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Remote Sensing, Volume 14, Issue 4

2022 February-2 - 245 articles

Cover Story: For the example of AVHRR aerosol optical depth (AOD) retrieval, a thorough analysis of the retrieval operator and its sensitivities to the used input and auxiliary variables is undertaken to quantify the different contributions to AOD uncertainties. Uncertainties are then propagated from measured reflectances to geophysical retrieved AOD datasets at different product levels. The propagation uses uncertainty correlations of separate uncertainty contributions from the FIDUCEO easyFCDR level1b input and other major effects in the retrieval. The uncertainties are statistically validated against true error estimates versus AERONET ground-based AOD. The study demonstrates the benefits of new recipes for uncertainty characterization from the Horizon 2020 project FIDUCEO. View this paper
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Articles (245)

  • Article
  • Open Access
9 Citations
5,247 Views
24 Pages

Robust Multimodal Remote Sensing Image Registration Based on Local Statistical Frequency Information

  • Xiangzeng Liu,
  • Jiepeng Xue,
  • Xueling Xu,
  • Zixiang Lu,
  • Ruyi Liu,
  • Bocheng Zhao,
  • Yunan Li and
  • Qiguang Miao

21 February 2022

Multimodal remote sensing image registration is a prerequisite for comprehensive application of remote sensing image data. However, inconsistent imaging environment and conditions often lead to obvious geometric deformations and significant contrast...

  • Article
  • Open Access
11 Citations
3,334 Views
22 Pages

Global Spatiotemporal Variability of Integrated Water Vapor Derived from GPS, GOME/SCIAMACHY and ERA-Interim: Annual Cycle, Frequency Distribution and Linear Trends

  • Roeland Van Malderen,
  • Eric Pottiaux,
  • Gintautas Stankunavicius,
  • Steffen Beirle,
  • Thomas Wagner,
  • Hugues Brenot,
  • Carine Bruyninx and
  • Jonathan Jones

21 February 2022

Atmospheric water vapor plays a prominent role in climate change and atmospheric, meteorological, and hydrological processes. Because of its high spatiotemporal variability, precise quantification of water vapor is challenging. This study investigate...

  • Article
  • Open Access
15 Citations
4,798 Views
17 Pages

21 February 2022

In this study, LiDAR sensor data were used to identify agricultural land boundaries. This is a remote sensing method using a pulsating laser directed toward the ground. This study focuses on accurately determining the edges of parcels using only the...

  • Technical Note
  • Open Access
1 Citations
4,377 Views
15 Pages

21 February 2022

Mass wasting, as one of the most significant geomorphological processes, contributes immensely to planetary landscape evolution. The frequency and diversity of mass wasting features on any planetary body also put engineering constraints on its roboti...

  • Article
  • Open Access
18 Citations
4,337 Views
17 Pages

A Preliminary Numerical Study to Compare the Physical Method and Machine Learning Methods Applied to GPR Data for Underground Utility Network Characterization

  • Rakeeb Mohamed Jaufer,
  • Amine Ihamouten,
  • Yann Goyat,
  • Shreedhar Savant Todkar,
  • David Guilbert,
  • Ali Assaf and
  • Xavier Dérobert

21 February 2022

In the field of geophysics and civil engineering applications, ground penetrating radar (GPR) technology has become one of the emerging non-destructive testing (NDT) methods thanks to its ability to perform tests without damaging structures. However,...

  • Article
  • Open Access
6 Citations
4,261 Views
30 Pages

An Integrated Platform for Ground-Motion Mapping, Local to Regional Scale; Examples from SE Europe

  • Valentin Poncoş,
  • Irina Stanciu,
  • Delia Teleagă,
  • Liviu Maţenco,
  • István Bozsó,
  • Alexandru Szakács,
  • Dan Birtas,
  • Ştefan-Adrian Toma,
  • Adrian Stănică and
  • Vlad Rădulescu

21 February 2022

Ground and infrastructure stability are important for our technologically based civilization. Infrastructure projects take into consideration the risk posed by ground displacement (e.g., seismicity, geological conditions and geomorphology). To addres...

  • Article
  • Open Access
10 Citations
4,570 Views
24 Pages

21 February 2022

With the development of radio technology, passive bistatic radar (PBR) will suffer from interferences not only from the base station that is used as the illuminator of opportunity (BS-IoO), but also from the base station with co-frequency or adjacent...

