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Remote Sensing, Volume 14, Issue 13

2022 July-1 - 284 articles

Cover Story: Two-dimensional deformation estimates derived from the Persistent Scatterer Interferometry (PSI) analysis of SAR data can improve the characterisation of spatially and temporally varying deformation processes of the Earth’s surface. This study combined the PSI analysis of Sentinel-1 data and a two-step Line-Of-Sight (LOS) velocity (Vlos) decomposition approach to infer high-resolution 2D local deformation velocities. The proposed methodology provides the possibility of isolating irrelevant, but significant, regional deformation signals (Glacial Isostatic Adjustment). By incorporating the Projected Local Incidence Angle (PLIA) in the second decomposition, we derived the potential slope deformation velocities in the Öræfajökull area in Iceland. View this paper
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Articles (284)

  • Article
  • Open Access
17 Citations
4,610 Views
27 Pages

5 July 2022

China has implemented a series of forestry law, policies, regulations, and afforestation projects since the 1970s. However, their impacts on the spatial and temporal patterns of forests have not been fully assessed yet. The lack of an accurate, high-...

  • Article
  • Open Access
17 Citations
4,775 Views
15 Pages

5 July 2022

Vegetation, a key intermediary linking water, the atmosphere, and the ground, performs extremely important functions in nature and for our existence. Although satellite-based remote-sensing technologies have become important for monitoring vegetation...

  • Article
  • Open Access
3 Citations
2,991 Views
17 Pages

5 July 2022

To promote Tibetan meteorological research, the third Tibetan Plateau (TP) Experiment for atmospheric sciences (TIPEX III) has been carried out over the plateau region since 2014, with near-surface heat fluxes measured at different sites. Using the o...

  • Article
  • Open Access
2,857 Views
15 Pages

5 July 2022

The Sentinel-3 satellites are equipped with dual-band Microwave Radiometers (MWR) to derive the wet tropospheric correction (WTC) for satellite altimetry. The deployed MWR lack the 18 GHz channel, which mainly provides information on the surface emis...

  • Article
  • Open Access
3 Citations
3,461 Views
19 Pages

Synchronous Assimilation of Tidal Current-Related Data Obtained Using Coastal Acoustic Tomography and High-Frequency Radar in the Xiangshan Bay, China

  • Ze-Nan Zhu,
  • Xiao-Hua Zhu,
  • Weibing Guan,
  • Chuanzheng Zhang,
  • Minmo Chen,
  • Zhao-Jun Liu,
  • Min Wang,
  • Hua Zheng,
  • Juntian Chen and
  • Arata Kaneko
  • + 3 authors

5 July 2022

To accurately reconstruct large-area three-dimensional current fields in coastal regions, simultaneous observations with ten coastal acoustic tomography (CAT) stations and two high-frequency radar (HFR) stations were performed in the Xiangshan Bay (X...

  • Article
  • Open Access
1 Citations
2,868 Views
21 Pages

5 July 2022

We used Global Navigation Satellite System (GNSS) radio occultation (RO) temperature, density, and bending angle profiles to monitor tropical atmospheric anomalies during the January–February 2009 sudden stratospheric warming (SSW) event on a d...

  • Article
  • Open Access
30 Citations
4,938 Views
22 Pages

MFST: Multi-Modal Feature Self-Adaptive Transformer for Infrared and Visible Image Fusion

  • Xiangzeng Liu,
  • Haojie Gao,
  • Qiguang Miao,
  • Yue Xi,
  • Yunfeng Ai and
  • Dingguo Gao

5 July 2022

Infrared and visible image fusion is to combine the information of thermal radiation and detailed texture from the two images into one informative fused image. Recently, deep learning methods have been widely applied in this task; however, those meth...

  • Article
  • Open Access
57 Citations
5,950 Views
19 Pages

Image Enhancement-Based Detection with Small Infrared Targets

  • Shuai Liu,
  • Pengfei Chen and
  • Marcin Woźniak

5 July 2022

Today, target detection has an indispensable application in various fields. Infrared small-target detection, as a branch of target detection, can improve the perception capability of autonomous systems, and it has good application prospects in infrar...

