Remote Sensing

Intelligent Perception of Geo-Hazards from Earth Observations (Second Edition)

edited by

Ionut Sandric

submission deadline 31 Jul 2025 | Viewed by 308 | Submission Open

Keywords: remote sensing; machine learning; deep learning; landslide; subsidence; ground deformation

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

Utilization of Remote Sensing in Evaluating Crop Production Constraints

edited by

Koki Homma

submission deadline 31 Jul 2025 | Viewed by 268 | Submission Open

Keywords: crops; production constraints; drought; floods; pests; disease; weeds

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

Snow Water Equivalent Retrieval Using Remote Sensing

edited by Jianwei Yang,

Lingmei Jiang

,

Matias Takala

, Yan Huang and

Tao Che

submission deadline 31 Jul 2025 | Viewed by 257 | Submission Open

Keywords: microwave remote sensing; snow water equivalent (SWE); snow depth; SWE retrieving algorithm; snow forward modeling; field campaigns in cryosphere; spatiotemporal variability

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

Leveraging Advanced Remote Sensing Technologies for Comprehensive Renewable Energy Monitoring, Systematic Optimization, and Multidimensional Environmental Integration

edited by

Zhengguang Liu

and

Zhiling Guo

submission deadline 31 Jul 2025 | Viewed by 243 | Submission Open

Keywords: remote sensing; renewable energy systems; solar radiation mapping; wind energy assessment; performance optimization; environmental impact assessment; LiDAR and hyperspectral imaging; resource monitoring; geospatial analysis; sustainable energy integration

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

Advanced in Space-Air-Ground-Sea Integrated Remote Sensing: Intelligent Processing and Applications

edited by

Zhonghua Hong

, Chenchen Jiang and Huazhong Ren

submission deadline 31 Jul 2025 | Viewed by 221 | Submission Open

Keywords: remote sensing; space– air– ground– sea integration; artificial intelligence; data processing; modeling; mapping

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

State of the Art in Positioning Under Forest Canopies

edited by

,

,

and

submission deadline 31 Jul 2025 | Viewed by 213 | Submission Open

Keywords: new techniques/methodologies for positioning; 2D/3D; data-processing for laser scanning/camera data for positioning; mobile mapping and positioning; real-time system; large-scale mapping and positioning in forests; applications of position data in forest environments; literature reviews about the positioning methods in forest science

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

Advances in Computer Vision and Machine Learning Applications on Remote Sensing Images

edited by

Qiang Li

, Jing Li, Dan Wang and

Tania Stathaki

submission deadline 31 Jul 2025 | Viewed by 190 | Submission Open

Keywords: remote sensing image processing; geospatial data analysis; computer vision; machine learning; satellite imagery; image fusion; advanced computational techniques

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

Recent Advances in Object Detection with Hyperspectral Remote Sensing Data

edited by

Youqiang Zhang

and Xuesong Li

submission deadline 31 Jul 2025 | Viewed by 168 | Submission Open

Keywords: hyperspectral data; object detection; dimensionality reduction; feature fusion; machine learning; deep learning; real-time detection

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

Role of SAR/InSAR Techniques in Investigating Ground Deformation

edited by Xue Chen and

Teng Wang

submission deadline 31 Jul 2025 | Viewed by 164 | Submission Open

Keywords: SAR/InSAR; ground deformation; tectonic activities; seismic activities; transient slow-slip processes; geological hazards; optical imagery; data fusion and machine learning

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

Advances in Machine Learning Algorithms for Atmospheric Remote Sensing

edited by Alqamah Sayeed, Ahmed Khan Salman and Siddharth Chaudhary

submission deadline 31 Jul 2025 | Viewed by 158 | Submission Open

Keywords: machine learning; atmospheric remote sensing; hyperspectral data analysis; air quality prediction; aerosols and trace gases; urban pollution modeling; climate adaptation; human epidemiology; crop health monitoring; advanced time-series analysis

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

Remote Sensing for Ionospheric Studies

edited by

Qihou Zhou

,

Yun Gong

and Yanlin Li

submission deadline 31 Jul 2025 | Viewed by 149 | Submission Open

Keywords: ionosphere; space weather; radar remote sensing; optical remote sensing; thermosphere; mesosphere.

