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Remote Sensing publishes Special Issues to create collections of papers on specific topics, with the aim of building a community of authors and readers to discuss the latest research and develop new ideas and research directions. Special Issues are led by Guest Editors, who are experts on the topic. The journal’s Editor-in-Chief and/or designated EBM will oversee Guest Editor appointments and Special Issue proposals, checking their content for relevance and ensuring the suitability of the material for the journal. The papers published in a Special Issue will be collected and displayed on a dedicated page of the journal’s website. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Advancements in Remote Sensing and Artificial Intelligence for Geohazards
edited by Xianmin Wang, Omid Ghorbanzadeh and
submission deadline 31 Oct 2024 | Viewed by 370 | Submission Open
Keywords: remote sensing; artificial intelligence; geohazards; deep/machine learning; evolutionary computation; slope failure; geohazard chain; floods; dam breach; surface collapse
(This special issue belongs to the Section Earth Observation for Emergency Management)
Perspectives of Remote Sensing for Precision Agriculture
edited by , Spiros Mourelatos and
submission deadline 31 Oct 2024 | Viewed by 265 | Submission Open
Keywords: precision agriculture; site-specific management; machine learning; computer vision; object-based image analysis; fractal geometry; drones
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Intelligent Processing and Analysis of Multi-modal Remote Sensing Data
edited by and Giorgio Antonino Licciardi
submission deadline 31 Oct 2024 | Viewed by 242 | Submission Open
Keywords: remote sensing; image processing; image analysis; artificial intelligence; deep learning; data fusion; multispectral and hyperspectral data; synthetic aperture radar; LiDAR
(This special issue belongs to the Section Remote Sensing Image Processing)
Advances in Exploring the Moon, Mars, and Asteroids Based on In-Situ and Remote Sensing Measurements
edited by Simone Pirrotta, , Alice Lucchetti and
submission deadline 31 Oct 2024 | Viewed by 196 | Submission Open
Keywords: geological features; study of the environment; resources; robotic and human exploration; innovative strategies; remote sensing dataset analyses; new instrumentation concepts; smallsat concepts
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Advances in CubeSats for Earth Observation
edited by , and Camille Pirat
submission deadline 31 Oct 2024 | Viewed by 142 | Submission Open
Keywords: CubeSats; enabling technology; remote sensing techniques; research mission; earth observation applications; earth observation instrument technology; artificial intelligence; constellations and swarm of CubeSats; miniaturization
(This special issue belongs to the Section AI Remote Sensing)
Target Recognition and Detection Based on High Resolution Radar Images
edited by , , , Lixiang Ma and
submission deadline 31 Oct 2024 | Viewed by 118 | Submission Open
Keywords: high-resolution radar images; synthetic aperture radar (SAR); target detection; target recognition; deep learning; machine learning; image processing
(This special issue belongs to the Section Remote Sensing Image Processing)
Remote Sensing of Clouds and Aerosols: Techniques and Applications
edited by , and Yasmin Aboel Fetouh
submission deadline 31 Oct 2024 | Viewed by 93 | Submission Open
Keywords: clouds; precipitation; cloud pollution; remote sensing; radiative transfer; light scattering; atmospheric ice crystals; aerosol remote sensing; air quality; climate change
(This special issue belongs to the Section Atmospheric Remote Sensing)
Microwave Passive Remote Sensing of Sea Surface Temperature, Salinity and Wind Vector (Second Edition)
edited by Wu Zhou, Yinan Li, Shubo Liu, Yili Zhao and
submission deadline 31 Oct 2024 | Viewed by 70 | Submission Open
Keywords: sea surface salinity; temperature; wind; sea ice; snow depth; ice sheet; coastal monitoring; microwave radiometer; retrieval algorithm; microwave remote sensing
