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Researcher
Diego Miralles
Profile
Projects
Publications
Activities
123
Results
2022
A deep learning-based hybrid model of global terrestrial evaporation
Akash Koppa
Dominik Rains
Petra Hulsman
Diego Miralles
A1
Journal Article
in
NATURE COMMUNICATIONS
2022
A unified framework to estimate the origins of atmospheric moisture and heat using Lagrangian models
Jessica Keune
Dominik Schumacher
Diego Miralles
A1
Journal Article
in
GEOSCIENTIFIC MODEL DEVELOPMENT
2022
Characterizing the response of vegetation cover to water limitation in Africa using geostationary satellites
Caglar Küçük
Diego Miralles
A1
Journal Article
in
JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS
2022
Decoupling between ecosystem photosynthesis and transpiration : a last resort against overheating
Christopher Krich
Diego Miralles
A1
Journal Article
in
ENVIRONMENTAL RESEARCH LETTERS
2022
Drought self-propagation in drylands due to land-atmosphere feedbacks
Dominik Schumacher
Jessica Keune
Diego Miralles
A1
Journal Article
in
NATURE GEOSCIENCE
2022
Drought self-propagation in drylands through moisture recycling
Jessica Keune
Dominik Schumacher
Diego Miralles
U
Conference
2022
High-resolution satellite products improve hydrological modeling in northern Italy
Dominik Rains
Diego Miralles
A1
Journal Article
in
HYDROLOGY AND EARTH SYSTEM SCIENCES
2022
Impact of drought on isoprene fluxes assessed using field data, satellite-based GLEAM soil moisture and HCHO observations from OMI
Diego Miralles
Akash Koppa
Brianna Pagán
A1
Journal Article
in
REMOTE SENSING
2022
Less-deadly heatwaves due to soil drought
Hendrik Wouters
Jessica Keune
Irina Petrova
Diego Miralles
U
Conference
2022
MSWX : global 3-hourly 0.1° bias-corrected meteorological data including near-real-time updates and forecast ensembles
Diego Miralles
A1
Journal Article
in
BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
2022
Sentinel-1 backscatter assimilation using support vector regression or the water cloud model at European soil moisture sites
Dominik Rains
Hans Lievens
Diego Miralles
A1
Journal Article
in
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS
2022
Soil drought can mitigate deadly heat stress thanks to a reduction of air humidity
Hendrik Wouters
Jessica Keune
Irina Petrova
Diego Miralles
A1
Journal Article
in
SCIENCE ADVANCES
2022
Ten years of GLEAM : a review of scientific advances and applications
Mojtaba Naghdyzadegan Jahromi
Diego Miralles
Akash Koppa
Dominik Rains
Bookchapter
in
Computational intelligence for water and environmental sciences
2022
The contribution of transpiration to precipitation over African watersheds
Jessica Keune
Diego Miralles
A1
Journal Article
in
WATER RESOURCES RESEARCH
2022
The influence of soil dry-out on the record-breaking hot 2013/2014 summer in Southeast Brazil
Diego Miralles
Hendrik Wouters
A1
Journal Article
in
SCIENTIFIC REPORTS
2022
The uncertain role of rising atmospheric CO2 on global plant transpiration
Diego Miralles
Akash Koppa
A1
Journal Article
in
EARTH-SCIENCE REVIEWS
2022
Unraveling the Origin of Rainfall over Horn of Africa Drylands
Akash Koppa
Jessica Keune
Diego Miralles
U
Conference
2022
2021
Are remote sensing evapotranspiration models reliable across South American ecoregions?
Diego Miralles
A1
Journal Article
in
WATER RESOURCES RESEARCH
2021
Biosphere-atmosphere interaction : inferring dependencies via causal graph reconstruction
Christopher Krich
Diego Miralles
Dissertation
2021
Budyko-based long-term water and energy balance closure in global watersheds from earth observations
Akash Koppa
Diego Miralles
A1
Journal Article
in
WATER RESOURCES RESEARCH
2021
Closing the water cycle from observations across scales : where do we stand?
