Remote Sensing

Multi-Source Remote Sensing Data Fusion for Urban Digital Twin Construction

edited by

and

submission deadline 31 Jan 2027 | Viewed by 116 | Submission Open

Keywords: urban digital twins; multi-source remote sensing; spatiotemporal data fusion; multi-modal datasets; smart cities; solid geometry 3D reconstruction; operation and maintenance

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

Advancing Geo-Hydrological Hazard Monitoring and Assessment via Remote Sensing

edited by Diandong Ren

submission deadline 31 Jan 2027 | Viewed by 114 | Submission Open

Keywords: geo‑hydrological hazards; remote sensing; flood monitoring; landslides; drought; InSAR; gravimetric remote sensing; hazard assessment; disaster risk reduction

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

Advancing Synthetic Aperture Radar: Imaging, Processing, and Applications in Remote Sensing (Second Edition)

edited by Shiqi Xing and Penghui Ji

submission deadline 31 Jan 2027 | Viewed by 106 | Submission Open

Keywords: Synthetic Aperture Radar (SAR); SAR imaging; SAR information processing; SAR signal processing; SAR image processing; digital beamforming

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

Remote Sensing and AI for Landslide Hazard Assessment and Prediction

edited by Tapas Ranjan Martha and

Deepak Mishra

submission deadline 31 Jan 2027 | Viewed by 104 | Submission Open

Keywords: landslide susceptibility; early warning; slope deformation; slope kinematics; multispectral and SAR change detection; AI

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

Integration of Remote Sensing and Artificial Intelligence for Structural Health Monitoring

edited by

Bao Shu

, Xuanyu Qu,

Lei Xie

and

Mehdi Maboudi

submission deadline 1 Feb 2027 | 1 articles | Viewed by 932 | Submission Open

Keywords: automated displacement monitoring; damage detection; change detection in infrastructure; spatiotemporal modeling; predictive maintenance; big data analytics; novel monitoring techniques; multi-source data fusion

AI-Enabled Precision Agriculture for Crop Monitoring and Yield Prediction Using Remote Sensing Technologies

edited by

Abid Ali

and

Hans-Peter Kaul

submission deadline 10 Feb 2027 | 7 articles | Viewed by 4306 | Submission Open

Keywords: AI-enabled precision agriculture; remote sensing; crop monitoring; yield prediction; machine learning; deep learning; satellite and UAV imagery; data fusion; smart farming; agricultural decision support systems

(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)

Applications of Artificial Intelligence Methods to Agroforestry Remote Sensing

edited by

,

,

,

and

Shukor Sanim Mohd Fauzi

submission deadline 10 Feb 2027 | 2 articles | Viewed by 2871 | Submission Open

Keywords: agricultural remote sensing; forestry remote sensing; multi-sensor fusion; deep learning; computer vision; crop monitoring; precision agriculture; sustainable forest management; internet of things; biomass estimation; algorithm improvement

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

Multimodal Data Fusion for Synthetic Aperture Radar (SAR) Image Processing

edited by

Ronghui Zhan

, Zongyong Cui and

Shiqi Chen

submission deadline 10 Feb 2027 | 2 articles | Viewed by 2240 | Submission Open

Keywords: SAR; ship targets; target tracking; object detection; SAR interpretation; SAR recognition

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

Ground- and Satellite-Based Remote Sensing for Air Quality Monitoring

edited by Patrizio Tratzi and

Cristiana Bassani

submission deadline 10 Feb 2027 | 1 articles | Viewed by 1262 | Submission Open

Keywords: ground-based remote sensing; DOAS; air quality monitoring; tropospheric pollution; long-term observations

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

Deep Learning Techniques and Applications of MIMO Radar Theory

edited by

Chen Zhao

submission deadline 15 Feb 2027 | 4 articles | Viewed by 12380 | Submission Open

Keywords: deep learning; MIMO radar; signal processing; target detection and classification; target tracking; parameter estimation; data fusion; multi-sensor collaboration; generative model and LLM; image reconstruction; super resolution

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

Multiplatform Remote Sensing Techniques for Active Tectonics, Seismotectonics, and Volcanic Hazard Assessment (Second Edition)

edited by

Daniele Cirillo

,

Pietro Tizzani

and Francesco Brozzetti

submission deadline 15 Feb 2027 | 4 articles | Viewed by 8097 | Submission Open

Keywords: tectonic processes; earthquakes; seismogenic faults and seismic source; ground deformation modelling; geophysical application; seismic hazard; volcanic hazard; volcano deformation; optical IR volcano analysis; 3D modelling; GNSS; InSAR; GIS and geomatic approaches; DEM; UAV DEMs; LiDAR; GPR; geological survey; digital field survey