(This special issue belongs to the Section Ocean Remote Sensing)
Remote Sensing in Earth Surface Changes and Deformations Caused by Earthquake and Landslide (Third Edition)
edited by , and
submission deadline 31 Oct 2024 | Viewed by 55 | Submission Open
Keywords: remote sensing; earth surface change; surface deformation; earthquakes; landslides; hazard detection; hazard mapping; hazard evaluation
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Monitoring Terrestrial Water Resource Using Multiple Satellite Sensors (Second Edition)
edited by Yao Li, , and Yi Ma
submission deadline 31 Oct 2024 | Viewed by 53 | Submission Open
Keywords: satellite sensors; terrestrial water resources; lake/reservoir/river/wetland; coast and ocean; hydrology; drought/flooding risk; water environment and security; sustainable development goals
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Remote Sensing Techniques and Applications in Planetary Rover Exploration
edited by , and Youqing Ma
submission deadline 31 Oct 2024 | Viewed by 34 | Submission Open
Keywords: planetary photogrammetry; planetary remote sensing; planetary terrain reconstruction; planetary rover navigation and path planning; planetary optical data processing; planetary SAR data processing; planetary laser altimeter data processing; planetary image matching
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Advances in Remote Sensing for Land Subsidence Monitoring
edited by Xiaoqiong Qin, Wei Tang, and
submission deadline 31 Oct 2024 | Viewed by 29 | Submission Open
Keywords: land subsidence; remote sensing; deformation monitoring; InSAR; GNSS; monitoring and prediction; damage mapping; deep learning
(This special issue belongs to the Section Remote Sensing and Geo-Spatial Science)
Space-Based Observations of Lightning and Related Phenomena
edited by Jing Yang
submission deadline 31 Oct 2024 | Viewed by 24 | Submission Open
Keywords: lightning activity; transient luminous events; terrestrial gamma-ray flashes
(This special issue belongs to the Section Atmospheric Remote Sensing)
LiDAR-Based Building Information Modeling: Recent Progress and Applications
edited by Ha Tran, and
submission deadline 15 Nov 2024 | Viewed by 252 | Submission Open
Keywords: LiDAR; laser scanning; point cloud modeling and analysis; Building Information Modelling (BIM); digital terrain models (DTM); geographic mapping; semantic segmentation; 3D reconstruction; object extraction; deep learning; data fusion; UAV/UAS
(This special issue belongs to the Section Urban Remote Sensing)
Recent Advances in Remote Sensing Image Processing Technology
edited by , Xueqian Wang, , and
submission deadline 25 Nov 2024 | 3 articles | Viewed by 2958 | Submission Open
Keywords: remote sensing; image fusion; feature extraction; image classification; change detection; object detection
(This special issue belongs to the Section Environmental Remote Sensing)
Point Cloud Processing with Machine Learning
edited by Abdul Awal Md Nurunnabi, , Yan Xia and
submission deadline 25 Nov 2024 | 2 articles | Viewed by 2028 | Submission Open
Keywords: classification; deep learning; feature extraction; machine learning; pattern recognition; point cloud; remote sensing; object detection; segmentation; visualization; scene understanding; SLAM systems
(This special issue belongs to the Section AI Remote Sensing)
Data Fusion Methods and AI Technologies for Resilient PNT in Challenging Observation Areas
edited by Xiaoguo Zhang, , , and Yujia Zhang
submission deadline 25 Nov 2024 | Viewed by 66 | Submission Open
Keywords: continuous positioning; GNSS; SLAM; tight integration; Kalman filter; factor graph; artificial intelligence; non-linear optimization; map aided positioning; multi-sensor integration; machine learning
(This special issue belongs to the Section Remote Sensing Image Processing)
Remote Sensing Satellites Calibration and Validation
edited by Yonghua Jiang, , and Litao Li
