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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 and all Special Issue submissions follow MDPI's standard editorial process. The journal’s Editor-in-Chief and/or designated Editorial Board Member 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. Further information on MDPI's Special Issue policies and Guest Editor responsibilities can be found here. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Remote Sensing in Mangroves III
edited by
submission deadline 30 Apr 2025 | 10 articles | Viewed by 33527 | Submission Open
Keywords: mangrove forests; mangrove change; mapping; monitoring; remote sensing; image processing
(This special issue belongs to the Section Ecological Remote Sensing)
Land Degradation Assessment with Earth Observation (Second Edition)
edited by
submission deadline 30 Apr 2025 | 10 articles | Viewed by 31363 | Submission Open
Keywords: Land degradation; Desertification; Deforestation; Drought; Soil erosion; Land use/cover change; Habitat degradation; Multitemporal analysis; Time-series analysis
(This special issue belongs to the Section Ecological Remote Sensing)
Applications of Multi-Scale Remote Sensing and GIS Technology to Study Terrestrial Ecosystems submission deadline 30 Apr 2025 | 11 articles | Viewed by 29461 | Submission Open
Keywords: multi-scale remote sensing and GIS; terrestrial ecosystems; environmental and ecological dynamics; terrestrial ecosystem services; ecological evolution and degradation; carbon and water cycles; climate change and natural disasters; land-use change and human activities; sustainable development and ecological rehabilitation
(This special issue belongs to the Section Remote Sensing for Geospatial Science)
Remote Sensing Applications in Land Use, Land-Use Change and Forestry (LULUCF) submission deadline 30 Apr 2025 | 7 articles | Viewed by 24912 | Submission Open
Keywords: land use; land-use change; and forestry (LULUCF); GHG inventories; state-of-the-art LULUCF monitoring and reporting and perspectives; remote sensing in LULUCF monitoring and reporting and verification; remote sensing-based applications and databases for LULUCF stakeholders; national land-use/land-cover monitoring; classification and detection of changing land use/land cover; data fusion and combination for LULUCF; synergy of remote sensing and modeling techniques of carbon stocks; copernicus program
(This special issue belongs to the Section Ecological Remote Sensing)
Applications and New Trends in Metrology for Radar/LiDAR-Based Systems II submission deadline 30 Apr 2025 | 9 articles | Viewed by 21619 | Submission Open
Keywords: radar and LiDAR systems; radar and LiDAR data measurements and processing; remote sensing applications; land-based; shipborne; and on board of 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)
Remote Sensing Techniques for Ocean Dynamics: State of the Art, Present and Future Applications
edited by and
submission deadline 30 Apr 2025 | 13 articles | Viewed by 21596 | Submission Open
Keywords: ocean monitoring; remote sensing applications; ocean surface and interior dynamics; (sub)mesoscale processes; earth observation data integration
(This special issue belongs to the Section Ocean Remote Sensing)
Remote Sensing Based Monitoring of Terrestrial Ecosystem Service Bundles, Trade-Offs and Synergies (Second Edition) submission deadline 30 Apr 2025 | 10 articles | Viewed by 16399 | Submission Open
Keywords: ecosystem service bundles; food security; climate regulation; water supply; flood control; soil conservation
(This special issue belongs to the Section Ecological Remote Sensing)
GNSS for Urban Transport Applications II submission deadline 30 Apr 2025 | 7 articles | Viewed by 15516 | Submission Open
Keywords: GNSS; urban applications; multipath; NLOS; hybridization; multisensor fusion; detection techniques (statistical tests; machine learning; etc.); performance analysis and enhancement; integrity concepts
(This special issue belongs to the Section Urban Remote Sensing)
Array and Signal Processing for Radar
edited by Junpeng Shi, Yuan Liu, Weijian Liu, and Haowei Zhang
submission deadline 30 Apr 2025 | 15 articles | Viewed by 14198 | Submission Open