  • Article
  • Open Access
4 Citations
3,525 Views
25 Pages

5 July 2022

Object recognition, as one of the most fundamental and challenging problems in high-resolution remote sensing image interpretation, has received increasing attention in recent years. However, most conventional object recognition pipelines aim to reco...

  • Article
  • Open Access
31 Citations
4,175 Views
21 Pages

Susceptibility Analysis of Land Subsidence along the Transmission Line in the Salt Lake Area Based on Remote Sensing Interpretation

  • Bijing Jin,
  • Kunlong Yin,
  • Qiuyang Li,
  • Lei Gui,
  • Taohui Yang,
  • Binbin Zhao,
  • Baorui Guo,
  • Taorui Zeng and
  • Zhiqing Ma

5 July 2022

As the influence of extreme climate and human engineering activities intensifies, land subsidence frequently occurs in the Salt Lake area of Qinghai Province, China, which seriously threatens the stability of the UHV transmission line crossing the ar...

  • Article
  • Open Access
48 Citations
7,971 Views
24 Pages

Parameter Flexible Wildfire Prediction Using Machine Learning Techniques: Forward and Inverse Modelling

  • Sibo Cheng,
  • Yufang Jin,
  • Sandy P. Harrison,
  • César Quilodrán-Casas,
  • Iain Colin Prentice,
  • Yi-Ke Guo and
  • Rossella Arcucci

5 July 2022

Parameter identification for wildfire forecasting models often relies on case-by-case tuning or posterior diagnosis/analysis, which can be computationally expensive due to the complexity of the forward prediction model. In this paper, we introduce an...

  • Article
  • Open Access
11 Citations
4,606 Views
19 Pages

Investigating the Ability to Identify New Constructions in Urban Areas Using Images from Unmanned Aerial Vehicles, Google Earth, and Sentinel-2

  • Fahime Arabi Aliabad,
  • Hamid Reza Ghafarian Malamiri,
  • Saeed Shojaei,
  • Alireza Sarsangi,
  • Carla Sofia Santos Ferreira and
  • Zahra Kalantari

5 July 2022

One of the main problems in developing countries is unplanned urban growth and land use change. Timely identification of new constructions can be a good solution to mitigate some environmental and social problems. This study examined the possibility...

  • Communication
  • Open Access
11 Citations
5,563 Views
11 Pages

Phase Centre Corrections of GNSS Antennas and Their Consistency with ATX Catalogues

  • Lukasz Borowski,
  • Jacek Kudrys,
  • Bartosz Kubicki,
  • Martina Slámová and
  • Kamil Maciuk

5 July 2022

Changes of the antenna models on permanent global navigation satellite system (GNSS) stations can lead to jumps and discontinuities in the coordinate time series. In this paper, the results of research on the adequacy of the antenna phase centre corr...

  • Technical Note
  • Open Access
21 Citations
7,521 Views
11 Pages

Fusing Sentinel-2 and Landsat 8 Satellite Images Using a Model-Based Method

  • Jakob Sigurdsson,
  • Sveinn E. Armannsson,
  • Magnus O. Ulfarsson and
  • Johannes R. Sveinsson

5 July 2022

The Copernicus Sentinel-2 (S2) constellation comprises of two satellites in a sun-synchronous orbit. The S2 sensors have three spatial resolutions: 10, 20, and 60 m. The Landsat 8 (L8) satellite has sensors that provide seasonal coverage at spatial r...

  • Article
  • Open Access
10 Citations
3,442 Views
15 Pages

5 July 2022

Wind lidars can be used on wind turbines to monitor the inflow for power curve verification and for control purposes. In these applications, the lidar is most often placed on the nacelle behind the rotating blades, which occasionally intercept the li...

