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Remote Sensing, Volume 13, Issue 18

2021 September-2 - 243 articles

Cover Story: Remote sensing products are important for estimating landscape scale ecosystem services, such as carbon sequestration. Such efforts often use time series data of plant greenness, which can provide a proxy of plant biomass, coverage, and photosynthetic activity. However, this is difficult within tidal wetlands due to frequent flooding that leads to attenuations of the vegetation signal. This uncertainty contributes to gaps in upscaling and budgeting of these important “blue carbon” ecosystems and projecting their future. This study developed and investigated a strategy to model annual trajectories of a greenness indicator in a tidally affected estuarine setting by combining per-pixel historical multi-year phenological variability with relevant landscape properties, and current-year climatic characteristics from open access data. View this paper.
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Articles (243)

  • Review
  • Open Access
255 Citations
24,412 Views
21 Pages

Progress and Trends in the Application of Google Earth and Google Earth Engine

  • Qiang Zhao,
  • Le Yu,
  • Xuecao Li,
  • Dailiang Peng,
  • Yongguang Zhang and
  • Peng Gong

21 September 2021

Earth system science has changed rapidly due to global environmental changes and the advent of Earth observation technology. Therefore, new tools are required to monitor, measure, analyze, evaluate, and model Earth observation data. Google Earth (GE)...

  • Article
  • Open Access
6 Citations
3,768 Views
27 Pages

21 September 2021

The magnitude and frequency of storm events, relative sea-level rise (RSLR), sediment supply, and anthropogenic alterations drive the morphologic evolution of barrier island systems, although the relative importance of any one driver will vary with t...

  • Article
  • Open Access
25 Citations
6,170 Views
24 Pages

A Physics-Driven CNN Model for Real-Time Sea Waves 3D Reconstruction

  • Mara Pistellato,
  • Filippo Bergamasco,
  • Andrea Torsello,
  • Francesco Barbariol,
  • Jeseon Yoo,
  • Jin-Yong Jeong and
  • Alvise Benetazzo

21 September 2021

One of the most promising techniques for the analysis of Spatio-Temporal ocean wave fields is stereo vision. Indeed, the reconstruction accuracy and resolution typically outperform other approaches like radars, satellites, etc. However, it is computa...

  • Article
  • Open Access
6 Citations
5,333 Views
15 Pages

21 September 2021

Based on the satellite observed sea surface temperature (SST), the recovery of SST cooling induced by the tropical cyclones (TCs) over the northwestern Pacific Ocean is investigated. The results show that the passage of a TC induces a mean maximum co...

  • Article
  • Open Access
4 Citations
2,533 Views
20 Pages

21 September 2021

The previous multi-track InSAR (MTI) method can be used to retrieve mining-induced three-dimensional (3D) surface displacements with high spatial–temporal resolution by incorporating multi-track interferometric synthetic aperture radar (InSAR) observ...

  • Communication
  • Open Access
8 Citations
3,390 Views
13 Pages

21 September 2021

For regional environmental studies it is important to know the location of the fast ice edge which affects the coastal processes in the Arctic. The aim of this study is to develop a new automated method for fast ice delineation from SAR imagery. The...

  • Article
  • Open Access
11 Citations
4,021 Views
23 Pages

Reduction of Air Pollution in Poland in Spring 2020 during the Lockdown Caused by the COVID-19 Pandemic

  • Patryk Tadeusz Grzybowski,
  • Krzysztof Mirosław Markowicz and
  • Jan Paweł Musiał

21 September 2021

The COVID-19 pandemic has affected many aspects of human well-being including air quality. The present study aims at quantifying this effect by means of ground-level concentrations of NO2, PM2.5, as well as aerosol optical depth (AOD) measurements an...

  • Article
  • Open Access
48 Citations
10,723 Views
24 Pages

Remote Sensing of Turbidity in the Tennessee River Using Landsat 8 Satellite

  • A. K. M. Azad Hossain,
  • Caleb Mathias and
  • Richard Blanton

21 September 2021

The Tennessee River in the United States is one of the most ecologically distinct rivers in the world and serves as a great resource for local residents. However, it is also one of the most polluted rivers in the world, and a leading cause of this po...

  • Article
  • Open Access
8 Citations
4,982 Views
18 Pages

21 September 2021

The canopy is the direct receiver and receptor of external environmental variations, and affects the microclimate and energy exchange between the understory and external environment. After autumn leaf fall, the canopy structure of different forests s...