submission deadline 27 Nov 2024 | 9 articles | Viewed by 7967 | Submission Open
Keywords: new calibration method; accuracy of satellite calibration; challenge of satellite calibration
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Remote Sensing in Natural Resource and Water Environment II submission deadline 30 Nov 2024 | 12 articles | Viewed by 11461 | Submission Open
Keywords: hyperspectral remote sensing in the environment; retrieving air pollutant concentrations through remote sensing; machine learning algorithms for modeling based on remote sensing data; ecological indicators mapping by remote sensing; urban stormwater models; hydrologic models; flood disaster; water pollution; wastewater treatment; water resource management; urban-rural management; urban planning
(This special issue belongs to the Section Environmental Remote Sensing)
Advances in Retrieval, Operationalization, Monitoring and Application of Sea Surface Temperature III
edited by and Eileen Maturi
submission deadline 30 Nov 2024 | 4 articles | Viewed by 2600 | Submission Open
Keywords: sea surface temperature (SST) retrieval algorithm; SST operational production; Marine heat waves monitoring; temperature anomaly effects on marine biodiversity; cloud detection; validation; monitoring and error characterization of SST
(This special issue belongs to the Section Ocean Remote Sensing)
Recent Developments in Remote Sensing Instruments, Technologies, and Results for Aerosol and Cloud Measurements
edited by Matthew McGill
submission deadline 30 Nov 2024 | 2 articles | Viewed by 1005 | Submission Open
Keywords: clouds; cloud radiative effects; aerosols; aerosol radiative effects; cloud– aerosol interactions; aerosol transport; diurnal variability; remote sensing
(This special issue belongs to the Section Atmospheric Remote Sensing)
Hyperspectral Imaging and LiDAR Scanning Technology Development and Applications
edited by , Yuwei Chen, and
submission deadline 30 Nov 2024 | 1 articles | Viewed by 990 | Submission Open
Keywords: hyperspectral imaging; LiDAR; data processing; artificial intelligence; remote sensing applications
(This special issue belongs to the Section Remote Sensing Image Processing)
Explainable Artificial Intelligence (XAI) in Radar Imaging: Recent Advances and Future Directions submission deadline 30 Nov 2024 | Viewed by 666 | Submission Open
Keywords: explainable artificial intelligence (XAI); imaging radar; synthetic aperture radar; deep learning; classification; feature extraction; change detection; automatic target recognition (ATR); object detection; convolutional neural networks
(This special issue belongs to the Section AI Remote Sensing)
Time-Series Mapping and Analysis of Land Surface Parameters and Changes Using Remote Sensing Data submission deadline 30 Nov 2024 | Viewed by 356 | Submission Open
Keywords: time-series mapping; time-series analysis; change detection; dynamic monitoring; data pre-processing; data fusion; land surface parameters; vegetation structure parameters; vegetation biochemical parameters; land cover mapping; land disturbance; forest disturbance; remote sensing
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing-Assisted Forest Inventory Planning
edited by Zhengyang Hou, Qing Xu and
submission deadline 30 Nov 2024 | Viewed by 233 | Submission Open
Keywords: forest ecosystems; forest management; forest inventory; forest planning; biostatistics
(This special issue belongs to the Section Forest Remote Sensing)
Spaceborne SAR Data Processing and Its Application in Forest Biophysical Parameter Mapping and Change Monitoring
edited by , and Paul Siqueira
submission deadline 30 Nov 2024 | Viewed by 227 | Submission Open
Keywords: spaceborne SAR; InSAR; PolSAR; PolInSAR; TomoSAR; forest biophysical parameter; forest aboveground biomass; forest height; radar lidar fusion; radar optical fusion; large-scale product
(This special issue belongs to the Section Environmental Remote Sensing)
Spaceborne LiDAR for Forest Disturbance Assessment
edited by Inacio Bueno, and