  • Article
  • Open Access
7 Citations
5,006 Views
17 Pages

Application of Machine Learning for Simulation of Air Temperature at Dome A

  • Xiaoping Pang,
  • Chuang Liu,
  • Xi Zhao,
  • Bin He,
  • Pei Fan,
  • Yue Liu,
  • Meng Qu and
  • Minghu Ding

21 February 2022

Dome A is the summit of the Antarctic plateau, where the Chinese Kunlun inland station is located. Due to its unique location and high altitude, Dome A provides an important observatory site in analyzing global climate change. However, before the arr...

  • Article
  • Open Access
7 Citations
5,165 Views
19 Pages

21 February 2022

The Cerrado biome is being gradually reduced. Remote sensing has been widely used to investigate spatio-temporal changes in the landscape, which are frequently limited to mapping with orbital sensors, while the Remotely Piloted Aircraft System (RPAS)...

  • Article
  • Open Access
9 Citations
5,293 Views
24 Pages

21 February 2022

The German Ruhr area is a highly condensed urban area that experienced a tremendous structural change over recent decades with the replacement of the coal and steel industries by other sectors. Consequently, a lot of major land cover changes happened...

  • Article
  • Open Access
17 Citations
5,866 Views
20 Pages

21 February 2022

The emergence of hyperspectral imagery paved a new way for rapid mineral mapping. As a classical hyperspectral classification method, spectral matching (SM) can automatically map the spatial distribution of minerals without the need for selecting tra...

  • Article
  • Open Access
9 Citations
4,102 Views
24 Pages

21 February 2022

Arctic sea ice and snow affect the energy balance of the global climate system through the radiation budget. Accurate determination of the snow cover over Arctic sea ice is significant for the retrieval of the sea ice thickness (SIT). In this study,...

  • Article
  • Open Access
20 Citations
5,375 Views
17 Pages

21 February 2022

Forest aboveground biomass (AGB) is of great significance since it represents large carbon storage and may reduce global climate change. However, there are still considerable uncertainties in forest AGB estimates, especially in rugged regions, due to...

  • Article
  • Open Access
25 Citations
4,634 Views
21 Pages

Meta-Learner Hybrid Models to Classify Hyperspectral Images

  • Dalal AL-Alimi,
  • Mohammed A. A. Al-qaness,
  • Zhihua Cai,
  • Abdelghani Dahou,
  • Yuxiang Shao and
  • Sakinatu Issaka

21 February 2022

Hyperspectral (HS) images are adjacent band images that are generally used in remote-sensing applications. They have numerous spatial and spectral information bands that are extremely useful for material detection in various fields. However, their hi...

  • Article
  • Open Access
15 Citations
4,234 Views
19 Pages

A Novel Workflow for Seasonal Wetland Identification Using Bi-Weekly Multiple Remote Sensing Data

  • Liwei Xing,
  • Zhenguo Niu,
  • Cuicui Jiao,
  • Jing Zhang,
  • Shuqing Han,
  • Guodong Cheng and
  • Jianzhai Wu

21 February 2022

Accurate wetland mapping is essential for their protection and management; however, it is difficult to accurately identify seasonal wetlands because of irregular rainfall and the potential lack of water inundation. In this study, we propose a novel m...

  • Article
  • Open Access
37 Citations
5,568 Views
18 Pages

AGNet: An Attention-Based Graph Network for Point Cloud Classification and Segmentation

  • Weipeng Jing,
  • Wenjun Zhang,
  • Linhui Li,
  • Donglin Di,
  • Guangsheng Chen and
  • Jian Wang

21 February 2022

Classification and segmentation of point clouds have attracted increasing attention in recent years. On the one hand, it is difficult to extract local features with geometric information. On the other hand, how to select more important features corre...

  • Technical Note
  • Open Access
5 Citations
2,942 Views
15 Pages

A High-Precision Motion Errors Compensation Method Based on Sub-Image Reconstruction for HRWS SAR Imaging

  • Liming Zhou,
  • Xiaoling Zhang,
  • Liming Pu,
  • Tianwen Zhang,
  • Jun Shi and
  • Shunjun Wei

21 February 2022

High-resolution wide-swath (HRWS) synthetic aperture radar (SAR) plays an important role in remote sensing observation. However, the motion errors caused by the carrier platform’s instability severely degrade the performance of the HRWS SAR ima...

  • Technical Note
  • Open Access
15 Citations
3,741 Views
11 Pages

Characterization of Tropical Cyclone Intensity Using the HY-2B Scatterometer Wind Data

  • Siqi Liu,
  • Wenming Lin,
  • Marcos Portabella and
  • Zhixiong Wang

21 February 2022

The estimation of tropical cyclone (TC) intensity using Ku-band scatterometer data is challenging due to rain perturbation and signal saturation in the radar backscatter measurements. In this paper, an alternative approach to directly taking the maxi...

