Remote Sensing

Uncertainty in Remote Sensing Image Analysis (Second Edition)

edited by Penglin Zhang,

and

submission deadline 28 Feb 2026 | 2 articles | Viewed by 5441 | Submission Open

Keywords: image processing and uncertainty analysis; uncertainty in remote sensing applications; uncertainty quantification; uncertainty suppression/control; error or uncertainty modeling; process or mechanism of uncertainty propagation; data quality; reliability; the impact of uncertainty on decision making; geospatial statistics

(This special issue belongs to the Section Remote Sensing Image Processing)

Study on Hydrological Hazards Based on Multi-Source Remote Sensing

edited by Jun Zhang, Shaonan Zhu and

Qiang Dai

submission deadline 28 Feb 2026 | 3 articles | Viewed by 4735 | Submission Open

Keywords: multi-source remote sensing; hydrological hazards; flood monitoring; drought assessment; landslide risk; remote sensing data fusion; machine learning; climate change

(This special issue belongs to the Section Environmental Remote Sensing)

State of the Art of GNSS and SAR/InSAR Techniques for Geomatic Applications

edited by Claudia Pipitone and

Gino Dardanelli

submission deadline 28 Feb 2026 | 2 articles | Viewed by 4608 | Submission Open

Keywords: geomatic applications; SAR/InSAR; GNSS time series; deformation analysis; fault/crustal property; active tectonics; multi-source data integration; seismic activities; stability modeling; time series analysis; landslides; hazard mapping

(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)

Advanced Artificial Intelligence and Deep Learning for Remote Sensing (3rd Edition)

edited by

Zhenming Peng

,

Zhengzhou Li

and Yimian Dai

submission deadline 28 Feb 2026 | 4 articles | Viewed by 4117 | Submission Open

Keywords: object detection; artificial intelligence; deep learning; scene reconstruction; scene perception; data mining; change detection; object recognition

(This special issue belongs to the Section Remote Sensing Image Processing)

Advances in Artificial Intelligence (AI) and Deep Learning (DL) in UAV-Based Remote Sensing

edited by

Michal Aibin

and Ryan Rad

submission deadline 28 Feb 2026 | 3 articles | Viewed by 3868 | Submission Open

Keywords: artificial intelligence; deep learning; UAV remote sensing; object detection; semantic segmentation; environmental monitoring; precision agriculture; 3D reconstruction; real-time analytics; multi-sensor integration

(This special issue belongs to the Section AI Remote Sensing)

Advanced Satellite Earth Observing Technologies for Weather and Climate Resilience

edited by

,

,

,

and Longjiang Li

submission deadline 28 Feb 2026 | 2 articles | Viewed by 3617 | Submission Open

Keywords: satellite Earth observations; GNSS atmospheric monitoring; International GNSS Service data and products; severe weather forecasting; climate risks assessment; environmental monitoring; numerical weather prediction model; artificial intelligence (AI)-empowered climate model; GNSS tropospheric tomography; miscellaneous advanced methodologies and applications

(This special issue belongs to the Section Atmospheric Remote Sensing)

Observations of Atmospheric and Oceanic Processes by Remote Sensing

edited by

Jinpeng Zhang

,

Xi Zhang

, Xiaofeng Zhao and

Weimin Huang

submission deadline 28 Feb 2026 | 5 articles | Viewed by 3373 | Submission Open

Keywords: ocean– atmosphere interaction; atmospheric processes; oceanic monitoring; climate change monitoring; microwave remote sensing; satellite observations; observation methods; observation instruments; artificial intelligence in remote sensing; emerging remote sensing technologies

(This special issue belongs to the Section Ocean Remote Sensing)

Coastal and Marine Monitoring and Restoration Mapping Using UAS and Remote Sensing Systems

edited by

Niall Burnside

,

Jonathan Dale

and Matthew Brolly

submission deadline 28 Feb 2026 | 3 articles | Viewed by 3346 | Submission Open

Keywords: UAVs; remote sensing; blue carbon; coastal vegetated systems; saltmarsh; seagrass; kelp; marine mammals; birds