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

Applications of Photogrammetry and Lidar Techniques in Cultural Heritage Documentation

edited by

Filiberto Chiabrando

, Alberto Mendikute and

Dominique Rissolo

submission deadline 15 Feb 2027 | 3 articles | Viewed by 6962 | Submission Open

Keywords: aerial/terrestrial data integration; LiDAR/photogrammetry integration; MMSs (mobile mapping systems); SLAM; hyperspectral, thermal, and multispectral sensors; different approaches in 3D modeling; scan to BIM; HBIM; memory twin/digital twin; AI base point cloud classification; AI-generated 3D models; paradata and metadata; semantic classifications; new methods and strategies for 3D surveys; three-dimensional and immersive visualization, including virtual, augmented, and mixed reality; the preservation and protection of cultural heritage; digital cultural heritage applications and services

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

Applications of Photogrammetry and Lidar Techniques in Mining Areas

edited by Zhihua Xu,

Zhenghua Zhang

and

Xiaohu Lin

submission deadline 15 Feb 2027 | 4 articles | Viewed by 6825 | 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)

Deep Learning for Multi-Sensor Remote Sensing: Advancements in Image Classification and Semantic Segmentation

edited by Xiaoyi Wang,

Liguo Wang

, Dayan Guan, Xin He and

Yanzi Shi

submission deadline 15 Feb 2027 | 6 articles | Viewed by 4780 | Submission Open

Keywords: multi-sensor data fusion; image classification; semantic segmentation; transfer learning; target detection; urban planning; environmental monitoring

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

Remote Sensing for Environmental Monitoring in Cold and Arid Regions: Advances and Perspectives

edited by

Lihui Luo

,

Jie Xue

, Miao Zhang and Mingyang Lv

submission deadline 15 Feb 2027 | 4 articles | Viewed by 4325 | Submission Open

Keywords: cold and arid region; frozen soil monitoring; glacier monitoring; desert monitoring; data fusion; spatial modeling

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

Hyperspectral Data Analysis of Vegetation and Soil Monitoring

edited by

Kun Shang

, Weichao Sun and

Naichen Xing

submission deadline 15 Feb 2027 | 5 articles | Viewed by 3836 | Submission Open

Keywords: hyperspectral imaging; spaceborne remote sensing; vegetation parameters retrieval; soil properties mapping; precision agriculture; radiative transfer modeling; machine learning; spectral unmixing

(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)

Advances in GeoAI with Remote Sensing Imagery for Urban Green Space Mapping and Monitoring

edited by

,

,

and

submission deadline 15 Feb 2027 | 3 articles | Viewed by 3568 | Submission Open

Keywords: urban green space; GeoAI; remote sensing; deep learning; data fusion; environmental justice; dynamic monitoring; explainable AI; image segmentation

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

Remote Sensing and Non-Destructive Testing Solutions for Sustainable Development and Urban Resilience

edited by

Livia Lantini

, Atiyeh Ardakanian and

Enzo Rizzo

submission deadline 15 Feb 2027 | 1 articles | Viewed by 3404 | Submission Open

Keywords: remote sensing; non-destructive testing; urban resilience; sustainable development; environmental monitoring; disaster preparedness; urban infrastructure; climate adaptation; resource management; smart cities

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

The Recent Progression of Machine Learning in Remote Sensing: Theory and Modelling (Second Edition)

edited by Rong Wang and

Lefei Zhang

submission deadline 15 Feb 2027 | 4 articles | Viewed by 3001 | Submission Open

Keywords: machine learning; image processing; remote sensing; data fusion; satellite images; aerial images

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

Remote Sensing Data Refinement and Utilization for Advanced Atmospheric Observations

edited by

Bangyu Ge

, Zhenwei Qiu and Sifeng Zhu

submission deadline 15 Feb 2027 | 7 articles | Viewed by 2933 | Submission Open

Keywords: satellite remote sensing; atmospheric observation; data validation; sensor calibration; atmospheric components; retrieval algorithms; data assimilation; climate change; environmental monitoring; machine learning

