Remote Sensing

Uncertainty in Remote Sensing Image Analysis (Second Edition)

edited by Penglin Zhang,

and

submission deadline 15 Jul 2025 | 2 articles | Viewed by 4577 | Submission Open

Keywords: image processing and uncertainty analysis; uncertainty in remote sensing applications; uncertainty quantification; uncertainty suppression/control; error or uncertainty modeling; process or mechanism of uncertainty propagation; data quality; reliability; the impact of uncertainty on decision making; geospatial statistics

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

Machine Learning and Automation in Remote Sensing Applied in Hydrological Processes

edited by

Andrei Enea

,

Cristian Constantin Stoleriu

,

Marina Iosub

and

Fiachra O’Loughlin

submission deadline 15 Jul 2025 | 3 articles | Viewed by 4549 | Submission Open

Keywords: automation; artificial intelligence; flood risk automation; GIS tools; Google Earth Engine; hydrological processes; machine learning; neural networks; remote sensing automation

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

The Use of Remote Sensing Data in Water Resources Management: Current Challenges and Future Opportunities

edited by

Mohamed Ahmed

and

Esayas Gebremichael

submission deadline 15 Jul 2025 | 2 articles | Viewed by 4469 | Submission Open

Keywords: surface water; groundwater; visible data; thermal data; radar data monitoring; natural variability; climate change; anthropogenic variability

(This special issue belongs to the Section Earth Observation Data)

Remote Sensing Based Forest Inventories from Landscape to Global Scale II

edited by Liyong Fu,

Ram P. Sharma

,

Guangxing Wang

and

Xiaodi Zhao

submission deadline 15 Jul 2025 | 3 articles | Viewed by 4033 | Submission Open

Keywords: remote sensing; spatial statistics; forest ecosystem; ecological services function; value assessment; forest inventory; human activities; forest management; forest carbon sink; unmanned aerial vehicle

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

Applications of Remote Sensing in Vegetation Cover and Phenology Observation

edited by

Raffaella Matarrese

and Annarita D’Addabbo

submission deadline 15 Jul 2025 | 3 articles | Viewed by 3680 | Submission Open

Keywords: vegetation monitoring; plant phenology; multispectral and hyperspectral imaging; environmental monitoring; satellite; aerial and UAV data fusion; vegetation pathology

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

Advanced Multi-GNSS Positioning and Its Applications in Geoscience

edited by Ahao Wang,

Yize Zhang

, Xuexi Liu, Xiangdong An and

Junping Chen

submission deadline 15 Jul 2025 | 3 articles | Viewed by 2238 | Submission Open

Keywords: multi-GNSS; multi-sensor fusion; low-cost GNSS receivers; low Earth orbiter (LEO); real-time kinematic (RTK); precise point positioning (PPP); atmospheric modeling; surface deformation monitoring; ionospheric irregularities analysis; GNSS geoscience applications

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

Remote Sensing in Hazards Monitoring and Risk Assessment

edited by

,

, Hongquan Sun,

and

submission deadline 15 Jul 2025 | 2 articles | Viewed by 2163 | Submission Open

Keywords: remote sensing; hazard monitoring; risk mapping; disaster reduction strategies; hazard/risk models

(This special issue belongs to the Section Earth Observation for Emergency Management)

Spaceborne High-Resolution SAR Imaging (Second Edition)

edited by

Jianlai Chen

, Caipin Li,

Jian Peng

, Yang Lan and

Mengdao Xing

submission deadline 15 Jul 2025 | 2 articles | Viewed by 2134 | Submission Open

Keywords: new imaging mechanism and theory; high-resolution imaging; advance radar techniques; multi-source data fusion; target detection

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

Processing Methods and Techniques of Spaceborne SAR with Ultra-High Resolution

edited by

Guangcai Sun

,

Wenkang Liu

and

Vito Pascazio

submission deadline 15 Jul 2025 | 3 articles | Viewed by 1918 | Submission Open

Keywords: spaceborne SAR; ultra-high-resolution (UHR); focusing algorithm; interferometry; stereo SAR imaging; multi-view-angle image fusion; 3D deformation monitoring

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

Remote Sensing and Geoinformatics in Sustainable Development

edited by

Vyron Antoniou

,

Andreas Tsatsaris

and

Kleomenis Kalogeropoulos

submission deadline 15 Jul 2025 | 1 articles | Viewed by 1858 | Submission Open

Keywords: remote sensing; geospatial analysis; sustainable development goals; earth observation; resilience

(This special issue belongs to the Section Remote Sensing for Geospatial Science)