  • Article
  • Open Access
14 Citations
4,432 Views
17 Pages

21 September 2021

Alpine glaciers are strongly suffering the consequences of the temperature rising and monitoring them over long periods is of particular interest for climate change tracking. A wide range of techniques can be successfully applied to survey and monito...

  • Article
  • Open Access
15 Citations
3,771 Views
19 Pages

A Model for the Relationship between Rainfall, GNSS-Derived Integrated Water Vapour, and CAPE in the Eastern Central Andes

  • Maryam Ramezani Ziarani,
  • Bodo Bookhagen,
  • Torsten Schmidt,
  • Jens Wickert,
  • Alejandro de la Torre,
  • Zhiguo Deng and
  • Andrea Calori

21 September 2021

Atmospheric water vapour content is a key variable that controls the development of deep convective storms and rainfall extremes over the central Andes. Direct measurements of water vapour are challenging; however, recent developments in microwave pr...

  • Article
  • Open Access
23 Citations
5,067 Views
27 Pages

Optimizing the Sowing Date to Improve Water Management and Wheat Yield in a Large Irrigation Scheme, through a Remote Sensing and an Evolution Strategy-Based Approach

  • Salwa Belaqziz,
  • Saïd Khabba,
  • Mohamed Hakim Kharrou,
  • El Houssaine Bouras,
  • Salah Er-Raki and
  • Abdelghani Chehbouni

21 September 2021

This study aims to investigate the effects of an optimized sowing calendar for wheat over a surface irrigation scheme in the semi-arid region of Haouz (Morocco) on irrigation water requirements, crop growth and development and on yield. For that, a s...

  • Article
  • Open Access
13 Citations
3,885 Views
18 Pages

Temporal and Spatial Autocorrelation as Determinants of Regional AOD-PM2.5 Model Performance in the Middle East

  • Khang Chau,
  • Meredith Franklin,
  • Huikyo Lee,
  • Michael Garay and
  • Olga Kalashnikova

21 September 2021

Exposure to fine particulate matter (PM2.5) air pollution has been shown in numerous studies to be associated with detrimental health effects. However, the ability to conduct epidemiological assessments can be limited due to challenges in generating...

  • Article
  • Open Access
32 Citations
7,568 Views
21 Pages

21 September 2021

The monitoring of human activity and vital signs plays a significant role in remote health-care. Radar provides a non-contact monitoring approach without privacy and illumination concerns. However, multiple people in a narrow indoor environment bring...

  • Technical Note
  • Open Access
9 Citations
4,201 Views
14 Pages

20 September 2021

Clear-sky detection (CSD) is of critical importance in solar energy applications and surface radiative budget studies. Existing CSD methods are not sufficiently validated due to the lack of high-temporal resolution and long-term CSD ground observatio...

  • Article
  • Open Access
2 Citations
3,036 Views
25 Pages

Modeling the Near-Surface Energies and Water Vapor Fluxes Behavior in Response to Summer Canopy Density across Yanqi Endorheic Basin, Northwestern China

  • Patient Mindje Kayumba,
  • Gonghuan Fang,
  • Yaning Chen,
  • Richard Mind’je,
  • Yanan Hu,
  • Sikandar Ali and
  • Mapendo Mindje

20 September 2021

The Yanqi basin is the main irrigated and active agroecosystem in semi-arid Xinjiang, northwestern China, which further seeks responses to the profound local water-related drawbacks in relation to the unceasing landscape desiccation and scant precipi...

  • Article
  • Open Access
1 Citations
3,654 Views
24 Pages

Potential Impacts of Assimilating Every-10-Minute Himawari-8 Satellite Radiance with the POD-4DEnVar Method

  • Jingnan Wang,
  • Lifeng Zhang,
  • Jiping Guan,
  • Xiaodong Wang,
  • Mingyang Zhang and
  • Yuan Wang

20 September 2021

The Advanced Himawari Imager (AHI) onboard the Himawari-8 geostationary satellite provides continuous observations every 10 min. This study investigates the assimilation of every-10-min radiance from the AHI with the POD-4DEnVar method. Cloud detecti...