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

Spatiotemporal AI Methods for Atmospheric Remote Sensing

edited by

Qian Liu

and

Manzhu Yu

submission deadline 15 Feb 2027 | 1 articles | Viewed by 2899 | Submission Open

Keywords: spatiotemporal AI; remote sensing; atmospheric composition; cloud features; air pollution and aerosols; environmental monitoring; climate and health impacts

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

High-Resolution Multisource Remote Sensing of Vegetation: Biomass, Structure, and Carbon Dynamics

edited by

,

,

and

submission deadline 15 Feb 2027 | 2 articles | Viewed by 2767 | Submission Open

Keywords: high-spatial-resolution vegetation remote sensing product; carbon dynamic; biomass; vegetation structure parameters; vegetation monitoring; lidar based vegetation products

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

Remote Sensing and Smart Forestry (Third Edition)

edited by

,

,

and

submission deadline 15 Feb 2027 | 3 articles | Viewed by 2534 | Submission Open

Keywords: remote sensing; smart forestry; intelligent forestry; forestry technology; virtual reality; artificial intelligence; image processing; remote sensing classification; LiDAR application in forestry

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

Multisource Data Fusion and Reasoning in Remote Sensing: From Perception to Decision Making

edited by

Xiangtao Zheng

, Yaxiong Chen and

Hailong Ning

submission deadline 15 Feb 2027 | 3 articles | Viewed by 2450 | Submission Open

Keywords: remote sensing multi-modal learning; vision–language models; multi-modal reasoning; cross-modal alignment; multi-source fusion; reinforcement learning; remote sensing agent systems

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

Applications and New Trends in Metrology for Radar/LiDAR-Based Systems (Third Edition)

edited by

Silvia Liberata Ullo

,

Alfonso Farina

and

Harun Taha Hayvaci

submission deadline 15 Feb 2027 | 3 articles | Viewed by 2283 | Submission Open

Keywords: radar and LiDAR systems; radar and LiDAR data measurements and processing; remote sensing applications; land-based, shipborne, and onboard drones, aircraft, and satellites; cognitive radars; human-in-the-loop aspects in radar systems; dual-function radar communications; waveform diversity and design; adaptive radar waveform design; radar detection theory; radar signal processing: theory, algorithms, and applications (RTAA)

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

Multi-Sensor Remote Sensing for Soil Moisture Monitoring

edited by

Qunou Jiang

,

Na Chen

,

Qiang Yu

,

Konstantinos X. Soulis

and

Dionissios Kalivas

submission deadline 15 Feb 2027 | 2 articles | Viewed by 2232 | Submission Open

Keywords: soil moisture inversion; multi-sensor remote sensing; machine learning; UAV-based observation; data assimilation; hydrological modeling

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

Advances in Remote Sensing for Earthquake and Fault Detection

edited by

Ping He

and

Wei Qu

submission deadline 15 Feb 2027 | 2 articles | Viewed by 2104 | Submission Open

Keywords: earthquake remote sensing; fault detection; InSAR; seismic hazard assessment; active tectonics; machine learning in geoscience

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

Intelligent Processing Techniques for Monocular and Multi-View Remote Sensing Imagery

edited by Shiqing Wei, Jin Liu and

Muhammad Yasir

submission deadline 15 Feb 2027 | 3 articles | Viewed by 2102 | Submission Open

Keywords: monocular remote sensing; multi-view stereo; intelligent image processing; multi-source data fusion; 3D reconstruction; semantic segmentation; object detection; monocular depth estimation; stereo matching; terrain and urban modeling

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

Advances in Remote Sensing for Smart Agriculture and Digital Twins

edited by

Lei Hu

,

Li Lin

and

Chen Zhang

submission deadline 15 Feb 2027 | 2 articles | Viewed by 2022 | Submission Open

Keywords: remote sensing; GIS; agro-geoinformatics; smart agriculture; digital twin; disaster risk reduction; reproducible EO science; FAIR

(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)

Multi-Modal Remote Sensing and Data Assimilation for Crop Type Mapping, Growth, Phenology and Yield Estimation

edited by

Angélica Suárez

,

Andrew Clark

and

Michael Gomez Selvaraj

submission deadline 15 Feb 2027 | 2 articles | Viewed by 1898 | Submission Open

Keywords: agricultural remote sensing; precision agriculture; crop mapping; crop stress; crop phenology; yield prediction; soil monitoring; data fusion; time-series analysis; irrigation management; drought monitoring; unmanned aerial vehicles (UAVs); satellite imagery; hyperspectral and multispectral imaging; LiDAR; machine learning; statistical analysis

