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Researcher
Dominik Rains
Profile
Projects
Publications
Activities
Awards & Distinctions
11
Results
2022
A deep learning-based hybrid model of global terrestrial evaporation
Akash Koppa
Dominik Rains
Petra Hulsman
Rafael Poyatos
Diego Miralles
A1
Journal Article
in
NATURE COMMUNICATIONS
2022
High-resolution satellite products improve hydrological modeling in northern Italy
Lorenzo Alfieri
Francesco Avanzi
Fabio Delogu
Simone Gabellani
Giulia Bruno
Lorenzo Campo
Andrea Libertino
Christian Massari
Angelica Tarpanelli
Dominik Rains
et al.
A1
Journal Article
in
HYDROLOGY AND EARTH SYSTEM SCIENCES
2022
Sentinel-1 backscatter assimilation using support vector regression or the water cloud model at European soil moisture sites
Dominik Rains
Hans Lievens
Gabrielle J. M. De Lannoy
Matthew F. McCabe
Richard A. M. de Jeu
Diego Miralles
A1
Journal Article
in
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS
2022
Ten years of GLEAM : a review of scientific advances and applications
Mojtaba Naghdyzadegan Jahromi
Diego Miralles
Akash Koppa
Dominik Rains
Shahrokh Zand-Parsa
Hamidreza Mosaffa
Sajad Jamshidi
Bookchapter
in
Computational intelligence for water and environmental sciences
2022
2021
Global climate
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.
A1
Journal Article
in
BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
2021
2020
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
Renaud Hostache
Dominik Rains
Kaniska Mallick
Marco Chini
Ramona Pelich
Hans Lievens
Fabrizio Fenicia
Giovanni Corato
Niko Verhoest
Patrick Matgen
A1
Journal Article
in
HYDROLOGY AND EARTH SYSTEM SCIENCES
2020
Woody aboveground biomass mapping of the Brazilian savanna with a multi-sensor and machine learning approach
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.
A1
Journal Article
in
REMOTE SENSING
2020
2019
L-band brightness temperature assimilation into a distributed hydrological model : application to the Community Land Model over Australia
Dominik Rains
Niko Verhoest
Hans Lievens
Dissertation
2019
Mapping forest successional stages in the Brazilian Amazon using forest heights derived from TanDEM-X SAR interferometry
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.
A1
Journal Article
in
REMOTE SENSING OF ENVIRONMENT
2019
2018
SMOS and SMAP brightness temperature assimilation over the Murrumbidgee Basin
Dominik Rains
Gabrielle JM De Lannoy
Hans Lievens
Jeffrey P Walker
Niko Verhoest
A1
Journal Article
in
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS
2018
2017
SMOS brightness temperature assimilation into the Community Land Model
Dominik Rains
Xujun Han
Hans Lievens
Carsten Montzka
Niko Verhoest
A1
Journal Article
in
HYDROLOGY AND EARTH SYSTEM SCIENCES
2017