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Remote Sensing, Volume 17, Issue 13

2025 July-1 - 221 articles

Cover Story: Tropical forests are rich in biodiversity but face increasing pressure from human-driven degradation and land-use changes. Monitoring the disturbance and recovery of such forests is essential for effective conservation. Robust assessment requires remote sensing tools capable of penetrating cloud cover and detecting changes in forest structure over time. This study leverages over a decade of spaceborne L-band synthetic aperture radar (SAR) to track forest disturbances and regeneration in Ecuador’s Lowland Chocó biodiversity hotspot. By analyzing changes in radar image texture derived from time series SAR, this study characterizes forest recovery across conservation landscapes. The proposed approach is especially relevant to the upcoming NASA-ISRO NISAR mission, which will greatly enhance the global Earth observation capacity to monitor vegetation structure and biodiversity from space. View this paper
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Articles (221)

  • Review
  • Open Access
5 Citations
4,159 Views
49 Pages

7 July 2025

Mapping marine habitats is fundamental for biodiversity conservation and ecosystem-based management in oceanic regions under increasing anthropogenic and climatic pressures. In the context of global initiatives—such as marine protected area exp...

(This article belongs to the Special Issue Towards Biodiversity Conservation: Remote Sensing Applications in Ecological Modeling)
  • Article
  • Open Access
6 Citations
3,353 Views
23 Pages

7 July 2025

Accurate calibration and validation of remote sensing soil moisture products critically depend on high-quality in situ measurements. However, effectively capturing representative soil moisture patterns across heterogeneous catchments using ground-bas...

(This article belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
  • Article
  • Open Access
27 Citations
5,733 Views
28 Pages

Effects of the October 2024 Storm over the Global Ionosphere

  • Krishnendu Sekhar Paul,
  • Haris Haralambous,
  • Mefe Moses and
  • Sharad C. Tripathi

7 July 2025

The present study analyzes the global ionospheric response to the intense geomagnetic storm of 10–11 October 2024 (SYM—H minimum of −346 nT), using observations from COSMIC—2 and Swarm satellites, GNSS TEC, and Digisondes. Sig...

  • Article
  • Open Access
2 Citations
1,562 Views
27 Pages

Spatiotemporal Dynamic Changes in Cropland and Multi-Scenario Simulation in the Yarlung Zangbo River Basin

  • Mengni He,
  • Yanguo Liu,
  • Liwei Tan,
  • Jingji Li,
  • Ziqin Wang,
  • Yafeng Lu,
  • Wenxu Liu and
  • Qi Tan

7 July 2025

Cropland is crucial for food production, food security, and economic stability, especially in high-altitude Tibetan regions where it is limited. This study investigates the spatiotemporal changes and driving factors of cropland in the Yarlung Zangbo...

  • Article
  • Open Access
1 Citations
1,834 Views
20 Pages

7 July 2025

Azimuth ambiguity caused by spectral aliasing severely degrades the quality of Synthetic Aperture Radar (SAR) images. To suppress azimuth ambiguity while preserving image details as much as possible, this paper proposes an azimuth ambiguity suppressi...

(This article belongs to the Special Issue Efficient Object Detection Based on Remote Sensing Images)
  • Article
  • Open Access
1 Citations
1,720 Views
21 Pages

7 July 2025

Short-term precipitation forecasting is a core task in meteorological science, aiming to achieve accurate predictions by modeling the spatiotemporal evolution of radar echo sequences, thereby supporting meteorological services and disaster warning sy...

(This article belongs to the Special Issue Application of Remote Sensing Data in Data Assimilation, Reanalysis and Artificial Intelligence for Mesoscale Numerical Weather Models (Second Edition))
  • Review
  • Open Access
9 Citations
7,205 Views
35 Pages

Land Use and Land Cover Products for Agricultural Mapping Applications in Brazil: Challenges and Limitations

  • Priscilla Azevedo dos Santos,
  • Marcos Adami,
  • Michelle Cristina Araujo Picoli,
  • Victor Hugo Rohden Prudente,
  • Júlio César Dalla Mora Esquerdo,
  • Gilberto Ribeiro de Queiroz,
  • Cleverton Tiago Carneiro de Santana and
  • Michel Eustáquio Dantas Chaves

7 July 2025

Reliable remote sensing-based Land Use and Land Cover (LULC) information is crucial for assessing Earth’s surface activities. Brazil’s agricultural dynamics, including year-round cropping, multiple cropping, and regional climate variabili...