  • Article
  • Open Access
5 Citations
2,938 Views
20 Pages

4 July 2022

Arid ecosystems have exhibited greening trends in recent decades. There is no consensus on how underlying surface changes influence streamflow across vegetation gradients. We investigated this issue for the four typical arid mountain basins using a 3...

  • Article
  • Open Access
16 Citations
3,758 Views
24 Pages

Evaluation of FY-3E/HIRAS-II Radiometric Calibration Accuracy Based on OMB Analysis

  • Chunming Zhang,
  • Chengli Qi,
  • Tianhang Yang,
  • Mingjian Gu,
  • Panxiang Zhang,
  • Lu Lee,
  • Mengzhen Xie and
  • Xiuqing Hu

4 July 2022

Before infrared hyperspectral data are used in satellite data assimilation systems or retrieval systems, the quantitative analysis of data deviation is necessary. Based on RTTOV’s (Radiative Transfer for TOVS) simulation data of FY-3E/HIRAS-II...

  • Article
  • Open Access
5 Citations
3,624 Views
19 Pages

AC-LSTM: Anomaly State Perception of Infrared Point Targets Based on CNN+LSTM

  • Jiaqi Sun,
  • Jiarong Wang,
  • Zhicheng Hao,
  • Ming Zhu,
  • Haijiang Sun,
  • Ming Wei and
  • Kun Dong

4 July 2022

Anomaly perception of infrared point targets has high application value in many fields, such as maritime surveillance, airspace surveillance, and early warning systems. This kind of abnormality includes the explosion of the target, the separation bet...

  • Article
  • Open Access
7 Citations
3,344 Views
20 Pages

4 July 2022

The distribution pattern and flux variation of POC in the continental shelf seas are essential for understanding the carbon cycle in marginal seas. The hydrodynamic environment and complicated estuarine processes in the East China Sea result in chall...

  • Article
  • Open Access
36 Citations
5,057 Views
20 Pages

Recent Changes in Drought Events over South Asia and Their Possible Linkages with Climatic and Dynamic Factors

  • Irfan Ullah,
  • Xieyao Ma,
  • Guoyu Ren,
  • Jun Yin,
  • Vedaste Iyakaremye,
  • Sidra Syed,
  • Kaidong Lu,
  • Yun Xing and
  • Vijay P. Singh

4 July 2022

South Asia is home to one of the fastest-growing populations in Asia, and human activities are leaving indelible marks on the land surface. Yet the likelihood of successive observed droughts in South Asia (SA) and its four subregions (R-1: semi-arid,...

  • Article
  • Open Access
9 Citations
3,505 Views
22 Pages

A Spatial–Spectral Combination Method for Hyperspectral Band Selection

  • Xizhen Han,
  • Zhengang Jiang,
  • Yuanyuan Liu,
  • Jian Zhao,
  • Qiang Sun and
  • Yingzhi Li

4 July 2022

Hyperspectral images are characterized by hundreds of spectral bands and rich information. However, there exists a large amount of information redundancy among adjacent bands. In this study, a spatial–spectral combination method for hyperspectr...

  • Article
  • Open Access
50 Citations
6,509 Views
22 Pages

Physics-Driven Deep Learning Inversion with Application to Magnetotelluric

  • Wei Liu,
  • He Wang,
  • Zhenzhu Xi,
  • Rongqing Zhang and
  • Xiaodi Huang

4 July 2022

Due to the strong capability of building complex nonlinear mapping without involving linearization theory and high prediction efficiency; the deep learning (DL) technique applied to solve geophysical inverse problems has been a subject of growing int...

  • Article
  • Open Access
43 Citations
3,870 Views
23 Pages

Classification of Heterogeneous Mining Areas Based on ResCapsNet and Gaofen-5 Imagery

  • Renxiang Guan,
  • Zihao Li,
  • Teng Li,
  • Xianju Li,
  • Jinzhong Yang and
  • Weitao Chen

4 July 2022

Land cover classification (LCC) of heterogeneous mining areas is important for understanding the influence of mining activities on regional geo-environments. Hyperspectral remote sensing images (HSI) provide spectral information and influence LCC. Co...

