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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 polices 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 for Monitoring Land-Use/Land-Cover Change and Impacts on Ecosystem Service
edited by , , and Haojian Liang
submission deadline 26 Feb 2025 | Viewed by 33 | 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)
Quantitative Remote Sensing and Its Applications in Agriculture and Vegetation submission deadline 26 Feb 2025 | Viewed by 29 | Submission Open
Keywords: quantitative remote sensing; radiation directionality observing and modelling; radiative transfer and radiation budget; bidirectional reflectance distribution function (BRDF); directional anisotropy; angular anisotropy; retrieval of plant biochemical parameters; precision agriculture
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Remote Sensing for Structural Monitoring and Assessment of Constructions
edited by
submission deadline 26 Feb 2025 | Viewed by 15 | Submission Open
Keywords: structural health monitoring; satellite data; structural assessment; structural analysis
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing for Hydrological Management submission deadline 26 Feb 2025 | Viewed by 10 | 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)
Remote Sensing Technologies, Applications and Perspectives at Night: Nightlight, Nighttime Thermal Infrared and Synthetic Aperture Radar (SAR)
edited by , Jiajun Li, Weiying Lin and
submission deadline 27 Feb 2025 | Viewed by 75 | Submission Open
Keywords: nightlight remote sensing; night-time thermal infrared remote sensing; night-time synthetic aperture radar (SAR); ecological applications; human settlement applications; other night-time applications
(This special issue belongs to the Section Urban Remote Sensing)
Recent Development of Practical AI in Remote Sensing and Geoinformatics submission deadline 28 Feb 2025 | 6 articles | Viewed by 30821 | Submission Open
(This special issue belongs to the Section AI Remote Sensing)
Oceans from Space V
edited by
submission deadline 28 Feb 2025 | 7 articles | Viewed by 14097 | Submission Open
Keywords: ocean observations; marine environment; oceanographic missions; satellite; and sensors; data cal-val; processing algorithms; and model assimilation; sea parameters and processes; bio-geo-chemical cycles; and ecological status.
(This special issue belongs to the Section Ocean Remote Sensing)
Application of Hyperspectral Imagery in Precision Agriculture
edited by Donna M. Delparte
submission deadline 28 Feb 2025 | 4 articles | Viewed by 8587 | Submission Open
Keywords: machine learning; hyperspectral remote sensing; spectral analysis; CNN; crop threats; crop yield forecasting
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Local-Scale Remote Sensing for Biodiversity, Ecology and Conservation submission deadline 28 Feb 2025 | 5 articles | Viewed by 8236 | Submission Open
Keywords: biodiversity; ecology; local scale; remote sensing; conservation; restoration; laser scanning; satellite sensors; drones
(This special issue belongs to the Section Environmental Remote Sensing)
Advance of Radar Meteorology and Hydrology II
edited by and
submission deadline 28 Feb 2025 | 6 articles | Viewed by 7354 | Submission Open
Keywords: radar system; radar signal processing; quality control; quantitative precipitation estimation; nowcasting; hydrological applications; remote sensing; precipitation
(This special issue belongs to the Section Atmospheric Remote Sensing)
Microwave Tomography: Advancements and Applications submission deadline 28 Feb 2025 | 5 articles | Viewed by 7095 | Submission Open
Keywords: microwave and radar imaging; signal processing; microwaves sensors; radar systems; inverse scattering; Artificial Intelligence (AI)
(This special issue belongs to the Section Engineering Remote Sensing)
Satellite-Based Climate Change and Sustainability Studies
edited by , and Zhiliang Zhu
submission deadline 28 Feb 2025 | 7 articles | Viewed by 6709 | Submission Open
(This special issue belongs to the Section Environmental Remote Sensing)
Radar Remote Sensing for Monitoring Agricultural Management submission deadline 28 Feb 2025 | 4 articles | Viewed by 6570 | Submission Open
Keywords: tillage operation and harvest; soil moisture; crop damage assessment; crop phenology stage identification; new processing pipelines in cloud computing framework; geo-biophysical parameter retrieval approaches; field experiments; data fusion and assimilation
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Global Monitoring of Inland Water Using Remote Sensing and Artificial Intelligence submission deadline 28 Feb 2025 | 6 articles | Viewed by 6098 | Submission Open
Keywords: remote sensing; inland water; artificial intelligence; water resource; hydrology; machine learning; global change and regional response
(This special issue belongs to the Section AI Remote Sensing)
