Remote Sensing

Remote Sensing of Post-fire Environmental Damage and Forest Recovery: New Challenges and Approaches

edited by

and

submission deadline 31 Dec 2025 | 6 articles | Viewed by 26091 | Submission Open

Keywords: Wildfire severity evaluation and land monitoring; Big data and artificial intelligence; 3D mapping post-fire Studies; Hyperspectral sensors post fire Studies; Ultra-high spatial resolution; Modeling image time-series for fire disturbance recovery; Wildland– urban interface (WUI); Climate change on forest fire severity

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

Advanced Applications of Remote Sensing in Monitoring Marine Environment (Second Edition)

edited by

Zhe-Wen Zheng

and

Jiayi Pan

submission deadline 31 Dec 2025 | 11 articles | Viewed by 26011 | Submission Open

Keywords: ocean remote sensing; ocean environment; environment monitoring; remote sensing techniques; satellite data

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

Multi-Data Integration in Near-Surface Geophysics and Close Range Remote Sensing Applied to Cultural Heritage

edited by

Maria Danese

and

Nicola Masini

submission deadline 31 Dec 2025 | 6 articles | Viewed by 24601 | Submission Open

Keywords: near-surface geophysics; close-range remote sensing; multi-data integration; GIS; spatial analysis; machine learning; deep learning; cultural heritage

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

New Insights in Remote Sensing of Snow and Glaciers

edited by

Roberto Salzano

and

Rosamaria Salvatori

submission deadline 31 Dec 2025 | 7 articles | Viewed by 24436 | Submission Open

Keywords: snow cover; glaciers; optical remote sensing; radar remote sensing; data integration; novel methodologies

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

Remote Sensing for the Study of the Changes in Wetlands

edited by

,

,

and

submission deadline 31 Dec 2025 | 9 articles | Viewed by 23156 | Submission Open

Keywords: earth observation monitoring of wetlands; essential biodiversity variables; time-series analysis to distinguish natural dynamics from artificial and climate change impacts; wetlands; including lacustrine and palustrine biome wetlands; in the estuarine; coastal and freshwater realms

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

Application of Photogrammetry and Remote Sensing in Urban Areas

edited by

Marwa Elbouz

,

Gaëtan Palka

and

Catherine Baskiotis

submission deadline 31 Dec 2025 | 6 articles | Viewed by 22428 | Submission Open

Keywords: remote sensing; photogrammetry; urban heterogeneous data fusion; urban planning; urban traffic mitigation; urban digital twins; urban pollution monitoring; global extreme event; machine learning; data mining

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

SAR in Big Data Era III

edited by Chao Wang,

Alberto Moreira

, Mihai P. Datcu,

Sirui Tian

and

Yixian Tang

submission deadline 31 Dec 2025 | 6 articles | Viewed by 19884 | Submission Open

Keywords: SAR/InSAR; big data; sustainable development goals (SDGs); high performance computing; artificial intelligence; PolSAR processing; TomoSAR processing; SAR applications; geohazards; global change

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

Advanced AI Technology for Remote Sensing Analysis

edited by Guangliang Cheng,

Qi Zhao

, Shuchang Lyu and

Hossein M. Rizeei

submission deadline 31 Dec 2025 | 7 articles | Viewed by 19313 | 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)

Remote Sensing for Landslide Investigations: Mapping, Monitoring and Forecasting

edited by

,

,

,

and

submission deadline 31 Dec 2025 | 6 articles | Viewed by 18121 | Submission Open

Keywords: landslide susceptibility mapping; landslide monitoring; landslide forecasting; landslide hazard assessment; SBAS-InSAR; risk assessment

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

Spatial Calculation and Remote Sensing Diagnosis for Environmental Health

edited by

Min Xu

,

Shaohua Wang

,

Ran Tao

and Chunxiang Cao

submission deadline 31 Dec 2025 | 3 articles | Viewed by 18008 | Submission Open

Keywords: environmental health; spatial calculation; diagnosis by remote sensing; dynamic simulation; spatiotemporal big data analysis; geographic flow; disease transmission; risk warning

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

Machine Learning and Image Processing for Object Detection

edited by

Weifeng Liu

,

Igor García Olaizola

and

Bingfeng Zhang

submission deadline 31 Dec 2025 | 5 articles | Viewed by 17776 | Submission Open

Keywords: machine learning algorithm; image processing; deep learning; object detection; quality measurement; 3D objects; pre/post-processing; drone imagery

