M. Umer Altaf

About M. Umer Altaf

M. Umer Altaf, With an exceptional h-index of 14 and a recent h-index of 10 (since 2020), a distinguished researcher at King Abdullah University of Science and Technology, specializes in the field of Data assimilation, inverse modeling, Model order reduction, Dynamical systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

Early season prediction of within-field crop yield variability by assimilating CubeSat data into a crop model

Estimation of root zone soil moisture profile by reduced-order variational data assimilation using near surface soil moisture observations

Estimation of the Key State and Parameters of Recharge Flux via Assimilation of SMAP Observations with Reduced-Adjoint Variational Data Assimilation Method

Intra-field crop yield variability by assimilating cubesat lai in the apsim crop model

Estimation of Soil Hydraulic Parameters via Surface Soil Moisture Observations with Reduce-Adjoint Variational Data Assimilation Scheme

A reduced-adjoint variational data assimilation for estimating soil moisture profile from surface soil moisture observations

Mapping groundwater abstractions from irrigated agriculture: big data, inverse modeling and a satellite-model fusion approach

M. Umer Altaf Information

University

Position

Research Scientist

Citations(all)

563

Citations(since 2020)

361

Cited By

334

hIndex(all)

14

hIndex(since 2020)

10

i10Index(all)

16

i10Index(since 2020)

11

Email

University Profile Page

King Abdullah University of Science and Technology

Google Scholar

View Google Scholar Profile

M. Umer Altaf Skills & Research Interests

Data assimilation

inverse modeling

Model order reduction

Dynamical systems

Top articles of M. Umer Altaf

Title

Journal

Author(s)

Publication Date

Early season prediction of within-field crop yield variability by assimilating CubeSat data into a crop model

Agricultural and forest meteorology

Matteo G Ziliani

Muhammad U Altaf

Bruno Aragon

Rasmus Houborg

Trenton E Franz

...

2022/2/15

Estimation of root zone soil moisture profile by reduced-order variational data assimilation using near surface soil moisture observations

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Parisa Heidary

Leila Farhadi

Muhammad Umer Altaf

2022/2/4

Estimation of the Key State and Parameters of Recharge Flux via Assimilation of SMAP Observations with Reduced-Adjoint Variational Data Assimilation Method

AGU Fall Meeting Abstracts

Parisa Heidary

Leila Farhadi

Muhammad Umer Altaf

2022/12

Intra-field crop yield variability by assimilating cubesat lai in the apsim crop model

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Matteo G Ziliani

Muhammad U Altaf

Bruno Aragon

Rasmus Houborg

Trenton E Franz

...

2022/5/30

Estimation of Soil Hydraulic Parameters via Surface Soil Moisture Observations with Reduce-Adjoint Variational Data Assimilation Scheme

AGU Fall Meeting Abstracts

Parisa Heidary

Leila Farhadi

Muhammad Altaf

2021/12

A reduced-adjoint variational data assimilation for estimating soil moisture profile from surface soil moisture observations

Parisa Heidary

Leila Farhadi

Muhammad Umer Altaf

2021/7/11

Mapping groundwater abstractions from irrigated agriculture: big data, inverse modeling and a satellite-model fusion approach

Hydrology and Earth System Sciences Discussions

Oliver Lopez

Kasper Johansen

Bruno Aragon

Ting Li

Rasmus Houborg

...

2020/2/25

See List of Professors in M. Umer Altaf University(King Abdullah University of Science and Technology)

Co-Authors

H-index: 64
Matthew F McCabe

Matthew F McCabe

King Abdullah University of Science and Technology

H-index: 43
Peter Jan van Leeuwen

Peter Jan van Leeuwen

Colorado State University

H-index: 36
A. W. Heemink

A. W. Heemink

Technische Universiteit Delft

H-index: 29
Thomas Höllt

Thomas Höllt

Universiteit Leiden

H-index: 28
Martin Verlaan

Martin Verlaan

Technische Universiteit Delft

H-index: 17
Khan Zaib Jadoon

Khan Zaib Jadoon

International Islamic University, Islamabad

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