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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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Advances in Satellite Image Analysis and Applications for Earth Observation submission deadline 30 Aug 2024 | Viewed by 291 | Submission Open
Keywords: image analysis; environmental monitoring; image-based change detection; urban planning; earth observation; GeoAI; multi-scale and multi-sensor; earth observation analytics
(This special issue belongs to the Section Environmental Remote Sensing)
Understanding Snow Hydrology through Remote Sensing Technologies submission deadline 30 Aug 2024 | Viewed by 72 | Submission Open
Keywords: snow remote sensing; SAR/SAR interferometry; microwave radiometers (AMSR2; SSM/I; … ); snow cover area; snow water equivalent; snow depth; machine learning
(This special issue belongs to the Section Environmental Remote Sensing)
State-of-the-Art in Land Cover Classification and Mapping
edited by and
submission deadline 31 Aug 2024 | 9 articles | Viewed by 21638 | Submission Open
Keywords: classification; mapping; classification systems; land cover; remote-sensing images; scale; resolution; semantics; spectral– spatial– temporal features; phenology; pattern analysis; machine learning; rule bases; accuracy metrics and assessment; uncertainty; confusion matrix; mixed pixels; sampling; reference samples; image interpretation
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Vegetation Dynamics Revealed by Remote Sensing and Its Feedback to Regional and Global Climate Ⅱ submission deadline 31 Aug 2024 | 9 articles | Viewed by 18497 | Submission Open
Keywords: vegetation type; vegetation phenology; change detection; model simulation; response to climate change; feedback to climate change
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
LEO-Augmented PNT Service submission deadline 31 Aug 2024 | 7 articles | Viewed by 16720 | Submission Open
Keywords: Low Earth orbit (LEO); Precise orbit determination (POD); Time and frequency transfer; Positioning; Navigation; Integrity monitoring; Quality control; Signal processing; Sensor calibration
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Applications of Multi-Scale Remote Sensing and GIS Technology to Study Terrestrial Ecosystems submission deadline 31 Aug 2024 | 10 articles | Viewed by 15748 | 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 and Geo-Spatial Science)
Near Real-Time (NRT) Agriculture Monitoring
edited by , , and Peng Yang
submission deadline 31 Aug 2024 | 5 articles | Viewed by 15463 | Submission Open
Keywords: near real-time (NRT); early crop mapping; crop stress; crop phenology; yield prediction; soil monitoring; data fusion; time-series analysis
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Monitoring Geohazard from Synthetic Aperture Radar Interferometry submission deadline 31 Aug 2024 | 9 articles | Viewed by 15064 | Submission Open
Keywords: geohazards; interferometry synthetic aperture radar (InSAR); earthquakes; landslides; land subsidence; sinkholes; mining; structures affected by geohazards; man-made hazards
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Advances in Microwave Remote Sensing for Earth Observation (EO)
edited by
submission deadline 31 Aug 2024 | 7 articles | Viewed by 13295 | Submission Open
Keywords: Earth observation; active microwave remote sensing; passive microwave remote sensing; polarimetric SAR: full; dual; compact; machine learning; image classification; target decomposition techniques; interferometric SAR
(This special issue belongs to the Section Engineering Remote Sensing)
Remote Sensing for Land Use and Vegetation Mapping submission deadline 31 Aug 2024 | 5 articles | Viewed by 12294 | Submission Open
Keywords: land use and land cover; local; national & global land use patterns; local; national & global vegetation mapping; land use identification algorithms; land use and urbanization; vegetation and climate change; land use and food security; phenology; machine learning; cloud processing; time-series
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Big Earth Data and Sustainable Development Goals (SDGs) Multi-Objectives Comprehensive Evaluation
edited by Lanwei Zhu, , and
submission deadline 31 Aug 2024 | 7 articles | Viewed by 11743 | Submission Open
Keywords: big earth data; SDGs; multi-objective comprehensive evaluation; remote sensing; geospatial analysis
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing: 15th Anniversary submission deadline 31 Aug 2024 | 14 articles | Viewed by 10261 | Submission Open
Radar for Space Observation: Systems, Methods and Applications submission deadline 31 Aug 2024 | 10 articles | Viewed by 9890 | Submission Open
Keywords: space radar; radar detection; target tracking; radar imaging; characterization; classification; SSA; surveillance; reconnaissance; data fusion
