Frontiers in Remote Sensing

Original Research

Published on 02 Oct 2025

Challenging global generalizations: superior land cover mapping in Botswana with a locally trained transformer model

Tshepho Manyothwane
Gizaw Mengistu Tsidu

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1654692

1,204 views

Original Research

Published on 02 Oct 2025

AU-super: superpixel scale optimization and training data augmentation strategy for hyperspectral image classification

Yiran Wang
Lingling Li
Mingming Xu
Shanwei Liu
Muhammad Yasir
Manuel Á. Aguilar
Fernando J. Aguilar

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1685140

1,122 views

Original Research

Published on 02 Oct 2025

Multi‐Scale graph wavelet convolutional network for hyperspectral image classification

Hao Zhang
Junhua Ku
Jie Zhao

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1637820

1,185 views

Original Research

Published on 30 Sep 2025

Assessing antecedent climatic and hydrological conditions and anthropogenic impacts to drive catastrophic flooding in the northeastern United States

Aashutosh Aryal
Venkataraman Lakshmi

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1639845

1,249 views

Original Research

Published on 30 Sep 2025

Spatiotemporal monitoring in beidagang wetland using Landsat time-series images and Google Earth Engine during 2000–2022

Xinyue Zhang
Tiejun Wang
Xingxing Han

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1569617

1,298 views

Original Research

Published on 29 Sep 2025

Assessing the importance of acoustic backscatter and bottom trawling impact as predictor variables for mapping deep sea coral reefs

Christopher Berry
Vanessa Lucieer
Joanne M. Whittaker
Franziska Althaus
Alan Williams

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1650603

1,156 views

Original Research

Published on 26 Sep 2025

A simplified semi-empirical model for multifrequency seafloor backscattering angular response (ESAB)

Luciano Fonseca
Xavier Lurton
Ridha Fezzani
Marc Roche

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1619218

2,162 views

Original Research

Published on 26 Sep 2025

Sentinel-2 forest typology mapping in Central Africa: assessing deep learning and image preprocessing effects

Gaëlle Viennois
Hadrien Tulet
Paul Tresson
Pierre Ploton
Pierre Couteron
Nicolas Barbier

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1682132

1,322 views

Original Research

Published on 26 Sep 2025

HPLNet: a hierarchical perception lightweight network for road extraction

Shilin Cui
Qi Feng
Luyan Ji
Xiaowen Liu
Baofeng Guo

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1668978

1,009 views
1 citation

Technology and Code

Published on 23 Sep 2025

Turning EPIC data into science products

Marshall Sutton

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1638530

724 views

Original Research

Published on 22 Sep 2025

ConvAttentionNet: a high-performance model for efficient and accurate PolSAR data classification

Mohammed Q. Alkhatib
Ali Jamali
Avik Bhattacharya

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1680450

991 views

Original Research

Published on 19 Sep 2025

Detailed scattering contributions of different ocean water types to multiangle, polarimetric spaceborne observations in the UV-NIR regime

Matteo Ottaviani
Jacek Chowdhary

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1550120

1,316 views

Original Research

Published on 17 Sep 2025

CARP: cloud-adaptive robust prompting of vision-language models for ship classification under cloud occlusion

Haoke Zhan
Yiping Song
Xun Huang
Xiao Tan
Ting Zhang

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1662024

1,315 views

Original Research

Published on 15 Sep 2025

The role of data selection in mapping urban green and open spaces: a comparison across high and very-high resolution satellite imagery sources in two African cities

Orion S. E. Cardenas-Ritzert
Shahriar Shah Heydari
Daniel T. Rode
Steven K. Filippelli
Melinda Laituri
Melissa R. McHale
Jody C. Vogeler

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1625373

1,479 views

Editorial

Published on 15 Sep 2025

Editorial: Advancements in agricultural monitoring with AI enhanced remote sensing techniques

Yingying Dong
Wenjiang Huang
Hongmei Li
Liangxiu Han

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1664060

1,464 views

Original Research

Published on 12 Sep 2025

Intra- and inter-rater reliability in log volume estimation based on LiDAR data and shape reconstruction algorithms: a case study on poplar logs

Gabriel Osei Forkuo
Stelian Alexandru Borz

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1506838

1,090 views
1 citation

Original Research

Published on 11 Sep 2025

Long-term evolution of forest cover in the Pacific coast of Ecuador (1960–2019): a comparison of Land Use/Land Cover (LULC) remote sensing products