Keywords: radar array and signal processing; waveform and frequency diversity; interference; clutter and noise suppression; radar imaging; radar resource management; machine learning; space-based radar (SBR) system
(This special issue belongs to the Section Engineering Remote Sensing)
Application of Nighttime Remote Sensing in Achieving the Sustainable Development Goals
edited by and
submission deadline 30 Apr 2025 | 9 articles | Viewed by 12948 | Submission Open
Keywords: sustainable development goals; social indicators; land use planning; environmental conservation; artificial intelligence
(This special issue belongs to the Section Urban Remote Sensing)
Beidou/GNSS Positioning, Navigation and Timing: Methods and Technology (Second Edition) submission deadline 30 Apr 2025 | 11 articles | Viewed by 12434 | Submission Open
Keywords: multi-frequency and multi-constellation GNSS; BDS; POD/LEO; navigation and timing; geodesy and geophysics; advance of high-precision product
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Remote Sensing and Machine Learning in Vegetation Biophysical Parameters Estimation (Second Edition) submission deadline 30 Apr 2025 | 6 articles | Viewed by 10752 | Submission Open
Keywords: vegetation biophysical parameter estimation; vegetation spectral indices; multispectral/hyperspectral/LiDAR/SAR; satellite/airborne/UAV/tower-based/ground observation; regression/RTM/machine learning/deep learning; agriculture; forest; grassland; vegetation dynamics monitoring
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
New Insight into Point Cloud Data Processing
edited by and
submission deadline 30 Apr 2025 | 6 articles | Viewed by 10546 | Submission Open
Keywords: three-dimensional point cloud; deep learning; three-dimensional dataset construction; three-dimensional information annotation; noise cleaning; precise densification; registration; uniformization
(This special issue belongs to the Section Environmental Remote Sensing)
Applications and Analysis of Satellite Cloud Imagery Using Deep Learning Techniques submission deadline 30 Apr 2025 | 4 articles | Viewed by 9068 | Submission Open
Keywords: satellite cloud image; deep learning; object detection; classification; prediction; restoration; tropical cyclone
(This special issue belongs to the Section Atmospheric Remote Sensing)
Remote Sensing Applications for Infrastructures
edited by Maria Libera Battagliere and
submission deadline 30 Apr 2025 | 2 articles | Viewed by 8732 | Submission Open
Keywords: remote sensing technology and data-driven applications; infrastructures and environmental engineering; risk reduction; environmental monitoring; integrated applications; risk mitigation; predictive monitoring; engineering applications; cultural heritage; downstream applications based on new satellite missions
(This special issue belongs to the Section Environmental Remote Sensing)
Soil Erosion Estimation Based on Remote Sensing Data
edited by Xihua Yang, and
submission deadline 30 Apr 2025 | 4 articles | Viewed by 8504 | Submission Open
Keywords: soil erosion; remote sensing; spatial modelling; soil conservation
(This special issue belongs to the Section Ecological Remote Sensing)
Advances in CubeSats for Earth Observation
edited by , and Camille Pirat
submission deadline 30 Apr 2025 | 3 articles | Viewed by 5119 | 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 Satellite Missions for Earth and Planetary Exploration)
New Approaches in High-Resolution SAR Imaging
edited by , Chandrakanta Ojha, Ramji Divedi, and
submission deadline 30 Apr 2025 | 3 articles | Viewed by 4868 | Submission Open
Keywords: satellite radar interferometry techniques; advanced multi-temporal InSAR techniques; data fusion using InSAR-machine learning; multi-geodetic data integration; surfaced deformation and time-series analysis; natural and anthropogenic hazard monitoring; oil spill; hazard evaluation; agriculture; lithology; earth structures
(This special issue belongs to the Section Remote Sensing Image Processing)
Advanced Pattern Recognition and Image Processing Technology for Agricultural Engineering
edited by , Shan Zeng, , and
submission deadline 30 Apr 2025 | 3 articles | Viewed by 4545 | Submission Open