(This special issue belongs to the Section Environmental Remote Sensing)
Land-Atmosphere Interactions and Effects on the Climate of the Tibetan Plateau and Surrounding Regions III submission deadline 31 Aug 2024 | 10 articles | Viewed by 9514 | Submission Open
Keywords: land– atmosphere interactions; radiation flux; sensible and latent heat fluxes; land-surface heating; atmospheric heating sources; atmospheric boundary layer; climate effects; evapotranspiration; land-surface temperature; vegetation dynamics; soil moisture; machine learning; validation and evaluation
(This special issue belongs to the Section Atmospheric Remote Sensing)
Spatio-Temporal Analysis of Urbanization Using GIS and Remote Sensing
edited by
submission deadline 31 Aug 2024 | 5 articles | Viewed by 8772 | Submission Open
Keywords: time series; spatio-temporal data; spatio-spatial analysis; spatio-temporal statistics; spatio-temporal concept in GIS; spatio-temporal visual data exploration; spatio-temporal urbanization patterns; movement analysis; GIS; remote sensing; geospatial
(This special issue belongs to the Section Urban Remote Sensing)
Applications of Satellite Altimetry in Ocean Observation submission deadline 31 Aug 2024 | 7 articles | Viewed by 8453 | Submission Open
Keywords: radar altimetry; ocean circulation; sea level variability; mesoscale and sub-mesoscale features; large-scale processes; sea surface currents; coastal ocean monitoring; in situ observations; ocean waves; new altimeters
(This special issue belongs to the Section Ocean Remote Sensing)
Digital 3D Reconstruction in Urban Culture Heritage Conservation Using Remote Sensing submission deadline 31 Aug 2024 | 4 articles | Viewed by 8373 | Submission Open
Keywords: 3D building modeling/urban heritage documentation; 3D reconstruction and texturing of urban objects; cartographic; multi-platform (satellite; aerial; terrestrial) and multi-sensor (optical; laser) data fusion for 3D urban scene modeling; mobile mapping system; virtual city model generation; GIS mapping; BIM/HBIM
(This special issue belongs to the Section Urban Remote Sensing)
Remote Sensing Calibration and Validation in Sounding Atmosphere and Ionosphere
edited by , and Jiyao Xu
submission deadline 31 Aug 2024 | 6 articles | Viewed by 8160 | Submission Open
Keywords: GNSS-RO; GNSS-R; radar; lidar; airglow; data processing; calibration; validation
(This special issue belongs to the Section Atmospheric Remote Sensing)
Monitoring Water, Vegetation, and Soil Condition in Farmland Ecosystems: Integration of Multi-Source Remote Sensing submission deadline 31 Aug 2024 | 7 articles | Viewed by 7919 | Submission Open
Keywords: soil variables; crop traits; multi-source RS; crop growth model; irrigation system
(This special issue belongs to the Section Ecological Remote Sensing)
Remote Sensing for Crop Nutrients and Related Traits
edited by and
submission deadline 31 Aug 2024 | 7 articles | Viewed by 7784 | Submission Open
Keywords: plant imaging spectroscopy; crop nutritional traits; vegetative index; machine learning; hyperspectral; multispectral; thermal; fluorescence
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Remote Sensing for Land Change Science: Looking at Land Surface as a Coupled Human-Environment System submission deadline 31 Aug 2024 | 5 articles | Viewed by 7275 | Submission Open
Keywords: sustainability; land change detection; climate; geohazard; natural capital; anthropic drivers of land change; space economy
(This special issue belongs to the Section Environmental Remote Sensing)
Feature Extraction and Data Classification in Hyperspectral Imaging II submission deadline 31 Aug 2024 | 5 articles | Viewed by 7127 | Submission Open
Keywords: hyperspectral remote sensing; feature extraction; dimensionality reduction; classification; deep learning; efficient computation
(This special issue belongs to the Section Remote Sensing Image Processing)
Next-Generation Gravity Mission submission deadline 31 Aug 2024 | 4 articles | Viewed by 6986 | Submission Open
Keywords: satellite gravimetry; mission design; orbit design; gravity field space sensors; innovative space ranging devices; gravity field modelling; simulations; mass distribution; mass transport in earth system; earth science applications
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Copernicus Sentinels Missions Calibration, Validation, FRM and Innovation Approaches in Satellite-Data Quality Assessment submission deadline 31 Aug 2024 | 3 articles | Viewed by 6893 | Submission Open
Keywords: remote sensing; calibration/validation; fiducial reference measurement; copernicus sentinel missions; altimetry; radiometry
(This special issue belongs to the Section Remote Sensing Image Processing)
Artificial Intelligence and Machine Learning with Applications in Remote Sensing II submission deadline 31 Aug 2024 | 5 articles | Viewed by 6818 | Submission Open
