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Remote Sensing, Volume 14, Issue 10

2022 May-2 - 221 articles

Cover Story: The application of machine learning methods for the spatial prediction of soil properties has a long tradition. The prediction quality is affected by factors such as the spatial and temporal representativeness of the samples or the scale-specific explanatory power of the variables used. In this study, the explanatory power of novel multitemporal soil reflectance composites (SRCs) for the prediction of (top)soil organic carbon content (SOC) is analyzed using a Bavarian study area as an example and compared with the explanatory power of established multihierarchical terrain attributes. Accordingly, parameters based on SRCs are characterized by a higher explanatory power at fine scales compared to terrain attributes. The study results suggest that digital soil modeling (DSM) workflows should include scale-related optimizations. View this paper
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Articles (221)

  • Article
  • Open Access
6 Citations
3,360 Views
19 Pages

A Registration Method for Dual-Frequency, High-Spatial-Resolution SAR Images

  • Junnan Huang,
  • Daoxiang An,
  • Yuxiao Luo,
  • Jingwei Chen,
  • Zhimin Zhou,
  • Leping Chen and
  • Dong Feng

23 May 2022

With the continuous development of synthetic-aperture-radar (SAR) technology, SAR-image data are becoming increasingly abundant. For the same scene, dual-frequency (high-frequency and low-frequency) SAR images can present different details and featur...

  • Article
  • Open Access
34 Citations
6,179 Views
18 Pages

Digital Mapping of Soil Organic Carbon with Machine Learning in Dryland of Northeast and North Plain China

  • Xianglin Zhang,
  • Jie Xue,
  • Songchao Chen,
  • Nan Wang,
  • Zhou Shi,
  • Yuanfang Huang and
  • Zhiqing Zhuo

23 May 2022

Due to the importance of soil organic carbon (SOC) in supporting ecosystem services, accurate SOC assessment is vital for scientific research and decision making. However, most previous studies focused on single soil depth, leading to a poor understa...

  • Article
  • Open Access
11 Citations
3,030 Views
16 Pages

23 May 2022

Airborne magnetic and gradient measurements are commonly used geophysical remote sensing tools to obtain the distribution features of ore mineral bodies. It is known that ore mineral bodies generally contain remanent magnetization, and magnetization...

  • Article
  • Open Access
30 Citations
4,960 Views
19 Pages

23 May 2022

Atmospheric water vapor is one of the important parameters for weather and climate studies. Generally, atmospheric water vapor can be monitored by some techniques, such as the Global Navigation Satellite System (GNSS), radiosonde (RS), remote sensing...

  • Technical Note
  • Open Access
7 Citations
3,280 Views
15 Pages

Research on Detection Technology of Spoofing under the Mixed Narrowband and Spoofing Interference

  • Long Huang,
  • Zukun Lu,
  • Chao Ren,
  • Zhe Liu,
  • Zhibin Xiao,
  • Jie Song and
  • Baiyu Li

23 May 2022

The global navigation satellite system has achieved great success in the civil and military fields and is an important resource for space-time information services. However, spoof interference has always been one of the main threats to the applicatio...

  • Article
  • Open Access
5 Citations
5,132 Views
25 Pages

23 May 2022

Understanding the relationship between leaf phenology and physiological properties has important implications for improving ecosystem models of biogeochemical cycling. However, previous studies have investigated such relationships only at the ecosyst...

  • Article
  • Open Access
5 Citations
4,802 Views
24 Pages

23 May 2022

The Sentinel-2 constellation has been providing high spatial, spectral and temporal resolution optical imagery of the continental surfaces since 2015. The spatial and temporal resolution improvements that Sentinel-2 brings with respect to previous sy...

  • Article
  • Open Access
17 Citations
8,549 Views
21 Pages

Retrieving Mediterranean Sea Surface Salinity Distribution and Interannual Trends from Multi-Sensor Satellite and In Situ Data

  • Michela Sammartino,
  • Salvatore Aronica,
  • Rosalia Santoleri and
  • Bruno Buongiorno Nardelli

23 May 2022

Sea surface salinity (SSS) is one of the Essential Climate Variables (ECVs), defined by the Global Climate Observing System (GCOS). Salinity is modified by river discharge, land run-off, precipitation, and evaporation, and it is advected by oceanic c...