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

Application of Remote Sensing Approaches in Geohazard Risk (Second Edition)

edited by

Chao Zhou

, Kunlong Yin and

Federico Raspini

submission deadline 31 Jul 2025 | Viewed by 138 | Submission Open

Keywords: satellite-; UAV-; and ground-based remote sensing approaches; landslides; debris flow; rockfall; subsidence; etc.; susceptibility and hazard mapping; geohazard detection; monitoring; and early warning; risk analysis and prediction; mechanisms of geohazards; srtificial intelligence

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

Remote Sensing Methods and Technical Developments in Planetary Geodesy and Geophysics

edited by

Hongling Shi

and

Jianguo Yan

submission deadline 31 Jul 2025 | Viewed by 98 | Submission Open

Keywords: planetary geodesy; planetary geophysics; remote sensing technologies; gravity field mapping; planetary topography; surface deformation; planetary interior dynamics; multispectral and radar data fusion; altimetry and gravimetry techniques; planetary exploration and observation

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

Recent Advances in GNSS Aviation and LEO Orbit Determination

edited by Zhigui Kang

submission deadline 31 Jul 2025 | Viewed by 98 | Submission Open

Keywords: GNSS aviation; LEO/POD; spacecraft navigation/autonomous landing; navigation and pose determination; ionosphere and space weather; artificial intelligence; machine learning

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

Remote Sensing Observation Methods for Leaf Area Index (LAI) in Mountainous Regions

edited by Weiliang Fan,

Qian Zhang

and Meihong Fang

submission deadline 31 Jul 2025 | Viewed by 89 | Submission Open

Keywords: leaf area index; canopy structure; ground-based observation; satellite-based remote sensing; remote sensing inversion; ground-based remote sensing platform; remote sensing modeling

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

Algorithm Development in Earth Observation Modeling Using Multi-Sensor Data

edited by Sanaz Vajedian, Rishabh Dutta and Indhu Varatharajan

submission deadline 10 Aug 2025 | 1 articles | Viewed by 1877 | Submission Open

Keywords: remote sensing; multisensor data; earth observation modeling; satellite data; algorithm development; radar remote sensing; InSAR; tectonic geomorphology; optical remote sensing; multispectral sensors; hyperspectral sensors; seismic activity; geological hazards; multisource data integration; LiDAR

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

State-of-the-Art in Land Cover Classification and Mapping

edited by

Jingxiong Zhang

and

Won-Ho Nam

submission deadline 15 Aug 2025 | 12 articles | Viewed by 36078 | 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)

LEO-Augmented PNT Service

edited by

Kan Wang

,

Ahmed El-Mowafy

and

Xuhai Yang

submission deadline 15 Aug 2025 | 12 articles | Viewed by 27984 | 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)

Near Real-Time (NRT) Agriculture Monitoring

edited by

Liang Sun

,

Feng Gao

,

Wenbin Wu

and Peng Yang

submission deadline 15 Aug 2025 | 5 articles | Viewed by 20587 | 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)

Towards Biodiversity Conservation: Remote Sensing Applications in Ecological Modeling

edited by

Grant Hamilton

and Evangeline Corcoran

submission deadline 15 Aug 2025 | 7 articles | Viewed by 17844 | Submission Open

Keywords: biodiversity; conservation; remote sensing; ecological modeling; species distribution modeling; spatial ecology; mapping and monitoring; population analysis; threatened species; invasive species

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

Remote Sensing and Ecosystem Modeling for Nature-Based Solutions

edited by

Lei Ma

and

Aolin Jia

submission deadline 15 Aug 2025 | 6 articles | Viewed by 14791 | Submission Open

Keywords: nature based solutions; remote sensing observations; afforestation; reforestation; deforestation; carbon; water and energy fluxes; carbon sequestration potential; empirical or process-based modeling