Advanced Spaceborne SAR Processing Techniques for Target Detection

edited by

Marco Manzoni

,

Carmine Clemente

and

Fabrizio Santi

submission deadline 15 Jul 2025 | 1 articles | Viewed by 1300 | Submission Open

Keywords: spaceborne SAR; autofocusing; hybrid SAR/ISAR; target detection; moving target indication; ground moving target indication (GMTI); space time adaptive processing (STAP); displaced phase center antenna (DPCA); clutter mitigation; detect-before-focusing; deep learning; machine learning; SAR image intelligent processing

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

Recent Advances in Remote Sensing Products for Water and Environment Monitoring

edited by

Gonzalo E. Espinoza-Dávalos

,

Mhd. Suhyb Salama

and

Marouane Temimi

submission deadline 15 Jul 2025 | Viewed by 1157 | Submission Open

Keywords: water resources; water fluxes; hydrologic modeling; Earth observations; environmental monitoring; hydroinformatics

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

Advancements of Vision-Language Models (VLMs) in Remote Sensing

edited by Zhixi Feng, Chuang Yang, Hongyuan Zhang, Chen Yang and Yue Chang

submission deadline 15 Jul 2025 | 1 articles | Viewed by 1119 | Submission Open

Keywords: vision– language models (VLMs); multimodal data fusion; remote sensing VQA; automatic annotation; semantic segmentation; object detection; super-resolution reconstruction; change detection; pretraining models; multimodal retrieval

Spatial Analysis and Modeling in Urban Remote Sensing

edited by

Wei Fan

and

Changshan Wu

submission deadline 15 Jul 2025 | 1 articles | Viewed by 915 | Submission Open

Keywords: remote sensing; urban environment monitoring and modeling; unmanned aerial vehicles; lidar; hyperspectral sensor; imaging spectroscopy; social sensing; GeoAI; image processing algorithm; land use/land cover mapping and change analysis; socio-economic applications; public health applications; urban planning practices; environmental modeling; environmental impacts

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

Neural Networks and Deep Learning for Satellite Image Processing

edited by Jinsong Chen,

Shanxin Guo

,

Yanfei Zhong

and Yue Xu

submission deadline 15 Jul 2025 | Viewed by 274 | Submission Open

Keywords: forest canopy structure or parameter retrieval; deep learning; land cover and land use mapping; transfer learning; matric learning; transferability assessment; cloud removal; spatial-temporal image fusion; parameter efficient fine-tuning; change detection; object recognition; super resolution

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

Geomatics and Natural Hazards

edited by

Lisa Borgatti

,

Enrico Corrado Borgogno Mondino

,

,

,

and

submission deadline 25 Jul 2025 | 11 articles | Viewed by 23147 | Submission Open

Keywords: slopes; landslides; monitoring; modelling; mitigation; hazard and risk; mountain environment; remote sensing techniques; geomatics; statistical analysis

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

Geological Hazard Monitoring, Identify, Predict, and Risk Assessment Using Geographic Information Science and Remote Sensing

edited by

Yan Zhao

,

Yongsheng Li

and

Yi Zhang

submission deadline 25 Jul 2025 | 1 articles | Viewed by 743 | Submission Open

Keywords: geological hazards; GIS and remote sensing technology; risk management; hazard monitoring; hazard identification and prediction; multi-source data fusion

(This special issue belongs to the Section Remote Sensing for Geospatial Science)

Advances in Multimodal Remote Sensing Data: Processing, Fusion and Applications

edited by Luomei Yixiang and Fa-Ming Fang

submission deadline 25 Jul 2025 | Viewed by 120 | Submission Open

Keywords: multimodal data alignment; multi-source data fusion; multimodal representation; multimodal co-learning; image interpretation; multimodal machine learning

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

Advances in Spectral Imagery and Methods for Fire and Smoke Detection

edited by Eriita Jones

submission deadline 28 Jul 2025 | Viewed by 164 | Submission Open

Keywords: fire detection; smoke detection; spectral imagery; remote sensing; environmental monitoring and management; multispectral and hyperspectral imaging; thermal imaging; machine learning; AI models; super-resolution; IOT; wildfires and aerosols

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

Environmental Monitoring Based on Remote Sensing, Earth Observation and Geoinformation

edited by

George P. Petropoulos

, Daniela Silva-Fuzzo,

Nikos Koutsias

and

Yansong Bao

submission deadline 29 Jul 2025 | 2 articles | Viewed by 1831 | Submission Open

Keywords: earth observation; remote sensing; geoinformation; geographical information systems; geospatial software tools; geoinformatics; operational products validation; natural disasters; time series analysis; multispectral and hyperspectral remote sensing sensors