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

Quantitative Remote Sensing of Vegetation and Its Applications

edited by

Kun Jia

and Linqing Yang

submission deadline 31 Dec 2025 | 7 articles | Viewed by 17325 | Submission Open

Keywords: remote sensing; biochemical/biophysical parameters; vegetation dynamics; multi-sensor data fusion; algorithm development; artificial intelligence; accuracy validation; inter-comparison and evaluation; products and applications

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

Vegetation Mapping through Multiscale Remote Sensing

edited by

Alberto García-Martín

and

Antonio Luis Montealegre Gracia

submission deadline 31 Dec 2025 | 5 articles | Viewed by 16012 | Submission Open

Keywords: Vegetation distribution and dynamics; Environmental assessment and monitoring; Multiscale and multiplatform remote sensing; Spectral and structural data integration; Multispectral imagery; LiDAR/SAR; UAV; Field spectrometry; Upscaling; Downscaling

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

Recent Advances in Infrared Target Detection

edited by Xia Wang and

Kun Gao

submission deadline 31 Dec 2025 | 9 articles | Viewed by 15635 | Submission Open

Keywords: infrared target detection; deep learning; signal processing; infrared image enhancement; multi-resource data fusion; infrared target tracking; infrared target monitoring

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

Hyperspectral Sensors for Soil Parameters and Crop Parameters Retrieval

edited by

Minfeng Xing

,

Jinfei Wang

and

Qisheng He

submission deadline 31 Dec 2025 | 6 articles | Viewed by 14962 | Submission Open

Keywords: hyperspectral imaging; soil parameter retrieval; crop parameter retrieval; remote sensing technologies; precision agriculture; sustainable farming; soil physicochemical properties; crop health monitoring; unmanned aerial vehicles (UAVs); biophysical and biochemical parameter estimation

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

Remote Sensing for Agricultural Water Management (RSAWM) (Second Edition)

edited by

Ramona Magno

and Paolo Filippucci

submission deadline 31 Dec 2025 | 7 articles | Viewed by 14464 | Submission Open

Keywords: high resolution; EO data; machine learning; multi-data-driven approach; water balance; water consumption; soil; climate; vegetation; irrigation

(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)

HF Surface Wave Radar: Improving Performance and Extending Capabilities

edited by

Lucy Wyatt

and

Stuart Anderson

submission deadline 31 Dec 2025 | 7 articles | Viewed by 14247 | Submission Open

Keywords: HF radar; radar systems; signal processing; inverse methods; currents; waves; winds; MetOcean

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

Remote, Proximal Sensing and Geophysics for Cultural Heritage Knowledge and Conservation (Second Edition)

edited by

,

,

,

,

,

Sergio Vincenzo Calcina

and

Ilaria Catapano

submission deadline 31 Dec 2025 | 4 articles | Viewed by 14009 | Submission Open

Keywords: methods and techniques for cultural heritage knowledge and conservation; geophysical and micro-geophysical methods; ground penetrating radar; electrical resistivity methods; magnetic and electromagnetic methods; seismic and acoustic methods; wide area geophysics; archaeological surveys; optical and infrared photogrammetry; infrared thermography; terahertz and microwave imaging; geomatics for imaging (LiDAR; laser scanner; structure for motion; etc.); image and data processing; NDT and diagnostics methods; satellite and aerial remote sensing; vulnerability studies; satellite and terrestrial radar interferometry (RAR; SAR); radar polarimetry; multispectral and hyperspectral remote sensing; motion magnification technique; integrated methods; virtual restoration and musealization

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

Dam Stability Monitoring with Satellite Geodesy II

edited by

Antonio Miguel Ruiz Armenteros

,

,

,

and

submission deadline 31 Dec 2025 | 8 articles | Viewed by 13288 | 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)

Advances in 3D Reconstruction Based on Remote Sensing Imagery and Lidar Point Cloud

edited by

Fuxun Liang

, Shuang Song and Bing Wang

submission deadline 31 Dec 2025 | 6 articles | Viewed by 13170 | Submission Open

Keywords: three-dimensional reconstruction; remote sensing image; LiDAR point cloud; multi-modality fusion; semantic segmentation; deep learning; neural radiation field (NeRF); 3D Gaussian splatting (3DGS); generative modeling; large models; ubiquitous point cloud interpretation; 3D scene modeling; building reconstruction; indoor modeling; natural scene reconstruction; digital twins