Diego Miralles
A1
Journal Article
in
BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
2021
Contribution of the Sahel region to precipitation over the African continent
Jessica Keune
Diego Miralles
U
Conference
2021
Downwind impact of land–atmosphere interactions
Dominik Schumacher
Diego Miralles
Jessica Keune
Dissertation
2021
Drought spatiotemporal propagation via land feedbacks
Diego Miralles
Dominik Schumacher
Jessica Keune
U
Conference
2021
ERA5-Land : a state-of-the-art global reanalysis dataset for land applications
Brecht Martens
Diego Miralles
A1
Journal Article
in
EARTH SYSTEM SCIENCE DATA
2021
Evaluation of 18 satellite- and model-based soil moisture products using in situ measurements from 826 sensors
Diego Miralles
A1
Journal Article
in
HYDROLOGY AND EARTH SYSTEM SCIENCES
2021
Functional convergence of biosphere-atmosphere interactions in response to meteorological conditions
Christopher Krich
Diego Miralles
A1
Journal Article
in
BIOGEOSCIENCES
2021
Global climate
Akash Koppa
Diego Miralles
Dominik Rains
A1
Journal Article
in
BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
2021
Greening drylands despite warming consistent with carbon dioxide fertilization effect
Diego Miralles
A1
Journal Article
in
GLOBAL CHANGE BIOLOGY
2021
Hourly potential evapotranspiration at 0.1° resolution for the global land surface from 1981-present
Diego Miralles
A1
Journal Article
in
SCIENTIFIC DATA
2021
Recent increasing frequency of compound summer drought and heatwaves in Southeast Brazil
Diego Miralles
A1
Journal Article
in
ENVIRONMENTAL RESEARCH LETTERS
2021
Soil moisture signature in global weather balloon soundings
Hendrik Wouters
Diego Miralles
A1
Journal Article
in
NPJ CLIMATE AND ATMOSPHERIC SCIENCE
2021
Upgrading land-cover and vegetation seasonality in the ECMWF coupled system : verification with FLUXNET sites, METEOSAT satellite land surface temperatures, and ERA5 atmospheric reanalysis
Diego Miralles
A1
Journal Article
in
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
2021
Vegetation greening concurs with increases in dry season water yield over the Upper Brahmaputra River basin
Hao Li
Akash Koppa
Baoying Shan
Diego Miralles
A1
Journal Article
in
JOURNAL OF HYDROLOGY
2021
2020
A pan-African high-resolution drought index dataset
Diego Miralles
A1
Journal Article
in
EARTH SYSTEM SCIENCE DATA
2020
Atmospheric heat and moisture transport to energy- and water-limited ecosystems
Dominik Schumacher
Jessica Keune
Diego Miralles
A1
Journal Article
in
ANNALS OF THE NEW YORK ACADEMY OF SCIENCES
2020
Earth system data cubes unravel global multivariate dynamics
Diego Miralles
A1
Journal Article
in
EARTH SYSTEM DYNAMICS
2020
Estimating causal networks in biosphere-atmosphere interaction with the PCMCI approach
Christopher Krich
Diego Miralles
A1
Journal Article
in
BIOGEOSCIENCES
2020
Evaluating the land-surface energy partitioning in ERA5
Brecht Martens
Dominik Schumacher
Hendrik Wouters
Niko Verhoest
Diego Miralles
A1
Journal Article
in
GEOSCIENTIFIC MODEL DEVELOPMENT
2020
Global climate
Brecht Martens
Diego Miralles
A1
Journal Article
in
BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
2020
Increased control of vegetation on global terrestrial energy fluxes
Diego Miralles
Brecht Martens
A1
Journal Article
in
NATURE CLIMATE CHANGE
2020
On the use of the term 'evapotranspiration'
Diego Miralles
Editorial material
2020
Potential evaporation at eddy-covariance sites across the globe
Wouter Maes
Niko Verhoest
Diego Miralles
A1
Journal Article
in
HYDROLOGY AND EARTH SYSTEM SCIENCES