  • Article
  • Open Access
68 Citations
12,351 Views
18 Pages

Global Mangrove Watch: Updated 2010 Mangrove Forest Extent (v2.5)

  • Pete Bunting,
  • Ake Rosenqvist,
  • Lammert Hilarides,
  • Richard M. Lucas and
  • Nathan Thomas

21 February 2022

This study presents an updated global mangrove forest baseline for 2010: Global Mangrove Watch (GMW) v2.5. The previous GMW maps (v2.0) of the mangrove extent are currently considered the most comprehensive available global products, however areas we...

  • Article
  • Open Access
29 Citations
6,373 Views
20 Pages

Decadal Lake Volume Changes (2003–2020) and Driving Forces at a Global Scale

  • Yuhao Feng,
  • Heng Zhang,
  • Shengli Tao,
  • Zurui Ao,
  • Chunqiao Song,
  • Jérôme Chave,
  • Thuy Le Toan,
  • Baolin Xue,
  • Jiangling Zhu and
  • Jingyun Fang
  • + 3 authors

21 February 2022

Lakes play a key role in the global water cycle, providing essential water resources and ecosystem services for humans and wildlife. Quantifying long-term changes in lake volume at a global scale is therefore important to the sustainability of humani...

  • Review
  • Open Access
131 Citations
16,366 Views
27 Pages

21 February 2022

Green space is increasingly recognized as an important component of the urban environment. Adequate management and planning of urban green space is crucial to maximize its benefits for urban inhabitants and for the urban ecosystem in general. Invento...

  • Article
  • Open Access
19 Citations
4,895 Views
20 Pages

In Situ Measuring Stem Diameters of Maize Crops with a High-Throughput Phenotyping Robot

  • Zhengqiang Fan,
  • Na Sun,
  • Quan Qiu,
  • Tao Li,
  • Qingchun Feng and
  • Chunjiang Zhao

21 February 2022

Robotic High-Throughput Phenotyping (HTP) technology has been a powerful tool for selecting high-quality crop varieties among large quantities of traits. Due to the advantages of multi-view observation and high accuracy, ground HTP robots have been w...

  • Article
  • Open Access
24 Citations
6,262 Views
20 Pages

Surface Characteristics, Elevation Change, and Velocity of High-Arctic Valley Glacier from Repeated High-Resolution UAV Photogrammetry

  • Kristaps Lamsters,
  • Jurijs Ješkins,
  • Ireneusz Sobota,
  • Jānis Karušs and
  • Pēteris Džeriņš

21 February 2022

Unmanned Aerial Vehicles (UAVs) are being increasingly used in glaciology demonstrating their potential for the generation of high-resolution digital elevation models (DEMs) that can be further used for the evaluation of glacial processes in detail....

  • Article
  • Open Access
3 Citations
3,966 Views
21 Pages

20 February 2022

The growing need for sustainable management approaches of crops and bare soils requires measurements at a multiple scale (space and time) field system level, which have become increasingly accurate. In this context, proximal and satellite remote sens...

  • Article
  • Open Access
10 Citations
3,958 Views
17 Pages

Robotic Mapping Approach under Illumination-Variant Environments at Planetary Construction Sites

  • Sungchul Hong,
  • Pranjay Shyam,
  • Antyanta Bangunharcana and
  • Hyuseoung Shin

20 February 2022

In planetary construction, the semiautonomous teleoperation of robots is expected to perform complex tasks for site preparation and infrastructure emplacement. A highly detailed 3D map is essential for construction planning and management. However, t...

  • Article
  • Open Access
89 Citations
6,732 Views
24 Pages

Efficient Identification and Monitoring of Landslides by Time-Series InSAR Combining Single- and Multi-Look Phases

  • Zijing Liu,
  • Haijun Qiu,
  • Yaru Zhu,
  • Ya Liu,
  • Dongdong Yang,
  • Shuyue Ma,
  • Juanjuan Zhang,
  • Yuyao Wang,
  • Luyao Wang and
  • Bingzhe Tang

20 February 2022

Identification and monitoring of unstable slopes across wide regions using Synthetic Aperture Radar Interferometry (InSAR) can further help to prevent and mitigate geological hazards. However, the low spatial density of measurement points (MPs) extra...

  • Article
  • Open Access
1 Citations
2,832 Views
18 Pages

20 February 2022

The GaoFen-7(GF-7) satellite is equipped with China’s first laser altimeter for Earth observation; it has the capability of full waveform recording, which can obtain global high-precision three-dimensional coordinates over a wide range. The las...