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

Advances in Synthetic Aperture Radar: Calibration, Analysis and Application II

edited by

Fang Shang

and

Lamei Zhang

submission deadline 31 Dec 2025 | 9 articles | Viewed by 12842 | Submission Open

Keywords: synthetic aperture radar; PolSAR; InSAR; POLInSAR; calibration; signal processing; SAR applications; SAR intelligent interpretation

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

Application of Remote Sensing in Coastline Monitoring

edited by Paolo Ciavola, Clara Armaroli and Juan Montes Pérez

submission deadline 31 Dec 2025 | 7 articles | Viewed by 12754 | Submission Open

Keywords: coastal morphodynamics; coastal evolution; earth observation data; shoreline; coastal wetlands; dunes; rocky shores; satellite images; UAVs; video monitoring systems

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

SAR for Forest Mapping III

edited by

Michele Martone

and Armando Marino

submission deadline 31 Dec 2025 | 7 articles | Viewed by 12527 | 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, Areal, and Proximal Soil Sensing: Innovations in Measurement and Spatial Modelling

edited by

,

,

and

submission deadline 31 Dec 2025 | 6 articles | Viewed by 12359 | Submission Open

Keywords: remote sensing; proximal soil sensing; UAV; soil spectroscopy; digital soil mapping; geostatistics; soil properties; machine learning

(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)

Advances in Remote Sensing in Coastal Geomorphology (Third Edition)

edited by

José Juan de Sanjosé Blasco

,

Germán Flor-Blanco

and

Ramón Blanco Chao

submission deadline 31 Dec 2025 | 4 articles | Viewed by 12186 | Submission Open

Keywords: geomatics techniques; coastal remote sensing; storm impact; coastal processes; coastal geomorphology; shoreline change; coastal erosion; sea level change; coastal and ports management; oceanography; anthropocene

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

Remote Sensing of Target Object Detection and Identification (Third Edition)

edited by

Paolo Tripicchio

submission deadline 31 Dec 2025 | 7 articles | Viewed by 11487 | Submission Open

Keywords: remote sensing; data fusion; machine learning; deep learning; signal processing; classification; target tracking

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

Remote Sensing for Monitoring Land-Use/Land-Cover Change and Impacts on Ecosystem Service

edited by

Shaohua Wang

,

Liang Zhou

,

Yeran Sun

and Haojian Liang

submission deadline 31 Dec 2025 | 8 articles | Viewed by 11019 | 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)

Temporal and Spatial Analysis of Multi-Source Remote Sensing Images

edited by Lin Lei,

Zhiyong Lv

and

Yuli Sun

submission deadline 31 Dec 2025 | 6 articles | Viewed by 10150 | Submission Open

Keywords: remote sensing images; multi-source data; spatial-temporal analysis; machine learning and deep learning; multi-modal image fusion; change detection; feature alignment

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

Recent Advantages in Monitoring Inland Water Using Various Sources of Remote Sensing Imagery from Space

edited by

Xiaodong Li

and

Frédéric Frappart

submission deadline 31 Dec 2025 | 4 articles | Viewed by 9963 | Submission Open

Keywords: inland surface water; time series analysis; artificial intelligence; data fusion; small water bodies and floods

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

Perspectives of Remote Sensing for Precision Agriculture

edited by

Christos Karydas

, Spiros Mourelatos and

Thomas Alexandridis

submission deadline 31 Dec 2025 | 4 articles | Viewed by 9749 | Submission Open

Keywords: precision agriculture; site-specific management; machine learning; computer vision; object-based image analysis; fractal geometry; drones

(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)

Application of Remote Sensing Data in Data Assimilation, Reanalysis and Artificial Intelligence for Mesoscale Numerical Weather Models (Second Edition)

edited by

, Yunheng Wang,

,

,

and

submission deadline 31 Dec 2025 | 9 articles | Viewed by 9643 | Submission Open

Keywords: advances in remote sensing data assimilation; new types of remote sensing observations; network design or data analysis with numerical models; convective-allowing and/or regional numerical model developments; probabilistic prediction methods; verification methods and statistical modelling; new developments in artificial intelligence for numerical models; regional and global data reanalysis techniques; coupled data assimilation; artificial intelligence; machine learning; air quality research