2020
Sun-induced fluorescence closely linked to ecosystem transpiration as evidenced by satellite data and radiative transfer models
Wouter Maes
Brianna Pagán
Brecht Martens
Kathy Steppe
Niko Verhoest
Diego Miralles
A1
Journal Article
in
REMOTE SENSING OF ENVIRONMENT
2020
Unraveling the influence of atmospheric evaporative demand on drought and its response to climate change
Diego Miralles
A1
Journal Article
in
WILEY INTERDISCIPLINARY REVIEWS-CLIMATE CHANGE
2020
Value of sun-induced chlorophyll fluorescence for quantifying hydrological states and fluxes : current status and challenges
Diego Miralles
Brianna Pagán
A1
Journal Article
in
AGRICULTURAL AND FOREST METEOROLOGY
2020
2019
A carbon sink-driven approach to estimate gross primary production from microwave satellite observations
Diego Miralles
A1
Journal Article
in
REMOTE SENSING OF ENVIRONMENT
2019
A precipitation recycling network to assess freshwater vulnerability : challenging the watershed convention
Jessica Keune
Diego Miralles
A1
Journal Article
in
WATER RESOURCES RESEARCH
2019
Advances in the remote sensing of terrestrial evaporation
Diego Miralles
Editorial material
2019
Amplification of mega-heatwaves through heat torrents fuelled by upwind drought
Dominik Schumacher
Jessica Keune
Diego Miralles
A1
Journal Article
in
NATURE GEOSCIENCE
2019
Atmospheric boundary layer dynamics from balloon soundings worldwide : CLASS4GL v1.0
Hendrik Wouters
Irina Petrova
Diego Miralles
A1
Journal Article
in
GEOSCIENTIFIC MODEL DEVELOPMENT
2019
Exploring the potential of satellite solar-induced fluorescence to constrain global transpiration estimates
Brianna Pagán
Wouter Maes
Brecht Martens
Diego Miralles
A1
Journal Article
in
REMOTE SENSING
2019
Global biosphere-climate interaction : a causal appraisal of observations and models over multiple temporal scales
Jeroen Claessen
Brecht Martens
Matthias Demuzere
Diego Miralles
A1
Journal Article
in
BIOGEOSCIENCES
2019
Land-atmospheric feedbacks during droughts and heatwaves : state of the science and current challenges
Diego Miralles
A1
Journal Article
in
ANNALS OF THE NEW YORK ACADEMY OF SCIENCES
2019
MSWEP V2 global 3-hourly 0.1° precipitation : methodology and quantitative assessment
Diego Miralles
A1
Journal Article
in
BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
2019
Magnitude and variability of terrestrial evaporation from satellites and climate reanalyses
Brecht Martens
Diego Miralles
Niko Verhoest
Hans Lievens
Dissertation
2019
Reviews and syntheses : turning the challenges of partitioning ecosystem evaporation and transpiration into opportunities
Diego Miralles
Wouter Maes
Rafael Poyatos lopez
A1
Journal Article
in
BIOGEOSCIENCES
2019
State of the climate in 2018 : land evaporation
Diego Miralles
Brecht Martens
A1
Journal Article
in
BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
2019
2018
A data-guided insight into global climate-vegetation dynamics
Christina Papagiannopoulou
Willem Waegeman
Diego Miralles
Dissertation
2018
Assessing the relationship between microwave vegetation optical depth and gross primary production
Diego Miralles
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
2018
Enhanced canopy growth precedes senescence in 2005 and 2010 Amazonian droughts
Diego Miralles
A1
Journal Article
in
REMOTE SENSING OF ENVIRONMENT
2018
Exploring the merging of the global land evaporation WACMOS-ET products based on local tower measurements
Brecht Martens
Diego Miralles
A1
Journal Article
in
HYDROLOGY AND EARTH SYSTEM SCIENCES
2018
