Remote Sensing

Weakly Supervised Deep Learning in Exploiting Remote Sensing Big Data

edited by

Yansheng Li

, Xu Tang,

Tian Tian

and

Zhihui Zhu

submission deadline 15 Aug 2024 | 4 articles | Viewed by 9926 | Submission Open

Keywords: deep learning under coarse labels; deep learning under noisy labels; knowledge graph-guided deep learning; remote sensing image retrieval; remote sensing image classification; remote sensing image segmentation; remote sensing image object detection; remote sensing image change detection; remote sensing image vectorization

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

Multi-Sensor Systems and Data Fusion in Remote Sensing II

edited by

Piotr Kaniewski

,

Stefano Mattoccia

and

Fabio Tosi

submission deadline 15 Aug 2024 | 6 articles | Viewed by 8751 | Submission Open

Keywords: remote sensing; multi-sensor systems; multi-sensor data fusion; sensor networks; multi-sensor signal processing; multi-sensor data processing; artificial intelligence; big data mining; machine learning; distributed processing

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

Advances in Remote Sensing of Ocean Salinity

edited by

Ebenezer Sackitey Nyadjro

submission deadline 15 Aug 2024 | 6 articles | Viewed by 7478 | Submission Open

Keywords: salinity; sea surface salinity; in situ salinity; SMAP; SMOS; Aquarius; remote sensing; data assimilation; freshwater dynamics; ocean climate

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

Space-Air-Ground-Ocean Integrated Sensing and Information Transmission

edited by

Jianmin Yang

, Lu Ma, Yi** Duan,

Andrea Nascetti

, Qin Lu and Gang Qiao

submission deadline 15 Aug 2024 | 7 articles | Viewed by 5506 | Submission Open

Keywords: deep-space and deep-sea sensing; underwater wireless communication and networks; underwater positioning; polar and ocean exploration; environmental remote sensing; forest and vegetation remote sensing; agriculture remote sensing; lidar and 3D visual perception

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

Deep Learning for Spectral-Spatial Hyperspectral Image Classification

edited by

,

,

, Jie Yang,

and **n Huang

submission deadline 15 Aug 2024 | 4 articles | Viewed by 4343 | Submission Open

Keywords: deep learning; hyperspectral imaging; spectral-spatial classification; domain adaption; attention mechanisms

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

Synthetic Aperture Radar Remote Sensing for Geophysical and Biophysical Parameters Retrieval

edited by

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and

submission deadline 15 Aug 2024 | 1 articles | Viewed by 4109 | Submission Open

Keywords: PolSAR; InSAR; PolInSAR; SAR tomography; geo-/biophysical parameters; land use and land cover classification; solid earth; ecosystem; cryosphere; NISAR

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

Remote Sensing Makes it Possible: Prediction and Evaluation of Natural Hazards

edited by

Zhongtai He

, Wenliang Jiang, Dong Li and

Erick Mas

submission deadline 15 Aug 2024 | 4 articles | Viewed by 3987 | Submission Open

Keywords: natural hazards; remote sensing; earthquake hazards; geological disaster; floods and droughts; forest and grassland fires; meteorological disaster; agricultural disaster; emergency and rescue; prediction and evaluation

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

Synergy of GIS and Remote Sensing in Civil Engineering

edited by

Susana Del Pozo

and

Laura Piedelobo Martin

submission deadline 15 Aug 2024 | 2 articles | Viewed by 3136 | Submission Open

Keywords: remote sensing; earth observation; nondestructive techniques; GIS processing and modeling; geospatial analysis; civil engineering; building construction; sustainable development; optical sensing; thermal sensing; image processing and analysis; spatial planning; surveying monitoring; climate change; nature-based solutions

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

Remote Sensing Approaches to Groundwater Management and Map** (Second Edition)

edited by

Chuen-Fa Ni

and

Takang Yeh

submission deadline 15 Aug 2024 | 1 articles | Viewed by 1368 | Submission Open

Keywords: groundwater resources; groundwater exploration; groundwater management; groundwater recharge; data fusion; data validation; modeling; land subsidence; geohazards