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

Advances in Surface Deformation Monitoring Using SAR Interferometry

edited by Yuedong Wang, Lijia He,

Honglei Yang

and Huiqiang Wang

submission deadline 29 Jul 2025 | 3 articles | Viewed by 1731 | Submission Open

Keywords: SAR interferometry (InSAR); wide-area InSAR; advanced methods for deformation monitoring; geohazards detection and analysis; geodetic and geophysical modeling; parameter inversion; deformation analysis

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

Advanced Artificial Intelligence and Deep Learning for Remote Sensing (3rd Edition)

edited by

Zhenming Peng

,

Zhengzhou Li

and Yimian Dai

submission deadline 29 Jul 2025 | 1 articles | Viewed by 870 | Submission Open

Keywords: object detection; artificial intelligence; deep learning; scene reconstruction; scene perception; data mining; change detection; object recognition

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

Advances in InSAR Processing: Algorithmic Developments and Diverse Applications

edited by

Yasser Maghsoudi

and

Francesca Cigna

submission deadline 29 Jul 2025 | 1 articles | Viewed by 572 | Submission Open

Keywords: InSAR algorithm development; phase unwrapping; deep learning; ground deformation; persistent scatterer InSAR (PS-InSAR); small baseline subset (SBAS); atmospheric correction

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

Global Biospheric Monitoring with Remote Sensing (2nd Edition)

edited by

Ram Avtar

submission deadline 29 Jul 2025 | Viewed by 115 | Submission Open

Keywords: global biospheric monitoring; remote sensing; ecosystem dynamics; vegetation changes; biodiversity assessment; carbon sequestration

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

Recent Progress in UAV-AI Remote Sensing II

edited by

,

,

and

submission deadline 30 Jul 2025 | 4 articles | Viewed by 7244 | Submission Open

Keywords: unmanned aerial vehicles; artificial intelligence; data fusion; data mining; UAV-AI algorithms; real-time processing; change detection; disaster monitoring; system and applications

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

Calibration and Validation of SAR Data and Derived Products

edited by Muriel Pinheiro and Clément Albinet

submission deadline 30 Jul 2025 | 3 articles | Viewed by 6542 | Submission Open

Keywords: SAR; calibration and validation; FRM; reference targets; reference databases; quality monitoring; inter-comparison

(This special issue belongs to the Section Earth Observation Data)

SAR Monitoring of Marine and Coastal Environments

edited by Tao Xie,

Junmin Meng

,

He Wang

and Xinwei Chen

submission deadline 30 Jul 2025 | 6 articles | Viewed by 5286 | Submission Open

Keywords: synthetic aperture radar (SAR); marine environments; coastal hazards; remote sensing; deep learning; harsh environments; polar oceans; marine pollution; habitat mapping; climate change

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

Remote Sensing Monitoring for Earthquakes, Tectonics and Seismic Hazards

edited by

Nicola Alessandro Pino

,

Stefano Carlino

and

Raffaele Castaldo

submission deadline 30 Jul 2025 | 3 articles | Viewed by 3821 | Submission Open

Keywords: remote sensing techniques; tectonics; earthquakes; lower crust and upper mantle rheology; seismic hazard; induced seismicity and ground deformation

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

Multi-Source Remote Sensing for Environmental Component Monitoring and Target Detection

edited by

Tao Luo

, Juhua Luo,

Jianfeng Sun

and

Jianfeng Chen

submission deadline 30 Jul 2025 | 4 articles | Viewed by 2373 | Submission Open

Keywords: environmental component monitoring; atmospheric detection; target detection; lidar; floating platform; satellite; airborne; unmanned aerial vehicles (UAVs); collaborative observation; data assimilation

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

Change Detection and Classification with Hyperspectral Imaging

edited by

Xinxin Liu

, Bin Yang, Qian Shi and Lin Lei

submission deadline 30 Jul 2025 | 1 articles | Viewed by 1341 | Submission Open

Keywords: advanced algorithms for hyperspectral image classification; machine learning and deep learning approaches for change detection; hybrid approaches combining traditional and AI-based methods; validation techniques for hyperspectral change detection; integration of hyperspectral data with other remote sensing technologies; applications of hyperspectral classification or change detection in real-world problem-solving; case studies of technological breakthroughs in classification or change detection; time-series analysis of hyperspectral data for trend identification