Keywords: advanced pattern recognition technology in agricultural engineering; image processing networks in agricultural applications; soil spectral data in agricultural engineering; multispectral image processing in agricultural engineering; satellite remote sensing technology in agriculture; neural networks applications in agriculture engineering; human– machine intelligent algorithm in agriculture; detection and location of agricultural robotics; near-infrared image processing in agricultural engineering; hyperspectral technology in crop monitoring; integrating perception; sensor fusion; and control in agricultural applications; fault detection and diagnosis in agricultural engineering
(This special issue belongs to the Section Remote Sensing Image Processing)
Assessment of Solar Energy Based on Remote Sensing Data submission deadline 30 Apr 2025 | 3 articles | Viewed by 3463 | Submission Open
Keywords: solar energy nowcasting and forecasting; solar power planning and management; radiative transfer modelling; concentrated solar power; aerosol and cloud effect; surface solar irradiation; solar resource mapping; solar cadasters; photovoltaics
(This special issue belongs to the Section Environmental Remote Sensing)
Current Advances in Radar Technologies for Remote Sensing submission deadline 30 Apr 2025 | 1 articles | Viewed by 3049 | Submission Open
Keywords: radar for remote sensing; bistatic/multi-static radar; passive radar; SAR/ISAR imaging; space surveillance; satellite applications; radar networks
Remote Sensing in Support of Crisis Management: How Space-Based Information Can Support Operations and the Decision-Making Process submission deadline 30 Apr 2025 | 2 articles | Viewed by 2995 | Submission Open
Keywords: LST; air pollutants; environment; climate; heat islands; lockdown periods; change detection; hot-spot analysis; seismic events; emergencies
(This special issue belongs to the Section Earth Observation for Emergency Management)
Technical Developments in Radar—Processing and Application (2nd Edition)
edited by , Shuwen Xu and
submission deadline 30 Apr 2025 | 5 articles | Viewed by 2945 | Submission Open
Keywords: radar detection; radar tracking; radar target recognition; radar signal processing; radar remote sensing; deep learning for radar
(This special issue belongs to the Section Ocean Remote Sensing)
Remote Sensing Application in Sustainable Urban Planning and Environmental Services in the Big Data Era (Second Edition)
edited by
submission deadline 30 Apr 2025 | 1 articles | Viewed by 2579 | Submission Open
Keywords: big data described urban landscape; urban remote sensing; sustainable urban development; urban health under the lens of remote sensing and social sensing technologies; spatiotemporal data analysis in urban studies; remote sensing and big data supported urban simulation; urban vibrancy; multispectral; hyperspectral; and social sensing applications in urban studies
(This special issue belongs to the Section Urban Remote Sensing)
Land Deformation and Engineering Structural Health Monitoring Using Geo-Spatial Technologies
edited by and
submission deadline 30 Apr 2025 | 1 articles | Viewed by 1885 | Submission Open
Keywords: GNSS; remote sensing; GIS; spatial analysis; machine learning; SAR/In-SAR/GBSAR
(This special issue belongs to the Section Remote Sensing for Geospatial Science)
Remote Sensing for Soil Moisture and Vegetation Parameters Retrieval (Second Edition) submission deadline 30 Apr 2025 | 2 articles | Viewed by 1827 | Submission Open
Keywords: soil moisture; agricultural monitoring; microwave remote sensing; machine learning; vegetation dynamics estimates; modeling; drought assessment
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Remote Sensing Applications in Urban Ecosystem Services (Second Edition)
edited by Songbing Zou
submission deadline 30 Apr 2025 | 1 articles | Viewed by 455 | Submission Open
Keywords: urban ecosystem services; quantification and assessment; climate change; human activity; sustainable management; urbanization; urban heat island effect; air quality; water resource management; biodiversity conservation
(This special issue belongs to the Section Urban Remote Sensing)
Remote Sensing and Industry 4.0 for Cultural Heritage and Archaeological Landscapes Applications submission deadline 30 Apr 2025 | Viewed by 370 | Submission Open