(This special issue belongs to the Section Ocean Remote Sensing)

Advances in Detection-Oriented Multi-Sensor Fusion Beyond the Visible Spectrum

edited by

Liangliang Li

,

Zhenming Peng

, Yimian Dai, Fei Zhou and Xingchen Zhang

submission deadline 28 Feb 2026 | 2 articles | Viewed by 3018 | Submission Open

Keywords: image fusion; target detection; anomaly detection; change detection; SAR

(This special issue belongs to the Section Remote Sensing Image Processing)

Deep Learning for Multi-Source Remote Sensing Image Interpretation: Exploring, Rethinking, and Limiting Breakthroughs

edited by

Xin Zhang

, Xueyao Hu, Yang Li,

Fernando José Aguilar

and

Muhammad Yasir

submission deadline 28 Feb 2026 | 4 articles | Viewed by 2845 | Submission Open

Keywords: multi-source remote sensing image processing; remote sensing image generation; multimodal remote sensing image interpretation model; target characteristic analysis; radar signal processing; new task dataset and benchmark for remote sensing image interpretation

(This special issue belongs to the Section AI Remote Sensing)

Advancing Hydrological Monitoring and Prediction Through Multisource Geodetic Observations

edited by

Jiashuang Jiao

, Daocheng Yu and

Cheinway Hwang

submission deadline 28 Feb 2026 | 3 articles | Viewed by 2642 | Submission Open

Keywords: satellite geodesy; hydrological geodesy; land water storage; joint inversion; machine learning; hydrological monitoring and predication

(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)

Advanced Techniques of Spaceborne Surveillance Radar

edited by

Jingwei Xu

, Weiwei Wang, Yanhong Xu and Yuhong Zhang

submission deadline 28 Feb 2026 | 3 articles | Viewed by 2417 | Submission Open

Keywords: spaceborne radar system; spaceborne antenna technique; array signal processing; moving target detection; non-homogeneity clutter suppression; jamming suppression; multi-target tracking

(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)

Microwave Remote Sensing for Object Detection (2nd Edition)

edited by

Guangcai Sun

submission deadline 28 Feb 2026 | 3 articles | Viewed by 2312 | Submission Open

Keywords: synthetic aperture radar (SAR); airborne and satellite systems; objection detection and recognition; machine learning; compressive sensing; deep neural network sand few sample learning; ground moving target indication (GMTI); change detection in SAR images; generative adversarial networks (GANs); ship detection and ship traffic

Application of Remote Sensing in Snow and Ice Monitoring

edited by Qian Yang,

Xiaohua Hao

, Yanli Zhang and Yuwen Pang

submission deadline 28 Feb 2026 | 3 articles | Viewed by 2152 | Submission Open

Keywords: snow cover; lake ice; ice dynamics; sea ice; climate change; multi-sensor and multi-source data; change detection; remote sensing applications; resources assessment

(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)

Remote Sensing Applications in Natural Hazards and Sustainable Development

edited by

Yaohui Liu

, Bo Yu and

Fangbin Liu

submission deadline 28 Feb 2026 | 2 articles | Viewed by 2054 | Submission Open

Keywords: natural hazards; risk; sustainable development goals; resilience; flood; earthquake; geology; landslide; ecology; fire; sustainably

(This special issue belongs to the Section Environmental Remote Sensing)

Deep Learning and Foundation Models: Advancing Remote Sensing Applications

edited by

Mohamed Lamine Mekhalfi

,

Yakoub Bazi

,

Edoardo Pasolli

and

Mawloud Guermoui

submission deadline 28 Feb 2026 | 1 articles | Viewed by 1769 | Submission Open

Keywords: remote sensing; deep learning; data analysis; modeling; machine vision; artificial intelligence

