Remote Sensing

New Approaches in High-Resolution SAR Imaging

edited by

Himanshu Govil

, Chandrakanta Ojha, Ramji Divedi,

Antonio Pepe

and

Sankaran Rajendran

submission deadline 13 May 2026 | 3 articles | Viewed by 9979

Keywords: satellite radar interferometry techniques; advanced multi-temporal InSAR techniques; data fusion using InSAR-machine learning; multi-geodetic data integration; surfaced deformation and time-series analysis; natural and anthropogenic hazard monitoring; oil spill; hazard evaluation; agriculture; lithology; earth structures

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

High-Throughput Phenotyping in Plants Using Remote Sensing

edited by

Paulo Eduardo Teodoro

,

Carlos Antonio Da Silva Junior

and

Larissa Pereira Ribeiro Teodoro

submission deadline 15 May 2026 | 6 articles | Viewed by 31829 | Submission Open

Keywords: computational intelligence; agronomic traits of plants; physiological traits of plants; nutritional traits of plants; industrial traits of plants; UAV-multispectral sensor

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

Stereoscopic Remote Sensing of Air Pollutants: Emission, Formation, and Transport

edited by

Chengxin Zhang

,

Chi Li

and

Chengzhi Xing

submission deadline 15 May 2026 | 6 articles | Viewed by 18343 | Submission Open

Keywords: satellite remote sensing; ground-based remote sensing; atmospheric pollutants; source analysis; greenhouse gases

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

Innovative Applications of HF Radar (Second Edition)

edited by

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and

submission deadline 15 May 2026 | 6 articles | Viewed by 13527 | Submission Open

Keywords: HF radar; target detection; target tracking; sea state inversion; OTH radar; clutter suppression

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

Recent Advances in Deep Learning-Based High-Resolution Image Processing and Analysis

edited by Chenxiao Zhang, Zhuo Zheng and Nour Aburaed

submission deadline 15 May 2026 | 6 articles | Viewed by 13315 | Submission Open

Keywords: high-resolution images; deep learning; image classification; change detection; object detection; image processing and analysis; foundation model; image generation

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

Advances in the Remote Sensing of Solar-Induced Chlorophyll Fluorescence for Vegetation Stress

edited by

Zhigang Liu

, Shan Xu and

Micol Rossini

submission deadline 15 May 2026 | 4 articles | Viewed by 10288 | Submission Open

Keywords: solar-induced chlorophyll fluorescence; stress detection and assessment; biotic stress; abiotic stress; drought

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

Advances in AI-Driven Synthetic Aperture Radar (SAR): Data Processing to Automatic Interpretation

edited by Fan Zhang,

Bing Han

, Weixian Tan and Qiang Yin

submission deadline 15 May 2026 | 4 articles | Viewed by 4201 | Submission Open

Keywords: synthetic aperture radar (SAR); AI-based synthetic aperture radar image processing; deep learning in remote sensing; automatic target recognition (ATR); InSAR and PolSAR interpretation; synthetic aperture radar data fusion; semantic segmentation of synthetic aperture radar

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

Advances in Synthetic Aperture Radar (SAR) Imaging and Signal Processing Technologies

edited by

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,

,

and

submission deadline 15 May 2026 | 5 articles | Viewed by 3878 | Submission Open

Keywords: multi-dimensional SAR imaging; SAR interpretation; SAR target detection/recognition; polarimetric SAR; Interferometric/tomographic SAR; remote sensing data fusion; SAR signal/image processing with AI; anti-interference of SAR

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

Multi-Dimensional Radar Sensing: Systems, Algorithms, and Applications (Second Edition)

edited by

Mou Wang

,

Jun Shi

, Xianxiang Yu,

Shunjun Wei

and Jiahui Chen

submission deadline 15 May 2026 | 1 articles | Viewed by 2127 | Submission Open

Keywords: multi-dimensional radar sensing; imaging and sensing algorithms; object detection and recognition; 3-D image and point cloud processing; simultaneous localization and mapping; high-dimensional data visualization; multi-sensors image fusion