  • Article
  • Open Access
31 Citations
7,052 Views
21 Pages

Soil Moisture Retrieval Using SAR Backscattering Ratio Method during the Crop Growing Season

  • Minfeng Xing,
  • Lin Chen,
  • Jinfei Wang,
  • Jiali Shang and
  • Xiaodong Huang

4 July 2022

Soil moisture content (SMC) is an indispensable basic element for crop growth and development in agricultural production. Obtaining accurate information on SMC in real time over large agricultural areas has important guiding significance for crop yie...

  • Article
  • Open Access
11 Citations
3,279 Views
15 Pages

4 July 2022

Global climate change has significantly affected terrestrial carbon sinks. Net ecosystem production (NEP) plays a critical role in the global carbon cycle. However, interannual variability (IAV) of the NEP and its regional contributions and climate a...

  • Article
  • Open Access
14 Citations
5,347 Views
24 Pages

4 July 2022

Nondestructive inspection technology based on machine vision can effectively improve the efficiency of fresh fruit quality inspection. However, fruits with smooth skin and less texture are easily affected by specular highlights during the image acqui...

  • Article
  • Open Access
34 Citations
4,456 Views
17 Pages

4 July 2022

Timely and accurate information on rice cultivation makes important contributions to the profound reform of the global food and agricultural system, and promotes the development of global sustainable agriculture. With all-day and all-weather observin...

  • Article
  • Open Access
36 Citations
4,240 Views
17 Pages

4 July 2022

Cultivated land resources are crucial to food security and economic development. Exploring the spatiotemporal pattern of cultivated land non-agriculturalization and its drivers is a prerequisite for cultivated land conservation. This paper used Globe...

  • Article
  • Open Access
11 Citations
4,887 Views
28 Pages

4 July 2022

Plant phenotyping plays an important role for the thorough assessment of plant traits such as growth, development, and physiological processes with the target of achieving higher crop yields by the proper crop management. The assessment can be done b...

  • Communication
  • Open Access
4 Citations
3,248 Views
14 Pages

4 July 2022

Space weather events adversely impact the operations of Global Navigation Satellite Systems (GNSS). Understanding space weather mechanisms, interactions in the atmosphere, and the extent of their impact are useful in developing prediction and mitigat...

  • Article
  • Open Access
14 Citations
3,915 Views
33 Pages

Empirical Models for Estimating Air Temperature Using MODIS Land Surface Temperature (and Spatiotemporal Variables) in the Hurd Peninsula of Livingston Island, Antarctica, between 2000 and 2016

  • Carmen Recondo,
  • Alejandro Corbea-Pérez,
  • Juanjo Peón,
  • Enrique Pendás,
  • Miguel Ramos,
  • Javier F. Calleja,
  • Miguel Ángel de Pablo,
  • Susana Fernández and
  • José Antonio Corrales

4 July 2022

In this article, we present empirical models for estimating daily mean air temperature (Ta) in the Hurd Peninsula of Livingston Island (Antarctica) using Moderate Resolution Imaging Spectroradiometer (MODIS) Land Surface Temperature (LST) data and sp...

  • Article
  • Open Access
12 Citations
3,472 Views
16 Pages

4 July 2022

Nighttime light remote sensing technologies provide methods for studying spatiotemporal changes in urban areas. In this research, we study the changes in the urban zone in Zhejiang Province based on NPP/VIIRS nighttime light data. Moreover, we propos...

  • Article
  • Open Access
25 Citations
4,681 Views
17 Pages

4 July 2022

Reconstructing the vertical structures of the ocean from sea surface information is of great importance for ocean and climate studies. In this study, an ensemble machine learning (Ens-ML) model is proposed to retrieve ocean subsurface thermal structu...