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

Advanced Remote Sensing Technology in Modern Geodesy

edited by Małgorzata Wińska,

Jolanta Nastula

and

Justyna Śliwińska-Bronowicz

submission deadline 15 Aug 2024 | 1 articles | Viewed by 1026 | Submission Open

Keywords: remote sensing techniques; GNSS positioning; InSAR techniques; LiDAR for topographic map**; measuring the Earth’ s shape; measuring Earth’ s gravitational field; measuring Earth’ s rotation

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

Advances of Underwater Remote Sensing of Methane: Spatiotemporal Distribution

edited by

Changhui Jiang

,

Zuoya Liu

,

Yue Yu

and Yuwei Chen

submission deadline 15 Aug 2024 | 1 articles | Viewed by 381 | Submission Open

Keywords: underwater remote sensing; methane leak detection; artificial intelligence; methane leak detection sensors; methane leak remote sensing

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

Expanding Horizons: Testing and Evaluating Non-conventional Mobile Devices for Remote Sensing in Built and Natural Environment

edited by

Alesandra Spreafico

,

Lorenzo Teppati Losè

and

Jesús Balado Frías

submission deadline 15 Aug 2024 | Viewed by 257 | Submission Open

Keywords: mobile devices; LiDAR; metric survey; low-cost sensors; mobile apps

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

Assessment of Solar Energy Based on Remote Sensing Data

edited by

Panagiotis Kosmopoulos

and

Fernando Ramos Martins

submission deadline 15 Aug 2024 | Viewed by 196 | Submission Open

Keywords: solar energy nowcasting and forecasting; solar power planning and management; radiative transfer modelling; concentrated solar power; aerosol and cloud effect; surface solar irradiation; solar resource map**; solar cadasters; photovoltaics

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

Remote Sensing and Industry 4.0 for Cultural Heritage and Archaeological Landscapes Applications

edited by

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and

submission deadline 15 Aug 2024 | Viewed by 110 | Submission Open

Keywords: remote sensing; cultural heritage; industry 4.0; archaeological landscapes; satellite imagery; airborne technologies; LiDAR (light detection and ranging); digital twins; digital archives; GIS (geographic information systems); BIM (building information modeling); HBIM (heritage building information modeling); geomatics

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

Recent Advances in the Processing of Hyperspectral Images

edited by

,

,

and

submission deadline 16 Aug 2024 | 6 articles | Viewed by 5673 | Submission Open

Keywords: remote sensing image processing; hyperspectral image; mixed pixels; machine learning; deep learning

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

Applications of Satellite Geodesy in Monitoring Change of Terrestrial Water Storage, Ice Sheet Mass Balance and Sea Level

edited by

,

,

and

submission deadline 16 Aug 2024 | Viewed by 152 | Submission Open

Keywords: earth observation; satellite; geomatics; spatial analysis; surveying; quantum gravity; gravimetry; models; gravity; least-squares analysis

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

State-of-the-Art Remote Sensing Technologies for Environmental Monitoring

edited by

Monica Rivas Casado

, Marco Palma and

Paul Leinster

submission deadline 20 Aug 2024 | 6 articles | Viewed by 21959 | Submission Open

Keywords: emerging technologies; robots; autonomous systems; environmental assessment; advanced statistics; data analysis; unmanned aerial systems; autonomous underwater vehicles; remotely operated vehicles

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

Aerial Remote Sensing System for Agriculture

edited by

Giuseppe Rossi

,

Gabriel Araújo e Silva Ferraz

,

Leonardo Conti

and

Diego Bedin Marin

submission deadline 20 Aug 2024 | 4 articles | Viewed by 5050 | Submission Open

Keywords: unmanned aerial systems (UAS); remote sensing; precision agriculture; digital agriculture; ultra-high spatial resolution; hyperspectral images; multispectral images; RGB images; vegetation indices; machine and deep learning

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

Enhancing Geological Remote Sensing with Cutting-Edge Sensor Technologies

edited by

Veronika Kopačková-Strandová

,

Pierre Lacroix

, Kati Laakso and

Teodosio Lacava

submission deadline 20 Aug 2024 | Viewed by 273 | Submission Open

Keywords: remote sensing; geological applications; hyperspectral imaging; synthetic aperture radar; cutting-edge sensor innovations

