Jordi Muñoz-Marí

Jordi Muñoz-Marí

Universidad de Valencia

H-index: 40

Europe-Spain

About Jordi Muñoz-Marí

Jordi Muñoz-Marí, With an exceptional h-index of 40 and a recent h-index of 31 (since 2020), a distinguished researcher at Universidad de Valencia, specializes in the field of Machine Learning, Digital Signal Processing, Kernel Methods, SVM, Neural Networks.

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

Leveraging Crowd-sourced Biodiversity Data for an Enhanced Plant Functional Trait Mapping

Advancements in Medicanes Tracking and Forecasting Using Artificial Intelligence

Physics-Aware Machine Learning for Carbon Fluxes at High Spatio-Temporal Resolution and Scales

Assessing the Impact of Using Short Videos for Teaching at Higher Education: Empirical evidence from log-files in a Learning Management System

Interpretable long short-term memory networks for crop yield estimation

Improved forecasting of extreme hurricane events by integrating spatio-temporal CNN-RF learning of tropical cyclone characteristics

Estimation of vegetation traits with kernel NDVI

An AI hybrid predictive tool for extreme hurricane forecasting

Jordi Muñoz-Marí Information

University

Position

Professor. Electronic Engineering Department

Citations(all)

8395

Citations(since 2020)

4743

Cited By

5500

hIndex(all)

40

hIndex(since 2020)

31

i10Index(all)

74

i10Index(since 2020)

56

Email

University Profile Page

Universidad de Valencia

Google Scholar

View Google Scholar Profile

Jordi Muñoz-Marí Skills & Research Interests

Machine Learning

Digital Signal Processing

Kernel Methods

SVM

Neural Networks

Top articles of Jordi Muñoz-Marí

Title

Journal

Author(s)

Publication Date

Leveraging Crowd-sourced Biodiversity Data for an Enhanced Plant Functional Trait Mapping

Alvaro Moreno-Martínez

Jordi Muñoz-Marí

Jose E Adsuara

Benjamin Dechant

Jens Katge

...

2024/3/7

Advancements in Medicanes Tracking and Forecasting Using Artificial Intelligence

Javier Martinez-Amaya

Veronica Nieves

Jordi Muñoz-Marí

2024/3/7

Physics-Aware Machine Learning for Carbon Fluxes at High Spatio-Temporal Resolution and Scales

EGU General Assembly Conference Abstracts

Álvaro Moreno-Martínez

Laura Martínez-Ferrer

Jordi Muñoz-Marí

Emma Izquierdo-Verdiguier

John S Kimball

...

2023/5

Assessing the Impact of Using Short Videos for Teaching at Higher Education: Empirical evidence from log-files in a Learning Management System

IEEE Revista Iberoamericana de Tecnologias del Aprendizaje

Valero Laparra

Adrián Pérez-Suay

María Piles

Jordi Muñoz-Marí

Julia Amorós

...

2023/8/2

Interpretable long short-term memory networks for crop yield estimation

IEEE Geoscience and Remote Sensing Letters

Anna Mateo-Sanchis

Jose E Adsuara

Maria Piles

Jordi Munoz-Marí

Adrian Perez-Suay

...

2023/2/10

Improved forecasting of extreme hurricane events by integrating spatio-temporal CNN-RF learning of tropical cyclone characteristics

Frontiers in Earth Science

Javier Martinez-Amaya

Nicolas Longépé

Veronica Nieves

Jordi Muñoz-Marí

2023/7/20

Estimation of vegetation traits with kernel NDVI

ISPRS Journal of Photogrammetry and Remote Sensing

Qiang Wang

Álvaro Moreno-Martínez

Jordi Muñoz-Marí

Manuel Campos-Taberner

Gustau Camps-Valls

2023/1/1

An AI hybrid predictive tool for extreme hurricane forecasting

EGU General Assembly Conference Abstracts

Javier Martinez Amaya

Cristina Radin

Veronica Nieves

Nicolas Longépé

Jordi Muñoz-Marí

2023/5

Gaussian Processes for vegetation traits global mapping

EGU General Assembly Conference Abstracts

Laura Martínez-Ferrer

Álvaro Moreno-Martínez

Jordi Muñoz-Marí

Hanna Meyer

Marvin Ludwig

...