  • Review
  • Open Access
199 Citations
27,516 Views
45 Pages

UAV-Based Forest Health Monitoring: A Systematic Review

  • Simon Ecke,
  • Jan Dempewolf,
  • Julian Frey,
  • Andreas Schwaller,
  • Ewald Endres,
  • Hans-Joachim Klemmt,
  • Dirk Tiede and
  • Thomas Seifert

4 July 2022

In recent years, technological advances have led to the increasing use of unmanned aerial vehicles (UAVs) for forestry applications. One emerging field for drone application is forest health monitoring (FHM). Common approaches for FHM involve small-s...

  • Article
  • Open Access
16 Citations
3,578 Views
24 Pages

The Role of Soil Salinization in Shaping the Spatio-Temporal Patterns of Soil Organic Carbon Stock

  • Wenli Zhang,
  • Wei Zhang,
  • Yubing Liu,
  • Jutao Zhang,
  • Linshan Yang,
  • Zengru Wang,
  • Zhongchao Mao,
  • Shi Qi,
  • Chengqi Zhang and
  • Zhenliang Yin

4 July 2022

Soil salinization is closely related to land degradation, and it is supposed to exert a significant negative effect on soil organic carbon (SOC) stock dynamics. This effect and its mechanism have been examined at site and transect scales in previous...

  • Technical Note
  • Open Access
20 Citations
3,426 Views
16 Pages

4 July 2022

Predicting the parameters of upcoming earthquakes has always been one of the most challenging topics in studies related to earthquake precursors. Increasing the number of sensors and satellites and consequently incrementing the number of observable p...

  • Article
  • Open Access
22 Citations
4,960 Views
28 Pages

Large-Scale Debris Cover Glacier Mapping Using Multisource Object-Based Image Analysis Approach

  • Kavita V. Mitkari,
  • Manoj K. Arora,
  • Reet Kamal Tiwari,
  • Sanjeev Sofat,
  • Hemendra S. Gusain and
  • Surya Prakash Tiwari

4 July 2022

Large-scale debris cover glacier mapping can be efficiently conducted from high spatial resolution (HSR) remote sensing imagery using object-based image analysis (OBIA), which works on a group of pixels. This paper presents the spectral and spatial c...

  • Article
  • Open Access
17 Citations
4,318 Views
18 Pages

3 July 2022

The dramatic shrinkage of the Aral Sea in the past decades has inevitably led to an environmental calamity. Existing knowledge on the variations and potential transport of atmospheric aerosols from the Aral Sea Basin (ASB) is limited. To bridge this...

  • Article
  • Open Access
12 Citations
4,379 Views
22 Pages

3 July 2022

Autonomous UAV 3D reconstruction has been widely used for infrastructure inspections and asset management. However, its applications on truss structures remain a challenging task due to geometric complexity and the severe self-occlusion problem of th...

  • Article
  • Open Access
10 Citations
4,290 Views
23 Pages

3 July 2022

3D reconstruction is a beneficial technique to generate 3D geometry of scenes or objects for various applications such as computer graphics, industrial construction, and civil engineering. There are several techniques to obtain the 3D geometry of an...

  • Article
  • Open Access
46 Citations
7,695 Views
21 Pages

3 July 2022

The reconstruction of the ocean’s 3D thermal structure is essential to the study of ocean interior processes and global climate change. Satellite remote sensing technology can collect large-scale, high-resolution ocean observation data, but onl...

  • Article
  • Open Access
21 Citations
3,178 Views
14 Pages

A Classifying-Inversion Method of Offshore Atmospheric Duct Parameters Using AIS Data Based on Artificial Intelligence

  • Jie Han,
  • Jiaji Wu,
  • Lijun Zhang,
  • Hongguang Wang,
  • Qinglin Zhu,
  • Chao Zhang,
  • Hui Zhao and
  • Shoubao Zhang

3 July 2022

Atmospheric duct parameters inversion is an important aspect of microwave-band radar and communication system performance evaluation. AIS (Automatic Identification System) is one of the signal sources used for atmospheric duct parameters inversion. B...