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

Deep Learning for Land Use and Land Cover Change Monitoring with Optical and SAR Images

edited by

Hyung-Sup Jung

,

**-Woo Kim

and

Zhong Lu

submission deadline 20 Aug 2024 | Viewed by 175 | Submission Open

Keywords: remote sensing; change detection; earth surface changes; geohazards; time series analysis; deep learning; optical/infrared imagery; SAR/InSAR imagery; land use/land cover

(This special issue belongs to the Section Remote Sensing and Geo-Spatial Science)

Remote Sensing Applications for Forest Ecosystem Monitoring and Spatial Modeling

edited by

Jan Komarek

,

Marlena Kycko

and

Iñigo Molina

submission deadline 24 Aug 2024 | 7 articles | Viewed by 16522 | Submission Open

Keywords: forest inventory; landscape modelling; feature and pattern detection; long-term monitoring; image analysis; point cloud analysis; data fusion

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

Robotics and AI for Infrastructure Inspection and Monitoring

edited by

Paolo Tripicchio

submission deadline 30 Aug 2024 | 6 articles | Viewed by 19804 | Submission Open

Keywords: SAR; Monitoring; Machine learning; Robotics; Map**

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

High-Throughput Phenoty** in Plants Using Remote Sensing

edited by

Paulo Eduardo Teodoro

,

Carlos Antonio Da Silva Junior

and

Larissa Pereira Ribeiro Teodoro

submission deadline 30 Aug 2024 | 5 articles | Viewed by 12826 | 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)

Monitoring Coastal and Marine Environments Based on Remote Sensing Data

edited by

Luca Fallati

,

Alessandra Savini

and

Gema Casal

submission deadline 30 Aug 2024 | 5 articles | Viewed by 7451 | Submission Open

Keywords: coastal map**; coastal geomorphology; habitat map**; UAV; ASV; AUV; ROV; acoustic remote sensing; optical remote sensing; LIDAR; underwater photogrammetry; OBIA; deep learning

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

Advances in Thermal Infrared Remote Sensing II

edited by

Tian Hu

,

Mengmeng Wang

,

Vicente Burchard-Levine

,

Gilles Boulet

and

Jean-Louis Roujean

submission deadline 30 Aug 2024 | 5 articles | Viewed by 5126 | Submission Open

Keywords: land surface temperature; evapotranspiration; thermal radiative transfer; surface energy balance; ecosystem functioning; urban thermal environment; future thermal infrared mission

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

PAZ Ciencia: Review of the Scientific Results from Radar PAZ Mission Data

edited by

José Fernández

,

Antonio Turiel

, María José González Bonilla, Juan Manuel Cuerda Muñoz and Nuria Casal Vázquez

submission deadline 30 Aug 2024 | 1 articles | Viewed by 1341 | Submission Open

Keywords: synthetic aperture radar; SAR interferometry; SAR polarimetry; ground deformation; land cover; geo-hazards; hidrology

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

Advances in Satellite Image Analysis and Applications for Earth Observation

edited by

,

,

,

and

Maria Antonia Brovelli

submission deadline 30 Aug 2024 | Viewed by 415 | Submission Open

Keywords: image analysis; environmental monitoring; image-based change detection; urban planning; earth observation; GeoAI; multi-scale and multi-sensor; earth observation analytics

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

Understanding Snow Hydrology through Remote Sensing Technologies

edited by

Emanuele Santi

and

Simone Pettinato

submission deadline 30 Aug 2024 | Viewed by 100 | Submission Open

Keywords: snow remote sensing; SAR/SAR interferometry; microwave radiometers (AMSR2; SSM/I; … ); snow cover area; snow water equivalent; snow depth; machine learning

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

State-of-the-Art in Land Cover Classification and Map**

edited by

**gxiong Zhang

and

Won-Ho Nam

submission deadline 31 Aug 2024 | 10 articles | Viewed by 22837 | Submission Open

Keywords: classification; map**; classification systems; land cover; remote-sensing images; scale; resolution; semantics; spectral– spatial– temporal features; phenology; pattern analysis; machine learning; rule bases; accuracy metrics and assessment; uncertainty; confusion matrix; mixed pixels; sampling; reference samples; image interpretation