  • Article
  • Open Access
35 Citations
7,519 Views
15 Pages

Assessing the Wall-to-Wall Spatial and Qualitative Dynamics of the Brazilian Pasturelands 2010–2018, Based on the Analysis of the Landsat Data Archive

  • Claudinei Oliveira dos Santos,
  • Vinícius Vieira Mesquita,
  • Leandro Leal Parente,
  • Alexandre de Siqueira Pinto and
  • Laerte Guimaraes Ferreira

20 February 2022

Brazilian livestock is predominantly extensive, with approximately 90% of the production being sustained on pasture, which occupies around 20% of the territory. It is estimated that more than half of Brazilian pastures have some level of degradation....

  • Article
  • Open Access
46 Citations
7,804 Views
24 Pages

20 February 2022

The volumetric water content (VWC) of soil is a critical parameter in agriculture, as VWC strongly influences crop yield, provides nutrients to plants, and maintains the microbes that are needed for the biological health of the soil. Measuring VWC is...

  • Article
  • Open Access
5 Citations
4,844 Views
17 Pages

The River–Sea Interaction off the Amazon Estuary

  • Di Yu,
  • Shidong Liu,
  • Guangxue Li,
  • Yi Zhong,
  • Jun Liang,
  • Jinghao Shi,
  • Xue Liu and
  • Xiangdong Wang

20 February 2022

The Amazon River has the highest discharge in the world. Nevertheless, there is still a lack of the research on the interaction between river-diluted water and the ocean. This study used the remote sensing data (2008–2017) of the Moderate Resol...

  • Article
  • Open Access
9 Citations
3,919 Views
28 Pages

20 February 2022

Over the past few decades, the global population and the built environment’s vulnerability to natural hazards have risen dramatically. As a result, decisive actions, such as the SENDAI framework, have emerged to foster a global culture of successful...

  • Article
  • Open Access
14 Citations
4,343 Views
23 Pages

20 February 2022

Since hyperspectral satellite images (HSIs) usually hold low spatial resolution, improving the spatial resolution of hyperspectral imaging (HSI) is an effective solution to explore its potential for remote sensing applications, such as land cover map...

  • Article
  • Open Access
41 Citations
5,337 Views
30 Pages

Phenotypic Traits Estimation and Preliminary Yield Assessment in Different Phenophases of Wheat Breeding Experiment Based on UAV Multispectral Images

  • Dessislava Ganeva,
  • Eugenia Roumenina,
  • Petar Dimitrov,
  • Alexander Gikov,
  • Georgi Jelev,
  • Rangel Dragov,
  • Violeta Bozhanova and
  • Krasimira Taneva

20 February 2022

The utility of unmanned aerial vehicles (UAV) imagery in retrieving phenotypic data to support plant breeding research has been a topic of increasing interest in recent years. The advantages of image-based phenotyping are related to the high spatial...

  • Article
  • Open Access
212 Citations
14,235 Views
27 Pages

20 February 2022

Synthetic aperture radar (SAR) satellites can provide microwave remote sensing images without weather and light constraints, so they are widely applied in the maritime monitoring field. Current SAR ship detection methods based on deep learning (DL) a...

  • Article
  • Open Access
9 Citations
3,616 Views
19 Pages

19 February 2022

An earthquake of moderate magnitude (MW 6.1) occurred in Yangbi County, Dali, Yunnan Province, China, on 21 May 2021. Compared to strong earthquakes, the measurement of the deformation fields of moderate earthquakes is more susceptible to errors asso...

  • Article
  • Open Access
45 Citations
5,967 Views
21 Pages

19 February 2022

Landslide displacement prediction is crucial for the early warning of slope failure but remains a challenging task due to its spatiotemporal complexity. Although temporal dependency has been well studied and discussed, spatial dependence is relativel...

  • Article
  • Open Access
4 Citations
6,658 Views
13 Pages

19 February 2022

The Northern Bald Ibis (Geronticus eremita, NBI) is an endangered migratory species, which went extinct in Europe in the 17th century. Currently, a translocation project in the frame of the European LIFE program is carried out, to reintroduce a migra...

  • Article
  • Open Access
17 Citations
3,951 Views
18 Pages

19 February 2022

Biological invasion is a major contributor to local and global biodiversity loss, in particular in dune ecosystems. In this study we evaluated current and future cover expansion of the invasive plant species, Heterotheca subaxillaris, and Acacia sali...

  • Article
  • Open Access
16 Citations
4,312 Views
23 Pages

19 February 2022

Based on satellite surface salinity (SSS) observations from the SMOS, Aquarius and SMAP missions, we investigate the interannual SSS variability during the period from 2010 to 2020 in the Gulf of Guinea, impacted by the Congo River run-off. Combined...