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

Remote Sensing of Coastal Waters, Land Use/Cover, Lakes, Rivers and Watersheds III

edited by

Jiayi Pan

,

Bo Huang

,

Hongsheng Zhang

and Adam T. Devlin

submission deadline 15 Aug 2025 | 8 articles | Viewed by 13215 | Submission Open

Keywords: remote sensing of coastal waters and zones; remote sensing data fusion technology; land cover/use; remote sensing of lakes; rivers; and watersheds; remote sensing and GIS technology; marine remote sensing

(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

edited by

Yuhong Zhang

,

Xiaomei Liao

and

Vladimir N. Kudryavtsev

submission deadline 15 Aug 2025 | 7 articles | Viewed by 11807 | 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)

Remote Sensing Cross-Modal Research: Algorithms and Practices

edited by

Xiangtao Zheng

, Xiumei Chen and

Jinchang Ren

submission deadline 15 Aug 2025 | 7 articles | Viewed by 11241 | 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)

Pattern Recognition in Remote Sensing II

edited by

Chunlei Huo

,

Zhiqiang Zhou

, Lurui Xia and

Samia Ainouz

submission deadline 15 Aug 2025 | 5 articles | Viewed by 10717 | Submission Open

Keywords: pattern recognition; deep learning; remote sensing; image processing; artificial intelligence

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

Advances in the Application of Spaceborne and UAS-Borne Radar Remote Sensing

edited by

Neda Rojhani

,

George Shaker

,

Massimiliano Pieraccini

and

Amir Hosein Oveis

submission deadline 15 Aug 2025 | 4 articles | Viewed by 10706 | Submission Open

Keywords: radar technology; space-based radar technology; planetary mapping radar; remote sensing applications; synthetic aperture radar (SAR); disaster management applications; advanced signal processing; space exploration; radar technology in earth sciences

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

Advanced Machine Learning Models for Remote Sensing Applications and Data Analysis—Recent Developments

edited by Ahmed Shaharyar Khwaja and

Filippo Biondi

submission deadline 15 Aug 2025 | 6 articles | Viewed by 10049 | Submission Open

Keywords: deep learning; quantum machine learning; optical data; imaging radar data; multispectral and hyperspectral data; environment monitoring and prediction; calamity prediction and detection; agriculture monitoring and prediction; post-calamity evaluation; time-series for structural monitoring; transfer learning and one-shot learning; semi-supervised learning

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

Processes and Effects of Atmospheric and Ionospheric Dynamics Based on Remote Sensing Observations

edited by

Yun Gong

,

Guozhu Li

and Maosheng He

submission deadline 15 Aug 2025 | 10 articles | Viewed by 8944 | Submission Open

Keywords: gravity/tidal/planetary waves; ionospheric irregularities; solar activity; geomagnetic storms; atmosphere– ionosphere coupling; remote sensing techniques

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

Artificial Intelligence-Based Sensor Data Processing for Remote Sensing

edited by

Seongwook Lee

and Byung-Kwan Kim

submission deadline 15 Aug 2025 | 8 articles | Viewed by 8668 | Submission Open

Keywords: remote sensing; artificial intelligence/deep learning; sensors (e.g.; camera; lidar; radar); sensor fusion; signal/image processing; target detection and tracking; target recognition and classification; image segmentation

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

New Advances in Remote Sensing Techniques Applied in Surface and Underground Mine Operations

edited by

Kamran Esmaeili

submission deadline 15 Aug 2025 | 4 articles | Viewed by 8433 | Submission Open

Keywords: open-pit mining; underground mining; mapping; mine process monitoring; operational efficiency; mine safety; mine environmental monitoring

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

Remote Sensing of Solar Radiation Absorbed by Land Surfaces

edited by

,

,

and

submission deadline 15 Aug 2025 | 4 articles | Viewed by 7892 | Submission Open

Keywords: land surface albedo; incoming solar radiation; aerosols; clouds; BRDF; photovoltaic; radiative forcing; validation; climate change/mitigation; earth radiation budget; applications of radiation products