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

Remote Sensing Techniques for 3D Reconstruction and Multimodal Structural Analysis

edited by

Yakun Ju

, Jianyuan Sun, Cong Zhang and

Feng Gao

submission deadline 30 Jul 2025 | Viewed by 262 | Submission Open

Keywords: 3D surface reconstruction in remote sensing; multimodal remote sensing data fusion; synthetic aperture radar (SAR) imaging; LiDAR point cloud processing; hyperspectral and multispectral imaging; remote sensing for structural analysis; photogrammetry and remote sensing techniques

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

Remote Sensing for Sustainability and Durability of Transportation Infrastructures

edited by

Wendy Zhou

,

Thomas Oommen

and

Linan Liu

submission deadline 31 Jul 2025 | 9 articles | Viewed by 19189 | Submission Open

Keywords: tunneling-induced ground subsidence; landslide monitoring along transportation corridors; rockfalls along roadcuts; rock mass and fault zone characterization for transportation alignment selection; airfield ground subsidence; bridge monitoring; ground deformation time series; parametric analysis of ground subsidence or deformation

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

Remote Sensing Image Classification and Semantic Segmentation (Second Edition)

edited by

,

,

,

, Bobo Xi,

and

submission deadline 31 Jul 2025 | 10 articles | Viewed by 17704 | Submission Open

Keywords: remote sensing; deep learning; semantic segmentation; classification; cross-domain; earth observation

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

Planetary Geologic Mapping and Remote Sensing (Second Edition)

edited by

Kaichang Di

,

Long Xiao

and

Jan-Peter Muller

submission deadline 31 Jul 2025 | 8 articles | Viewed by 16388 | Submission Open

Keywords: planetary geology; planetary topography and geomorphology; planetary chronology; planetary spectrum; planetary remote sensing; geologic structures; geologic mapping; planetary composition; planetary GIS; planetary exploration missions; landing sites

(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)

Recent Progress on Remote Sensing Change Detection and Application Driven by AI

edited by

Xinzheng Zhang

,

Ce Zhang

and

Hong Huang

submission deadline 31 Jul 2025 | 6 articles | Viewed by 13007 | Submission Open

Keywords: remote sensing; change detection; artificial intelligence; deep learning; neural network; image processing

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

Remote Sensing of Climate-Vegetation Dynamics and Their Effects on Ecosystems II

edited by

Chung-Te Chang

and

Junhu Dai

submission deadline 31 Jul 2025 | 6 articles | Viewed by 10111 | Submission Open

Keywords: vegetation phenology; regular climate; climatic fluctuation; disturbance; phenocam; multisource remotely sensed data; time-series; water resources; productivity; biogeochemical cycles

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

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

edited by

Riccardo Roncella

,

Mattia Previtali

and Luca Perfetti

submission deadline 31 Jul 2025 | 8 articles | Viewed by 9979 | 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)

Latest Developments and Applications in Remote Sensing with Nighttime Lights II

edited by

Johannes Puschnig

and Pietro Fiorentin

submission deadline 31 Jul 2025 | 3 articles | Viewed by 8523 | Submission Open

Keywords: night sky brightness; light pollution; light scattering; long-term trends of light pollution; photometric measurements; atmospheric modeling

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

Remote Sensing and Geospatial Analysis in the Big Data Era

edited by

Robert Tenzer

and

Hok Sum Fok

submission deadline 31 Jul 2025 | 3 articles | Viewed by 6652 | Submission Open

Keywords: remote sensing; geospatial analysis; Big Data; machine learning; data fusion and integration; spatial modeling; advanced algorithms

(This special issue belongs to the Section Remote Sensing for Geospatial Science)

Satellite Remote Sensing for Ocean and Coastal Environment Monitoring

edited by

Haidong Pan

,

Daosheng Wang

and

Jungang Yang

submission deadline 31 Jul 2025 | 8 articles | Viewed by 6561 | Submission Open

Keywords: sea level rise; ocean tides; model assimilation; sea surface temperature; sea surface salinity; chlorophyll; water transparency; sea waves; mesoscale eddy; ocean dynamics

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

Advances in Synthetic Aperture Radar (SAR) Data Processing and Applications

edited by Liang Guo,

Sergio Vitale

, Junli Liang,

Rui Guo

and Hongfei Yin

submission deadline 31 Jul 2025 | 6 articles | Viewed by 6003 | Submission Open

Keywords: SAR data processing methods; SAR application; SAR image recognition and interpretation; SAR image quality evaluation; artificial intelligence in SAR data processing and applications; SAR image processing; polarimetric SAR; interferometric SAR; tomographic SAR

