Research Explorer

Your browser does not support JavaScript or JavaScript is not enabled. Without JavaScript some functions of this webapplication may be disabled or cause error messages. To enable JavaScript, please consult the manual of your browser or contact your system administrator.

Researcher

Dominik Rains

Awards & Distinctions

13 Results

2024

A digital twin of the terrestrial water cycle : a glimpse into the future through high-resolution Earth observations

Luca BroccaSilvia BarbettaStefania CamiciLuca CiabattaJacopo DariPaolo FilippucciChristian MassariSara ModanesiAngelica TarpanelliBianca Bonaccorsi et al.

A2 Journal Article in FRONTIERSE IN SCIENCE

High-resolution (1 km) all-sky net radiation over Europe enabled by the merging of land surface temperature retrievals from geostationary and polar-orbiting satellites

Dominik RainsIsabel TrigoEmanuel DutraSofia ErmidaDarren GhentPetra HulsmanJose Gómez-DansDiego Miralles

A1 Journal Article in EARTH SYSTEM SCIENCE DATA

2022

A deep learning-based hybrid model of global terrestrial evaporation

Akash KoppaDominik RainsPetra HulsmanRafael PoyatosDiego Miralles

A1 Journal Article in NATURE COMMUNICATIONS

High-resolution satellite products improve hydrological modeling in northern Italy

Lorenzo AlfieriFrancesco AvanziFabio DeloguSimone GabellaniGiulia BrunoLorenzo CampoAndrea LibertinoChristian MassariAngelica TarpanelliDominik Rains et al.

A1 Journal Article in HYDROLOGY AND EARTH SYSTEM SCIENCES

Sentinel-1 backscatter assimilation using support vector regression or the water cloud model at European soil moisture sites

Dominik RainsHans LievensGabrielle J. M. De LannoyMatthew F. McCabeRichard A. M. de JeuDiego Miralles

A1 Journal Article in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS

Ten years of GLEAM : a review of scientific advances and applications

Mojtaba Naghdyzadegan JahromiDiego MirallesAkash KoppaDominik RainsShahrokh Zand-ParsaHamidreza MosaffaSajad Jamshidi

Bookchapter in Computational intelligence for water and environmental sciences

2021

Robert J. H. DunnF. AldredNadine GobronJohn B. MillerKate M. WillettM. AdesRobert AdlerRichard, P. AllanRob AllanJ. Anderson et al.

A1 Journal Article in BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

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 HostacheDominik RainsKaniska MallickMarco ChiniRamona PelichHans LievensFabrizio FeniciaGiovanni CoratoNiko VerhoestPatrick Matgen

A1 Journal Article in HYDROLOGY AND EARTH SYSTEM SCIENCES

Woody aboveground biomass mapping of the Brazilian savanna with a multi-sensor and machine learning approach

Polyanna da Conceição BispoPedro Rodríguez-VeigaBarbara ZimbresSabrina do Couto de MirandaCassio Henrique Giusti CezareSam FlemingFrancesca BaldacchinoValentin LouisDominik RainsMariano Garcia et al.

A1 Journal Article in REMOTE SENSING

2019

L-band brightness temperature assimilation into a distributed hydrological model : application to the Community Land Model over Australia

Dominik RainsNiko VerhoestHans Lievens

Mapping forest successional stages in the Brazilian Amazon using forest heights derived from TanDEM-X SAR interferometry

Polyanna Da Conceicao BispoMatteo PardiniKonstantinos P. PapathanassiouFlorian KuglerHeiko BalzterDominik RainsJoao Roberto dos SantosIgor G. RizaevKevin TanseyMaiza Nara dos Santos et al.

A1 Journal Article in REMOTE SENSING OF ENVIRONMENT

2018

SMOS and SMAP brightness temperature assimilation over the Murrumbidgee Basin

Dominik RainsGabrielle JM De LannoyHans LievensJeffrey P WalkerNiko Verhoest

A1 Journal Article in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS

2017

SMOS brightness temperature assimilation into the Community Land Model

Dominik RainsXujun HanHans LievensCarsten MontzkaNiko Verhoest

A1 Journal Article in HYDROLOGY AND EARTH SYSTEM SCIENCES