submission deadline 30 Nov 2024 | Viewed by 142 | Submission Open
Keywords: forest disturbance; forest attributes; spaceborne LiDAR; ecosystem dynamics; canopy height; canopy cover; forest aboveground biomass; upscaling; carbon dynamics
(This special issue belongs to the Section Forest Remote Sensing)
Recent Advances on Oceanic Mesoscale Eddies II
edited by and
submission deadline 1 Dec 2024 | 1 articles | Viewed by 965 | Submission Open
Keywords: mesoscale ocean dynamics; satellite remote sensing; ocean in situ monitoring; ocean circulation; eddy resolving ocean models; eddy detection and tracking algorithms; AI applied to oceanic remote sensing analysis; marine ecosystems; physical– biological interactions
(This special issue belongs to the Section Ocean Remote Sensing)
Remote Sensing of Surface BRDF and Albedo submission deadline 24 Dec 2024 | 1 articles | Viewed by 1338 | Submission Open
Keywords: BRDF; albedo; multi-angle remote sensing; high resolution; estimation; radiative transfer simulation; UAV; measurement; application
(This special issue belongs to the Section Atmospheric Remote Sensing)
Artificial Intelligence-Driven Methods for Remote Sensing Target and Object Detection II submission deadline 25 Dec 2024 | 8 articles | Viewed by 8067 | Submission Open
Keywords: remote sensing; target detection; artificial intelligence; machine learning; deep learning; object detection; new datasets
(This special issue belongs to the Section AI Remote Sensing)
Image Processing and Analysis: Trends in Registration, Data Fusion, 3D Reconstruction, and Change Detection (Third Edition)
edited by , and Luca Perfetti
submission deadline 30 Dec 2024 | Viewed by 27 | 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)
Remote Sensing for Eco-Hydro-Environment
edited by , and Lei Wang
submission deadline 31 Dec 2024 | 6 articles | Viewed by 13605 | Submission Open
Keywords: multi-source remote sensing; eco-hydrological processes; landscape patterns; ecological processes; spatial and temporal variability; arid and semi-arid zones
(This special issue belongs to the Section Ecological Remote Sensing)
Remote Sensing and GIS in Freshwater Environments submission deadline 31 Dec 2024 | 7 articles | Viewed by 11735 | Submission Open
Keywords: GIS in water management; hydro-morpho-biodynamics of freshwater systems; data assimilation and big data; uncrewed aerial vehicles for monitoring freshwater systems; water quality; monitoring of natural and non-natural matter from above
(This special issue belongs to the Section Engineering Remote Sensing)
State-of-the-Art and Future Developments: Short-Range Radar
edited by , , Shunqiao Sun and Pu Wang
submission deadline 31 Dec 2024 | 7 articles | Viewed by 5026 | Submission Open
Keywords: short-range radar; object detection; recognition and tracking; radar imaging; sensor integration and data fusion; signal processing
(This special issue belongs to the Section AI Remote Sensing)
Remote Sensing Approaches for the Detection and Analysis of Global Climate Change, Extreme Events and Local Ground Subsidence Effects in Coastal and River Delta Regions submission deadline 31 Dec 2024 | 3 articles | Viewed by 4605 | Submission Open
Keywords: earth observation; remote sensing; river delta; coastal regions; disaster risk assessment
(This special issue belongs to the Section Ocean Remote Sensing)
Multi-Platform Remote Sensing for the Modeling and Analysis of Smart Cities submission deadline 31 Dec 2024 | 2 articles | Viewed by 2981 | Submission Open
(This special issue belongs to the Section Urban Remote Sensing)
Remote Sensing in 2024 submission deadline 31 Dec 2024 | Viewed by 1628 | Submission Open
Keywords: remote sensing; satellite; image analysis
Application of Microwave Remote Sensing in Earth’s Surface Observation
edited by Paolo Pampaloni and
submission deadline 31 Dec 2024 | 1 articles | Viewed by 791 | Submission Open
Keywords: microwave radiometry; radar; earth observation; soil moisture; vegetation; snow; ocean; sea ice