  • Article
  • Open Access
16 Citations
5,444 Views
21 Pages

Building Extraction from Airborne LiDAR Data Based on Multi-Constraints Graph Segmentation

  • Zhenyang Hui,
  • Zhuoxuan Li,
  • Penggen Cheng,
  • Yao Yevenyo Ziggah and
  • JunLin Fan

20 September 2021

Building extraction from airborne Light Detection and Ranging (LiDAR) point clouds is a significant step in the process of digital urban construction. Although the existing building extraction methods perform well in simple urban environments, when e...

  • Article
  • Open Access
9 Citations
3,551 Views
19 Pages

20 September 2021

Precise Point Positioning (PPP), as a global precise positioning technique, suffers from relatively long convergence times, hindering its ability to be the default precise positioning technique. Reducing the PPP convergence time is a must to reach gl...

  • Article
  • Open Access
14 Citations
4,692 Views
16 Pages

20 September 2021

In this work we demonstrate that restoration interventions in arid to semi-arid landscapes can be independently assessed by remote sensing methods throughout all phases. For early verification, we use Sentinel-1 radar imagery that is sensitive to cha...

  • Article
  • Open Access
2 Citations
2,938 Views
21 Pages

A High Latitude Model for the E Layer Dominated Ionosphere

  • Sumon Kamal,
  • Norbert Jakowski,
  • Mohammed Mainul Hoque and
  • Jens Wickert

20 September 2021

Under certain conditions, the ionization of the E layer can dominate over that of the F2 layer. This phenomenon is called the E layer dominated ionosphere (ELDI) and occurs mainly in the auroral regions. In the present work, we model the variation of...

  • Article
  • Open Access
8 Citations
5,164 Views
27 Pages

20 September 2021

Carolina Bays are oriented and sandy-rimmed depressions that are ubiquitous throughout the Atlantic Coastal Plain (ACP). Their origin has been a highly debated topic since the 1800s and remains unsolved. Past population estimates of Carolina Bays hav...

  • Article
  • Open Access
20 Citations
3,417 Views
17 Pages

20 September 2021

Frequency diverse array (FDA) radar has attracted much attention due to the angle and range dependence of the beam pattern. Multiple-input-multiple-output (MIMO) radar has high degrees of freedom (DOF) and spatial resolution. The FDA-MIMO radar, a hy...

  • Article
  • Open Access
17 Citations
4,969 Views
24 Pages

20 September 2021

Beijing-Tianjin-Hebei (BTH) has been suffering from severe groundwater storage (GWS) consumption and land subsidence (LS) for a long period. The overexploitation of groundwater brings about severe land subsidence, which affects the safety and develop...

  • Article
  • Open Access
23 Citations
4,223 Views
18 Pages

20 September 2021

Land cover classification from very high-resolution (VHR) remote sensing images is a challenging task due to the complexity of geography scenes and the varying shape and size of ground targets. It is difficult to utilize the spectral data directly, o...

  • Article
  • Open Access
4 Citations
2,857 Views
21 Pages

IFRAD: A Fast Feature Descriptor for Remote Sensing Images

  • Qinping Feng,
  • Shuping Tao,
  • Chunyu Liu,
  • Hongsong Qu and
  • Wei Xu

20 September 2021

Feature description is a necessary process for implementing feature-based remote sensing applications. Due to the limited resources in satellite platforms and the considerable amount of image data, feature description—which is a process before featur...

  • Article
  • Open Access
15 Citations
4,420 Views
32 Pages

20 September 2021

The active-channel planform adjustments that have occurred along the Centa, lower Arroscia and lower Neva rivers since 1930, along with the riverbed channelization processes and the land-use and land-cover changes in disconnected riverine areas, were...

  • Article
  • Open Access
162 Citations
23,477 Views
19 Pages

20 September 2021

It is of great significance to apply the object detection methods to automatically detect boulders from planetary images and analyze their distribution. This contributes to the selection of candidate landing sites and the understanding of the geologi...

  • Article
  • Open Access
21 Citations
6,144 Views
24 Pages

20 September 2021

Tropical forests are a key component of the global carbon cycle and climate change mitigation. Field- or LiDAR-based approaches enable reliable measurements of the structure and above-ground biomass (AGB) of tropical forests. Data derived from digita...

  • Article
  • Open Access
1 Citations
3,461 Views
17 Pages

19 September 2021

Glacier surge, which causes a quick movement of ice mass from high to low elevation, is closely associated to the glacial hazards of debris flows and glacial lake outburst floods. Over the West Kunlun Shan, surge events have been detected for some gl...