  • Article
  • Open Access
33 Citations
7,921 Views
17 Pages

Soil Salinity Variations and Associated Implications for Agriculture and Land Resources Development Using Remote Sensing Datasets in Central Asia

  • Simon Measho,
  • Fadong Li,
  • Petri Pellikka,
  • Chao Tian,
  • Hubert Hirwa,
  • Ning Xu,
  • Yunfeng Qiao,
  • Sayidjakhon Khasanov,
  • Rashid Kulmatov and
  • Gang Chen

23 May 2022

Global agricultural lands are becoming saline because of human activities that have affected crop production and food security worldwide. In this study, the spatiotemporal variability of soil electrical conductivity (EC) in Central Asia was evaluated...

  • Article
  • Open Access
14 Citations
5,651 Views
16 Pages

Oil-Contaminated Soil Modeling and Remediation Monitoring in Arid Areas Using Remote Sensing

  • Gordana Kaplan,
  • Hakan Oktay Aydinli,
  • Andrea Pietrelli,
  • Fabien Mieyeville and
  • Vincenzo Ferrara

23 May 2022

Oil contamination is a major source of pollution in the environment. It may take decades for oil-contaminated soils to be remedied. This study models oil-contaminated soils using one of the world’s greatest environmental disasters, the onshore oil sp...

  • Article
  • Open Access
26 Citations
3,715 Views
18 Pages

Construction of an Ecological Security Pattern in an Urban–Lake Symbiosis Area: A Case Study of Hefei Metropolitan Area

  • Xin Fan,
  • Yuejing Rong,
  • Chongxin Tian,
  • Shengya Ou,
  • Jiangfeng Li,
  • Hong Shi,
  • Yi Qin,
  • Jiawen He and
  • Chunbo Huang

23 May 2022

In the context of rapid urbanization, building an ecological security pattern that takes into account both ecological protection and economic growth is of great significance for guiding high-quality regional development. Taking the Hefei metropolitan...

  • Article
  • Open Access
12 Citations
3,279 Views
14 Pages

Alpine Grassland Reviving Response to Seasonal Snow Cover on the Tibetan Plateau

  • Ying Ma,
  • Xiaodong Huang,
  • Qisheng Feng and
  • Tiangang Liang

23 May 2022

Season snow cover plays an important role in vegetation growth in alpine regions. In this study, we analyzed the spatial and temporal variations in seasonal snow cover and the start of the growing season (SOS) of alpine grasslands and preliminarily s...

  • Article
  • Open Access
10 Citations
3,545 Views
17 Pages

Spatiotemporal Dynamics of Terrestrial Vegetation and Its Driver Analysis over Southwest China from 1982 to 2015

  • Chunhui Duan,
  • Jinghao Li,
  • Yanan Chen,
  • Zhi Ding,
  • Mingguo Ma,
  • Jing Xie,
  • Li Yao and
  • Xuguang Tang

23 May 2022

Global environmental changes have been dramatic recently, exerting substantial effects on the structures and functions of terrestrial ecosystems, especially for the ecologically-fragile karst regions. Southwest China is one of the largest karst conti...

  • Article
  • Open Access
9 Citations
3,853 Views
24 Pages

Green Area Index and Soil Moisture Retrieval in Maize Fields Using Multi-Polarized C- and L-Band SAR Data and the Water Cloud Model

  • Jean Bouchat,
  • Emma Tronquo,
  • Anne Orban,
  • Xavier Neyt,
  • Niko E. C. Verhoest and
  • Pierre Defourny

23 May 2022

The green area index (GAI) and the soil moisture under the canopy are two key variables for agricultural monitoring. The current most accurate GAI estimation methods exploit optical data and are rendered ineffective in the case of frequent cloud cove...

  • Article
  • Open Access
3 Citations
2,915 Views
33 Pages

23 May 2022

Simultaneous observation of aerosols, water vapor, and clouds is conducive to the analysis of their interactions, and the consistency of observation equipment, instrument performance, and observation time is crucial. Molecular oxygen A-band (758&ndas...