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

Remote Sensing of Coastal Environment and Evolution: Progress, Challenges and Opportunities

edited by

Chengyi Zhao

,

Jianting Zhu

, Wen Dai and

Konstantinos Topouzelis

submission deadline 15 Aug 2025 | 3 articles | Viewed by 6635 | 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)

Monitoring Vegetation Response Based on Remote Sensing and Climate Data (Second Edition)

edited by

Rui Yao

and

Mario Cunha

submission deadline 15 Aug 2025 | 4 articles | Viewed by 5735 | Submission Open

Keywords: vegetation cover; vegetation phenology; vegetation productivity; crop yield; NDVI/EVI/LAI; climate change; human activity detection/monitoring

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

Remote Sensing for Groundwater Hydrology

edited by Zofia Rzepecka,

Monika Birylo

and Olga Barron

submission deadline 15 Aug 2025 | 4 articles | Viewed by 5503 | Submission Open

Keywords: groundwater; GRACE; GLDAS; water storage; methods of groundwater monitoring; water cycle and balance

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

New Tools or Trends for Large-Scale Mapping and 3D Modelling (Second Edition)

edited by

Tarig Ali

,

Jorge Delgado García

and

Fayez Tarsha Kurdi

submission deadline 15 Aug 2025 | 3 articles | Viewed by 5116 | Submission Open

Keywords: remote sensing; topographic mapping; mobile mapping; data acquisition; sensors; LiDAR; UAVs (drone); feature extraction; 3D modelling; machine learning; data classification; forests modelling; digital twins; city information modelling (CIM); building information modelling (BIM); land information modelling (LAM); tree information modelling (TIM); processing quality

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

Microwave Remote Sensing of Soil Moisture II

edited by

,

,

,

and

submission deadline 15 Aug 2025 | 2 articles | Viewed by 4610 | Submission Open

Keywords: soil moisture; active microwave remote sensing; passive microwave remote sensing; product validation and error analysis; retrieval algorithms; downscaling/upscaling methods; spatiotemporal fusion techniques; GNSS-R; data assimilation; eco-hydrological applications

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

Advancements in AI-Based Remote Sensing Object Detection

edited by

Yu Oishi

and Daniele Pannone

submission deadline 15 Aug 2025 | 3 articles | Viewed by 3883 | Submission Open

Keywords: deep learning; image recognition; change detection; object detection; tracking; monitoring; new sensors; algorithms; applications

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

Object Detection and Information Extraction Based on Remote Sensing Imagery (Second Edition)

edited by

,

,

, Gong Cheng and

submission deadline 15 Aug 2025 | 2 articles | Viewed by 3807 | Submission Open

Keywords: object detection of remote sensing images; object detection and tracking of remote sensing videos; few/zero-shot learning; multi-source data fusion; weakly supervised learning; semantic segmentation; remote sensing image classification

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

Advances in Remote Sensing for Regional Soil Moisture Monitoring

edited by

,

,

,

and

submission deadline 15 Aug 2025 | 3 articles | Viewed by 3346 | Submission Open

Keywords: remote sensing; soil moisture; water resources management; regional scale; hydrological processes; data integration and interpretation; multi-sensor remote sensing observations

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

Monitoring and Modelling of Geological Disasters Based on InSAR Observations: 3rd Edition

edited by

Chisheng Wang

,

Bochen Zhang

,

Chuanhua Zhu

and Bin Zhang

submission deadline 15 Aug 2025 | 3 articles | Viewed by 2426 | Submission Open

Keywords: InSAR; geological disaster; disaster monitoring; disaster modeling and interpretation

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

Advanced Satellite Earth Observing Technologies for Weather and Climate Resilience

edited by

,

,

,

and Longjiang Li

submission deadline 15 Aug 2025 | 1 articles | Viewed by 2409 | Submission Open

Keywords: satellite Earth observations; GNSS atmospheric monitoring; International GNSS Service data and products; severe weather forecasting; climate risks assessment; environmental monitoring; numerical weather prediction model; artificial intelligence (AI)-empowered climate model; GNSS tropospheric tomography; miscellaneous advanced methodologies and applications