  • Article
  • Open Access
2 Citations
1,227 Views
19 Pages

7 July 2025

Surface soil moisture (SM) is a critical factor in hydrological modeling, agricultural management, and numerical weather forecasting. This paper presents a highly effective soil moisture retrieval algorithm developed for the FY-3E (FengYun-3E) GNOS-R...

  • Article
  • Open Access
2 Citations
1,452 Views
22 Pages

Principles of Correction for Long-Term Orbital Observations of Atmospheric Composition, Applied to AIRS v.6 CH4 and CO Data

  • Vadim Rakitin,
  • Eugenia Fedorova,
  • Andrey Skorokhod,
  • Natalia Kirillova,
  • Natalia Pankratova and
  • Nikolai Elansky

7 July 2025

This study considers methods for assessing the quality of orbital observations, quantifying drift over time, and the application of correction methods to long-term series. AIRS v6 (IR-only) satellite methane (CH4) and carbon monoxide (CO) total colum...

(This article belongs to the Section Atmospheric Remote Sensing)
  • Article
  • Open Access
5 Citations
1,759 Views
23 Pages

7 July 2025

While space weather indices (e.g., F10.7, Dst index) are commonly employed to characterize ionospheric activity levels, the Global Mean Electron Content (GMEC) provides a more direct and comprehensive indicator of the global ionospheric state. This m...

(This article belongs to the Special Issue The Recent Progression of Machine Learning in Remote Sensing: Theory and Modelling)
  • Article
  • Open Access
5 Citations
1,812 Views
18 Pages

Theoretical Potential of TanSat-2 to Quantify China’s CH4 Emissions

  • Sihong Zhu,
  • Dongxu Yang,
  • Liang Feng,
  • Longfei Tian,
  • Yi Liu,
  • Junji Cao,
  • Minqiang Zhou,
  • Zhaonan Cai,
  • Kai Wu and
  • Paul I. Palmer

7 July 2025

Satellite-based monitoring of atmospheric column-averaged dry-air mole fraction (XCH4) is essential for quantifying methane (CH4) emissions, yet uncharacterized spatially varying biases in XCH4 observations can cause misattribution in flux estimates....

(This article belongs to the Special Issue Advances in Atmospheric Greenhouse Gases Observation and Remote Sensing Applications)
  • Technical Note
  • Open Access
1 Citations
1,449 Views
16 Pages

VGOS Dual Linear Polarization Data Processing Techniques Applied to Differential Observation of Satellites

  • Jiangying Gan,
  • Fengchun Shu,
  • Xuan He,
  • Yidan Huang,
  • Fengxian Tong and
  • Yan Sun

7 July 2025

The Very Long Baseline Interferometry Global Observing System (VGOS), a global network of stations equipped with small-diameter, fast-slewing antennas and broadband receivers, is primarily utilized for geodesy and astrometry. In China, the Shanghai a...

(This article belongs to the Special Issue Space Geodesy and Time Transfer: From Satellite to Science)
  • Article
  • Open Access
5 Citations
1,658 Views
24 Pages

Unveiling Spatiotemporal Differences and Responsive Mechanisms of Seamless Hourly Ozone in China Using Machine Learning

  • Jiachen Fan,
  • Tijian Wang,
  • Qingeng Wang,
  • Mengmeng Li,
  • Min Xie,
  • Shu Li,
  • Bingliang Zhuang and
  • Ume Kalsoom

7 July 2025

Surface ozone (O3) is a multifaceted threat that not only deteriorates the environment but also poses risks to human health. Here, we estimated the seamless hourly surface O3 in China using Extreme Gradient Boosting (XGBoost) with multisource data fu...

(This article belongs to the Section Atmospheric Remote Sensing)
  • Article
  • Open Access
4 Citations
1,496 Views
24 Pages

6 July 2025

Valuation of ecosystem services (ESs) is crucial for understanding the benefits provided by ecosystems and informing sustainable management and policy decisions related to ecosystem protection. This study explores the disagreements in ecosystem servi...

  • Article
  • Open Access
2 Citations
1,869 Views
17 Pages

6 July 2025

The monsoon is regarded as a key system influencing tropical cyclone (TC) activity over the Western North Pacific (WNP). However, the relationship between WNP TC frequency (TCF) and the monsoon across different timescales remains incompletely underst...