Remote Sensing Tools for Monitoring Vegetation and Enhancing Biodiversity Conservation Strategies

edited by

Marco Vuerich

and

Giacomo Trotta

submission deadline 15 May 2026 | 1 articles | Viewed by 1651 | Submission Open

Keywords: remote sensing; upscaling approach; vegetation dynamics; biodiversity conservation; global change impact; machine learning technique; hyperspectral and multispectral data; time-series analyses; vegetation indices (e.g.; NDVI); vegetation mapping

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

Advancing Weather and Flood Forecasting Using Remote Sensing and Artificial Intelligence

edited by Ehsan Sharifi and

Karam Alsafadi

submission deadline 15 May 2026 | 1 articles | Viewed by 1595 | Submission Open

Keywords: precipitation extremes; weather forecast post-processing; flood modeling and prediction; hydrological modeling; weather forecasting; artificial intelligence and machine learning; remote sensing; data assimilation; climate services; extreme events

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

Satellite Gravimetry for the Retrieval of Hydrological Variables

edited by

Kalifa Goïta

and

Farzam Fatolazadeh

submission deadline 15 May 2026 | 1 articles | Viewed by 942 | Submission Open

Keywords: satellite gravimetry; GRACE/GRACE-FO; terrestrial water storage; groundwater monitoring; hydrological variables; hydrological models; water resources; remote sensing; climate and hydrology

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

Remote Sensing in Forest Fire Monitoring and Post-Fire Damage Analysis (Third Edition)

edited by

Víctor Fernández-García

submission deadline 15 May 2026 | 1 articles | Viewed by 797 | Submission Open

Keywords: fire damage; post-fire; soil; vegetation; landsat; sentinel; MODIS; multispectral; LiDAR; radar

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

Remote Sensing of the Mountain Eco-Environment

edited by Fei Xiao, Yonghui Yao and Wenzuo Zhou

submission deadline 15 May 2026 | 1 articles | Viewed by 794 | Submission Open

Keywords: altitudinal belt; phenology; land use and land cover change; vegetation mapping; mountain biodiversity; vegetation dynamics; snow cover and glacier; mountain disaster; information fusion

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

Remote Sensing of Coastal, Wetland, and Intertidal Zones—2nd Edition

edited by Ying Huang,

Zheng Duan

,

Xudong Zhu

and Xiaolong Yu

submission deadline 15 May 2026 | 1 articles | Viewed by 623 | Submission Open

Keywords: artificial intelligence; radiative transfer modeling; new RS techniques and systems; RS time series analysis and change detection; coastal blue carbon; coastal waters; coastal vegetation

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

Personal Remote Sensing and Advanced 3D Reconstruction in Geology: Data Acquisition, Processing and Interpretation

edited by

Ran Wang

and

Huihui Feng

submission deadline 15 May 2026 | Viewed by 258 | Submission Open

Keywords: 3D reconstruction; photogrammetry and remote sensing; LiDAR; point cloud processing; digital outcrop model; geomorphology; artificial intelligence; geological interpretation; hyperspectral; data fusion

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

Ecosystem Protection in Arid and Semi-Arid Regions Supported by Multi-Source Remote Sensing Data

edited by

Qiang Yu

, Junran Li,

Di Yang

and

Linyuan Li

submission deadline 20 May 2026 | 7 articles | Viewed by 16007 | Submission Open

Keywords: multi scale remote sensing data; remote sensing technology; arid and semi-arid regions; climate change; dryland ecosystems; structure and function farmland protection forest

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

Advances in Estimating Aboveground Biomass Based on Multi-source Remote Sensing Data

edited by

Shaobo Sun

,

Xufeng Wang

and

Kai Liu

submission deadline 25 May 2026 | 5 articles | Viewed by 12153 | Submission Open

Keywords: above ground biomass; LiDAR; machine learning; multi-source remote sensing; vegetation carbon stocks; unmanned aerial vehicle (UAV)