Keywords: remote sensing; cultural heritage; industry 4.0; archaeological landscapes; satellite imagery; airborne technologies; LiDAR (light detection and ranging); digital twins; digital archives; GIS (geographic information systems); BIM (building information modeling); HBIM (heritage building information modeling); geomatics
(This special issue belongs to the Section Urban Remote Sensing)
Remote Sensing Techniques for the Detection of Marine Phytoplankton
edited by Yueqi Wang and
submission deadline 30 Apr 2025 | Viewed by 262 | Submission Open
Keywords: remote sensing sensors and platforms; remote sensing algorithms; phytoplankton biomass; phytoplankton size structure; phytoplankton species composition; spatial and temporal dynamics; climate change impacts
(This special issue belongs to the Section Ocean Remote Sensing)
Advances in Satellite and Ground-Based Polarimetric Remote Sensing and Applications in Atmosphere, Ocean and Land Surface Detections (Second Edition)
edited by , and Jin Hong
submission deadline 30 Apr 2025 | Viewed by 237 | Submission Open
Keywords: light scattering theory and polarized radiative transfer; satellite-based polarimetric remote sensing; ground-based polarimetric remote sensing; calibration and data validation; polarimetric data processing; advanced retrieval algorithms; applications of polarimetric remote sensing
(This special issue belongs to the Section Atmospheric Remote Sensing)
Radiometric Calibration of Satellite Sensors Used in Remote Sensing
edited by , , Boyang Chen and Juyang Hu
submission deadline 30 Apr 2025 | Viewed by 211 | Submission Open
Keywords: calibration; radiometer; SNO; SCO; vicarious calibration; lunar calibration; pre-launch calibration
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Remote Sensing in Intelligent Maritime Research (Second Edition)
edited by , and Chen-Joe Fong
submission deadline 30 Apr 2025 | Viewed by 181 | Submission Open
Keywords: shipping satellite technology; smart transportation systems; fishery oceanography; sustainable management; green energy and blue carbon; artificial intelligence; internet of things
(This special issue belongs to the Section Ocean Remote Sensing)
Deep Learning and Multi-modal Data Processing for Geological Environment Remote Sensing Interpretation: Methods, Techniques and Applications
edited by Wei Han, Jining Yan, and
submission deadline 1 May 2025 | 9 articles | Viewed by 14959 | Submission Open
Keywords: novel data sources and deep learning methods for the geological environment; marine; and urban element interpretation; multi-source and multi-modal remote sensing data fusion; enhancing and denoising geological images using deep learning techniques; deep learning applications in monitoring geological disasters; surveys; mineral resources; and other elements; deep learning for land cover change analysis; cutting-edge techniques for efficient deep learning-based geological processing in distributed environment
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Signal Processing Theory and Methods in Remote Sensing (Second Edition)
edited by , Junhui Hou, Kun Hu and Mingyang Ma
submission deadline 1 May 2025 | 11 articles | Viewed by 14525 | Submission Open
Keywords: signal processing; remote sensing; image processing; deep learning; information fusion; time-series analysis
(This special issue belongs to the Section Engineering Remote Sensing)
Interpretation and Attribution of Land Subsidence: A Remote Sensing and Machine Learning Perspective
edited by , , and Zheyuan Du
submission deadline 1 May 2025 | Viewed by 218 | Submission Open
Keywords: land subsidence; remote sensing; machine learning; deep learning; subsidence monitoring; predictive modeling; data fusion; ground deformation
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Quantitative Inversion and Validation of Satellite Remote Sensing Products
edited by , Jian Yang, , Hailiang Gao and
submission deadline 10 May 2025 | 10 articles | Viewed by 22396 | Submission Open
Keywords: remote sensing products; quantitative inversion; validation; space infrastructure; remote sensing applications
Oceanographic Lidar in the Study of Marine Systems
edited by , , Junwu Tang and
submission deadline 10 May 2025 | 6 articles | Viewed by 12464 | Submission Open
Keywords: LiDAR; remote sensing; ocean optics; ocean ecology; ocean color; development; validation and calibration of ocean LiDAR algorithms; aerosol– ocean interactions.