(This article belongs to the Special Issue Satellite Remote Sensing of Weather, Water and Climate Couplings and Phenomena (Second Edition))
  • Article
  • Open Access
1 Citations
2,643 Views
23 Pages

TBFH: A Total-Building-Focused Hybrid Dataset for Remote Sensing Image Building Detection

  • Lin Yi,
  • Feng Wang,
  • Guangyao Zhou,
  • Niangang Jiao,
  • Minglin He,
  • Jingxing Zhu and
  • Hongjian You

6 July 2025

Building extraction plays a crucial role in a variety of applications, including urban planning, high-precision 3D reconstruction, and environmental monitoring. In particular, the accurate detection of tall buildings is essential for reliable modelin...

  • Article
  • Open Access
6 Citations
2,029 Views
28 Pages

SFT-GAN: Sparse Fast Transformer Fusion Method Based on GAN for Remote Sensing Spatiotemporal Fusion

  • Zhaoxu Ma,
  • Wenxing Bao,
  • Wei Feng,
  • Xiaowu Zhang,
  • Xuan Ma and
  • Kewen Qu

5 July 2025

Multi-source remote sensing spatiotemporal fusion aims to enhance the temporal continuity of high-spatial, low-temporal-resolution images. In recent years, deep learning-based spatiotemporal fusion methods have achieved significant progress in this f...

(This article belongs to the Section Remote Sensing Image Processing)
  • Article
  • Open Access
7 Citations
5,226 Views
23 Pages

5 July 2025

High-accuracy streamflow forecasting with long lead times can help promote the efficient utilization of water resources. However, the construction of cascade reservoirs has allowed the evolution of natural continuous rivers into multi-block rivers. T...

(This article belongs to the Special Issue Machine Learning and Automation in Remote Sensing Applied in Hydrological Processes)
  • Article
  • Open Access
7 Citations
1,805 Views
39 Pages

SDRFPT-Net: A Spectral Dual-Stream Recursive Fusion Network for Multispectral Object Detection

  • Peida Zhou,
  • Xiaoyong Sun,
  • Bei Sun,
  • Runze Guo,
  • Zhaoyang Dang and
  • Shaojing Su

5 July 2025

Multispectral object detection faces challenges in effectively integrating complementary information from different modalities in complex environmental conditions. This paper proposes SDRFPT-Net (Spectral Dual-stream Recursive Fusion Perception Targe...

  • Article
  • Open Access
23 Citations
4,681 Views
31 Pages

YOLO-SRMX: A Lightweight Model for Real-Time Object Detection on Unmanned Aerial Vehicles

  • Shimin Weng,
  • Han Wang,
  • Jiashu Wang,
  • Changming Xu and
  • Ende Zhang

5 July 2025

Unmanned Aerial Vehicles (UAVs) face a significant challenge in balancing high accuracy and high efficiency when performing real-time object detection tasks, especially amidst intricate backgrounds, diverse target scales, and stringent onboard comput...

(This article belongs to the Special Issue Target Detection, Recognition, Tracking, and Positioning Using Remote Sensing and AI Techniques)
  • Article
  • Open Access
7 Citations
1,693 Views
24 Pages

5 July 2025

The petiole nitrate–nitrogen concentration (PNNC) has been an industry standard indicator for in-season potato (Solanum tuberosum L.) nitrogen (N) status diagnosis. Leaf sensors can be used to predict the PNNC and other N status indicators non-...

(This article belongs to the Special Issue Proximal and Remote Sensing for Precision Crop Management II)
  • Article
  • Open Access
2 Citations
1,796 Views
24 Pages

5 July 2025

On 18 December 2023, a Mw 6.2 earthquake occurred in close proximity to Jishishan County, located on the northeastern edge of the Qinghai–Tibet Plateau. The event struck the structural intersection of the Haiyuan fault, Lajishan fault, and West...

(This article belongs to the Special Issue Advanced SAR/InSAR Techniques in Understanding and Monitoring Geohazards)
  • Technical Note
  • Open Access
6 Citations
4,513 Views
18 Pages

Detection of Banana Diseases Based on Landsat-8 Data and Machine Learning

  • Renata Retkute,
  • Kathleen S. Crew,
  • John E. Thomas and
  • Christopher A. Gilligan

5 July 2025

Banana is an important cash and food crop worldwide. Recent outbreaks of banana diseases are threatening the global banana industry and smallholder livelihoods. Remote sensing data offer the potential to detect the presence of disease, but formal ana...