  • Article
  • Open Access
77 Citations
5,368 Views
18 Pages

23 May 2022

Models for bathymetry retrieval from multispectral images have not considered the errors caused by tidal fluctuation. A rigorous bathymetric model that considers the variation in tide height time series, including the tide height calculation and inst...

  • Article
  • Open Access
5 Citations
5,068 Views
20 Pages

23 May 2022

Large-scale infrastructure, such as China–Europe Railway Express (CER-Express), which connects countries and regions across Asia and Europe, has a potentially profound effect on land use, as evidenced by changes in land cover along the railway....

  • Article
  • Open Access
6 Citations
3,221 Views
21 Pages

23 May 2022

Remote sensing is the primary way to extract the impervious surface areas (ISAs). However, the obstruction of vegetation is a long-standing challenge that prevents the accurate extraction of urban ISAs. Currently, there are no general and systematic...

  • Article
  • Open Access
6 Citations
2,492 Views
15 Pages

QuikSCAT Climatological Data Record: Land Contamination Flagging and Correction

  • Alexander G. Fore,
  • Bryan W. Stiles,
  • Paul Ted Strub and
  • Richard D. West

23 May 2022

We develop, utilize, and validate techniques to produce a global data set of accurate coastal ocean surface vector winds. The dataset extends as near to the coast as 5 km and includes 10 years of SeaWinds on QuikSCAT ocean scatterometer data obtained...

  • Article
  • Open Access
8 Citations
3,140 Views
21 Pages

Incorporating a Hyperspectral Direct-Diffuse Pyranometer in an Above-Water Reflectance Algorithm

  • Thomas M. Jordan,
  • Stefan G. H. Simis,
  • Philipp M. M. Grötsch and
  • John Wood

23 May 2022

In situ hyperspectral remote-sensing reflectance (Rrs(λ)) is used to derive water quality products and perform autonomous monitoring of aquatic ecosystems. Conventionally, above-water Rrs(λ) is estimated from three spectroradiometers wh...

  • Article
  • Open Access
4,134 Views
14 Pages

Robust Extraction of Soil Characteristics Using Landsat 8 OLI/TIRS

  • Thanh-Van Hoang,
  • Tien-Yin Chou,
  • Yao-Min Fang,
  • Chun-Tse Wang,
  • Ching-Yun Mu,
  • Nguyen Quang Tuan,
  • Do Thi Viet Huong,
  • Ha Van Hanh and
  • Doan Ngoc Nguyen Phong

23 May 2022

This research utilized various methods for extracting soil characteristics from Landsat 8 OLI/TIRS imagery in the Thua Thien Hue province, Vietnam. In this study, the Object-Based Oriented Classification (OBOC) method was used to extract information...

  • Article
  • Open Access
8 Citations
3,847 Views
21 Pages

23 May 2022

Runoff estimations play an important role in water resource planning and management. Many accomplishments have been made in runoff estimations based on data recorded at meteorological stations; however, the advantages of the use of remotely sensed da...

  • Article
  • Open Access
14 Citations
4,211 Views
17 Pages

UAV-Based Multitemporal Remote Sensing Surveys of Volcano Unstable Flanks: A Case Study from Stromboli

  • Teresa Gracchi,
  • Carlo Tacconi Stefanelli,
  • Guglielmo Rossi,
  • Federico Di Traglia,
  • Teresa Nolesini,
  • Luca Tanteri and
  • Nicola Casagli

23 May 2022

UAV-based photogrammetry is becoming increasingly popular even in application fields that, until recently, were deemed unsuitable for this technique. Depending on the characteristics of the investigated scenario, the generation of three-dimensional (...

  • Review
  • Open Access
14 Citations
6,630 Views
26 Pages

The Development of Frequency Multipliers for Terahertz Remote Sensing System

  • Yong Zhang,
  • Chengkai Wu,
  • Xiaoyu Liu,
  • Li Wang,
  • Chunyue Dai,
  • Jianhang Cui,
  • Yukun Li and
  • Nicholas Kinar

23 May 2022

This paper summarizes the development of novel Schottky-diode-based terahertz frequency multipliers. The basic structure and manufacturing process of planar Schottky barrier diodes (SBDs) are reviewed, along with other diode structures that have been...