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

Recent Advances in Remote Sensing of Soil Moisture

edited by

Indishe Senanayake

, Natthachet Tangdamrongsub and

Bin Fang

submission deadline 28 May 2026 | 3 articles | Viewed by 27015 | Submission Open

Keywords: soil moisture; remote sensing; retrieval algorithms; downscaling; microwave remote sensing; SMAP; SMOS; hydrology

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

Remote Sensing Data Application for Early Warning System

edited by

Mehdi Akhoondzadeh

and

Dedalo Marchetti

submission deadline 28 May 2026 | 5 articles | Viewed by 19678 | Submission Open

Keywords: natural hazards monitoring; earthquake precursors; flood; drought; fire; tsunami; air and oil spill pollution; landslide; subsidence; volcano eruption; wetland; deforestation; heat islands; cryosphere; geomagnetic storms; etc. modelling and forecasting; thermal anomalies; underground water management; medical diagnostic; time series analysis and data fusion in AI systems

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

Multisource Remote Sensing Data Fusion and Applications in Vegetation Monitoring (Second Edition)

edited by

Dong Liu

,

Jiakui Tang

and Qing Zhang

submission deadline 28 May 2026 | 3 articles | Viewed by 3425 | Submission Open

Keywords: multisource data fusion; vegetation monitoring; hyperspectral imaging; carbon sequestration; land-use change; biodiversity; spatiotemporal analysis; ecological informatics; big data analytics

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

Monitoring and Restoration of Mining-Impacted Ecosystems Using Remote Sensing Technology

edited by

Qiang Yu

,

Huaguo Huang

and

Jianbo Qi

submission deadline 28 May 2026 | 2 articles | Viewed by 2788 | Submission Open

Keywords: multi-source remote sensing data; remote sensing technology; mining ecosystem; ecological restoration; ecosystem structure and function

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

Advances in Machine Learning for Wetland Mapping and Monitoring

edited by

Michael Allan Merchant

submission deadline 28 May 2026 | 1 articles | Viewed by 1181 | Submission Open

Keywords: artificial intelligence; deep learning; earth observation; machine learning; remote sensing; wetlands

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

Multispectral Remote Sensing for Monitoring Agricultural Dynamics

edited by

Édson Luis Bolfe

and

Marcos Adami

submission deadline 28 May 2026 | Viewed by 525 | Submission Open

Keywords: agricultural monitoring; crop phenology; crop yield forecast; data fusion and harmonization; digital agriculture; drone/UAV imagery; spatial temporal modeling; stress detection (abiotic/biotic); time series analysis; vegetation indices

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

Application of Remote Sensing in Climate-Friendly Land Use Mapping

edited by

László Mucsi

, Tamás Gál and

Péter Szilassi

submission deadline 28 May 2026 | Viewed by 439 | Submission Open

Keywords: remote sensing; climate-friendly; land use mapping; soil carbon; urban green infrastructure; forestry; sustainable farming; wetland and peatland; SDG monitoring

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

Object Detection in Remote Sensing Images Based on Artificial Intelligence

edited by

Jianming Hu

, Xiyang Zhi,

Yongqiang Mao

and

Longfei Ren

submission deadline 29 May 2026 | 7 articles | Viewed by 8384 | Submission Open

Keywords: remote sensing images; object detection; artificial intelligence; multimodal data fusion; frontier applications

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

Ground Deformation Patterns Detection by InSAR and GNSS Techniques (3rd Edition)

edited by

Mimmo Palano

,

Alessandra Carollo

and Federica Sparacino

submission deadline 29 May 2026 | 4 articles | Viewed by 6618 | Submission Open

Keywords: earthquakes; plate motion; volcano geodesy; land subsidence; GNSS reflectometry; ground deformation modelling

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

Aerosol Remote Sensing from Space, Ground or Computers

edited by

Makiko Nakata

and

Sonoyo Mukai

submission deadline 29 May 2026 | 1 articles | Viewed by 661 | Submission Open

Keywords: satellite; air pollution; sea salt; volcanic ash; soil dust; biomass burning; bioaerosol