(This article belongs to the Special Issue Plant Disease Detection and Recognition Using Remotely Sensed Data)
  • Article
  • Open Access
2 Citations
2,718 Views
22 Pages

Airborne Strapdown Gravity Survey of Sos Enattos Area (NE Sardinia, Italy): Insights into Geological and Geophysical Characterization of the Italian Candidate Site for the Einstein Telescope

  • Filippo Muccini,
  • Filippo Greco,
  • Luca Cocchi,
  • Maria Marsella,
  • Antonio Zanutta,
  • Alessandra Borghi,
  • Matteo Cagnizi,
  • Daniele Carbone,
  • Mauro Coltelli and
  • Eleonora Rivalta
  • + 6 authors

5 July 2025

Strapdown gravity systems are increasingly employed in airborne geophysical exploration and geodetic studies due to advantages such as ease of installation, wide dynamic range, and adaptability to various platforms, including airplanes, helicopters,...

(This article belongs to the Special Issue Advances in Remote Sensing and Applications in Geodesy and Gravity Field Modeling)
  • Article
  • Open Access
2 Citations
3,545 Views
27 Pages

Mapping Soil Burn Severity and Crown Scorch Percentage with Sentinel-2 in Seasonally Dry Deciduous Oak and Pine Forests in Western Mexico

  • Oscar Enrique Balcázar Medina,
  • Enrique J. Jardel Peláez,
  • Daniel José Vega-Nieva,
  • Adrián Israel Silva-Cardoza and
  • Ramón Cuevas Guzmán

5 July 2025

There is a need to evaluate Sentinel-2 (S2) fire severity spectral indices (SFSIs) for predicting vegetation and soil burn severity for a variety of ecosystems. We evaluated the performance of 26 SFSIs across three fires in seasonally dry oak–p...

(This article belongs to the Special Issue Remote Sensing in Forest Fire Monitoring and Post-fire Damage Analysis II)
  • Review
  • Open Access
13 Citations
9,235 Views
59 Pages

4 July 2025

Climate change poses significant threats to oceans, leading to ocean acidification, sea level rise, and sea ice loss and so on. At the same time, oceans play a crucial role in climate change mitigation and adaptation, offering solutions such as renew...

(This article belongs to the Section Ocean Remote Sensing)
  • Article
  • Open Access
3 Citations
3,824 Views
30 Pages

4 July 2025

Hyperspectral image cross-scene classification (HSICC) tasks are confronted with tremendous challenges due to spectral shift phenomena across scenes and the tough work of obtaining labels. Unsupervised domain adaptation has proven its effectiveness i...

  • Article
  • Open Access
3 Citations
1,416 Views
24 Pages

4 July 2025

Dual polarimetric SAR is capable of reflecting the biophysical and geometrical information of terrain with open access data availability. When it is combined with time-series observations, it can effectively capture the dynamic evolution of scatterin...

(This article belongs to the Special Issue Cutting-Edge PolSAR Imaging Applications and Techniques)
  • Article
  • Open Access
6 Citations
2,239 Views
25 Pages

Robust Feature Matching of Multi-Illumination Lunar Orbiter Images Based on Crater Neighborhood Structure

  • Bin Xie,
  • Bin Liu,
  • Kaichang Di,
  • Wai-Chung Liu,
  • Yuke Kou,
  • Yutong Jia and
  • Yifan Zhang

4 July 2025

Lunar orbiter image matching is a critical process for achieving high-precision lunar mapping, positioning, and navigation. However, with the Moon’s weak-texture surface and rugged terrain, lunar orbiter images generally suffer from inconsisten...

(This article belongs to the Special Issue Remote Sensing and Photogrammetry Applied to Deep Space Exploration)
  • Article
  • Open Access
1,452 Views
19 Pages

4 July 2025

We present coordinated observations from ozone Differential Absorption lidar (DIAL), aerosol lidar, and Doppler wind lidar at the City College of New York (CCNY) in northern Manhattan during the summer 2023 AGES+ campaigns across the New York City (N...

(This article belongs to the Section Atmospheric Remote Sensing)
  • Article
  • Open Access
3 Citations
2,187 Views
21 Pages

A Novel Copula-Based Multi-Feature CFAR Framework for Radar Target Detection

  • Juan Li,
  • Yunlong Dong,
  • Ningbo Liu,
  • Yong Huang,
  • Xingyu Jiang and
  • Jinping Sun

4 July 2025

Multi-feature radar target detection enhances the discrimination between targets and clutter, thereby improving detection accuracy. However, the complex nonlinear dependencies among features present significant challenges for precise control of the f...