  • Article
  • Open Access
50 Citations
6,162 Views
30 Pages

A Two-Stage Seismic Damage Assessment Method for Small, Dense, and Imbalanced Buildings in Remote Sensing Images

  • Yu Wang,
  • Liangyi Cui,
  • Chenzong Zhang,
  • Wenli Chen,
  • Yang Xu and
  • Qiangqiang Zhang

18 February 2022

Large-scale optical sensing and precise, rapid assessment of seismic building damage in urban communities are increasingly demanded in disaster prevention and reduction. The common method is to train a convolutional neural network (CNN) in a pixel-le...

  • Article
  • Open Access
15 Citations
4,626 Views
19 Pages

18 February 2022

As urbanized areas continue to expand rapidly across all continents, the United Nations adopted in 2015 the Sustainable Development Goal (SDG) 11, aimed at shaping a sustainable future for city dwellers. Earth Observation (EO) satellite data can prov...

  • Article
  • Open Access
27 Citations
7,573 Views
23 Pages

Time Series Analysis of Landsat Data for Investigating the Relationship between Land Surface Temperature and Forest Changes in Paphos Forest, Cyprus

  • Vassilis Andronis,
  • Vassilia Karathanassi,
  • Victoria Tsalapati,
  • Polychronis Kolokoussis,
  • Milto Miltiadou and
  • Chistos Danezis

18 February 2022

This study aims to investigate how alternations of the land surface temperature (LST) affects the normalized difference vegetation index (NDVI) in Paphos forest, Cyprus, using Landsat-5 and Landsat-8 imagery for the time periods 1993–2000 and 2...

  • Article
  • Open Access
21 Citations
6,493 Views
26 Pages

18 February 2022

The destruction of cultural heritage caused by dams represents a major issue especially in an age of climate change and narrowly focused development policies. To counteract this phenomenon, archaeologists and cultural heritage experts have relied upo...

  • Article
  • Open Access
14 Citations
3,777 Views
20 Pages

18 February 2022

Soil nitrogen (N) content plays a vital role in agriculture and biogeochemical processes, ranging from the N fertilization management for intensive agricultural production to the patterns of N cycling in agroecological systems. While proximal sensing...

  • Article
  • Open Access
40 Citations
5,564 Views
18 Pages

18 February 2022

Double cropping is an important cropping system in China, with more than half of China’s cropland adopting the practice. Under the background of global climate change, agricultural policies, and changing farming practices, double-cropping area...

  • Article
  • Open Access
1 Citations
2,254 Views
19 Pages

18 February 2022

Basin water supply, planning, and its allocation requires runoff measurements near an estuary mouth. However, insufficient financial budget results in no further runoff measurements at critical in situ stations. This has recently promoted the runoff...

  • Article
  • Open Access
64 Citations
10,882 Views
15 Pages

FIgLib & SmokeyNet: Dataset and Deep Learning Model for Real-Time Wildland Fire Smoke Detection

  • Anshuman Dewangan,
  • Yash Pande,
  • Hans-Werner Braun,
  • Frank Vernon,
  • Ismael Perez,
  • Ilkay Altintas,
  • Garrison W. Cottrell and
  • Mai H. Nguyen

18 February 2022

The size and frequency of wildland fires in the western United States have dramatically increased in recent years. On high-fire-risk days, a small fire ignition can rapidly grow and become out of control. Early detection of fire ignitions from initia...

  • Technical Note
  • Open Access
12 Citations
2,397 Views
14 Pages

18 February 2022

Passive radar based on the global navigation satellite positioning system (GNSS) has become the focus of attention in the field of radar. A parameter estimation method is proposed in the forward scatter radar (FSR) network based on GNSS to extend the...

  • Article
  • Open Access
3 Citations
2,533 Views
16 Pages

Assessing Storm Response of Multiple Intertidal Bars Using an Open-Source Automatic Processing Toolbox

  • Anne-Lise Montreuil,
  • Robrecht Moelans,
  • Rik Houthuys,
  • Patrick Bogaert and
  • Margaret Chen

18 February 2022

Intertidal bars are common features of sandy beaches in meso- and macro-tidal environments, yet their behaviour under storm impact and subsequent recovery remain poorly documented. Intensive surveys provide valuable information; however, it takes tim...

  • Technical Note
  • Open Access
6 Citations
2,507 Views
17 Pages

18 February 2022

Most lightning location networks obtain the position results by optimizing the goodness of fit to determine that all combinatorial time differences of arrivals (TDOAs) are due to a common discharge. This paper proposes a three-dimensional (3D) lightn...

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Remote Sens. - ISSN 2072-4292