Remote Sensing of Ecosystem Structure and Function Dynamics Due to Climate Change and Human Activities
edited by , and
submission deadline 28 Feb 2025 | 5 articles | Viewed by 5938 | Submission Open
Keywords: ecosystem structure; ecosystem function; ecological protection; biodiversity; nature reserves; carbon sequestration; climate change
(This special issue belongs to the Section Ecological Remote Sensing)
Advances in Remote Sensing of Phytoplankton Optical Properties and for Studies in Marine Biology submission deadline 28 Feb 2025 | 2 articles | Viewed by 5562 | Submission Open
Keywords: marine optics; marine biology; phytoplankton communities; phytoplankton biomass; phytoplankton pigments
(This special issue belongs to the Section Biogeosciences Remote Sensing)
Biomass Remote Sensing in Forest Landscapes II
edited by , Xiaoyi Wang, , and
submission deadline 28 Feb 2025 | 4 articles | Viewed by 5517 | Submission Open
Keywords: above-ground biomass (AGB); carbon cycle; biomass; remote sensing; drone; lidar; laser scanning
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Spatial Analysis of Fire Susceptibility, Taking into Account Climatic, Vegetation and Geomorphological Triggering Factors through the Use of Remote Sensing Techniques submission deadline 28 Feb 2025 | 1 articles | Viewed by 5134 | Submission Open
Keywords: global warming; climate change effects monitoring; management of the forests; fire risk numeric models; real-time alert for fires; fire risk maps and susceptibility maps; assessment of vegetation well-being parameters
(This special issue belongs to the Section Forest Remote Sensing)
Remote Sensing and GIS for Archaeology submission deadline 28 Feb 2025 | 1 articles | Viewed by 5064 | Submission Open
Keywords: remote sensing and GIS; archaeology; looting; climate change; risk assessment; hazards; archaeological sites; Sentinel/Landsat/Planet; AI; digital twins
(This special issue belongs to the Section Environmental Remote Sensing)
Structural Health Monitoring and Damage Assessment by Advanced Remote Sensing Techniques and Methods
edited by , Necati Catbas, Rolando A. Chacón and
submission deadline 28 Feb 2025 | 3 articles | Viewed by 2284 | Submission Open
Keywords: structural health monitoring; remote sensing; deformation monitoring; time-series InSAR; lidar; damage identification; deep learning; resilience assessment
(This special issue belongs to the Section Engineering Remote Sensing)
Advanced Machine Learning Models for Remote Sensing Applications and Data Analysis—Recent Developments
edited by Ahmed Shaharyar Khwaja and
submission deadline 28 Feb 2025 | 2 articles | Viewed by 2182 | Submission Open
Keywords: deep learning; quantum machine learning; optical data; imaging radar data; multispectral and hyperspectral data; environment monitoring and prediction; calamity prediction and detection; agriculture monitoring and prediction; post-calamity evaluation; time-series for structural monitoring; transfer learning and one-shot learning; semi-supervised learning
(This special issue belongs to the Section AI Remote Sensing)
Advances in Multiple Sensor Fusion and Classification for Object Detection and Tracking
edited by Chenwei Deng, and Jeongho Cho
submission deadline 28 Feb 2025 | 2 articles | Viewed by 2052 | Submission Open
Keywords: multi-modal; multi-dimensional; multi-source information fusion; object detection; recognition and tracking; earth observation applications; feature representation and modeling; machine learning and deep learning
(This special issue belongs to the Section Engineering Remote Sensing)
New Technologies, Methods and Studies for Seismic and Radar Subsurface Exploration submission deadline 28 Feb 2025 | 2 articles | Viewed by 1924 | Submission Open
Keywords: geological exploration; geophysics; seismic survey; radar surveys; seismic and radar processing and interpretation; planetary geology
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
The Retrievals and Application of Vegetation Optical Depth and Soil Moisture submission deadline 28 Feb 2025 | 1 articles | Viewed by 1853 | Submission Open
Keywords: microwave remote sensing; vegetation optical depth; soil moisture; remote sensing; eco-hydrological applications; vegetation water content; biomass
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Estimating Above-Ground Biomass and Above-Ground Carbon by Remote Sensing Data
edited by Elia Vangi, and
submission deadline 28 Feb 2025 | 1 articles | Viewed by 1653 | Submission Open
Keywords: above-ground biomass; carbon stock; remote sensing; machine learning; climate change; forest modeling; spatial modeling
(This special issue belongs to the Section Environmental Remote Sensing)
Dam Stability Monitoring with Satellite Geodesy II submission deadline 28 Feb 2025 | 1 articles | Viewed by 1465 | Submission Open