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

Latest Improvements and Applications of Ground Deformation Monitoring Based on Remote Sensing Data (Second Edition)

edited by

Sen Du

, Jordi J. Mallorquí,

Feng Zhao

and

Joaquín Escayo Menéndez

submission deadline 30 May 2026 | 4 articles | Viewed by 7380 | Submission Open

Keywords: synthetic aperture radar (SAR); interferometric synthetic aperture radar (InSAR); persistent scatterer interferometry (PSI); global navigation satellite system (GNSS); data fusion; land subsidence analysis; geophysics and geology; structural health monitoring

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

Time Series Multi-Sensors of Interferometry Synthetic Aperture Radar for Monitoring Geographical Conditions

edited by

Chris Danezis

, Huayang Dai, Yueguan Yan,

Phaedon C. Kyriakidis

, Vassilia Karathanassi and

Alex Hay-Man Ng

submission deadline 30 May 2026 | 2 articles | Viewed by 6789 | Submission Open

Keywords: InSAR; multisensor SAR; timeseries analysis; geospatial analysis; GIS; environment monitoring; geohazards; glacier motion; desertification monitoring; vegetation change

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

Advances in Radiative Transfer Modeling: Applications in Natural, Urban, and Emerging Environments

edited by Yingjie Wang,

Jonathan Leon-Tavares

, Biao Cao and Tiangang Yin

submission deadline 30 May 2026 | 1 articles | Viewed by 3905 | Submission Open

Keywords: radiative transfer models; quantitative remote sensing; forest parameters estimation; vegetation functioning; urban heat island; inversion; 3D construction

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

Tianmu-1 Constellation: Advancements in Atmospheric, Ionospheric and Surface Remote Sensing Using GNSS-RO and GNSS-R

edited by

Shengpeng Yang

,

Hugo Carreno-Luengo

and

Feixiong Huang

submission deadline 30 May 2026 | 2 articles | Viewed by 3035 | Submission Open

Keywords: GNSS-RO applications; data assimilation; numerical weather forecast; ocean wind

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

Remote Sensing for the Study of the Changes in Wetlands

edited by

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,

and

submission deadline 31 May 2026 | 9 articles | Viewed by 29866 | 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)

Remote Sensing Applications for Infrastructures

edited by Maria Libera Battagliere and

Valerio Gagliardi

submission deadline 31 May 2026 | 3 articles | Viewed by 28034 | Submission Open

Keywords: remote sensing technology and data-driven applications; infrastructures and environmental engineering; risk reduction; environmental monitoring; integrated applications; risk mitigation; predictive monitoring; engineering applications; cultural heritage; downstream applications based on new satellite missions

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

Deep Learning for Remote Sensing Image Enhancement

edited by

Sidike Paheding

and

Ashraf Saleem

submission deadline 31 May 2026 | 9 articles | Viewed by 26918 | Submission Open

Keywords: image enhancement; deep learning; underwater images; image restoration; Image database

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

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 May 2026 | 9 articles | Viewed by 25815 | 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)

Applications of Remote Sensing Technology in Volcano Hazard Monitoring

edited by

Emanuela De Beni

, Cristina Proietti,

Gaetana Ganci

and

Simona Scollo

submission deadline 31 May 2026 | 5 articles | Viewed by 20233 | Submission Open

Keywords: volcano monitoring and analysis; remote sensing systems; estimation of eruption parameters; ground-based; satellite; and UAS sensors; GIS

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

Technologies for Heritage Knowledge and Preservation: 3D Point Cloud Modelling, GIS, HBIM, Simulation, Immersive Experiences

edited by

Daniel Antón

,

José L. Amaro-Mellado

,

Silvana Bruno

and

Marinos Ioannides

submission deadline 31 May 2026 | 3 articles | Viewed by 19014 | Submission Open

Keywords: 3D point cloud modelling; historic building information modelling; geographic information system; terrestrial laser scanning; unmanned aerial vehicle; structure-from-motion; semantic segmentation; data fusion; simulation and non-destructive testing; game engine

