Leaderboards/Environmental Monitoring and Data Management

Environmental Monitoring and Data Management

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Haowen Xu
Oak Ridge National Laboratory
2
Kaisa Kraft
Finnish Environment Institute
3
В.Л. Мартынов
Admiral Makarov State University of Maritime and Inland Shipping
4
Bente Vollstedt
Christian-Albrechts-Universität zu Kiel
5
Taher Chegini
Purdue University West Lafayette
6
Codruț‐Andrei Diaconu
Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)
7
Mohammad D. Ashkezari
University of Washington
8
Lennart Schmidt
Helmholtz Centre for Environmental Research
9
Irene Garcia‐Martí
Royal Netherlands Meteorological Institute
10
В.Л. Мартынов
Unknown

Rising Stars Papers

1
Generative AI as a Pillar for Predicting 2D and 3D Wildfire Spread: Beyond Physics-Based Models and Traditional Deep Learning
Fire|2025
11 cit.
2
A Scale‐Adaptive Urban Hydrologic Framework: Incorporating Network‐Level Storm Drainage Pipes Representation
Water Resources Research|2025
7 cit.
3
Uncertainty-Aware Learning With Label Noise for Glacier Mass Balance Modeling
IEEE Geoscience and Remote Sensing Letters|2024
5 cit.
4
SWMManywhere: A workflow for generation and sensitivity analysis of synthetic urban drainage models, anywhere
Environmental Modelling & Software|2025
5 cit.
5
Monitoring cyanobacteria blooms with complementary measurements – a similar story told using high-throughput imaging, optical sensors, light microscopy, and satellite-based methods
Harmful Algae|2025
5 cit.
6
Explainable AI for Multivariate Time Series Pattern Exploration: Latent Space Visual Analytics With Temporal Fusion Transformer and Variational Autoencoders in Power Grid Event Diagnosis
IEEE Access|2025
3 cit.
7
Advancing Data Quality Assurance with Machine Learning: A Case Study on Wind Vane Stalling Detection
Atmosphere|2025
2 cit.
8
SWMManywhere: Synthesise Urban Drainage Network Models Anywhere in the World
The Journal of Open Source Software|2025
1 cit.
9
DL4GAM: A Multi‐Modal Deep Learning‐Based Framework for Glacier Area Monitoring, Trained and Validated on the European Alps
Earth and Space Science|2025
1 cit.
10
Hydroacoustic communications in the field of countering underwater robots
Informatization and communication|2024
0 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
C. Cotel
Université de Strasbourg
2
Marie‐Françoise Gerard
Teratech Components (United Kingdom)
3
Naomi Mazzilli
Université d'Avignon et des Pays de Vaucluse
4
C. Batiot
Centre National de la Recherche Scientifique
5
Stephan Audry
Université Toulouse III - Paul Sabatier
6
I. Bouzou Moussa
University of N'Djamena
7
Agnès Rivière
Université Sorbonne Nouvelle
8
N. Dorfliger
Bureau de Recherches Géologiques et Minières
9
Caroline Le Bouteiller
Institut des Géosciences de l'Environnement
10
Alexandra Arènes
Manchester School of Architecture

Emerging Leaders Papers

1
Statistical modeling of sediment supply in torrent catchments of the northern French Alps
Natural hazards and earth system sciences|2023
8 cit.
2
Probing the exchange of CO <sub>2</sub> and O <sub>2</sub> in the shallow critical zone during weathering of marl and black shale
Earth Surface Dynamics|2024
6 cit.
3
Water temperature dynamics in a headwater forest stream: Contrasting climatic, anthropic and geological conditions create thermal mosaic of aquatic habitats
PLoS ONE|2023
5 cit.
4
Numerical Assessment of Groundwater Flowpaths below a Streambed in Alluvial Plains Impacted by a Pumping Field
Water|2022
2 cit.
5
Terra Forma Speculative Mapping
FOOTPRINT|2024
1 cit.
6
Statistical Modelling of Sediment Supply in Torrent Catchments of the Northern French Alps
E3S Web of Conferences|2023
0 cit.
7
Integrating Data into Hydrogeophysical Models to Unveil Fluxes and River Interactions: Insights from the Orgeval Critical Zone Observatory
ARPHA Conference Abstracts|2025
0 cit.
8
Water Temperatures Across All Compartments of the Critical Zone in the Context of Global Change: Application to the Seine Hydrosystem
ARPHA Conference Abstracts|2025
0 cit.
9
3D near-surface geophysics and geostatistics for heterogeneities characterization and water table monitoring on the Orgeval critical zone observatory
Unknown Journal|2026
0 cit.
10
Assessing long-term variability in daily river water temperature in the Seine Basin, including the Paris metropolitan area
Unknown Journal|2026
0 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Rasmus Bro
University of Copenhagen
2
Kirk Martinez
University of Southampton
3
Jonathan L. Goodall
University of Virginia
4
Andrew Hughes
British Geological Survey
5
Stanford B. Hooker
Goddard Space Flight Center
6
İbrahim Demir
Tulane University
7
Robert J. Brunner
University of Illinois Urbana-Champaign
8
Karsten Bolding
Bolding & Bruggeman
9
Ilya Zaslavsky
San Diego Supercomputer Center
10
David A. Siegel
University of California, Santa Barbara

Current Senior Leaders Papers

1
Principal component analysis
Analytical Methods|2014
2.9k cit.
2
PARAFAC. Tutorial and applications
Chemometrics and Intelligent Laboratory Systems|1997
2.8k cit.
3
Characterizing dissolved organic matter fluorescence with parallel factor analysis: a tutorial
Limnology and Oceanography Methods|2008
2.8k cit.
4
Tracing dissolved organic matter in aquatic environments using a new approach to fluorescence spectroscopy
Marine Chemistry|2003
2k cit.
5
Fluorescence spectroscopy and multi-way techniques. PARAFAC
Analytical Methods|2013
2k cit.
6
A new efficient method for determining the number of components in PARAFAC models
Journal of Chemometrics|2003
1.3k cit.
7
The N-way Toolbox for MATLAB
Chemometrics and Intelligent Laboratory Systems|2000
1.2k cit.
8
OpenFluor– an online spectral library of auto-fluorescence by organic compounds in the environment
Analytical Methods|2013
1.1k cit.
9
Vertical distribution of phytoplankton communities in open ocean: An assessment based on surface chlorophyll
Journal of Geophysical Research Atmospheres|2006
977 cit.
10
A fast non-negativity-constrained least squares algorithm
Journal of Chemometrics|1997
876 cit.

Indexing Environmental Monitoring and Data Management Reagents

Citation data for reagents in this field is currently compiling.