(This special issue belongs to the Section Environmental Remote Sensing)
Advances in Remote Sensing and Applications in Geodesy and Gravity Field Modeling submission deadline 31 Dec 2024 | Viewed by 698 | Submission Open
Keywords: gravity field modeling; geoid modeling; satellite geodesy; height system; forward modeling; satellite altimetry; water storage; inverse modeling; global geopotential model; gravity network
(This special issue belongs to the Section Earth Observation Data)
Remote Sensing and Machine Learning Applications in Atmospheric Physics, Weather, and Air Quality submission deadline 31 Dec 2024 | Viewed by 517 | Submission Open
Keywords: Remote sensing; Machine learning; Air-quality; Aerosols; Weather; Cloud dynamics; Fires
Remote Sensing in Monitoring and Modelling the Patterns and Processes of Land System Change submission deadline 31 Dec 2024 | Viewed by 419 | Submission Open
Keywords: land system science; human– environment interactions; ecosystem; ecological process; land degradation; land use function; land configuration; environmental performance; change detection; time series analysis; ecological restoration; social-ecological systems; human well-being
(This special issue belongs to the Section Environmental Remote Sensing)
Editorial Board Members’ Collection Series: Recent Progress in Ocean Colour Remote Sensing submission deadline 31 Dec 2024 | Viewed by 384 | Submission Open
Keywords: ocean colour and optics; phytoplankton; harmful algal blooms; water quality; assimilation and modeling
(This special issue belongs to the Section Ocean Remote Sensing)
Remote Sensing and Geoinformatics in Sustainable Development submission deadline 31 Dec 2024 | Viewed by 248 | Submission Open
Keywords: remote sensing; geospatial analysis; sustainable development goals; earth observation; resilience
(This special issue belongs to the Section Remote Sensing and Geo-Spatial Science)
Quantitative Remote Sensing of Vegetation and Its Applications
edited by and Linqing Yang
submission deadline 31 Dec 2024 | Viewed by 51 | Submission Open
Keywords: remote sensing; biochemical/biophysical parameters; vegetation dynamics; multi-sensor data fusion; algorithm development; artificial intelligence; accuracy validation; inter-comparison and evaluation; products and applications
(This special issue belongs to the Section Environmental Remote Sensing)
Deep Learning on the Landsat Archive submission deadline 30 Jan 2025 | 1 articles | Viewed by 879 | Submission Open
Keywords: Landsat classification; deep learning; time series analysis; image fusion; image preprocessing; classification sampling; image segmentation
(This special issue belongs to the Section Environmental Remote Sensing)
Advances in Oceanic Dynamics by SAR and Numeric Model in Tropical Cyclone
edited by Maurizio Migliaccio, Jian Shi, and Xianbin Zhao
submission deadline 31 Jan 2025 | 1 articles | Viewed by 1230 | Submission Open
Keywords: tropical cyclone; ocean dynamic; target detection; SAR; remote sensing; ocean modeling
(This special issue belongs to the Section Ocean Remote Sensing)
Land Use Monitoring Based on Remote Sensing and Artificial Intelligence submission deadline 31 Mar 2025 | 2 articles | Viewed by 1630 | Submission Open
Keywords: land use; remote sensing; crowdsourcing; artificial intelligence
(This special issue belongs to the Section AI Remote Sensing)
Autonomous Space Navigation (Second Edition) submission deadline 30 Sep 2025 | Viewed by 37 | Submission Open
Keywords: spacecraft navigation; spacecraft pose estimation; autonomy; GNSS; inertial sensors; star trackers; autonomous planetary landing; computer vision; Artificial Intelligence; machine learning
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Remote Sensing for Marine Environmental Disaster Response
edited by , Quanyi Huang, Jaroslaw Tęgowski, and
submission deadline 31 Dec 2025 | 13 articles | Viewed by 35774 | Submission Open
(This special issue belongs to the Section Ocean Remote Sensing)
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