2023/5

Enhanced and gap-free Sentinel-2 reflectance data at vast scales with GEE

EGU General Assembly Conference Abstracts

Emma Izquierdo-Verdiguier

Álvaro Moreno-Martínez

Jordi Muñoz-Mari

Nicolas Clinton

Francesco Vuolo

...

2023/5

Motivation and Acceptation Model para herramientas tecnológicas en el ámbito universitario

Jose E Adsuara Fuster

Adrián Pérez-Suay

Ana B Ruescas

Alvaro Moreno-Martínez

Miguel Ángel Fernández-Torres

...

2023/10/6

Fomento del razonamiento crítico mediante la evaluación cruzada: estudio de casos en asignaturas de ciencias

Ana Ruescas

Roberto Fernandez-Morán

María Moreno-Llácer

Miguel Fernández-Torres

Julia Amorós-López

...

2022/10/28

Retrieval of Physical Parameters With Deep Structured Kernel Regression

IEEE Transactions on Geoscience and Remote Sensing

Gustau Camps-Valls

Manuel Campos-Taberner

Valero Laparra

Luca Martino

Jordi Muñoz-Marí

2022/10/4

Quantifying uncertainty in high resolution biophysical variable retrieval with machine learning

Remote Sensing of Environment

Laura Martínez-Ferrer

Álvaro Moreno-Martínez

Manuel Campos-Taberner

Francisco Javier García-Haro

Jordi Muñoz-Marí

...

2022/10/1

Learning Causal Representations with Granger PCA

Gherardo Varando

Miguel-Ángel Fernández-Torres

Jordi Muñoz-Marí

Gustau Camps-Valls

2022/8

Learning About Student Performance from Moodle Logs in a Higher Education Context

Adrián Pérez-Suay

Steven Van Vaerenbergh

Maria Piles

Valero Laparra

Ana Belen Pascual Venteo

...

2022/11/16

Grado en Ciencia de Datos

Jose Oriol Moreno Usó

Valero Laparra Pérez-Muelas

Jordi Muñoz Marí

2022/7

Herramientas y recursos de motivación online para actividades en clase

In-Red 2022-VIII Congreso Nacional de Innovación Educativa y Docencia en Red

Jose E Adsuara

Roberto Fernandez-Moran

Luis Gómez-Chova

Valero Laparra

Ana Belén Ruescas Orient

...

2022/10/28

Autocorrelation metrics to estimate soil moisture persistence from satellite time series: application to semiarid regions

IEEE Transactions on Geoscience and Remote Sensing

María Piles

Jordi Muñoz-Marí

Alicia Guerrero-Curieses

Gustau Camps-Valls

José Luis Rojo-Álvarez

2021/2/25

Upscaling plant traits to ecosystem level: blending local biodiversity, global traits databases, and remote sensing data.

EGU General Assembly Conference Abstracts

Álvaro Moreno-Martínez

Jose E Adsuara

Jordi Muñoz-Marí

Emma Izquierdo-Verdiguier

Jens Katge

...

2021/4

See List of Professors in Jordi Muñoz-Marí University(Universidad de Valencia)

Co-Authors

H-index: 104
Lorenzo Bruzzone

Lorenzo Bruzzone

Università degli Studi di Trento

H-index: 94
Antonio Plaza

Antonio Plaza

Universidad de Extremadura

H-index: 89
Gustau Camps-Valls

Gustau Camps-Valls

Universidad de Valencia

H-index: 71
Luis Guanter

Luis Guanter

Universidad Politécnica de València

H-index: 65
Devis Tuia

Devis Tuia

École Polytechnique Fédérale de Lausanne

H-index: 53
Sancho Salcedo-Sanz

Sancho Salcedo-Sanz

Universidad de Alcalá

academic-engine