  • Article
  • Open Access
13 Citations
3,245 Views
17 Pages

Divergent Climate Sensitivities of the Alpine Grasslands to Early Growing Season Precipitation on the Tibetan Plateau

  • Zhipeng Wang,
  • Xianzhou Zhang,
  • Ben Niu,
  • Yunpu Zheng,
  • Yongtao He,
  • Yanan Cao,
  • Yunfei Feng and
  • Jianshuang Wu

22 May 2022

Warming is expected to intensify hydrological processes and reshape precipitation regimes, which is closely related to water availability for terrestrial ecosystems. Effects of the inter-annual precipitation changes on plant growth are widely concern...

  • Article
  • Open Access
17 Citations
4,037 Views
20 Pages

22 May 2022

Vegetation in the terrestrial ecosystem, sensitive to climate change and human activities, exerts a crucial influence on the carbon cycles in land, ocean, and atmosphere. Discrimination between climate and human-induced vegetation dynamics is advocat...

  • Article
  • Open Access
11 Citations
3,305 Views
17 Pages

22 May 2022

Remote sensing image (RSI) scene classification aims to identify the semantic categories of remote sensing images based on their contents. Owing to the strong learning capability of deep convolutional neural networks (CNNs), RSI scene classification...

  • Article
  • Open Access
22 Citations
5,382 Views
25 Pages

Evapotranspiration Seasonality over Tropical Ecosystems in Mato Grosso, Brazil

  • Marcelo Sacardi Biudes,
  • Hatim M. E. Geli,
  • George Louis Vourlitis,
  • Nadja Gomes Machado,
  • Vagner Marques Pavão,
  • Luiz Octávio Fabrício dos Santos and
  • Carlos Alexandre Santos Querino

22 May 2022

Brazilian tropical ecosystems in the state of Mato Grosso have experienced significant land use and cover changes during the past few decades due to deforestation and wildfire. These changes can directly affect the mass and energy exchange near the s...

  • Article
  • Open Access
7 Citations
3,531 Views
17 Pages

22 May 2022

High-resolution gridded 2 m air temperature datasets are important input data for global and regional climate change studies, agrohydrologic model simulations and numerical weather predictions, etc. In this study, the digital elevation model (DEM) is...

  • Article
  • Open Access
40 Citations
7,521 Views
25 Pages

Flash Flood Risk Assessment and Mitigation in Digital-Era Governance Using Unmanned Aerial Vehicle and GIS Spatial Analyses Case Study: Small River Basins

  • Ștefan Bilașco,
  • Gheorghe-Gavrilă Hognogi,
  • Sanda Roșca,
  • Ana-Maria Pop,
  • Vescan Iuliu,
  • Ioan Fodorean,
  • Alexandra-Camelia Marian-Potra and
  • Paul Sestras

22 May 2022

Watercourses act like a magnet for human communities and were always a deciding factor when choosing settlements. The reverse of these services is a potential hazard in the form of flash flooding, for which human society has various management strate...

  • Article
  • Open Access
6 Citations
3,263 Views
17 Pages

Tsinghua Scientific Satellite Precise Orbit Determination Using Onboard GNSS Observations with Antenna Center Modeling

  • Kai Shao,
  • Chunbo Wei,
  • Defeng Gu,
  • Zhaokui Wang,
  • Kai Wang,
  • Yingkai Cai and
  • Dachen Peng

21 May 2022

The Tsinghua scientific satellite is a Chinese spherical micro satellite for Earth gravity and atmospheric scientific measurements. The accurate orbits of this satellite are the prerequisites to satisfy the mission objectives. A commercial off-the-sh...

  • Communication
  • Open Access
21 Citations
3,555 Views
17 Pages

21 May 2022

With the continuous development of urbanization, the urban heat island (UHI) phenomenon is becoming increasingly prominent. Especially with the development of various large urban agglomerations and the shrinking distance between cities, the regional...