Keywords: remote sensing data; artificial intelligence; machine learning; deep learning; hyperspectral images
(This special issue belongs to the Section Engineering Remote Sensing)
Local-Scale Remote Sensing for Biodiversity, Ecology and Conservation submission deadline 31 Aug 2024 | 3 articles | Viewed by 6214 | 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)
Crop Quantitative Monitoring with Remote Sensing II submission deadline 31 Aug 2024 | 5 articles | Viewed by 5948 | Submission Open
Keywords: quantitative remote sensing; time series analysis; crop growth models; data assimilation; machine learning; deep learning; climate change; crop parameter retrieval; crop growth monitoring; crop stress monitoring; crop disaster monitoring; crop phenology detection; crop type mapping; crop yield estimation or forecasting
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Advances in Multisensor Applications for Remote Sensing in the Engineering Geology and the Environment submission deadline 31 Aug 2024 | 4 articles | Viewed by 5887 | Submission Open
Keywords: landslide survey; ground deformation; photogrammetry; DInSAR; infrared thermography; rock mass instability; hazard and risk assessment; contamination evolution
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Time-Lapse Geophysical and Remote Sensing-Based Imaging and Diagnosis on Urban and Natural Hazards submission deadline 31 Aug 2024 | 3 articles | Viewed by 5629 | Submission Open
Keywords: time-lapse geophysics; remote sensing; image registration; image processing and classification; hazard diagnosis
(This special issue belongs to the Section Urban Remote Sensing)
Deep Learning and IoT Applications for Remote Sensing
edited by
submission deadline 31 Aug 2024 | 2 articles | Viewed by 5278 | Submission Open
Keywords: Artificial Intelligence (AI); deep learning; IoT; cloud computation; big data; remote sensing; agriculture; forestry; urban planning and management
(This special issue belongs to the Section Environmental Remote Sensing)
Air-Sea Interaction and Climate Variability in the Ocean: Observations and Modeling Based on Remote Sensing Techniques submission deadline 31 Aug 2024 | 4 articles | Viewed by 4984 | Submission Open
Keywords: air-sea interactions; climate variability; oceanic dynamics; small- and meso-scale processes; remote sensing observations; high-resolution modeling
(This special issue belongs to the Section Ocean Remote Sensing)
Advances in Remote Sensing of Phytoplankton Optical Properties and for Studies in Marine Biology submission deadline 31 Aug 2024 | 2 articles | Viewed by 4734 | Submission Open
Keywords: marine optics; marine biology; phytoplankton communities; phytoplankton biomass; phytoplankton pigments
(This special issue belongs to the Section Biogeosciences Remote Sensing)
Advance of Radar Meteorology and Hydrology II
edited by and
submission deadline 31 Aug 2024 | 5 articles | Viewed by 4590 | 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)
Satellite and Ground-Based Remote Sensing of Seismic, Volcanic and Cyclonic Activity in the Earth-Atmosphere-Ionosphere System submission deadline 31 Aug 2024 | 4 articles | Viewed by 4585 | Submission Open
Keywords: earthquake; volcanic eruption; strong atmospheric processes; complex monitoring in geophysics; numerical modeling; SAR processing; interferometry; time series analysis; photogrammetry and sonogrammetry; multi-spectral approaches; global navigation satellite system (GNSS); wave processes; electromagnetic and acoustic perturbations in geophysics; different frequency ranges; including ULF; ELF; VLF; and higher; lithosphere-hydrosphere-atmosphere-ionosphere coupling and synergetic processes
(This special issue belongs to the Section Earth Observation for Emergency Management)
Machine Learning in Global Change Ecology: Methods and Applications
edited by , , , Jiangzhou Xia and
submission deadline 31 Aug 2024 | 3 articles | Viewed by 4439 | Submission Open
Keywords: remote sensing; machine learning; terrestrial vegetation; carbon cycle; climate change; global change ecology
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Application of Shore-Based, Sky-Based and Marine Radars to Ocean and Target Parameter Extraction
edited by and Eric Gill
submission deadline 31 Aug 2024 | 4 articles | Viewed by 4386 | Submission Open
Keywords: HF radar; X-band radar; ocean wave parameters; doppler spectrum; target parameters; wave spectrum inversion; ocean surface currents; ocean surface winds
(This special issue belongs to the Section Ocean Remote Sensing)
Quantifying Digital Geomorphology and Planetary Geomorphology Using Remote Sensing Techniques submission deadline 31 Aug 2024 | 3 articles | Viewed by 4381 | Submission Open