Global assessment of the Standardized Evapotranspiration Deficit Index (SEDI) for drought analysis and monitoring
Diego Miralles
A1
Journal Article
in
JOURNAL OF CLIMATE
2018
Global hydro-climatic biomes identified via multitask learning
Christina Papagiannopoulou
Diego Miralles
Matthias Demuzere
Niko Verhoest
Willem Waegeman
A1
Journal Article
in
GEOSCIENTIFIC MODEL DEVELOPMENT
2018
Land evaporation
Diego Miralles
Brecht Martens
A1
Journal Article
in
BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
2018
Partitioning of evapotranspiration in remote sensing-based models
Brecht Martens
Diego Miralles
A1
Journal Article
in
AGRICULTURAL AND FOREST METEOROLOGY
2018
Potential of solar-induced chlorophyll fluorescence to estimate transpiration in a temperate forest
Diego Miralles
Wouter Maes
A1
Journal Article
in
AGRICULTURAL AND FOREST METEOROLOGY
2018
Relation between convective rainfall properties and antecedent soil moisture heterogeneity conditions in North Africa
Irina Petrova
Diego Miralles
A1
Journal Article
in
REMOTE SENSING
2018
Response to comment on 'Satellites reveal contrasting responses of regional climate to the widespread greening of Earth'
Diego Miralles
Editorial material
2018
Sensitivity of evapotranspiration components in remote sensing-based models
Diego Miralles
Brecht Martens
A1
Journal Article
in
REMOTE SENSING
2018
Soil moisture-temperature coupling in a set of land surface models
Diego Miralles
A1
Journal Article
in
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
2018
Terrestrial evaporation response to modes of climate variability
Brecht Martens
Willem Waegeman
Niko Verhoest
Diego Miralles
A1
Journal Article
in
NPJ CLIMATE AND ATMOSPHERIC SCIENCE
2018
Towards estimating land evaporation at field scales using GLEAM
Brecht Martens
Niko Verhoest
Diego Miralles
A1
Journal Article
in
REMOTE SENSING
2018
2017
A mesic maximum in biological water use demarcates biome sensitivity to aridity shifts
Diego Miralles
A1
Journal Article
in
NATURE ECOLOGY & EVOLUTION
2017
A non-linear Granger-causality framework to investigate climate-vegetation dynamics
Christina Papagiannopoulou
Diego Miralles
Stijn Decubber
Matthias Demuzere
Niko Verhoest
Willem Waegeman
A1
Journal Article
in
GEOSCIENTIFIC MODEL DEVELOPMENT
2017
Analyzing Granger causality in climate data with time series classification methods
Christina Papagiannopoulou
Stijn Decubber
Diego Miralles
Matthias Demuzere
Niko Verhoest
Willem Waegeman
P1
Conference
2017
Assimilation of global radar backscatter and radiometer brightness temperature observations to improve soil moisture and land evaporation estimates
Hans Lievens
Brecht Martens
Niko Verhoest
Diego Miralles
A1
Journal Article
in
REMOTE SENSING OF ENVIRONMENT
2017
ESA CCI soil moisture for improved earth system understanding : state-of-the art and future directions
Diego Miralles
A1
Journal Article
in
REMOTE SENSING OF ENVIRONMENT
2017
Enhanced water use efficiency in global terrestrial ecosystems under increasing aerosol loadings
Diego Miralles
A1
Journal Article
in
AGRICULTURAL AND FOREST METEOROLOGY
2017
GLEAM v3 : satellite-based land evaporation and root-zone soil moisture
Brecht Martens
Diego Miralles
Hans Lievens
Wouter Dorigo
Niko Verhoest
A1
Journal Article
in
GEOSCIENTIFIC MODEL DEVELOPMENT
2017
Global soil moisture bimodality in satellite observations and climate models
Diego Miralles
A1
Journal Article
in
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
2017
Investigating the control of ocean-atmospheric oscillations over global terrestrial evaporation using a simple supervised learning method