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

Vegetation Dynamics Revealed by Remote Sensing and Its Feedback to Regional and Global Climate Ⅱ

edited by

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,

and

submission deadline 31 Aug 2024 | 10 articles | Viewed by 20089 | Submission Open

Keywords: vegetation type; vegetation phenology; change detection; model simulation; response to climate change; feedback to climate change

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

LEO-Augmented PNT Service

edited by

Kan Wang

,

Ahmed El-Mowafy

and

Xuhai Yang

submission deadline 31 Aug 2024 | 7 articles | Viewed by 17598 | Submission Open

Keywords: Low Earth orbit (LEO); Precise orbit determination (POD); Time and frequency transfer; Positioning; Navigation; Integrity monitoring; Quality control; Signal processing; Sensor calibration

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

Applications of Multi-Scale Remote Sensing and GIS Technology to Study Terrestrial Ecosystems

edited by

Jiahua Zhang

,

Alex Okiemute Onojeghuo

and

Fengmei Yao

submission deadline 31 Aug 2024 | 10 articles | Viewed by 16947 | Submission Open

Keywords: multi-scale remote sensing and GIS; terrestrial ecosystems; environmental and ecological dynamics; terrestrial ecosystem services; ecological evolution and degradation; carbon and water cycles; climate change and natural disasters; land-use change and human activities; sustainable development and ecological rehabilitation

(This special issue belongs to the Section Remote Sensing and Geo-Spatial Science)

Monitoring Geohazard from Synthetic Aperture Radar Interferometry

edited by

Benedetta Antonielli

,

Francesca Bozzano

and

Paolo Mazzanti

submission deadline 31 Aug 2024 | 9 articles | Viewed by 16376 | Submission Open

Keywords: geohazards; interferometry synthetic aperture radar (InSAR); earthquakes; landslides; land subsidence; sinkholes; mining; structures affected by geohazards; man-made hazards

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

Near Real-Time (NRT) Agriculture Monitoring

edited by

Liang Sun

,

Feng Gao

,

Wenbin Wu

and Peng Yang

submission deadline 31 Aug 2024 | 5 articles | Viewed by 15925 | Submission Open

Keywords: near real-time (NRT); early crop map**; 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)

Advances in Microwave Remote Sensing for Earth Observation (EO)

edited by

Arnab Muhuri

submission deadline 31 Aug 2024 | 7 articles | Viewed by 14698 | Submission Open

Keywords: Earth observation; active microwave remote sensing; passive microwave remote sensing; polarimetric SAR: full; dual; compact; machine learning; image classification; target decomposition techniques; interferometric SAR

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

Remote Sensing: 15th Anniversary

edited by

Prasad S. Thenkabail

submission deadline 31 Aug 2024 | 18 articles | Viewed by 14105 | Submission Open

Remote Sensing for Land Use and Vegetation Map**

edited by

**aobin **

,

Giorgos Mallinis

and

Bruce D. Chapman

submission deadline 31 Aug 2024 | 5 articles | Viewed by 13001 | Submission Open

Keywords: land use and land cover; local; national & global land use patterns; local; national & global vegetation map**; land use identification algorithms; land use and urbanization; vegetation and climate change; land use and food security; phenology; machine learning; cloud processing; time-series

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

Big Earth Data and Sustainable Development Goals (SDGs) Multi-Objectives Comprehensive Evaluation

edited by Lanwei Zhu,

Lei Wang

,

Chunlin Huang

and

Min Chen

submission deadline 31 Aug 2024 | 7 articles | Viewed by 12585 | Submission Open

Keywords: big earth data; SDGs; multi-objective comprehensive evaluation; remote sensing; geospatial analysis

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

Radar for Space Observation: Systems, Methods and Applications

edited by

Vassilis Karamanavis

submission deadline 31 Aug 2024 | 10 articles | Viewed by 11561 | Submission Open

Keywords: space radar; radar detection; target tracking; radar imaging; characterization; classification; SSA; surveillance; reconnaissance; data fusion

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

Land-Atmosphere Interactions and Effects on the Climate of the Tibetan Plateau and Surrounding Regions III

edited by

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and

submission deadline 31 Aug 2024 | 11 articles | Viewed by 10877 | Submission Open