  • Article
  • Open Access
9 Citations
3,329 Views
17 Pages

Validating Precise Orbit Determination from Satellite-Borne GPS Data of Haiyang-2D

  • Jinyun Guo,
  • Guangzhe Wang,
  • Hengyang Guo,
  • Mingsen Lin,
  • Hailong Peng,
  • Xiaotao Chang and
  • Yingming Jiang

21 May 2022

Haiyang-2D (HY-2D) is the fourth satellite in the marine dynamic satellite series established by China. It was successfully launched on 19 May 2021, marking the era of the 3-satellite network in the marine dynamic environment satellite series of Chin...

  • Article
  • Open Access
18 Citations
9,037 Views
24 Pages

21 May 2022

Vietnam’s 3260 km coastline is densely populated, experiences rapid urban and economic growth, and faces at the same time a high risk of coastal hazards. Satellite archives provide a free and powerful opportunity for long-term area-wide monitor...

  • Review
  • Open Access
51 Citations
9,793 Views
39 Pages

21 May 2022

Inland surface water is often the most accessible freshwater source. As opposed to groundwater, surface water is replenished in a comparatively quick cycle, which makes this vital resource—if not overexploited—sustainable. From a global p...

  • Article
  • Open Access
6 Citations
3,163 Views
20 Pages

Dynamics of the Evaporation of Intercepted Precipitation during the Last Two Decades over China

  • Lingyun Yan,
  • Jilong Chen,
  • Lei He,
  • Yongyue Ji,
  • Qingqing Tang,
  • Yuanchao Fan and
  • Daming Tan

21 May 2022

The evaporation of intercepted precipitation (Ei) is an important component of evapotranspiration. Investigating the spatial and temporal variations of Ei and its driving factors can improve our understanding of water and energy balance in the contex...

  • Article
  • Open Access
2 Citations
3,694 Views
34 Pages

20 May 2022

Floods threaten the sustainable development of areas with a high probability of hazard. A typical analytic hierarchy process (pixel-based AHP) based flood hazard estimation method may ignore the similar threat caused by neighborhood cells at the sub-...

  • Article
  • Open Access
16 Citations
3,421 Views
22 Pages

Remote Sensing and Field Survey Data Integration to Investigate on the Evolution of the Coastal Area: The Case Study of Bagnara Calabra (Southern Italy)

  • Ines Alberico,
  • Daniele Casalbore,
  • Nicola Pelosi,
  • Renato Tonielli,
  • Claudia Calidonna,
  • Rocco Dominici and
  • Rosanna De Rosa

20 May 2022

Coastal areas worldwide are the result of a weak balance between man and the natural environment. They are exposed to strong anthropogenic pressure and natural hazard events whose intensity has increased in recent decades. In this frame, the satellit...

  • Article
  • Open Access
3 Citations
3,390 Views
16 Pages

20 May 2022

Coastal wetlands are affected by both natural processes and human activities. In the present study, the impacts of natural processes on wetland area variations along the Jiangsu coast in the East China Sea were investigated using a long-term high-res...

  • Article
  • Open Access
28 Citations
6,465 Views
19 Pages

Maize Yield Estimation in Intercropped Smallholder Fields Using Satellite Data in Southern Malawi

  • Chengxiu Li,
  • Ellasy Gulule Chimimba,
  • Oscar Kambombe,
  • Luke A. Brown,
  • Tendai Polite Chibarabada,
  • Yang Lu,
  • Daniela Anghileri,
  • Cosmo Ngongondo,
  • Justin Sheffield and
  • Jadunandan Dash

20 May 2022

Satellite data provide high potential for estimating crop yield, which is crucial to understanding determinants of yield gaps and therefore improving food production, particularly in sub-Saharan Africa (SSA) regions. However, accurate assessment of c...

  • Communication
  • Open Access
55 Citations
6,102 Views
14 Pages

Hyperspectral Data Compression Using Fully Convolutional Autoencoder

  • Riccardo La Grassa,
  • Cristina Re,
  • Gabriele Cremonese and
  • Ignazio Gallo

20 May 2022

In space science and satellite imagery, better resolution of the data information obtained makes images clearer and interpretation more accurate. However, the huge data volume gained by the complex on-board satellite instruments becomes a problem tha...