(This special issue belongs to the Section Engineering Remote Sensing)

Precise Orbit Determination for Gravity Field Investigations

edited by

Ivan di Stefano

, Gael Cascioli and

Baocheng Zhang

submission deadline 28 Feb 2026 | 1 articles | Viewed by 1660 | Submission Open

Keywords: precise orbit determination; radio science; interplanetary missions; planetary science; satellite geodesy; planetary interiors; gravity fields

(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)

Spatial Analysis and Modeling in Urban Remote Sensing

edited by

Wei Fan

and

Changshan Wu

submission deadline 28 Feb 2026 | 1 articles | Viewed by 1540 | Submission Open

Keywords: remote sensing; urban environment monitoring and modeling; unmanned aerial vehicles; lidar; hyperspectral sensor; imaging spectroscopy; social sensing; GeoAI; image processing algorithm; land use/land cover mapping and change analysis; socio-economic applications; public health applications; urban planning practices; environmental modeling; environmental impacts

(This special issue belongs to the Section Urban Remote Sensing)

Advancements in Autonomous UAVs for Infrastructure Inspection and Monitoring

edited by

Bashar Alsadik

, Samer Karam and

Daniel Rodrigues Dos Santos

submission deadline 28 Feb 2026 | 1 articles | Viewed by 1536 | Submission Open

Keywords: UAV; UAS; and drones; autonomous; SLAM; path planning; big data; infrastructure; civil engineering; machine learning and deep learning; three-dimensional mapping; navigation; data fusion; LiDAR; RGB-D; mapping; real-time; graph-based; Kalman filter; active exploration

(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)

Recent Advances in Remote Sensing Products for Water and Environment Monitoring

edited by

Gonzalo E. Espinoza-Dávalos

,

Mhd. Suhyb Salama

and

Marouane Temimi

submission deadline 28 Feb 2026 | Viewed by 1319 | Submission Open

Keywords: water resources; water fluxes; hydrologic modeling; Earth observations; environmental monitoring; hydroinformatics

(This special issue belongs to the Section Environmental Remote Sensing)

High-Resolution Remote Sensing Image Processing and Applications

edited by Kai Xu, Yixiang Chen and

Kun Qin

submission deadline 28 Feb 2026 | 2 articles | Viewed by 1293 | Submission Open

Keywords: high-resolution remote sensing; deep learning; image processing; image fusion; object detection; semantic segmentation; change detection; remote sensing vision– language model.

(This special issue belongs to the Section Remote Sensing Image Processing)

Applications of Radar Remote Sensing in Earth Observation

edited by Guoman Huang,

,

,

and

submission deadline 28 Feb 2026 | 1 articles | Viewed by 1263 | Submission Open

Keywords: SAR; InSAR; land cover and land use mapping; forest canopy height; aboveground biomass estimation; land hazard and risk monitoring; earth system; deep learning; machine learning

(This special issue belongs to the Section Environmental Remote Sensing)

Advances in Multi-Source Remote Sensing Data Fusion and Analysis

edited by

,

,

,

and

submission deadline 28 Feb 2026 | 1 articles | Viewed by 1171 | Submission Open

Keywords: multi-source remote sensing data; deep learning; multi-source image fusion; pansharpening; classification; change detection; anomaly detection; target detection

(This special issue belongs to the Section Earth Observation Data)

Advanced in Space-Air-Ground-Sea Integrated Remote Sensing: Intelligent Processing and Applications

edited by

Zhonghua Hong

, Chenchen Jiang and Huazhong Ren

submission deadline 28 Feb 2026 | 1 articles | Viewed by 1070 | Submission Open

Keywords: remote sensing; space– air– ground– sea integration; artificial intelligence; data processing; modeling; mapping

(This special issue belongs to the Section Ocean Remote Sensing)