  • Article
  • Open Access
5 Citations
2,748 Views
18 Pages

3 July 2022

Building segmentation for Unmanned Aerial Vehicle (UAV) imagery usually requires pixel-level labels, which are time-consuming and expensive to collect. Weakly supervised semantic segmentation methods for image-level labeling have recently achieved pr...

  • Article
  • Open Access
13 Citations
5,138 Views
16 Pages

Grassland Aboveground Biomass Estimation through Assimilating Remote Sensing Data into a Grass Simulation Model

  • Yuxin Zhang,
  • Jianxi Huang,
  • Hai Huang,
  • Xuecao Li,
  • Yunxiang Jin,
  • Hao Guo,
  • Quanlong Feng and
  • Yuanyuan Zhao

3 July 2022

Grassland aboveground biomass is crucial for evaluating grassland desertification, degradation, and grassland and livestock balance. Given the lack of understanding of mechanical processes and limited simulation accuracy for grassland aboveground bio...

  • Article
  • Open Access
11 Citations
4,015 Views
20 Pages

3 July 2022

Inland water is an important part of the Earth’s water cycle. Mapping inland water is vital for understanding surface hydrology and climate change. Spaceborne global navigation satellite systems reflectometry (GNSS-R) has been proven to be an e...

  • Article
  • Open Access
15 Citations
2,684 Views
27 Pages

Retrieval of Soil Moisture Content Based on Multisatellite Dual-Frequency Combination Multipath Errors

  • Shihai Nie,
  • Yanxia Wang,
  • Jinsheng Tu,
  • Peng Li,
  • Jianhui Xu,
  • Nan Li,
  • Mengke Wang,
  • Danni Huang and
  • Jia Song

3 July 2022

Global navigation satellite system interferometric reflectometry (GNSS-IR) is a new type of microwave remote sensing technology that can measure soil moisture content (SMC). GNSS-IR soil moisture retrieval methods based on the satellite signal-to-noi...

  • Article
  • Open Access
4 Citations
2,440 Views
17 Pages

Influence of the Nocturnal Effect on the Estimated Global CO2 Flux

  • Rui Jin,
  • Tan Yu,
  • Bangyi Tao,
  • Weizeng Shao,
  • Song Hu and
  • Yongliang Wei

3 July 2022

We found that significant errors occurred when diurnal data instead of diurnal–nocturnal data were used to calculate the daily sea-air CO2 flux (F). As the errors were mainly associated with the partial pressure of CO2 in seawater (pCO2w) and the sea...

  • Article
  • Open Access
10 Citations
3,307 Views
21 Pages

Mapping the Recent Vertical Crustal Deformation of the Weihe Basin (China) Using Sentinel-1 and ALOS-2 ScanSAR Imagery

  • Feifei Qu,
  • Qin Zhang,
  • Yufen Niu,
  • Zhong Lu,
  • Shuai Wang,
  • Chaoying Zhao,
  • Wu Zhu,
  • Wei Qu and
  • Chengsheng Yang

3 July 2022

The Weihe Basin, located in central China, is a Cenozoic rift basin that is characterized by a complicated geological background, with intense tectonic movement and relatively significant seismic activity. The faulting behaviors, slip rates, geometri...

  • Article
  • Open Access
37 Citations
4,193 Views
17 Pages

2 July 2022

Wetlands provide various ecosystem services to urban areas, which are crucial for sustainable urban management. With intensified urbanization, there has been marked loss of urban natural wetland, degradation, and related urban disasters in the past s...

  • Article
  • Open Access
25 Citations
3,885 Views
23 Pages

2 July 2022

Under the influence of climate change and human activities, the southern boundary of the permafrost region in Northeast China, which is located at the southern edge of the permafrost area of Eurasia, has moved north, the surface temperature has incre...

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Remote Sens. - ISSN 2072-4292