Brecht Martens
Diego Miralles
Willem Waegeman
Niko Verhoest
P1
Conference
2017
Land evaporation
Diego Miralles
Brecht Martens
A2
Journal Article
in
BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
2017
MSWEP : 3-hourly 0.25° global gridded precipitation (1979-2015) by merging gauge, satellite, and reanalysis data
Diego Miralles
Brecht Martens
A1
Journal Article
in
HYDROLOGY AND EARTH SYSTEM SCIENCES
2017
Observational evidence for cloud cover enhancement over western European forests
Diego Miralles
A1
Journal Article
in
NATURE COMMUNICATIONS
2017
Recent increases in terrestrial carbon uptake at little cost to the water cycle
Diego Miralles
A1
Journal Article
in
NATURE COMMUNICATIONS
2017
Relation between precipitation location and antecedent/subsequent soil moisture spatial patterns
Diego Miralles
A1
Journal Article
in
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
2017
Revisiting the contribution of transpiration to global terrestrial evapotranspiration
Diego Miralles
A1
Journal Article
in
GEOPHYSICAL RESEARCH LETTERS
2017
Satellites reveal contrasting responses of regional climate to the widespread greening of Earth
Diego Miralles
A1
Journal Article
in
SCIENCE
2017
The future of Earth observation in hydrology
Diego Miralles
Niko Verhoest
A1
Journal Article
in
HYDROLOGY AND EARTH SYSTEM SCIENCES
2017
The future of evapotranspiration : global requirements for ecosystem functioning, carbon and climate feedbacks, agricultural management, and water resources
Diego Miralles
Editorial material
2017
Vegetation anomalies caused by antecedent precipitation in most of the world
Christina Papagiannopoulou
Diego Miralles
Niko Verhoest
Mathieu Depoorter
Willem Waegeman
A1
Journal Article
in
ENVIRONMENTAL RESEARCH LETTERS
2017
Water, Energy, and Carbon with Artificial Neural Networks (WECANN) : a statistically based estimate of global surface turbulent fluxes and gross primary productivity using solar-induced fluorescence
Diego Miralles
A1
Journal Article
in
BIOGEOSCIENCES
2017
2016
Contribution of water-limited ecoregions to their own supply of rainfall
Diego Miralles
Wouter Dorigo
Niko Verhoest
A1
Journal Article
in
ENVIRONMENTAL RESEARCH LETTERS
2016
Discovering relationships in climate-vegetation dynamics using satellite data
Christina Papagiannopoulou
Diego Miralles
Mathieu Depoorter
Niko Verhoest
Wouter Dorigo
Willem Waegeman
C1
Conference
2016
Global and regional evaluation of energy for water
Diego Miralles
A1
Journal Article
in
ENVIRONMENTAL SCIENCE & TECHNOLOGY
2016
Global land evaporation
Diego Miralles
Brecht Martens
A2
Journal Article
in
BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
2016
Global-scale regionalization of hydrologic model parameters
Diego Miralles
A1
Journal Article
in
WATER RESOURCES RESEARCH
2016
Improving terrestrial evaporation estimates over continental Australia through assimilation of SMOS soil moisture
Brecht Martens
Diego Miralles
Hans Lievens
Niko Verhoest
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
2016
Multi-decadal trends in global terrestrial evapotranspiration and its components
Diego Miralles
A1
Journal Article
in
SCIENTIFIC REPORTS
2016
The GEWEX LandFlux project : evaluation of model evaporation using tower-based and globally gridded forcing data
Diego Miralles
A1
Journal Article
in
GEOSCIENTIFIC MODEL DEVELOPMENT
2016
The WACMOS-ET project, part 1 : tower-scale evaluation of four remote-sensing-based evapotranspiration algorithms
Diego Miralles
Brecht Martens
A1
Journal Article