Cutting-Edge PolSAR Imaging Applications and Techniques

edited by Dapeng Tao,

,

,

and

submission deadline 28 Feb 2026 | 2 articles | Viewed by 1023 | Submission Open

Keywords: multitemporal SAR/PolSAR; polarimetric target decomposition; change detection; PolInSAR; deep learning for PolSAR image; land coverage mapping and classification

(This special issue belongs to the Section Earth Observation Data)

Advances in Remote Sensing and AI for Monitoring and Mitigating Land Subsidence and Secondary Geohazards

edited by Jing Wang,

Sen Du

,

Joaquín Menéndez

and Xiwei Fan

submission deadline 28 Feb 2026 | 1 articles | Viewed by 1022 | Submission Open

Keywords: land subsidence; InSAR; GNSS deformation monitoring; 3D deformation analysis; machine learning/deep learning; subsidence modeling; GPS optical image urban monitoring

(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)

Advances in Machine Learning Algorithms for Atmospheric Remote Sensing

edited by Alqamah Sayeed, Ahmed Khan Salman and Siddharth Chaudhary

submission deadline 28 Feb 2026 | 1 articles | Viewed by 959 | Submission Open

Keywords: machine learning; atmospheric remote sensing; hyperspectral data analysis; air quality prediction; aerosols and trace gases; urban pollution modeling; climate adaptation; human epidemiology; crop health monitoring; advanced time-series analysis

(This special issue belongs to the Section Atmospheric Remote Sensing)

AI-Enhanced Remote Sensing and Land Surface Modeling for Terrestrial Hydrology and Climate Systems

edited by

Ya Huang

,

Yuyan Zhou

and Qing Yang

submission deadline 28 Feb 2026 | 1 articles | Viewed by 821 | Submission Open

Keywords: Artificial Intelligence (AI); land surface model; remote sensing data assimilation; hydroclimatic extremes; climate modeling; human– environment interactions; hydrometeorological variables monitoring

(This special issue belongs to the Section Environmental Remote Sensing)

Advances of Ocean Circulation and Air-Sea Interaction Using Remote Sensing Techniques

edited by Xiang Wang,

Huizan Wang

, Ronghua Zhang,

Haokun Bai

and Jingtao Yu

submission deadline 28 Feb 2026 | 1 articles | Viewed by 800 | Submission Open

Keywords: ocean circulation; air-sea interaction; remote sensing; satellite oceanography; ocean climate change; data assimilation; artificial intelligence; machine learning; multi-sensor observations

(This special issue belongs to the Section Ocean Remote Sensing)

Ecologically Vulnerable Zones (EVZs) in Focus: Remote Sensing and AI for Sustainable Futures

edited by

Alim Samat

, Jianli Ding, Yuemin Yue and

Junli Li

submission deadline 28 Feb 2026 | 1 articles | Viewed by 783 | Submission Open

Keywords: remote sensing; ecologically vulnerable zones; AI/ML applications; climate change; land degradation; biodiversity monitoring; disaster resilience; sustainable development; multi-source data fusion; environmental forecasting

(This special issue belongs to the Section Environmental Remote Sensing)

Remote Sensing for Maritime Monitoring

edited by Peng Liu,

Jin Xu

and

Bingxin Liu

submission deadline 28 Feb 2026 | 1 articles | Viewed by 737 | Submission Open

Keywords: marine pollution detection; ship monitoring; maritime traffic situation awareness; multi-source remote sensing; image process and analysis

(This special issue belongs to the Section Ocean Remote Sensing)

Remote Sensing in Maritime Navigation and Transportation

edited by

David Brčić

,

Mario Bakota

and

Serdjo Kos

submission deadline 28 Feb 2026 | Viewed by 551 | Submission Open

Keywords: safety of maritime navigation; maritime traffic monitoring; environmental monitoring; vessel tracking and coastal surveillance; GNSS-based maritime navigation and transportation; synthetic aperture radar (SAR) and satellite imagery; navigation systems; port operations optimisation; maritime transportation efficiency; dynamic positioning; polar navigation