Keywords: quantitative geomorphology; planetary geomorphology; remote sensing; DEM; GIS; Impact geomorphology; ecological and environmental change; geology; geomorphological evolution; geomorphological classification and mapping
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Remote Sensing Applications for Synoptic and Mesoscale Dynamics and Forecast
edited by , Zhe Zhang, Hongli Wang, , Lili Lei and
submission deadline 31 Aug 2024 | 5 articles | Viewed by 4308 | Submission Open
Keywords: synoptic and mesoscale; dynamics; numerical weather prediction; data assimilation; atmospheric predictability; machine learning; gravity waves and cold pool; climate model
(This special issue belongs to the Section Atmospheric Remote Sensing)
Innovative UAV Applications submission deadline 31 Aug 2024 | 2 articles | Viewed by 4266 | Submission Open
Keywords: UAV; measurement; data transfer; image evaluation; image processing; multispectral imaging; sensing techniques
(This special issue belongs to the Section Engineering Remote Sensing)
Spatial Analysis of Fire Susceptibility, Taking into Account Climatic, Vegetation and Geomorphological Triggering Factors through the Use of Remote Sensing Techniques submission deadline 31 Aug 2024 | 1 articles | Viewed by 4225 | 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)
Analysis of Satellite Cloud Images via Deep Learning Techniques submission deadline 31 Aug 2024 | 3 articles | Viewed by 4120 | 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 and GIS for Archaeology submission deadline 31 Aug 2024 | 1 articles | Viewed by 3831 | 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)
Microwave Tomography: Advancements and Applications submission deadline 31 Aug 2024 | 2 articles | Viewed by 3749 | 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)
Remote Sensing of Coastal Environment and Evolution: Progress, Challenges and Opportunities submission deadline 31 Aug 2024 | 3 articles | Viewed by 3472 | Submission Open
Keywords: coastal observation; UAV techniques; coastal erosion; coastal & beach dynamics; coastal space management solutions; coastal evolution; coastal dynamics; shoreline changes; sediment dynamics; coastal land cover; coastal and offshore topography mapping
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Global Monitoring of Inland Water Using Remote Sensing and Artificial Intelligence
edited by , , Junfeng Xiong, , and
submission deadline 31 Aug 2024 | 4 articles | Viewed by 3291 | 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)
Navigation, Localization and Applications for Unmanned Marine Vehicles and Systems
edited by
submission deadline 31 Aug 2024 | 3 articles | Viewed by 3264 | Submission Open
Keywords: unmanned surface/underwater vehicles; navigation/localization; acoustic communication; motion planning; cooperative navigation of multiple vehicles and systems; guidance; tracking; and control; ocean monitoring; sensor fusion for navigation and positioning; machine learning and AI for marine navigation
(This special issue belongs to the Section Ocean Remote Sensing)
New Methods and Applications in Remote Sensing of Tropical Forests submission deadline 31 Aug 2024 | 2 articles | Viewed by 3217 | Submission Open
Keywords: tropical forest; spectroscopy; lidar; SAR; solar-induced chlorophyll fluorescence; data fusion; time series; machine learning; deep learning; cloud computing; open science
(This special issue belongs to the Section Forest Remote Sensing)
Remote Sensing Cross-Modal Research: Algorithms and Practices
edited by , Xiumei Chen and
submission deadline 31 Aug 2024 | 5 articles | Viewed by 3124 | Submission Open
Keywords: cross-modal representation learning; cross-modal detection and identification; cross-modal conversion and retrieval; cross-modal knowledge reasoning; cross-modal image generation; cross-modal collaborative learning; remote sensing cross-modal application; domain adaptation; transfer learning; cross-modal consistency feature representation
(This special issue belongs to the Section Remote Sensing Image Processing)
Applications of SAR for Environment Observation Analysis submission deadline 31 Aug 2024 | 2 articles | Viewed by 2807 | Submission Open
Keywords: synthetic aperture radar; earth observation; machine (deep) learning; image processing; statistical signal processing; environmental monitoring; radar polarimetry; radar interferometry; multivariate statistical analysis; big data analysis
(This special issue belongs to the Section Environmental Remote Sensing)
Target Detection with Fully-Polarized Radar
edited by Siwei Chen, Tao Liu, , and Jian Yang
submission deadline 31 Aug 2024 | 2 articles | Viewed by 2418 | Submission Open
Keywords: target detection; polarimetry; fully polarized radar; deep learning; ship wake detection; stealthy; slow; or  high-speed targets; clutter
(This special issue belongs to the Section Remote Sensing Image Processing)
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