  • Article
  • Open Access
34 Citations
5,144 Views
14 Pages

19 September 2021

Timely and reliable maize yield prediction is essential for the agricultural supply chain and food security. Previous studies using either climate or satellite data or both to build empirical or statistical models have prevailed for decades. However,...

  • Article
  • Open Access
7 Citations
4,469 Views
19 Pages

19 September 2021

Despite high fragmentation and deforestation, little is known about wildlife species richness and occurrence probabilities in tropical dry forest (TDF) landscapes. To fill this gap in knowledge, we used a Sentinel-2-derived land-cover map, Normalized...

  • Article
  • Open Access
6 Citations
3,424 Views
15 Pages

Optimized Estimation of Leaf Mass per Area with a 3D Matrix of Vegetation Indices

  • Yuwen Chen,
  • Jia Sun,
  • Lunche Wang,
  • Shuo Shi,
  • Wei Gong,
  • Shaoqiang Wang and
  • Torbern Tagesson

19 September 2021

Leaf mass per area (LMA) is a key plant functional trait closely related to leaf biomass. Estimating LMA in fresh leaves remains challenging due to its masked absorption by leaf water in the short-wave infrared region of reflectance. Vegetation indic...

  • Article
  • Open Access
13 Citations
3,993 Views
29 Pages

19 September 2021

Radio occultation (RO) sensor measurements have critical roles in numerical weather prediction (NWP) by complementing microwave and infrared sounder measurements with information of the atmospheric profiles at high accuracy, precision, and vertical r...

  • Article
  • Open Access
10 Citations
3,320 Views
20 Pages

19 September 2021

Deep convolutional neural networks (DCNNs) have been used to achieve state-of-the-art performance on land cover classification thanks to their outstanding nonlinear feature extraction ability. DCNNs are usually designed as an encoder–decoder architec...

  • Technical Note
  • Open Access
1 Citations
3,210 Views
13 Pages

19 September 2021

The detection of global land change via satellite observation is a major challenge in improving the understanding of global environmental change. In this study, we develop a new vegetation index which can be used as a proxy for the fractions of tree...

  • Article
  • Open Access
43 Citations
7,658 Views
19 Pages

19 September 2021

The current glacial lake datasets in the High Mountain Asia (HMA) region still need to be improved because their boundary divisions in the land–water transition zone are not precisely delineate, and also some very small glacial lakes have been lost d...

  • Article
  • Open Access
7 Citations
3,731 Views
23 Pages

19 September 2021

Precise point positioning (PPP) with ambiguity resolution (AR) can improve positioning accuracy and reliability. The narrow-lane (NL) AR solution can reach centimeter-level accuracy but there is a certain initialization time. In contrast, extra-wide-...

  • Communication
  • Open Access
3 Citations
3,908 Views
14 Pages

Link Budget Analysis with Laser Energy for Time Transfer Using the Ajisai Satellite

  • Jong Uk Park,
  • Hyung-Chul Lim,
  • Ki-Pyoung Sung and
  • Mansoo Choi

18 September 2021

Two-way Laser Time Transfer (TLTT) using the Ajisai satellite has been considered as a more accurate and stable time transfer technique than existing methods; TLTT requires the kHz laser pulses to decrease the systematic restrictions for TLTT realiza...

  • Technical Note
  • Open Access
4 Citations
3,127 Views
17 Pages

18 September 2021

In situ sea surface temperatures (SST) are the key component of the calibration and validation (Cal/Val) of satellite SST retrievals and data assimilation (DA). The NOAA in situ SST Quality Monitor (iQuam) aims to collect, from various sources, all a...

  • Article
  • Open Access
10 Citations
7,363 Views
24 Pages

18 September 2021

Small island countries in the South Pacific are ecologically fragile areas, vulnerable to climate change, and the long-term ecological changes in the sea and land have an important impact on their sustainable development. This study takes Fiji, a typ...

  • Article
  • Open Access
43 Citations
7,828 Views
24 Pages

Identification of NO2 and SO2 Pollution Hotspots and Sources in Jiangsu Province of China

  • Yu Wang,
  • Md. Arfan Ali,
  • Muhammad Bilal,
  • Zhongfeng Qiu,
  • Alaa Mhawish,
  • Mansour Almazroui,
  • Shamsuddin Shahid,
  • M. Nazrul Islam,
  • Yuanzhi Zhang and
  • Md. Nazmul Haque

18 September 2021

Nitrogen dioxide (NO2) and sulfur dioxide (SO2) are important atmospheric trace gases for determining air quality, human health, climate change, and ecological conditions both regionally and globally. In this study, the Ozone Monitoring Instrument (O...