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

New Perspectives on 3D Point Cloud (Third Edition)

edited by

Sara Gonizzi Barsanti

submission deadline 31 Jul 2025 | 5 articles | Viewed by 5978 | Submission Open

Keywords: point cloud acquisition (laser scanner; mono/stereo vision; panoramas; phone cameras; aerial and satellite images; indoor and narrow spaces); deep learning for segmentation/semantic representation and processing; AI/ML/DL for point cloud processing and pattern recognition; NErF; monocular depth estimation for 3D point cloud reconstruction; voxel creation; denoising point clouds; data extraction/data analysis/point cloud registration/multi-temporal point clouds; change detection; from 2D images to 3D Point Clouds with GANs and LLMs

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

Precipitation, Flood and Earthquake Events Monitoring, Simulation, Analysis and Early Warning by Advanced Environmental Remote Sensing and AI

edited by

Congzheng Han

, Jiamou Liu and Hongbin Chen

submission deadline 31 Jul 2025 | 5 articles | Viewed by 5950 | Submission Open

Keywords: radar; satellite; microwave links; AI and algorithms; flood and drought prediction; simulation; modeling; and analysis; short-term precipitation forecasting; precipitation monitoring; earthquake prediction and monitoring and geophysical exploration; technology for disaster information acquisition; disaster monitoring and disaster mitigation and avoidance simulation

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

Real-Time Flood Monitoring and Prediction Using Integrative Remote Sensing and AI

edited by Pietro Ceccato, Pekel Jean-François and Peter Salamon

submission deadline 31 Jul 2025 | 3 articles | Viewed by 5468 | Submission Open

Keywords: satellite image; artificial intelligence; flood depth; flood monitoring; flood forecasting; airplane/drone images; urban flood; hydrological models

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

Multi-Source Remote Sensing Data in Hydrology and Geophysical Processes

edited by

Shiqiang Zhang

,

Yun Chen

, Qiudong Zhao and

Chang Huang

submission deadline 31 Jul 2025 | 6 articles | Viewed by 5388 | Submission Open

Keywords: hydrologic variables; data fusion; surface water; glaciers; snow cover; hydrological process; flood monitoring

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

Estimating the Ecological Services of Urban Green Infrastructures Using Remote Sensing

edited by

Oz Kira

and

Arnon Karnieli

submission deadline 31 Jul 2025 | 1 articles | Viewed by 5191 | Submission Open

Keywords: urban sustainability; urban green infrastructures; urban ecological services; vegetation classification; carbon cycle; evapotranspiration; urban heat islands; shading

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

Advancements in Environmental Remote Sensing and GIS

edited by

Mateo Gašparović

,

Dorijan Radočaj

,

Dino Dobrinić

and Sergej Baričević

submission deadline 31 Jul 2025 | 3 articles | Viewed by 4862 | Submission Open

Keywords: environmental monitoring; spatial analysis; geographic information systems (GIS); remote sensing; satellite imagery; unmanned aerial vehicles (UAVs); ecosystem management; climate change assessment; land use and land cover change; sustainable development; conservation and biodiversity; global navigation satellite systems (GNSS); disaster management

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

Advances in Geological Hazard Characterization and Assessment: Merging Remote Sensing with Direct Surveys

edited by

,

,

and

submission deadline 31 Jul 2025 | 4 articles | Viewed by 4769 | Submission Open

Keywords: geological Hazards; remote sensing; UAV LiDAR; InSAR; high-resolution satellite imagery; direct Surveys; hazard assessment; risk management; data integration; hazard mitigation

(This special issue belongs to the Section Earth Observation for Emergency Management)

Global, Regional and Cross-Event Transferability of Deep Learning and Machine Learning Models for Landslide Detection and Susceptibility Mapping

edited by

Adel Asadi

,

Magaly Koch

, Weiwei Zhan and

Xiaokang Zhang

submission deadline 31 Jul 2025 | 3 articles | Viewed by 4683 | Submission Open

Keywords: landslide detection; landslide susceptibility mapping; earthquakes and rainfalls; change detection; global and regional models; multi-source remote sensing; image processing; geospatial modeling; deep transfer learning; machine learning

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

Study on Hydrological Hazards Based on Multi-Source Remote Sensing

edited by Jun Zhang, Shaonan Zhu and

Qiang Dai

submission deadline 31 Jul 2025 | 2 articles | Viewed by 3537 | Submission Open

Keywords: multi-source remote sensing; hydrological hazards; flood monitoring; drought assessment; landslide risk; remote sensing data fusion; machine learning; climate change

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

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