  • Technical Note
  • Open Access
13 Citations
3,757 Views
16 Pages

4 July 2025

Water vapor plays a crucial role in maintaining global energy balance and water cycle, and it is closely linked to various meteorological disasters. Precipitable water vapor (PWV), as an indicator of variations in atmospheric water vapor content, has...

  • Article
  • Open Access
7 Citations
2,423 Views
24 Pages

Monitoring and Assessment of Slope Hazards Susceptibility Around Sarez Lake in the Pamir by Integrating Small Baseline Subset InSAR with an Improved SVM Algorithm

  • Yang Yu,
  • Changming Zhu,
  • Majid Gulayozov,
  • Junli Li,
  • Bingqian Chen,
  • Qian Shen,
  • Hao Zhou,
  • Wen Xiao,
  • Jafar Niyazov and
  • Aminjon Gulakhmadov

4 July 2025

Sarez Lake, situated at one of the highest altitudes among naturally dammed lakes, is regarded as potentially hazardous due to its geological setting. Therefore, developing an integrated monitoring and risk assessment framework for slope-related geol...

(This article belongs to the Special Issue Latest Improvements and Applications of Ground Deformation Monitoring Based on Remote Sensing Data (Second Edition))
  • Article
  • Open Access
3 Citations
1,475 Views
23 Pages

4 July 2025

Cyanobacterial blooms and aquatic vegetation dynamics are critical indicators of freshwater ecosystem health, increasingly shaped by climate change, nutrient enrichment, and ecological restoration efforts. Here, we present an automated monitoring sys...

(This article belongs to the Special Issue River and Lake Dynamic Monitoring and Ecological Assessment Based on Remote Sensing)
  • Article
  • Open Access
5 Citations
2,862 Views
20 Pages

Remote Sensing and Critical Slowing Down Modeling Reveal Vegetation Resilience in the Three Gorges Reservoir Area, China

  • Liangliang Zhang,
  • Nan Yang,
  • Bingkun Zhao,
  • Jun Xie,
  • Xiaofei Sun,
  • Shunlin Liang,
  • Huaiyong Shao and
  • Jinhui Wu

4 July 2025

Globally, ecosystems are affected by climate change, human activities, and natural disasters, which impact ecosystem quality and stability. Vegetation plays a crucial role in ecosystem material cycle and energy transformation, making it important to...

(This article belongs to the Special Issue Remote Sensing Applications to Ecology: Opportunities and Challenges II)
  • Article
  • Open Access
4 Citations
2,230 Views
26 Pages

4 July 2025

This study investigates pre-seismic ionospheric anomalies preceding the 2023 Jishishan Ms6.2 earthquake using total electron content (TEC) data derived from BDS geostationary orbit (GEO) satellites. Multi-scale analysis integrating Butterworth filter...

(This article belongs to the Special Issue State of the Art of Geomagnetic/Electromagnetic Satellites: Science and Applications (Second Edition))
  • Article
  • Open Access
5 Citations
1,600 Views
19 Pages

4 July 2025

With increasing threats to forest resources, there is a growing demand for accurate, timely, and quantitative information on their status, trends, and sustainability. Satellite remote sensing provides an effective means of consistently monitoring lar...

  • Article
  • Open Access
6 Citations
2,609 Views
32 Pages

4 July 2025

Guangxi is among China’s regions most severely affected by karst rocky desertification (KRD). Over the past two decades, global climate change and human activities have jointly led to significant changes in the extent and intensity of KRD in Gu...

  • Article
  • Open Access
1,619 Views
18 Pages

4 July 2025

Visual geolocalization for aerial vehicles based on an analysis of Earth observation imagery is an effective method in GNSS-denied environments. However, existing methods for geographic location estimation have limitations: one relies on high-precisi...

(This article belongs to the Section Engineering Remote Sensing)
  • Article
  • Open Access
4 Citations
1,861 Views
25 Pages

SPA-Net: An Offset-Free Proposal Network for Individual Tree Segmentation from TLS Data

  • Yunjie Zhu,
  • Zhihao Wang,
  • Qiaolin Ye,
  • Lifeng Pang,
  • Qian Wang,
  • Xiaolong Zheng and
  • Chunhua Hu

4 July 2025

Individual tree segmentation (ITS) from terrestrial laser scanning (TLS) point clouds is foundational for deriving detailed forest structural parameters, crucial for precision forestry, biomass calculation, and carbon accounting. Conventional ITS alg...