(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)

Forest Disturbance Monitoring with Optical Satellite Imagery

edited by Antoine Masse and

Nikolay S. Strigul

submission deadline 28 Feb 2026 | Viewed by 512 | Submission Open

Keywords: forest disturbance; optical remote sensing; forest degradation; forest monitoring multi-source data fusion; data calibration and validation

(This special issue belongs to the Section Forest Remote Sensing)

Remote Sensing for Hydrological Management

edited by

Ram L. Ray

and

Gebrekidan Tefera

submission deadline 28 Feb 2026 | Viewed by 487 | Submission Open

Keywords: remote sensing; hydrological monitoring; hydrological extremes; hydrological models; soil moisture; water quality; water management

(This special issue belongs to the Section Environmental Remote Sensing)

Advances in Remote Sensing in Urban Climatology

edited by

Maria Zoran

and Marina N.M. Tautan

submission deadline 28 Feb 2026 | Viewed by 467 | Submission Open

Keywords: urban climate; remote sensing; aerosols and clouds; greenhouse gases; urban greening; urban thermal environment; urban ecosystem– climate interaction; urban land cover changes; urban climate sustainability

(This special issue belongs to the Section Atmospheric Remote Sensing)

Advancements in Deep Learning for Remote Sensing: Exploring Planetary and Earth Observation Applications

edited by

Riccardo La Grassa

and

Ignazio Gallo

submission deadline 28 Feb 2026 | Viewed by 382 | Submission Open

Keywords: deep learning; earth observation; planetary science; feature detection; mapping; super-resolution; classification

(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)

Ecological Change with Multi-Scale Spatial-Temporal Remote Sensing Data

edited by

Linlin Cheng

, Wei Tang and Deqin Fan

submission deadline 28 Feb 2026 | Viewed by 318 | Submission Open

Keywords: ecological structure and function; remote sensing; ecological networks; multi-source data fusion; ecological dynamics

(This special issue belongs to the Section Ecological Remote Sensing)

Intelligent Remote Sensing Information Extraction

edited by

Weixun Zhou

and

Zhenwei Shi

submission deadline 28 Feb 2026 | Viewed by 257 | Submission Open

Keywords: remote sensing; information extraction; deep learning; artificial intelligence; feature extraction; image segmentation

(This special issue belongs to the Section Remote Sensing Image Processing)

Remote Sensing of Wave Dynamics and Hydrodynamics in Marine Environments

edited by

,

,

and

submission deadline 28 Feb 2026 | Viewed by 224 | Submission Open

Keywords: ocean remote sensing; wave; current; eddies; hydrodynamics; marine environments; altimeter; lidar; artificial intelligence model; data processing algorithms

(This special issue belongs to the Section Ocean Remote Sensing)

Applications of Photogrammetry and Lidar Techniques in Mining Areas

edited by Zhihua Xu,

Zhenghua Zhang

and

Xiaohu Lin

submission deadline 28 Feb 2026 | Viewed by 190 | Submission Open

Keywords: photogrammetry; laser scanning; mining engineering; slope stability; deformation monitoring; SLAM (Simultaneous Localization and Mapping); point cloud processing; mine surveying; ecological monitoring

(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)

Satellite Remote Sensing for Ocean and Coastal Environment Monitoring (Second Edition)

edited by

Haidong Pan

,

Daosheng Wang

and

Jungang Yang

submission deadline 28 Feb 2026 | Viewed by 129 | Submission Open

Keywords: sea level rise; ocean tides; model assimilation; sea surface temperature; sea surface salinity; chlorophyll; water transparency; sea waves; mesoscale eddy; ocean dynamics

(This special issue belongs to the Section Ocean Remote Sensing)

Monitoring Urban Environment from Space

edited by Yong Xue,

Pinliang Dong

and

Linlin Lu

submission deadline 28 Feb 2026 | Viewed by 128 | Submission Open

Keywords: land use/land cover change; urban heat island; air pollution mapping; sustainable cities; earth observation; machine learning; multi-sensor fusion; climate resilience; big data analytics; disaster risk assessment