  • Article
  • Open Access
1 Citations
2,577 Views
20 Pages

18 September 2021

Entomological radar is an effective means of monitoring insect migration, and can realize long-distance and large-scale rapid monitoring. The stable tracking of individual insect targets is the basic premise underlying the identification of insect sp...

  • Article
  • Open Access
22 Citations
3,740 Views
20 Pages

18 September 2021

The knowledge of water surface changes provides invaluable information for water resources management and flood monitoring. However, the accurate identification of water bodies is a long-term challenge due to human activities and climate change. Sent...

  • Technical Note
  • Open Access
3 Citations
2,666 Views
14 Pages

Adaptive Network Detector for Radar Target in Changing Scenes

  • He Jing,
  • Yongqiang Cheng,
  • Hao Wu and
  • Hongqiang Wang

18 September 2021

Data-driven deep learning has been well applied in radar target detection. However, the performance of the detection network is severely degraded when the detection scene changes, since the trained network with the data from one scene is not suitable...

  • Article
  • Open Access
2 Citations
3,031 Views
16 Pages

Rosetta CONSERT Data as a Testbed for In Situ Navigation of Space Probes and Radiosciences in Orbit/Escort Phases for Small Bodies of the Solar System

  • Mao Ye,
  • Fei Li,
  • Jianguo Yan,
  • Alain Hérique,
  • Wlodek Kofman,
  • Yves Rogez,
  • Thomas P. Andert,
  • Xi Guo and
  • Jean-Pierre Barriot

18 September 2021

Many future space missions to asteroids and comets will implement autonomous or near-autonomous navigation, in order to save costly observation time from Earth tracking stations, improve the security of spacecraft and perform real-time operations. Ex...

  • Article
  • Open Access
101 Citations
8,124 Views
23 Pages

Drought Monitoring over Yellow River Basin from 2003–2019 Using Reconstructed MODIS Land Surface Temperature in Google Earth Engine

  • Xiaoyang Zhao,
  • Haoming Xia,
  • Li Pan,
  • Hongquan Song,
  • Wenhui Niu,
  • Ruimeng Wang,
  • Rumeng Li,
  • Xiqing Bian,
  • Yan Guo and
  • Yaochen Qin

18 September 2021

Drought is one of the most complex and least-understood environmental disasters that can trigger environmental, societal, and economic problems. To accurately assess the drought conditions in the Yellow River Basin, this study reconstructed the Land...

  • Article
  • Open Access
3 Citations
2,908 Views
19 Pages

Mid-Latitude Mesospheric Zonal Wave 1 and Wave 2 in Recent Boreal Winters

  • Yu Shi,
  • Oleksandr Evtushevsky,
  • Valerii Shulga,
  • Gennadi Milinevsky,
  • Andrew Klekociuk,
  • Yulia Andrienko and
  • Wei Han

18 September 2021

Planetary waves in the mesosphere are studied using observational data and models to establish their origin, as there are indications of their generation independently of waves in the stratosphere. The quantitative relationships between zonal wave 1...

  • Article
  • Open Access
75 Citations
11,641 Views
18 Pages

18 September 2021

Change Detection in heterogeneous remote sensing images plays an increasingly essential role in many real-world applications, e.g., urban growth tracking, land use monitoring, disaster evaluation and damage assessment. The objective of change detecti...

  • Technical Note
  • Open Access
9 Citations
3,232 Views
14 Pages

Retrieving High-Resolution Aerosol Optical Depth from GF-4 PMS Imagery in Eastern China

  • Zhendong Sun,
  • Jing Wei,
  • Ning Zhang,
  • Yulong He,
  • Yu Sun,
  • Xirong Liu,
  • Huiyong Yu and
  • Lin Sun

18 September 2021

Gaofen 4 (GF-4) is a geostationary satellite, with a panchromatic and multispectral sensor (PMS) onboard, and has great potential in observing atmospheric aerosols. In this study, we developed an aerosol optical depth (AOD) retrieval algorithm for th...

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Remote Sens. - ISSN 2072-4292