Frontiers in Remote Sensing | Data Fusion and Assimilation

Original Research

Accepted on 15 Oct 2025

Residual State-Space Networks with Cross-Scale Fusion for Efficient Underwater Vision Reconstruction

in Data Fusion and Assimilation

Nei Xiong
Yuhan ZHANG

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1703239

131 views

Original Research

Published on 10 Oct 2025

Dynamic estimation of maize leaf area index and improvement of critical nitrogen concentration curve based on multi-feature fusion of unmanned aerial vehicle images

in Data Fusion and Assimilation

Shilong Miao
Xianyue Li
Haibin Shi
Jianwen Yan
Shijie Ding

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1614958

462 views

Original Research

Published on 03 Sep 2025

Artificial intelligence for groundwater recharge prediction in an arid region: application of tabular deep learning models in the Feija Basin, Morocco

in Data Fusion and Assimilation

Abdessamad Elmotawakkil
Adil Moumane
Assia Zahi
Abdelkhalik Sadiki
Jamal Al Karkouri
Mouhcine Batchi
Suraj Kumar Bhagat
Tiyasha Tiyasha
Nourddine Enneya

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1622360

2,565 views

Original Research

Published on 18 Aug 2025

Monitoring harmful algae blooms in Darlings Lake, New Brunswick, using K-means clustering of multi-spectral imagery

in Data Fusion and Assimilation

Catherine Evans
Romina Gehrmann
Christopher Greene
Sarah Blenis
Roxanne MacKinnon
Jason Newport
Sarah Vela
Matthew Smith
Zahra Sadeghi
Stan Matwin

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1633491

2,041 views

Review

Published on 24 Jun 2025

Optimizing integration techniques for UAS and satellite image data in precision agriculture — a review

in Data Fusion and Assimilation

Aliasghar Bazrafkan
C. Igathinathane
Nonoy Bandillo
Paulo Flores

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1622884

3,476 views
3 citations

Original Research

Published on 12 May 2025

The utility of dynamic forest structure from GEDI lidar fusion in tropical mammal species distribution models

in Data Fusion and Assimilation

Patrick Burns
Zaneta Kaszta
Samuel A. Cushman
Jedediah F. Brodie
Christopher R. Hakkenberg
Patrick Jantz
Mairin Deith
Matthew Scott Luskin
James G. C. Ball
Jayasilan Mohd-Azlan

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1563430

3,635 views

Original Research

Published on 21 Mar 2025

Choosing blocks for spatial cross-validation: lessons from a marine remote sensing case study

in Data Fusion and Assimilation

Andy Stock

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1531097

3,283 views
5 citations

Original Research

Published on 30 Jan 2025

Wildfire indicators modeling for reserved forest of Vellore district (Tamil Nadu, India)

in Data Fusion and Assimilation

Yara EzAl Deen Sultan
Kanni Raj Arumugam Pillai
Archana Sharma

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1518539

2,824 views
2 citations

Original Research

Published on 13 Jan 2025

Soil moisture retrieval over agricultural region through machine learning and sentinel 1 observations

in Data Fusion and Assimilation

Deepanshu Lakra
Shobhit Pipil
Prashant K. Srivastava
Suraj Kumar Singh
Manika Gupta
Rajendra Prasad

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1513620

3,496 views
2 citations

Original Research

Published on 25 Nov 2024

Canopy height mapping in French Guiana using multi-source satellite data and environmental information in a U-Net architecture

in Data Fusion and Assimilation

Kamel Lahssini
Nicolas Baghdadi
Guerric le Maire
Ibrahim Fayad
Ludovic Villard

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1484900

2,454 views
2 citations

Original Research

Published on 16 Jul 2024

Summarizing multiple aspects of triple collocation analysis in a single diagram

in Data Fusion and Assimilation

Leong Wai Siu
Xubin Zeng
Armin Sorooshian
Brian Cairns
Richard A. Ferrare
Johnathan W. Hair
Chris A. Hostetler
David Painemal
Joseph S. Schlosser

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1395442

1,958 views
1 citation

Correction

Published on 19 Mar 2024

Corrigendum: A global implementation of the rural access index

in Data Fusion and Assimilation

Guilherme Iablonovski
Eamon Drumm
Grayson Fuller
Guillaume Lafortune

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1397999

906 views

Data Report

Published on 07 Mar 2024

A global implementation of the rural access index

in Data Fusion and Assimilation

Guilherme Iablonovski
Eamon Drumm
Grayson Fuller
Guillaume Lafortune

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1375476

4,703 views
3 citations

Correction

Published on 17 Jan 2024

Corrigendum: An operational approach to near real time global high resolution mapping of the terrestrial human footprint

in Data Fusion and Assimilation

Francis Gassert
Oscar Venter
James E. M. Watson
Steven P. Brumby
Joseph C. Mazzariello
Scott C. Atkinson
Samantha Hyde

Frontiers in Remote Sensing

doi 10.3389/frsen.2023.1359181

1,588 views

Data Report

Published on 27 Nov 2023

An operational approach to near real time global high resolution mapping of the terrestrial Human Footprint

in Data Fusion and Assimilation

Francis Gassert
Oscar Venter
James E. M. Watson
Steven P. Brumby
Joseph C. Mazzariello
Scott C. Atkinson
Samantha Hyde

Frontiers in Remote Sensing

doi 10.3389/frsen.2023.1130896

9,260 views
9 citations

Technology and Code

Published on 13 Sep 2023

A reproducible and replicable approach for harmonizing Landsat-8 and Sentinel-2 images

in Data Fusion and Assimilation

Rennan de Freitas Bezerra Marujo
Felipe Menino Carlos
Raphael Willian da Costa
Jeferson de Souza Arcanjo
José Guilherme Fronza
Anderson Reis Soares
Gilberto Ribeiro de Queiroz
Karine Reis Ferreira

Frontiers in Remote Sensing

doi 10.3389/frsen.2023.1254242

2,947 views
2 citations