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Researcher
Akash Koppa
Profile
Projects
Publications & Research Data
Activities
Awards & Distinctions
Patents
23
Results
2025
Universal differential equations for estimating terrestrial evaporation
Olivier Bonte
Diego Miralles
Akash Koppa
Niko Verhoest
C3
Conference
2025
2024
Climate impacts on yields in rainfed croplands : insights from atmospheric moisture and heat tracking
Hao Li
Diego Miralles
Jessica Keune
Akash Koppa
Damián Insua-Costa
Dissertation
2024
GLEAM4 : Improving global terrestrial evaporation estimates with hybrid modelling
Olivier Bonte
Diego Miralles
Akash Koppa
Oscar Baez Villanueva
Emma Tronquo
Feng Zhong
Petra Hulsman
Hylke Beck
Wouter Dorigo
Niko Verhoest
C3
Conference
2024
2023
A Lagrangian analysis of the sources of rainfall over the horn of Africa drylands
Akash Koppa
Jessica Keune
Dave A. MacLeod
Michael Singer
Raquel Nieto
Luis Gimeno
Katerina Michaelides
Rafael Rosolem
George Otieno
Abebe Tadege
et al.
A1
Journal Article
in
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
2023
Incorporating plant access to groundwater in existing global, satellite-based evaporation estimates
Petra Hulsman
Jessica Keune
Akash Koppa
Jaap Schellekens
Diego Miralles
A1
Journal Article
in
WATER RESOURCES RESEARCH
2023
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
FLEXPART–ERA-Interim simulations with 3 million parcels globally (1979–2019)
Jessica Keune
Akash Koppa
Diego Miralles
Research data
2022
Impact of drought on isoprene fluxes assessed using field data, satellite-based GLEAM soil moisture and HCHO observations from OMI
Beata Opacka
Jean-Francois Muller
Trissevgeni Stavrakou
Diego Miralles
Akash Koppa
Brianna Pagán
Mark J. Potosnak
Roger Seco
Isabelle De Smedt
Alex B. Guenther
A1
Journal Article
in
REMOTE SENSING
2022
Seasonal prediction of Horn of Africa long rains using machine learning : the pitfalls of preselecting correlated predictors
Victoria Deman
Akash Koppa
Willem Waegeman
David A. MacLeod
Michael Bliss Singer
Diego Miralles
A2
Journal Article
in
FRONTIERS IN WATER
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
The uncertain role of rising atmospheric CO2 on global plant transpiration
Sergio M. Vicente-Serrano
Diego Miralles
Nate McDowell
Tim Brodribb
Fernando Domínguez-Castro
Ruby Leung
Akash Koppa
A1
Journal Article
in
EARTH-SCIENCE REVIEWS
2022
Unraveling the origin of rainfall over Horn of Africa drylands
Akash Koppa
Jessica Keune
David A. MacLeod
Michael Singer
Diego Miralles
C3
Conference
2022
2021
A scalable earth observations‐based decision support system for hydropower planning in Africa
Akash Koppa
Mekonnen Gebremichael
Thomas M. Hopson
Emily Riddle
Jennifer Boehnert
Daniel P. Broman
A1
Journal Article
in
JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION
2021
Budyko-based long-term water and energy balance closure in global watersheds from earth observations
Akash Koppa
Sarfaraz Alam
Diego Miralles
Mekonnen Gebremichael
A1
Journal Article
in
WATER RESOURCES RESEARCH
2021
Climate hazards are threatening vulnerable migrants in Indian megacities
Vittal Hari
Suman Dharmasthala
Akash Koppa
Subhankar Karmakar
Rohini Kumar
A1
Journal Article
in
NATURE CLIMATE CHANGE
2021
Dual response of Arabian Sea cyclones and strength of Indian monsoon to Southern Atlantic Ocean
Vittal Hari
Amey Pathak
Akash Koppa
A1
Journal Article
in
CLIMATE DYNAMICS
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
Vegetation greening concurs with increases in dry season water yield over the Upper Brahmaputra River basin
Hao Li
Liu Liu
Akash Koppa
Baoying Shan
Xingcai Liu
Xiuping Li
Qiankun Niu
Lei Cheng
Diego Miralles
A1
Journal Article
in
JOURNAL OF HYDROLOGY
2021
2020
Improving the applicability of hydrologic models for food-energy-water nexus studies using remote sensing data
Akash Koppa
Mekonnen Gebremichael
A1
Journal Article
in
REMOTE SENSING
2020
2019
Multivariate calibration of large scale hydrologic models : the necessity and value of a Pareto optimal approach
Akash Koppa
Mekonnen Gebremichael
William W-G Yeh
A1
Journal Article
in
ADVANCES IN WATER RESOURCES
2019
Seasonal hydropower planning for data‐scarce regions using multimodel ensemble forecasts, remote sensing data, and stochastic programming
Akash Koppa
Mekonnen Gebremichael
Renato C. Zambon
William W.‐G. Yeh
Thomas M. Hopson
A1
Journal Article
in
WATER RESOURCES RESEARCH
2019
Spatially distributed model calibration of a highly managed hydrological system using remote sensing-derived ET data
Rike Becker
Akash Koppa
Stephan Schulz
Muhammad Usman
Tim aus der Beek
Christoph Schüth
A1
Journal Article
in
JOURNAL OF HYDROLOGY
2019
2017
Forecasting the hydroclimatic signature of the 2015/16 El Niño event on the Western United States
N. Wanders
A. Bachas
X. G. He
H. Huang
Akash Koppa
Z. T. Mekonnen
B. R. Pagán
L. Q. Peng
N. Vergopolan
K. J. Wang
et al.
A1
Journal Article
in
JOURNAL OF HYDROMETEOROLOGY
2017