Keywords: land– atmosphere interactions; radiation flux; sensible and latent heat fluxes; land-surface heating; atmospheric heating sources; atmospheric boundary layer; climate effects; evapotranspiration; land-surface temperature; vegetation dynamics; soil moisture; machine learning; validation and evaluation

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

Spatio-Temporal Analysis of Urbanization Using GIS and Remote Sensing

edited by

Tomaž Podobnikar

submission deadline 31 Aug 2024 | 5 articles | Viewed by 9454 | Submission Open

Keywords: time series; spatio-temporal data; spatio-spatial analysis; spatio-temporal statistics; spatio-temporal concept in GIS; spatio-temporal visual data exploration; spatio-temporal urbanization patterns; movement analysis; GIS; remote sensing; geospatial

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

Applications of Satellite Altimetry in Ocean Observation

edited by

Antonio Sánchez-Román

,

Bàrbara Barceló-Llull

and

Juan M. Sayol

submission deadline 31 Aug 2024 | 7 articles | Viewed by 9172 | Submission Open

Keywords: radar altimetry; ocean circulation; sea level variability; mesoscale and sub-mesoscale features; large-scale processes; sea surface currents; coastal ocean monitoring; in situ observations; ocean waves; new altimeters

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

Remote Sensing for Crop Nutrients and Related Traits

edited by

Fei Li

and

Kang Yu

submission deadline 31 Aug 2024 | 7 articles | Viewed by 8917 | Submission Open

Keywords: plant imaging spectroscopy; crop nutritional traits; vegetative index; machine learning; hyperspectral; multispectral; thermal; fluorescence

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

Digital 3D Reconstruction in Urban Culture Heritage Conservation Using Remote Sensing

edited by

Caterina Balletti

and

Giulia Sammartano

submission deadline 31 Aug 2024 | 4 articles | Viewed by 8769 | Submission Open

Keywords: 3D building modeling/urban heritage documentation; 3D reconstruction and texturing of urban objects; cartographic; multi-platform (satellite; aerial; terrestrial) and multi-sensor (optical; laser) data fusion for 3D urban scene modeling; mobile map** system; virtual city model generation; GIS map**; BIM/HBIM

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

Monitoring Water, Vegetation, and Soil Condition in Farmland Ecosystems: Integration of Multi-Source Remote Sensing

edited by

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,

and

submission deadline 31 Aug 2024 | 7 articles | Viewed by 8708 | Submission Open

Keywords: soil variables; crop traits; multi-source RS; crop growth model; irrigation system

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

Remote Sensing Calibration and Validation in Sounding Atmosphere and Ionosphere

edited by

Yajun Zhu

,

Weihua Bai

and Jiyao Xu

submission deadline 31 Aug 2024 | 6 articles | Viewed by 8671 | Submission Open

Keywords: GNSS-RO; GNSS-R; radar; lidar; airglow; data processing; calibration; validation

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

Artificial Intelligence and Machine Learning with Applications in Remote Sensing II

edited by

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and

submission deadline 31 Aug 2024 | 7 articles | Viewed by 8637 | Submission Open

Keywords: remote sensing data; artificial intelligence; machine learning; deep learning; hyperspectral images

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

Feature Extraction and Data Classification in Hyperspectral Imaging II

edited by

Jaime Zabalza

,

**chang Ren

and

Yijun Yan

submission deadline 31 Aug 2024 | 6 articles | Viewed by 8027 | Submission Open

Keywords: hyperspectral remote sensing; feature extraction; dimensionality reduction; classification; deep learning; efficient computation

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

Remote Sensing for Land Change Science: Looking at Land Surface as a Coupled Human-Environment System

edited by

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and

submission deadline 31 Aug 2024 | 5 articles | Viewed by 7768 | Submission Open

Keywords: sustainability; land change detection; climate; geohazard; natural capital; anthropic drivers of land change; space economy

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

Next-Generation Gravity Mission

edited by

Thomas Gruber

and

Jean-Michel Lemoine

submission deadline 31 Aug 2024 | 4 articles | Viewed by 7453 | Submission Open

Keywords: satellite gravimetry; mission design; orbit design; gravity field space sensors; innovative space ranging devices; gravity field modelling; simulations; mass distribution; mass transport in earth system; earth science applications

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

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