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

Quantitative Remote Sensing for Vegetation Phenology and Regional Landscape Patterns

edited by Ke Huang,

Jiaxing Zu

, Ning Chen and Xiaowei Tong

submission deadline 15 Aug 2025 | 2 articles | Viewed by 2407 | Submission Open

Keywords: remote sensing; vegetation dynamic; climate change; landscape pattern; cross-scale; vegetation phenology applications

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

Advances in Pedestrian Positioning and Navigation Based on Ultra-Wideband Technology

edited by

Vincenzo Di Pietra

and

Paolo Dabove

submission deadline 15 Aug 2025 | 1 articles | Viewed by 1931 | Submission Open

Keywords: ultra-wideband (UWB); android; smartphone; indoor positioning and tracking; multisensor integration and fusion; PNT; GNSS; cooperative positioning; seamless navigation; ubiquitous positioning

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

New Insights from Wind Remote Sensing

edited by Stefano Letizia, Peter Brugger, Matteo Puccioni and Sonia Wharton

submission deadline 15 Aug 2025 | 1 articles | Viewed by 1435 | Submission Open

Keywords: wind lidars; wind radars; satellite imaging of wind fields; virtual remote sensing; uncertainty quantification of remote sensing; wind resource assessment; thermodynamic profiling for wind energy

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

Crop Biophysical Parameters Retrieval Using Remote Sensing Data (Second Edition)

edited by

Jiangang Liu

,

Bo Li

and

Zhenjiang Zhou

submission deadline 15 Aug 2025 | 1 articles | Viewed by 1175 | Submission Open

Keywords: crop biophysical parameters; optical remote sensing; active remote sensing; multisource data integration; radiative transfer model; deep learning

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

3D Reconstruction in Cultural Heritage Conservation Through Range-Based and Image-Based Techniques

edited by

Domenica Costantino

and

Vincenzo Saverio Alfio

submission deadline 15 Aug 2025 | 1 articles | Viewed by 1141 | Submission Open

Keywords: range and imaged-based techniques; three-dimensional (3D) datasets; 3D modelling; BIM; FEM; digital twin; cultural heritage; G.I.S.; big data

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

Deep Learning for Multi-Source Remote Sensing Image Interpretation: Exploring, Rethinking, and Limiting Breakthroughs

edited by

Xin Zhang

, Xueyao Hu, Yang Li,

Fernando José Aguilar

and

Muhammad Yasir

submission deadline 15 Aug 2025 | Viewed by 296 | Submission Open

Keywords: multi-source remote sensing image processing; remote sensing image generation; multimodal remote sensing image interpretation model; target characteristic analysis; radar signal processing; new task dataset and benchmark for remote sensing image interpretation

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

Remote Sensing Applications in Natural Hazards and Sustainable Development

edited by

Yaohui Liu

, Bo Yu and

Fangbin Liu

submission deadline 15 Aug 2025 | Viewed by 224 | Submission Open

Keywords: natural hazards; risk; sustainable development goals; resilience; flood; earthquake; geology; landslide; ecology; fire; sustainably

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

Using Atmospheric Components as Tracers for Optical Remote Sensing in Different Height Regions

edited by Guotao Yang and Zelong Wang

submission deadline 15 Aug 2025 | Viewed by 85 | Submission Open

Keywords: optical remote sensing; lidar; airglow; metal layer; atmosphere detection

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

Machine Learning at the Object: Fine-Grained Extraction and Analysis in Remote Sensing

edited by

Yongyang Xu

, Zhong Xie, Sheng Hu and

Anna Hu

submission deadline 20 Aug 2025 | 2 articles | Viewed by 2930 | Submission Open

Keywords: deep learning; machine learning; remote sensing applications; classification; segmentation; remote sensing interpretation; pattern recognition; height extraction; object detection; land use and land cover; vision transformer model; multi-source remote sensing data

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

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