Keywords: dam; satellite geodesy; remote sensing; GNSS; radar interferometry; InSAR; deformation monitoring; geodetic measurements; geotechnical measurements; infrastructure; earth observation; sensors
(This special issue belongs to the Section Engineering Remote Sensing)
Artificial Intelligence-Based Sensor Data Processing for Remote Sensing
edited by and Byung-Kwan Kim
submission deadline 28 Feb 2025 | 2 articles | Viewed by 1465 | Submission Open
Keywords: remote sensing; artificial intelligence/deep learning; sensors (e.g.; camera; lidar; radar); sensor fusion; signal/image processing; target detection and tracking; target recognition and classification; image segmentation
(This special issue belongs to the Section AI Remote Sensing)
Remote Sensing of Global Floods: Observing, Modelling, and Forecasting submission deadline 28 Feb 2025 | 1 articles | Viewed by 1442 | Submission Open
Keywords: flood detection; synthetic aperture radar (SAR) imagery; artificial intelligence; spatial modelling; urban flood risk; flood susceptibility mapping; flood vulnerability and resilience; uncertainties in flood risk assessments; digital technologies in flood risk management; flood warning systems
(This special issue belongs to the Section AI Remote Sensing)
International Symposium on Remote Sensing (ISRS2024)
edited by , and Yen-Ru Lai
submission deadline 28 Feb 2025 | Viewed by 809 | Submission Open
Keywords: remote sensing; spatial information sciences; global navigation satellite systems; photogrammetry; geoinformatics; artificial intelligence
(This special issue belongs to the Section AI Remote Sensing)
Machine Learning for Spatiotemporal Remote Sensing Data (2nd Edition) submission deadline 28 Feb 2025 | 1 articles | Viewed by 708 | Submission Open
Keywords: spatiotemporal modeling; spatiotemporal dependency; spatiotemporal prediction; spatiotemporal fusion; forecast; machine learning; deep learning; regression; classification; remote sensing; forecast
(This special issue belongs to the Section Environmental Remote Sensing)
Crop Yield Estimation Based on Remote Sensing and Artificial Intelligence submission deadline 28 Feb 2025 | Viewed by 486 | Submission Open
Keywords: data analytics; remote sensing; LiDAR; spectral analysis; crop modelling; geospatial data
(This special issue belongs to the Section AI Remote Sensing)
Remote Sensing for Soil Properties and Plant Ecosystems
edited by
submission deadline 28 Feb 2025 | Viewed by 420 | Submission Open
Keywords: soil properties; plant ecosystems; soil spectroscopy; soil monitoring; soil mapping; deep learning; multisensoral analysis; soil moisture; plant stress detection
(This special issue belongs to the Section Biogeosciences Remote Sensing)
Expanding Horizons: Testing and Evaluating Non-conventional Mobile Devices for Remote Sensing in Built and Natural Environment submission deadline 28 Feb 2025 | Viewed by 383 | Submission Open
Keywords: mobile devices; LiDAR; metric survey; low-cost sensors; mobile apps
(This special issue belongs to the Section Engineering Remote Sensing)
Satellite Monitoring of Volcanoes in Near-Real Time
edited by , Fabrizio Ferrucci, Nikola Rogic and Robert Wright
submission deadline 28 Feb 2025 | Viewed by 333 | Submission Open
Keywords: spaceborne EO; volcanic unrest; volcanic eruption; volcanic hazards; volcanic risk; emergency planning; emergency response; artificial intelligence; machine learning
(This special issue belongs to the Section Earth Observation for Emergency Management)
New Insights from Wind Remote Sensing
edited by Stefano Letizia, Peter Brugger, Matteo Puccioni and Sonia Wharton
submission deadline 28 Feb 2025 | Viewed by 314 | Submission Open
Keywords: wind lidars; wind radars; satellite imaging of wind fields; virtual remote sensing; uncertainty quantification of remote sensing; wind resource assessment; thermodynamic profiling for wind energy
(This special issue belongs to the Section Atmospheric Remote Sensing)
Remote and Proximal Sensing for Precision Agriculture and Viticulture II submission deadline 28 Feb 2025 | Viewed by 303 | Submission Open
Keywords: remote sensing; proximal sensing; precision agriculture and viticulture; image acquisition; image processing; multi- and hyperspectral data and sensors
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Advances in Retrieval and Validation of Atmospheric Components by Remote Sensing
edited by , , Shanshan Wang and
submission deadline 28 Feb 2025 | Viewed by 206 | Submission Open
Keywords: satellite trace gas product validation; satellite cloud product validation; trace gas vertical profile; atmospheric composition; high-resolution imaging; data assimilation; data fusion
(This special issue belongs to the Section Atmospheric Remote Sensing)
Assessment of Spatial and Temporal Patterns in Forest and Grassland Ecosystems Based on Spectral Metrics
edited by , and Margarita Huesca
submission deadline 28 Feb 2025 | Viewed by 188 | Submission Open