(This special issue belongs to the Section Environmental Remote Sensing)
Advances in High-Resolution Satellite Remote Sensing Image Processing and Classification
edited by Yingdong Pi, , Qingwei Zhuang and
submission deadline 10 May 2025 | 9 articles | Viewed by 12323 | Submission Open
Keywords: geometric/radiometric processing; image registration; image interpretation; 3D reconstruction; deep learning; multi-source image fusion and information extraction; image clustering and segmentation; object extraction
(This special issue belongs to the Section Remote Sensing Image Processing)
Recent Progress in Hyperspectral Remote Sensing Data Processing
edited by Joan Serra-Sagristà, and
submission deadline 10 May 2025 | 5 articles | Viewed by 8401 | Submission Open
Keywords: hyperspectral data processing; remote sensing data processing; classification; segmentation; and detection; transmission and compression; machine-learning based remote sensing processing
(This special issue belongs to the Section Environmental Remote Sensing)
SAR for Forest Mapping III
edited by and Armando Marino
submission deadline 10 May 2025 | 6 articles | Viewed by 8073 | Submission Open
Keywords: drone/airborne/spaceborne synthetic aperture radar (SAR); biomass estimation; forest mapping; change detection; SAR polarimetry; interferometry; tomography; artificial intelligence for forest applications
(This special issue belongs to the Section Forest Remote Sensing)
Advancements in Remote Sensing and Digital Twins for Bridge Infrastructure submission deadline 10 May 2025 | 1 articles | Viewed by 5522 | Submission Open
Keywords: digital twin; UAV-based photogrammetry; terrestrial laser scanning (TLS); bridge information model (BrIM); 3D reconstruction; computer vision; bridge inspection; structural assessment; bridge management; virtual reality (VR); augmented reality (AR)
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing in Earth Surface Changes and Deformations Caused by Earthquake and Landslide (Third Edition)
edited by , and
submission deadline 10 May 2025 | 3 articles | Viewed by 4503 | 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)
Technologies for Forecasting Volcanic Hazards: From Remote Sensing to Modeling
edited by , and Vito Zago
submission deadline 10 May 2025 | 1 articles | Viewed by 2841 | Submission Open
Keywords: data collection; spatial analysis; temporal analysis; mathematical modeling; sensitivity analysis; validation and calibration; uncertainty assessment; decision support
(This special issue belongs to the Section Environmental Remote Sensing)
GeoAI and EO Big Data Driven Advances in Earth Environmental Science submission deadline 15 May 2025 | 19 articles | Viewed by 47068 | Submission Open
Keywords: earth observation big data; GeoAI; multisource/multimodal data fusion; long time-series analysis; retrievals of environmental variables; postprocessing of environmental variables retrievals; monitoring; evaluation; and prediction; land cover land use; natural hazards; high-impact events
(This special issue belongs to the Section Environmental Remote Sensing)
Mapping and Monitoring of Civil Infrastructures Using LiDAR/Laser Scanning
edited by
submission deadline 15 May 2025 | 6 articles | Viewed by 24056 | Submission Open
Keywords: Laser Scanning; LiDAR; Mapping; Monitoring; Object Modeling; Object Extraction; Point Cloud; Segmentation; Civil Infrastructures
(This special issue belongs to the Section Urban Remote Sensing)
Remote Sensing of Precipitation Extremes submission deadline 15 May 2025 | 8 articles | Viewed by 18560 | Submission Open
Keywords: satellite; extreme precipitation; algorithms for precipitation monitoring; flood and drought prediction; flash floods; near-real-time precipitation monitoring; convective and orographic precipitation events; severe storms; downscaling; bias correction; precipitation intensity; amount; and duration
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing for Vegetation Phenology in a Changing Environment
edited by and
submission deadline 15 May 2025 | 6 articles | Viewed by 14842 | Submission Open
Keywords: vegetation phenology; climate change; multisource remote sensing; SIF; ground phenology images; phenological model
(This special issue belongs to the Section Forest Remote Sensing)
Remote Sensing in Forest Fire Monitoring and Post-fire Damage Analysis II submission deadline 15 May 2025 | 6 articles | Viewed by 13278 | Submission Open
Keywords: fire damage; post-fire; soil; vegetation; landsat; sentinel; MODIS; multispectral; LiDAR; radar
(This special issue belongs to the Section Forest Remote Sensing)
Remote Sensing of Land Surface Phenology II
edited by and Nicolas Delbart
submission deadline 15 May 2025 | 7 articles | Viewed by 11345 | Submission Open
Keywords: land surface phenology; vegetation dynamics; climate change; optical; microwave; chlorophyll fluorescence; multisensor integration; geostationary satellite; micro/nanosatellite constellation; unmanned aerial vehicles (UAVs); phenology cameras and citizen science; open source computer code; software; hardware; ecological surveillance and forecasting; near-real-time monitoring
(This special issue belongs to the Section Biogeosciences Remote Sensing)
Advances in GNSS for Time Series Analysis
edited by Junping Chen, , Weijie Tan and Nannan Guo
submission deadline 15 May 2025 | 6 articles | Viewed by 11159 | Submission Open
Keywords: non-linear crustal deformation; common mode error; independent component analysis; noise analysis; mass loadings
(This special issue belongs to the Section Engineering Remote Sensing)
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