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

Applications of Satellite Geodesy for Sea-Level Change Observation

edited by

Isabel Vigo

,

David García-García

, José Antonio López Fernández and

José M. Ferrándiz

submission deadline 31 Dec 2025 | 5 articles | Viewed by 9614 | Submission Open

Keywords: satellite geodesy; sea-level change; Earth observation satellites; geodetic techniques; spatial and temporal patterns; comprehensive sea-level monitoring systems

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

Technical Developments in Radar—Processing and Application (2nd Edition)

edited by

Xiaolong Chen

, Shuwen Xu and

Luca Pallotta

submission deadline 31 Dec 2025 | 7 articles | Viewed by 9414 | 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)

Advances in Detecting and Understanding Land Surface Phenology

edited by

Jianmin Wang

,

Xiaoyang Zhang

and

Yuxia Liu

submission deadline 31 Dec 2025 | 4 articles | Viewed by 9216 | Submission Open

Keywords: land surface phenology; climate change; land use and land cover change; scaling effect; data fusion; near-real-time monitoring

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

Satellite Navigation and Signal Processing (Second Edition)

edited by

Mieczysław Bakuła

and

Krzysztof Naus

submission deadline 31 Dec 2025 | 5 articles | Viewed by 9160 | Submission Open

Keywords: GNSS systems; SBAS systems; aircraft/UAV navigation systems; marine navigation systems; land navigation systems; multi-GNSS-integrated navigation systems; GNSS algorithms; GNSS signal processing; multi-GNSS applications; real-time kinematics; smartphone GNSS surveying and navigation

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

Ground, Proximal and Remote Sensing for Precision Agriculture Applications

edited by

Alessandro Mei

,

Yung-Chung Chuang

and

Carlos Lozano Fondón

submission deadline 31 Dec 2025 | 4 articles | Viewed by 9036 | Submission Open

Keywords: satellite remote sensing; UAS and UGV; digital soil mapping; ground sensor network; vegetation analysis and yield estimation; precision agriculture and forestry; image processing and pattern recognition; field and laboratory Spectroscopy; DEM; DTM; DSM; DDM; artificial intelligence; decision support systems; geographical information systems; geostatistics

(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)

Advanced Satellite Remote Sensing for Geohazards

edited by

,

,

, Yi He and

submission deadline 31 Dec 2025 | 5 articles | Viewed by 8754 | Submission Open

Keywords: satellite remote sensing; geohazard monitoring; interferometric SAR (InSAR); landslide detection; subsidence monitoring; glacier dynamics; remote sensing applications; satellite imagery; geospatial analysis

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

Explainable Artificial Intelligence (XAI) in Remote Sensing Big Data (Second Edition)

edited by Peng Liu,

Masoud Mahdianpari

and

Fang Huang

submission deadline 31 Dec 2025 | 4 articles | Viewed by 8322 | Submission Open

Keywords: explainable artificial intelligence (XAI); remote sensing (RS) big data; semantic interpretation; deep feature understanding; large scale RS image classification/segmentation; object detection; multi-source geospatial data; large scale inversion problems; spatial optimization; environmental applications; climate change; machine learning; deep learning

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

Road Extraction and Distress Assessment by Spaceborne, Airborne and Terrestrial Platforms (Second Edition)

edited by

Alessandro Mei

,

Valerio Baiocchi

and

Xianfeng Zhang

submission deadline 31 Dec 2025 | 4 articles | Viewed by 7796 | Submission Open

Keywords: road extraction and pavement distress analysis; very high resolution satellite imagery; airborne remote sensing; synthetic aperture radar (SAR); UAV and UGV; multispectral and hyperspectral remote sensing; time series analysis; change detection; imaging spectroscopy; pavement management systems (PMS); photogrammetry and 3D modelling; GIS modelling for management plan; decision support systems based on remote sensed techniques; geostatistics; artificial intelligence; ML (machine learning); CNN; deep learning; data fusion; light detection and ranging (LiDAR); pattern recognition