Valentine Sollier
Frédéric Frappart
Luc Bourrel
Thomas L. P. Couvreur
Marc Peaucelle
Solène Renaudineau
Luis Huaraca
Jean-Pierre Wigneron

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1536105

1,766 views
1 citation

Original Research

Published on 11 Sep 2025

Advanced phycocyanin detection in a south American lake using landsat imagery and remote sensing

Lien Rodríguez-López
David Francisco Bustos Usta
Iongel Duran-Llacer
Lisandra Bravo Alvarez
Luc Bourrel
Frédéric Frappart
Roberto Urrutia

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1633522

1,538 views

Original Research

Published on 10 Sep 2025

Elastic and inelastic LiDAR pulse return phenomenology in coastal underwater biological substrates

Matthieu Huot
Fraser Dalgleish
Michel Piché
Philippe Archambault

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1553026

1,170 views

Original Research

Published on 10 Sep 2025

A deep-learning framework to detect green tide from MODIS images

Weidong Zhu
Yuelin Xu
Lei Zhang
Zitao Liu
Shuai Liu
Yifei Li

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1578841

1,138 views

Original Research

Published on 09 Sep 2025

Climatology and variability of smoke aerosols from MAIAC EPIC observations over North America (2016–2024)

Myungje Choi
Alexei Lyapustin
Yujie Wang
Edward J. Hyer
Thomas F. Eck
Sergey Korkin

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1654779

1,561 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

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

3,831 views

Brief Research Report

Published on 01 Sep 2025

The relationship between directional area scattering factor and foliage clumping based on DSCOVR EPIC data over Australian TERN sites

Jan Pisek
Catherine Akinyi Odera
Angela Erb
Alexander Marshak
Yuri Knyazikhin

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1638095

977 views

Methods

Published on 01 Sep 2025

Combination of neural network models for estimating Chlorophyll-a over turbid and clear waters (CONNECT)

Manh Duy Tran
Vincent Vantrepotte
Roy El Hourany
Daniel Schaffer Ferreira Jorge
Milton Kampel
João Felipe Cardoso dos Santos
Eduardo Negri Oliveira
Rodolfo Paranhos
Cédric Jamet

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1570827

1,726 views
1 citation

152 Publications

volumes

Challenging global generalizations: superior land cover mapping in Botswana with a locally trained transformer model

AU-super: superpixel scale optimization and training data augmentation strategy for hyperspectral image classification

Multi‐Scale graph wavelet convolutional network for hyperspectral image classification

Assessing antecedent climatic and hydrological conditions and anthropogenic impacts to drive catastrophic flooding in the northeastern United States

Spatiotemporal monitoring in beidagang wetland using Landsat time-series images and Google Earth Engine during 2000–2022

Assessing the importance of acoustic backscatter and bottom trawling impact as predictor variables for mapping deep sea coral reefs

A simplified semi-empirical model for multifrequency seafloor backscattering angular response (ESAB)

Sentinel-2 forest typology mapping in Central Africa: assessing deep learning and image preprocessing effects

HPLNet: a hierarchical perception lightweight network for road extraction

Turning EPIC data into science products

ConvAttentionNet: a high-performance model for efficient and accurate PolSAR data classification

Detailed scattering contributions of different ocean water types to multiangle, polarimetric spaceborne observations in the UV-NIR regime

CARP: cloud-adaptive robust prompting of vision-language models for ship classification under cloud occlusion

The role of data selection in mapping urban green and open spaces: a comparison across high and very-high resolution satellite imagery sources in two African cities

Editorial: Advancements in agricultural monitoring with AI enhanced remote sensing techniques

Intra- and inter-rater reliability in log volume estimation based on LiDAR data and shape reconstruction algorithms: a case study on poplar logs

Long-term evolution of forest cover in the Pacific coast of Ecuador (1960–2019): a comparison of Land Use/Land Cover (LULC) remote sensing products

Advanced phycocyanin detection in a south American lake using landsat imagery and remote sensing

Elastic and inelastic LiDAR pulse return phenomenology in coastal underwater biological substrates

A deep-learning framework to detect green tide from MODIS images

Climatology and variability of smoke aerosols from MAIAC EPIC observations over North America (2016–2024)

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

The relationship between directional area scattering factor and foliage clumping based on DSCOVR EPIC data over Australian TERN sites

Combination of neural network models for estimating Chlorophyll-a over turbid and clear waters (CONNECT)