(This special issue belongs to the Section Urban Remote Sensing)

Recent Advances in Satellite Data and In-Situ Measurements of Chlorophyll Fluorescence

edited by

Lin Du

submission deadline 28 Feb 2026 | Viewed by 127 | Submission Open

Keywords: chlorophyll fluorescence; fchl retrieval methods; radiative transfer models; vegetation stress conditions

(This special issue belongs to the Section Forest Remote Sensing)

From Pixels to Spectra: Towards Generalizable Large Models for Hyperspectral Remote Sensing

edited by Yaxiong Chen, Qingyu Li,

Wuxia Zhang

and

Zhitong Xiong

submission deadline 28 Feb 2026 | Viewed by 127 | Submission Open

Keywords: hyperspectral image processing; spectral– spatial feature extraction; dimensionality reduction; deep learning for HSI; self-supervised learning; spectral unmixing; semantic segmentation; change detection; lightweight models; high-resolution remote sensing

(This special issue belongs to the Section Remote Sensing Image Processing)

Remote Sensing Image Change Detection and Feature Enhancement Based on Deep Learning

edited by Kaimin Sun, Wenzhuo Li,

Xin Tao

,

Ting Bai

and

Wangbin Li

submission deadline 28 Feb 2026 | Viewed by 118 | Submission Open

Keywords: remote sensing change detection; feature enhancement; feature fusion; semantic segmentation; deep learning; multi-model image analysis

(This special issue belongs to the Section Remote Sensing Image Processing)

High-Precision Urban Positioning: GNSS and Multi-Sensor Fusion Technologies

edited by Hongjuan Zhang and

Bijun Li

submission deadline 28 Feb 2026 | Viewed by 109 | Submission Open

Keywords: global navigation satellite system; GNSS/INS integration; simultaneous localization and mapping (SLAM); multi-source fusion; urban positioning; deep learning-based positioning; urban location-based services

(This special issue belongs to the Section Urban Remote Sensing)

Ship Imaging, Detection and Recognition for High-Resolution SAR

edited by

Ze Yu

,

Jindong Yu

,

Xiaoqing Wang

, Lijia Huang and

Frank Zhang

submission deadline 28 Feb 2026 | Viewed by 107 | Submission Open

Keywords: SAR; ship imaging; ship detection; ship recognition; motion estimation; clutter suppression; maritime surveillance

(This special issue belongs to the Section Remote Sensing Image Processing)

Remote Sensing of Global Environmental Change’s Impacts on Ecosystem Resilience

edited by Yuchao Yan,

Alfredo Huete

and Huan Wang

submission deadline 28 Feb 2026 | Viewed by 101 | Submission Open

Keywords: ecosystem resilience; global change; remote sensing; disturbance detection; recovery monitoring; multi-sensor fusion; time series analysis; carbon sequestration

(This special issue belongs to the Section Biogeosciences Remote Sensing)

The Applications of Remote Sensing, Machine Learning, and Deep Learning in Atmospheric Radiative Transfer

edited by

Kun Wu

and

Panagiotis Kosmopoulos

submission deadline 28 Feb 2026 | Viewed by 93 | Submission Open

Keywords: atmospheric radiative transfer; remote sensing detection; machine learning; deep learning; parameterization of physical processes; collaborativeinversion of multi-source

(This special issue belongs to the Section Atmospheric Remote Sensing)

Remote Sensing for Marine Ecological Research

edited by

Gregory P. Asner

and

Jiwei Li

submission deadline 28 Feb 2026 | Viewed by 80 | Submission Open

Keywords: marine ecology; coral reefs; seagrass ecosystems; kelp forests; spatial data science; underwater observations

(This special issue belongs to the Section Ocean Remote Sensing)

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