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

Hyperspectral Imaging and LiDAR Scanning Technology Development and Applications

edited by

Jianxin Jia

, Yuwei Chen,

Yue Yu

and

Xiaorou Zheng

submission deadline 31 Dec 2025 | 3 articles | Viewed by 7763 | Submission Open

Keywords: hyperspectral imaging; LiDAR; data processing; artificial intelligence; remote sensing applications

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

GIS and Remote Sensing in Soil Mapping and Modeling (Second Edition)

edited by

Xiaoling Wu

,

Chong Luo

,

Liujun Zhu

and Xiaoji Shen

submission deadline 31 Dec 2025 | 5 articles | Viewed by 6970 | Submission Open

Keywords: GIS; remote sensing; soil science; soil moisture; spatial modeling; climate change; precision agriculture

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

Multi-Data Applied to Near-Surface Geophysics (Second Edition)

edited by

Fridon Shubitidze

submission deadline 31 Dec 2025 | 4 articles | Viewed by 6642 | Submission Open

Keywords: multi-data near-surface; joint-inversion; remote sensing; UXO; magnetics; electromagnetics induction; acoustic; permafrost; classification; hazardous materials; unmanned aerial systems

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

Remote Sensing Supporting the Inventorying and Analysis of Ground Instabilities Scenarios Induced by Earthquakes

edited by

Matteo Fiorucci

, Gian Marco Marmoni and

Salvatore Martino

submission deadline 31 Dec 2025 | 2 articles | Viewed by 6617 | Submission Open

Keywords: earthquake-induced landslides; landslide distribution; landslide scenarios; co/post-seismic landslides surveying and monitoring; remote sensing applied to landslides; SAR; DInSAR; GBInSAR interferometry; photointerpretation; environmental monitoring

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

Advances in Retrieval and Validation of Atmospheric Components by Remote Sensing

edited by

Yuhan Luo

,

Lei Liu

, Shanshan Wang and

Youwen Sun

submission deadline 31 Dec 2025 | 5 articles | Viewed by 6561 | 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)

Impacts of Climate Change on Water Cycle and Terrestrial Ecosystems by Remote Sensing

edited by Chun-Yu Dong,

Xufeng Wang

and

Chang Huang

submission deadline 31 Dec 2025 | 3 articles | Viewed by 6128 | 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)

Remote Sensing in Mangroves IV

edited by

Chandra Giri

submission deadline 31 Dec 2025 | 3 articles | Viewed by 6013 | Submission Open

Keywords: mangrove distribution; mangrove expansion and squeeze; deforestation and afforestation; species discrimination; stand density; forest health; forest disturbance; multi-platform; multi-spectral; and multi-resolution data; image processing; image classification; results validation; change detection; cloud computing

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

Satellite Observations for Particulate Matter and Gaseous Pollutants Research

edited by

Zhengqiang Li

, Jintai Lin,

Cheng Chen

and Yan Yu

submission deadline 31 Dec 2025 | 4 articles | Viewed by 6004 | Submission Open

Keywords: particulate matters; gaseous pollutants; such as SO2; NO2; O3; etc.; aerosol and chemical compositions; satellite observation; interaction; PM2.5; PM10; PM1; and dust

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

Supporting Earth Observation and Human–Environment Interaction with Global Geospatial Information

edited by

Hua Liu

and

Hone-Jay Chu

submission deadline 31 Dec 2025 | 4 articles | Viewed by 5925 | Submission Open

Keywords: muti-platform earth observations; AI; big data; remote sensing; image fusion; hazards; human health; anthropogenic influences; climate resilience; global change; climate change

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

Advances in Remote Sensing of Atmospheric Aerosols and Their Radiative Effects

edited by

Omar Torres

and Hiren Jethva

submission deadline 31 Dec 2025 | 3 articles | Viewed by 5920 | Submission Open

Keywords: radiative effects; aerosol properties; polarization; retrieval algorithm; long-term record; satellite; cloud screening; surface reflectance

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

Intelligent Processing of 3D Point Clouds for Scene Understanding and Modelling

edited by

Yuan Li

, Rong Huang, Shuhang Zhang and Linfu Xie

submission deadline 31 Dec 2025 | 3 articles | Viewed by 5812 | Submission Open

Keywords: LiDAR; point cloud processing; deep learning; artificial intelligence; 3D mapping and modelling

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

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