  • Article
  • Open Access
18 Citations
5,622 Views
30 Pages

20 May 2022

As powerful economic and cultural centers, fortified sites played an important role in early medieval society. In Central Europe, early medieval fortified site research has been an essential topic for several generations. However, gradual changes in...

  • Communication
  • Open Access
19 Citations
4,763 Views
10 Pages

Volcanic Eruption of Cumbre Vieja, La Palma, Spain: A First Insight to the Particulate Matter Injected in the Troposphere

  • Michaël Sicard,
  • Carmen Córdoba-Jabonero,
  • Africa Barreto,
  • Ellsworth J. Welton,
  • Cristina Gil-Díaz,
  • Clara V. Carvajal-Pérez,
  • Adolfo Comerón,
  • Omaira García,
  • Rosa García and
  • Carlos Torres
  • + 6 authors

20 May 2022

The volcanic eruption of Cumbre Vieja (La Palma Island, Spain), started on 19 September 2021 and was declared terminated on 25 December 2021. A complete set of aerosol measurements were deployed around the volcano within the first month of the erupti...

  • Article
  • Open Access
27 Citations
3,716 Views
23 Pages

20 May 2022

Chinese olive trees (Canarium album L.) are broad-leaved species that are widely planted in China. Accurately obtaining tree crown information provides important data for evaluating Chinese olive tree growth status, water and fertilizer management, a...

  • Review
  • Open Access
17 Citations
4,994 Views
23 Pages

20 May 2022

To investigate relevant processes as well as to predict the possible impact of soil erosion, many soil erosion modelling tools have been developed. The most productive development of process-based models took place at the end of the 20th century. Sin...

  • Article
  • Open Access
19 Citations
4,090 Views
19 Pages

20 May 2022

Forest fires are among the biggest threats to forest ecosystems and forest resources, and can lead to ecological disasters and social crises. Therefore, it is imperative to detect and extinguish forest fires in time to reduce their negative impacts....

  • Article
  • Open Access
9 Citations
3,346 Views
20 Pages

Precipitation-Use Efficiency and Its Conversion with Climate Types in Mainland China

  • Suping Wang,
  • Qiang Zhang,
  • Ping Yue,
  • Jianshun Wang,
  • Jinhu Yang,
  • Wei Wang,
  • Hongli Zhang and
  • Xueyuan Ren

20 May 2022

The impacts of climate change on ecosystem productivity and water resources over a long term in China are not well quantified. Precipitation-use efficiency (PUE) is a key parameter that describes carbon and water exchange in terrestrial ecosystems. R...

  • Review
  • Open Access
9 Citations
6,706 Views
28 Pages

20 May 2022

Algal blooms in the marginal productive seas of the Indian Ocean are projected to become more prevalent over the coming decades. They reach from lower latitudes up to the coast of the northern Indian Ocean and the populated areas along the Arabian Gu...

  • Article
  • Open Access
5 Citations
3,508 Views
20 Pages

20 May 2022

The characterization of prehistoric human behavior in terms of habitation practices using GIS cartography methods is an important aspect of any modern geoarchaeological approach. Furthermore, using unmanned aerial vehicle (UAV) surveys to identify ar...

  • Article
  • Open Access
6 Citations
3,883 Views
20 Pages

Towards Automated Detection and Localization of Red Deer Cervus elaphus Using Passive Acoustic Sensors during the Rut

  • Egils Avots,
  • Alekss Vecvanags,
  • Jevgenijs Filipovs,
  • Agris Brauns,
  • Gundars Skudrins,
  • Gundega Done,
  • Janis Ozolins,
  • Gholamreza Anbarjafari and
  • Dainis Jakovels

20 May 2022

Passive acoustic sensors have the potential to become a valuable complementary component in red deer Cervus elaphus monitoring providing deeper insight into the behavior of stags during the rutting period. Automation of data acquisition and processin...

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Remote Sens. - ISSN 2072-4292