(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)

Advances in Deep Learning in the Retrieval of Key Parameters of Agrometeorological Remote Sensing (Second Edition)

edited by

Kebiao Mao

,

Sayed M. Bateni

and Jongmin Park

submission deadline 15 Feb 2027 | 1 articles | Viewed by 1872 | Submission Open

Keywords: surface temperature; near-surface air temperature; surface emissivity; soil moisture; vegetation moisture content; water vapor content; precipitation; LAI; drought and flood

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

High-Resolution Mapping and Monitoring of Estuarine Systems Using Multi-Sensor Remote Sensing and Machine Learning

edited by

Carina Lurdes Lopes

submission deadline 15 Feb 2027 | 2 articles | Viewed by 1811 | Submission Open

Keywords: water quality; habitat mapping; unmanned aerial systems; satellites; multispectral sensors; LiDAR; aerial imagery

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

Advances in Atmospheric Boundary Layer Measurements

edited by

Andreu Salcedo-Bosch

and

Simone Lolli

submission deadline 15 Feb 2027 | 1 articles | Viewed by 1742 | Submission Open

Keywords: turbulence; atmospheric remote sensing; wind; boundary layer; lidar; radar; clear air turbulence

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

Integrating UAV-Based and Multi-Source Remote Sensing with Artificial Intelligence for Better Crop Management

edited by

Fan Zhao

,

Kangning Cui

and Jiaqi Wang

submission deadline 15 Feb 2027 | 2 articles | Viewed by 1701 | Submission Open

Keywords: UAV; drone-based remote sensing; crop management; precision agriculture; crop monitoring; deep learning and machine learning; multispectral and hyperspectral imagery; agricultural decision support

(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)

The NASA Land-Cover/Land-Use Change Program: Past Achievements and Current Advances

edited by

Krishna Vadrevu

, Garik Gutman and

Chris Justice

submission deadline 15 Feb 2027 | 1 articles | Viewed by 1639 | Submission Open

Keywords: land-cover/land-use change; long-term monitoring; multi-satellite remote sensing; time series; historical reconstruction; land-change drivers; urbanization; deforestation; agricultural expansion; agricultural abandonment; land degradation; ecosystem services; modeling; digital twins; AI/machine learning; decision support; sustainable land management; natural resource planning

Few-Sample Intelligence for Hyperspectral Remote Sensing Image Classification

edited by

Fulin Luo

, Yule Duan, Xiaohui He and Guangyao Shi

submission deadline 15 Feb 2027 | 2 articles | Viewed by 1619 | Submission Open

Keywords: hyperspectral image classification; few-sample classification; semi-supervised classification; few-shot learning; self-supervised training; cross-scene transfer learning; multi-modal fusion classification; fine-grained land cover mapping; lightweight models

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

Geohazard Monitoring Based on Remote Sensing and Artificial Intelligence

edited by Marta Ciążela

submission deadline 15 Feb 2027 | 1 articles | Viewed by 1449 | Submission Open

Keywords: geohazard monitoring; remote sensing; GIS; artificial intelligence; climate-related hazards; data fusion

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

Remote Sensing for Monitoring Land-Use/Land-Cover Change and Impacts on Ecosystem Services (Second Edition)

edited by

Shaohua Wang

, Haojian Liang,

Liang Zhou

and

Yeran Sun

submission deadline 15 Feb 2027 | 2 articles | Viewed by 1402 | Submission Open

Keywords: remote sensing; land use change; land cover monitoring; urban environmental monitoring; urban infrastructure; sustainable land management; RS and GIS integration; deep learning applications

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

Advances in Synthetic Aperture Radar: Calibration, Analysis and Application (Third Edition)

edited by

Lamei Zhang

, Hao Shi and

Deliang Xiang

submission deadline 15 Feb 2027 | 2 articles | Viewed by 1357 | Submission Open

Keywords: synthetic aperture radar; PolSAR, InSAR, and POLInSAR; calibration; signal processing; SAR applications; SAR intelligent interpretation

