Researcher
Dominik Rains
- Disciplines:Plant biology, Other environmental sciences, Animal biology, Environmental science and management, Ecology
Affiliations
- Department of Environment (Department)
Member
From1 Jan 2018 → 31 Oct 2023 - Department of Forest and water management (Department)
Member
From2 Dec 2014 → 31 Dec 2017
Publications
1 - 10 of 11
- A deep learning-based hybrid model of global terrestrial evaporation(2022)
Authors: Akash Koppa, Dominik Rains, Petra Hulsman, Rafael Poyatos, Diego Miralles
- Ten years of GLEAM : a review of scientific advances and applications(2022)Series: Studies in Computational Intelligence
Authors: Mojtaba Naghdyzadegan Jahromi, Diego Miralles, Akash Koppa, Dominik Rains, Shahrokh Zand-Parsa, Hamidreza Mosaffa, Sajad Jamshidi, Omid Bozorg-Haddad, Babak Zolghadr-Asli
Pages: 525 - 540 - High-resolution satellite products improve hydrological modeling in northern Italy(2022)
Authors: Lorenzo Alfieri, Francesco Avanzi, Fabio Delogu, Simone Gabellani, Giulia Bruno, Lorenzo Campo, Andrea Libertino, Christian Massari, Angelica Tarpanelli, Dominik Rains, et al.
Pages: 3921 - 3939 - Sentinel-1 backscatter assimilation using support vector regression or the water cloud model at European soil moisture sites(2022)
Authors: Dominik Rains, Hans Lievens, Gabrielle J. M. De Lannoy, Matthew F. McCabe, Richard A. M. de Jeu, Diego Miralles
- Global climate(2021)
Authors: Robert J. H. Dunn, F. Aldred, Nadine Gobron, John B. Miller, Kate M. Willett, M. Ades, Robert Adler, Richard, P. Allan, Rob Allan, J. Anderson, et al.
Pages: S11 - S142 - Woody aboveground biomass mapping of the Brazilian savanna with a multi-sensor and machine learning approach(2020)
Authors: Polyanna da Conceição Bispo, Pedro Rodríguez-Veiga, Barbara Zimbres, Sabrina do Couto de Miranda, Cassio Henrique Giusti Cezare, Sam Fleming, Francesca Baldacchino, Valentin Louis, Dominik Rains, Mariano Garcia, et al.
- Assimilation of Soil Moisture and Ocean Salinity (SMOS) brightness temperature into a large-scale distributed conceptual hydrological model to improve soil moisture predictions : the Murray-Darling basin in Australia as a test case(2020)
Authors: Renaud Hostache, Dominik Rains, Kaniska Mallick, Marco Chini, Ramona Pelich, Fabrizio Fenicia, Giovanni Corato, Patrick Matgen
Pages: 4793 - 4812 - Mapping forest successional stages in the Brazilian Amazon using forest heights derived from TanDEM-X SAR interferometry(2019)
Authors: Polyanna Da Conceicao Bispo, Matteo Pardini, Konstantinos P. Papathanassiou, Florian Kugler, Heiko Balzter, Dominik Rains, Joao Roberto dos Santos, Igor G. Rizaev, Kevin Tansey, Maiza Nara dos Santos, et al.
- L-band brightness temperature assimilation into a distributed hydrological model : application to the Community Land Model over Australia(2019)
Authors: Dominik Rains
- SMOS and SMAP brightness temperature assimilation over the Murrumbidgee Basin(2018)
Authors: Dominik Rains, Gabrielle JM De Lannoy, Jeffrey P Walker
Pages: 1652 - 1656