzalo Mateo-Garcia, Hannes Bernhardt, Ron Hagensieker, Ignacio G. Lopez Francos, Jonathan Stock, Guy Schumann, Kevin Dobbs, Freddie Kalaitzis

* Work completed during the 2020 Frontier Development Lab research accelerator, a private-public partnership with NASA in the US, and ESA in Europe. Accepted as a spotlight/long oral talk at AI for Earth Sciences Workshop at NeurIPS 2020 

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Tropical Land Use Land Cover Mapping in Pará (Brazil) using Discriminative Markov Random Fields and Multi-temporal TerraSAR-X Data


Sep 22, 2017
Ron Hagensieker, Ribana Roscher, Johannes Rosentreter, Benjamin Jakimow, Björn Waske

* International Journal of Applied Earth Observation and Geoinformation, Volume 63, December 2017, Pages 244-256 

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