Keywords: hyperspectral and multispectral sensors (satellite; aerial and UAV); vegetation biophysical parameters; forest and grassland functioning; changes and trends; modelling traits; machine learning algorithms
(This special issue belongs to the Section Forest Remote Sensing)
Remote Sensing Image Thorough Analysis by Advanced Machine Learning
edited by , and
submission deadline 28 Feb 2025 | Viewed by 156 | Submission Open
Keywords: image restoration; image super-resolution; image matching; image fusion; image segmentation; object detection; model acceleration or compression
(This special issue belongs to the Section Remote Sensing Image Processing)
Advanced AI Technology for Remote Sensing Analysis
edited by Guangliang Cheng, , Shuchang Lyu and
submission deadline 28 Feb 2025 | Viewed by 93 | Submission Open
Keywords: multi-modality images; image fusion; cross-domain adaptation; visual– linguistic models; multi-modality downstream tasks; remote sensing; pattern analysis; advanced AI technology; image segmentation/detection and change detection
(This special issue belongs to the Section AI Remote Sensing)
Recent Advances in Multispectral and Hyperspectral Image Analysis and Classification submission deadline 28 Feb 2025 | Viewed by 71 | Submission Open
Keywords: hyperspectral classification; intrinsic image decomposition; scene classification; high-order tensor analysis; cross-domain adaptation; hyperspectral and multispectral image fusion; deep learning
(This special issue belongs to the Section Remote Sensing Image Processing)
3D City Modeling and Observation Using Remote Sensing and Artificial Intelligence
edited by Zheng Ji and
submission deadline 28 Feb 2025 | Viewed by 67 | Submission Open
Keywords: 3D city modlling; city observation; AI algorithm; mobile measurement platform; laser scanning data processing; object recognition and positioning; neural network for 3D reconstruction; multi-source space data processing
(This special issue belongs to the Section AI Remote Sensing)
Microwave Remote Sensing for Object Detection 2nd Edition
edited by
submission deadline 28 Feb 2025 | Viewed by 63 | 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
(This special issue belongs to the Section AI Remote Sensing)
Advancements in Autonomous UAVs for Infrastructure Inspection and Monitoring
edited by and Samer Karam
submission deadline 28 Feb 2025 | Viewed by 49 | Submission Open
Keywords: UAV; UAS; and drones; big data; machine and deep learning; three-dimensional mapping; infrastructure; civil engineering; transportation
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Impacts of Climate Change on Water Cycle and Terrestrial Ecosystems by Remote Sensing
edited by Chun-Yu Dong, and
submission deadline 28 Feb 2025 | Viewed by 44 | Submission Open
Keywords: climate change; environmental monitoring; hydrological processes; vegetation dynamics; phenology; flood; biodiversity; water cycle; drought; water resources; carbon cycle; biomass
(This special issue belongs to the Section Environmental Remote Sensing)
Applications of Remote Sensing in Oceanography: Prospects and Challenges (3rd Edition) submission deadline 28 Feb 2025 | Viewed by 40 | Submission Open
Keywords: SWOT; artificial intelligence; big remotely sensed data; sustainability; climate change; ocean numerical modeling; data assimilation
(This special issue belongs to the Section Ocean Remote Sensing)
Advanced Satellite Earth Observing Technologies for Weather and Climate Resilience
edited by , , , and Longjiang Li
submission deadline 28 Feb 2025 | Viewed by 35 | 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)
Remote Sensing of Landmines and ERW Using Ground Penetrating Radar
edited by David J. Daniels, , and
submission deadline 28 Feb 2025 | Viewed by 34 | Submission Open
Keywords: landmine detection; GPR antennas; handheld; vehicle mounted; UAV mounted; single; dual; and array GPR antennas
(This special issue belongs to the Section Engineering Remote Sensing)
Geodetic and Remote Sensing Observations in Tibet, Xinjiang and Siberia for Climate and Environment Change Studies (Second Edition) submission deadline 28 Feb 2025 | Viewed by 30 | Submission Open
Keywords: Tibetan Plateau; Xinjiang; Siberia; geodetic observation; global environment change; time and frequency applications; Earth rotation effects; crust structure and density refinement
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Low Earth Orbit Enhanced GNSS: Opportunities and Challenges
edited by Ziang Zhang and
submission deadline 28 Feb 2025 | Viewed by 29 | Submission Open
Keywords: navigation augmentation; integrity monitoring; GNSS anti-spoofing; global navigation satellite system; low orbit constellation; satellite orbit determination; communication Integration; space environment monitoring
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
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