(This article belongs to the Section Forest Remote Sensing)
  • Article
  • Open Access
2 Citations
1,630 Views
23 Pages

4 July 2025

The sound speed profile (SSP) is an important feature in the field of ocean acoustics. The accurate estimation of SSP is significant for the development of underwater position, communication, and associated fundamental marine research. The Res-SACNN...

  • Review
  • Open Access
6 Citations
6,645 Views
37 Pages

Accelerated Adoption of Google Earth Engine for Mangrove Monitoring: A Global Review

  • K. M. Ashraful Islam,
  • Paulo Murillo-Sandoval,
  • Eric Bullock and
  • Robert Kennedy

3 July 2025

Mangrove forests support coastal resilience, biodiversity, and significant carbon sequestration, yet they face escalating threats from climate change, urban expansion, and land-use change. Traditional remote sensing workflows often struggle with larg...

(This article belongs to the Special Issue Remote Sensing in Mangroves III)
  • Article
  • Open Access
3 Citations
1,742 Views
19 Pages

3 July 2025

Glacier classification offers a structured framework for assessing glacier characteristics and understanding their responses to climate change. In this study, we apply the Shi–Xie glacier classification system, proposed by Chinese glaciologists...

(This article belongs to the Section Atmospheric Remote Sensing)
  • Article
  • Open Access
3 Citations
2,401 Views
28 Pages

3 July 2025

LiDAR point clouds, as direct carriers of 3D spatial information, comprehensively record the geometric features and spatial topological relationships of object surfaces, providing intelligent systems with rich 3D scene representation capability. Howe...

(This article belongs to the Special Issue Remote Sensing for 2D/3D Mapping)
  • Article
  • Open Access
14 Citations
3,824 Views
19 Pages

Sequential SAR-to-Optical Image Translation

  • Jingbo Wei,
  • Huan Zhou,
  • Peng Ke,
  • Yaobin Ma and
  • Rongxin Tang

3 July 2025

There is a common need for optical sequence images with high spatiotemporal resolution. As a solution, Synthetic Aperture Radar (SAR)-to-optical translation tends to bring high temporal continuity of optical images and low interpretation difficulty o...

(This article belongs to the Special Issue SAR Images Processing and Analysis (2nd Edition))
  • Article
  • Open Access
1 Citations
1,397 Views
23 Pages

3 July 2025

On 5 September 2022, a Mw 6.6 earthquake occurred in Luding, Sichuan Province, China. The epicenter of this earthquake was located in the vicinity of Mt. Gongga. The China Earthquake Administration employed the Global Navigation Satellite System (GNS...

(This article belongs to the Special Issue Remote Sensing in Earth Surface Changes and Deformations Caused by Earthquake and Landslide (Third Edition))
  • Article
  • Open Access
5 Citations
2,152 Views
23 Pages

3 July 2025

Wildfires threaten ecosystems, biodiversity, and human livelihood while exacerbating climate change. Accurate identification and monitoring of burned areas (BA) are critical for effective post-fire recovery and management. Although satellite multi-sp...

(This article belongs to the Section Ecological Remote Sensing)
  • Article
  • Open Access
4 Citations
2,028 Views
18 Pages

A Cross-Spatial Differential Localization Network for Remote Sensing Change Captioning

  • Ruijie Wu,
  • Hao Ye,
  • Xiangying Liu,
  • Zhenzhen Li,
  • Chenhao Sun and
  • Jiajia Wu

3 July 2025

Remote Sensing Image Change Captioning (RSICC) aims to generate natural language descriptions of changes in bi-temporal remote sensing images, providing more semantically interpretable results than conventional pixel-level change detection methods. H...

(This article belongs to the Special Issue Machine Learning and Deep Learning Applied to Remote Sensing Image Analysis)
  • Article
  • Open Access
1,448 Views
16 Pages

3 July 2025

The quantitative characterization of near-surface heterogeneity using ground-penetrating radar (GPR) is an important but challenging task. The estimation of subsurface geostatistical parameters from surface-based common-offset GPR reflection data has...

(This article belongs to the Special Issue Advanced Ground-Penetrating Radar (GPR) Technologies and Applications)
  • Article
  • Open Access
1 Citations
2,728 Views
24 Pages

3 July 2025

A timely and accurate distribution of crop types and cropping patterns provides a crucial reference for the management of agriculture and food security. However, accurately mapping crop types and cropping patterns in subtropical hilly and mountainous...

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

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