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

Land Cover Classification of Multi-Source Remote Sensing Data Based on Deep Learning

edited by

Xiaofei Mi

, Zhong Chen, Jian Yang and Zhijing Ye

submission deadline 15 Feb 2027 | 1 articles | Viewed by 1299 | Submission Open

Keywords: multi-source remote sensing data; deep learning; datasets; classification; change detection; time-series change analysis; language-visual models

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

Multi-Satellite Remote Sensing for Drought Monitoring and Impact Assessment

edited by Dongdong Kong, Mingzhong Xiao and

Xihui Gu

submission deadline 15 Feb 2027 | 1 articles | Viewed by 1112 | Submission Open

Keywords: drought monitoring; drought propagation; multi-source remote sensing; vegetation response; soil moisture; evapotranspiration

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

Remote Sensing for Monitoring Ecosystem Recovery and Land Reclamation

edited by

Dani Degenhardt

submission deadline 15 Feb 2027 | 1 articles | Viewed by 1028 | Submission Open

Keywords: ecosystem recovery; land reclamation; remote sensing; post-mining landscapes; vegetation monitoring; LiDAR and UAV data; machine learning; spatial heterogeneity; ecological indicators; restoration assessment

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

Application of Remote Sensing in Forest and Grassland Fire Management

edited by

,

,

and

submission deadline 15 Feb 2027 | 1 articles | Viewed by 1004 | Submission Open

Keywords: forest fire; forest and grassland combustibles; forest grassland meteorology; fire hazard; fuel load; fuel moisture content; fire extinguishing; loss assessment

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

AI and Remote Sensing Applications for Sustainable Land Use and Management

edited by

Yifu Ou

, Nan Xu and

Dongwei Liu

submission deadline 15 Feb 2027 | 1 articles | Viewed by 1004 | Submission Open

Keywords: land use and management; environmental impact assessment; socioeconomic impact assessment; street-view imagery; remote sensing applications; geospatial AI

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

Recent Advances in Synthetic Aperture Radar Imaging and Data Processing

edited by Leping Chen

submission deadline 15 Feb 2027 | 2 articles | Viewed by 1003 | Submission Open

Keywords: synthetic aperture radar (SAR); ground moving target indication (GMTI); interferometric synthetic aperture radar (InSAR); polarimetric SAR; tomographic SAR; bistatic SAR; SAR interpretation; SAR recognition

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

Image Processing and Analysis: Trends in Registration, Data Fusion, 3D Reconstruction, and Change Detection (Fourth Edition)

edited by

Riccardo Roncella

,

Mattia Previtali

and Luca Perfetti

submission deadline 15 Feb 2027 | 1 articles | Viewed by 881 | Submission Open

Keywords: image registration; change detection; 3D reconstruction; deep learning; hyperspectral; image matching; data/sensor fusion; object-based image analysis; pattern recognition; volume rendering

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

Advanced AI-Enhanced Remote Sensing for Urban Heat Monitoring and Analysis

edited by Fei Li,

Tan Yigitcanlar

and

Qingwu Yan

submission deadline 15 Feb 2027 | Viewed by 848 | Submission Open

Keywords: AI-enhanced remote sensing; Urban heat monitoring; Urban heat analysis; Land surface temperature (LST); Multi-source thermal data fusion; Spatiotemporal modeling of urban heat; Urban morphology––heat interaction; Heat exposure and risk assessment; Urban heat mitigation strategies; AI-based urban heat models

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

Integrated Remote Sensing for Global and Regional Atmospheric Environment Monitoring and Assessment

edited by

Yuan Wang

,

Tongwen Li

and Tianhao Zhang

submission deadline 15 Feb 2027 | 1 articles | Viewed by 711 | Submission Open

Keywords: atmospheric modeling; climate change; environmental assessment; air quality; greenhouse gases; meteorological factors

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

Comprehensive Remote Sensing for Geohazard Detection, Monitoring, and Prediction

edited by

Bo Chen

, Yao Li, Wanji Zheng and Chuang Song

submission deadline 15 Feb 2027 | 1 articles | Viewed by 573 | Submission Open

Keywords: InSAR; multi-source remote sensing; geohazard; detection; monitoring; prediction

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

Deep Learning for Target Detection in Radar Remote Sensing

edited by

Haohao Ren

, Chuan Du and Ming Li

submission deadline 15 Feb 2027 | Viewed by 519 | Submission Open

Keywords: radar target detection; radar target recognition; multi-source fusion-based target detection; deep learning; explainability; SAR image

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

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