in
HYDROLOGY AND EARTH SYSTEM SCIENCES
2016
The WACMOS-ET project, part 2 : evaluation of global terrestrial evaporation data sets
Diego Miralles
Brecht Martens
A1
Journal Article
in
HYDROLOGY AND EARTH SYSTEM SCIENCES
2016
2015
A test of an optimal stomatal conductance scheme within the CABLE land surface model
Diego Miralles
A1
Journal Article
in
GEOSCIENTIFIC MODEL DEVELOPMENT
2015
Agriculture intensifies soil moisture decline in Northern China
Diego Miralles
A1
Journal Article
in
SCIENTIFIC REPORTS
2015
An observation-constrained multi-physics WRF ensemble for simulating European mega heat waves
Diego Miralles
A1
Journal Article
in
GEOSCIENTIFIC MODEL DEVELOPMENT
2015
Evapotranspiration in Northern Eurasia : impact of forcing uncertainties on terrestrial ecosystem model estimates
Diego Miralles
A1
Journal Article
in
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
2015
Reconciling spatial and temporal soil moisture effects on afternoon rainfall
Diego Miralles
A1
Journal Article
in
NATURE COMMUNICATIONS
2015
Wavelet correlations to reveal multiscale coupling in geophysical systems
Diego Miralles
A1
Journal Article
in
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
2015
2014
El Niño–La Niña cycle and recent trends in continental evaporation
Diego Miralles
Martinus van den Berg
Niko Verhoest
A1
Journal Article
in
NATURE CLIMATE CHANGE
2014
Fifty years since Monteith's 1965 seminal paper: the emergence of global ecohydrology
Diego Miralles
A1
Journal Article
in
ECOHYDROLOGY
2014
Land-surface controls on afternoon precipitation diagnosed from observational data : uncertainties and confounding factors
Diego Miralles
A1
Journal Article
in
ATMOSPHERIC CHEMISTRY AND PHYSICS
2014
Mega-heatwave temperatures due to combined soil desiccation and atmospheric heat accumulation
Diego Miralles
A1
Journal Article
in
NATURE GEOSCIENCE
2014
Response of evapotranspiration and water availability to the changing climate in Northern Eurasia
Diego Miralles
A1
Journal Article
in
CLIMATIC CHANGE
2014
2013
Benchmark products for land evapotranspiration : LandFlux-EVAL multi-data set synthesis
Diego Miralles
A1
Journal Article
in
HYDROLOGY AND EARTH SYSTEM SCIENCES
2013
Global patterns in base flow index and recession based on streamflow observations from 3394 catchments
Diego Miralles
A1
Journal Article
in
WATER RESOURCES RESEARCH
2013
Response of evapotranspiration and water availability to changing climate and land cover on the Mongolian Plateau during the 21st century
Diego Miralles
A1
Journal Article
in
GLOBAL AND PLANETARY CHANGE
2013
2012
Soil moisture-temperature coupling : a multiscale observational analysis
Diego Miralles
A1
Journal Article
in
GEOPHYSICAL RESEARCH LETTERS
2012
2011
Global land-surface evaporation estimated from satellite-based observations
Diego Miralles
A1
Journal Article
in
HYDROLOGY AND EARTH SYSTEM SCIENCES
2011
Magnitude and variability of land evaporation and its components at the global scale
Diego Miralles
A1
Journal Article
in
HYDROLOGY AND EARTH SYSTEM SCIENCES
2011
2010
A quasi-global evaluation system for satellite-based surface soil moisture retrievals
Diego Miralles
A1
Journal Article
in
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
2010
Estimating spatial sampling errors in coarse-scale soil moisture estimates derived from point-scale observations
Diego Miralles
A1
Journal Article
in
JOURNAL OF HYDROMETEOROLOGY
2010
Global canopy interception from satellite observations
Diego Miralles
A1
Journal Article
in
Journal of Geophysical Research
2010