Mapping and Monitoring of Geohazards with Remote Sensing Technologies II

edited by

Constantinos Loupasakis

,

Konstantinos G. Nikolakopoulos

and

Ioannis Papoutsis

submission deadline 31 May 2026 | 5 articles | Viewed by 18882 | Submission Open

Keywords: geohazards; InSAR; remote sensing; photogrammetry; unmanned aerial vehicles; GNSS; TLS; persistent scatterer interferometry; machine learning

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

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 May 2026 | 6 articles | Viewed by 16248 | 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)

Remote Sensing Interpretation Systematic Engineering for Natural Resources Monitoring and Management (Second Edition)

edited by

Dongping Ming

,

Jagannath Aryal

and

Kasturi Devi Kanniah

submission deadline 31 May 2026 | 6 articles | Viewed by 16018 | Submission Open

Keywords: multi-source data fusion; sample database construction; object based image analysis; GeoAI; region/parcel partition on different scales; land cover/use classification; land cover/use change monitoring/projection/modelling; thematic information extraction; advanced image processing techniques (machine learning and deep learning); authenticity verification; cloud based intelligent remote sensing application; GIS for land use/cover management; Impact of land use/cover on environment

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

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 May 2026 | 4 articles | Viewed by 14388 | 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)

Environmental Monitoring Using Satellite Remote Sensing (Second Edition)

edited by

Emanuele Mandanici

and

Sara Kasmaeeyazdi

submission deadline 31 May 2026 | 4 articles | Viewed by 14028 | Submission Open

Keywords: environmental monitoring; sustainability and resilience; LULC mapping; change-detection; hazard assessment; image classification; multi and hyperspectral remote sensing; multi-sensor integration; optical and SAR integration; multi-scale analysis; time-series analysis; satellite imagery calibration; validation strategies; geostatistical analysis for RS

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

Estimating Above-Ground Biomass and Above-Ground Carbon by Remote Sensing Data

edited by Elia Vangi,

Gherardo Chirici

and

Alessio Collalti

submission deadline 31 May 2026 | 4 articles | Viewed by 13653 | 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)

Remote Sensing and Modelling of Terrestrial Ecosystems Functioning

edited by

,

,

and

submission deadline 31 May 2026 | 7 articles | Viewed by 13452 | Submission Open

Keywords: terrestrial ecosystems; remote sensing; vegetation functioning; ET and GPP; estimation and modelling; accuracy assessment

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

Remote Sensing Application in Sustainable Urban Planning and Environmental Services in the Big Data Era (Second Edition)

edited by

Danlin Yu

submission deadline 31 May 2026 | 4 articles | Viewed by 12990 | Submission Open

Keywords: big data described urban landscape; urban remote sensing; sustainable urban development; urban health under the lens of remote sensing and social sensing technologies; spatiotemporal data analysis in urban studies; remote sensing and big data supported urban simulation; urban vibrancy; multispectral; hyperspectral; and social sensing applications in urban studies

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

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 May 2026 | 6 articles | Viewed by 12927 | 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)

Innovative UAV and Satellite Technologies and Applications for Spatiotemporal Analysis

edited by

Apostolos Papakonstantinou

,

Eufemia Tarantino

,

Alessandra Capolupo

and

Athos Agapiou

submission deadline 31 May 2026 | 4 articles | Viewed by 11727 | Submission Open

Keywords: UAV and satellite mapping; spatiotemporal phenomena; geospatial technologies; geospatial artificial intelligence (GeoAI); aerial and satellite remote sensing; environmental change detection; multi-source data integration; high-resolution imagery; machine learning in geodata; natural disaster assessment

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

Application of Remote Sensing Technology in Wetland Ecology

edited by

Dehua Mao

,

Yang Liu

,

Jianing Zhen

and Jingwei Li

submission deadline 31 May 2026 | 5 articles | Viewed by 11602 | Submission Open

Keywords: remotely sensed big data; wetland landscape patterns or processes; wetland functions and services; wetland resilience and sustainability; wetland biodiversity

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

New Insights in Remote Sensing Image Interpretation with Deep Learning

edited by

Shiyan Pang

, Mi Zhang,

Huiwei Jiang

and