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Remote Sensing, Volume 10, Issue 8

2018 August - 156 articles

Cover Story: The quantification of land subsidence in transitional environments, including lagoons, deltas, estuaries, farmlands, and urban centers, is particularly challenging. The Venice coastland is among the most sensitive sites to land subsidence worldwide. Only a few millimeters of loss of elevation drastically raise the deterioration of this extraordinary environment and the concern for the historical heritage. Over the last decade, TerraSAR-X interferometry has been effectively used in Venice, leading to significant advancements in understanding the main drivers of land subsidence. The high resolution and regular acquisition of TerraSAR-X images has allowed accurate measurements to be obtained at the regional and local scale, on natural and artificial radar reflectors, splitting natural and anthropogenic processes. The important heterogeneity of the ground movements has been highlighted. View Paper here.
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Articles (156)

  • Article
  • Open Access
16 Citations
5,334 Views
11 Pages

Radiative Transfer Modeling of Phytoplankton Fluorescence Quenching Processes

  • Peng-Wang Zhai,
  • Emmanuel Boss,
  • Bryan Franz,
  • P. Jeremy Werdell and
  • Yongxiang Hu

20 August 2018

We report the first radiative transfer model that is able to simulate phytoplankton fluorescence with both photochemical and non-photochemical quenching included. The fluorescence source term in the inelastic radiative transfer equation is proportion...

  • Feature Paper
  • Article
  • Open Access
36 Citations
7,775 Views
15 Pages

Regional Patterns and Asynchronous Onset of Ice-Wedge Degradation since the Mid-20th Century in Arctic Alaska

  • Gerald V. Frost,
  • Tracy Christopherson,
  • M. Torre Jorgenson,
  • Anna K. Liljedahl,
  • Matthew J. Macander,
  • Donald A. Walker and
  • Aaron F. Wells

20 August 2018

Ice-wedge polygons are widespread and conspicuous surficial expressions of ground-ice in permafrost landscapes. Thawing of ice wedges triggers differential ground subsidence, local ponding, and persistent changes to vegetation and hydrologic connecti...

  • Article
  • Open Access
23 Citations
7,648 Views
10 Pages

20 August 2018

On 21 May 2016, an Mwp 6.1 earthquake occurred along the Petermann Ranges in Central Australia. Such a seismic event can be classified as a rare intraplate earthquake because the affected area presents low seismicity, being at the center of the Indo-...

  • Article
  • Open Access
10 Citations
5,370 Views
18 Pages

20 August 2018

Atmospheric effect represents one of the major error sources for interferometric synthetic aperture radar (InSAR), particularly for the repeat-pass InSAR data. In order to further improve the practicability of InSAR technology, it is essential to stu...

  • Article
  • Open Access
13 Citations
4,525 Views
23 Pages

A Variational Model for Sea Image Enhancement

  • Mingzhu Song,
  • Hongsong Qu,
  • Guixiang Zhang,
  • Shuping Tao and
  • Guang Jin

20 August 2018

The purpose of sea image enhancement is to enhance the information of the waves, whose contrast is generally weak. Enhancement effect is often affected by impulse-type noise and non-uniform illumination. In this paper, we propose a variational model...

  • Article
  • Open Access
37 Citations
9,167 Views
19 Pages

Use of SMOS L3 Soil Moisture Data: Validation and Drought Assessment for Pernambuco State, Northeast Brazil

  • Alzira G. S. S. Souza,
  • Alfredo Ribeiro Neto,
  • Luciana Rossato,
  • Regina C. S. Alvalá and
  • Laio L. Souza

20 August 2018

The goal of this study was to validate soil moisture data from Soil Moisture Ocean Salinity (SMOS) using two in situ databases for Pernambuco State, located in Northeast Brazil. The validation process involved two approaches, pixel-station comparison...

  • Article
  • Open Access
26 Citations
6,602 Views
17 Pages

Difference and Potential of the Upward and Downward Sun-Induced Chlorophyll Fluorescence on Detecting Leaf Nitrogen Concentration in Wheat

  • Min Jia,
  • Jie Zhu,
  • Chunchen Ma,
  • Luis Alonso,
  • Dong Li,
  • Tao Cheng,
  • Yongchao Tian,
  • Yan Zhu,
  • Xia Yao and
  • Weixing Cao

20 August 2018

Precise detection of leaf nitrogen concentration (LNC) is helpful for nutrient diagnosis and fertilization guidance in farm crops. Numerous researchers have estimated LNC with techniques based on reflectance spectra or active chlorophyll fluorescence...

  • Article
  • Open Access
93 Citations
7,850 Views
21 Pages

20 August 2018

The sparse rain gauge networks over the Tibetan Plateau (TP) cause challenges for hydrological studies and applications. Satellite-based precipitation datasets have the potential to overcome the issues of data scarcity caused by sparse rain gauges. H...

  • Article
  • Open Access
20 Citations
6,732 Views
14 Pages

Using Multi-Angle Imaging SpectroRadiometer Aerosol Mixture Properties for Air Quality Assessment in Mongolia

  • Meredith Franklin,
  • Khang Chau,
  • Olga V. Kalashnikova,
  • Michael J. Garay,
  • Temuulen Enebish and
  • Meytar Sorek-Hamer

20 August 2018

Ulaanbaatar (UB), the capital city of Mongolia, has extremely poor wintertime air quality with fine particulate matter concentrations frequently exceeding 500 μg/m3, over 20 times the daily maximum guideline set by the World Health Organization. I...

  • Article
  • Open Access
59 Citations
12,740 Views
21 Pages

20 August 2018

This study proposes a workflow that enables the accurate identification of earthquake-induced damage zones by using coherence image pairs of the Sentinel-1 satellite before and after an earthquake event. The workflow uses interferometric synthetic ap...

  • Article
  • Open Access
20 Citations
9,680 Views
24 Pages

20 August 2018

Sago palm (Metroxylon sagu) is a palm tree species originating in Indonesia. In the future, this starch-producing tree will play an important role in food security and biodiversity. Local governments have begun to emphasize the sustainable developmen...

  • Article
  • Open Access
20 Citations
6,235 Views
22 Pages

20 August 2018

Point clouds with ever-increasing volume are regular data in 3D city modelling, in which building reconstruction is a significant part. The photogrammetric point cloud, generated from UAS (Unmanned Aerial System) imagery, is a novel type of data in b...

  • Article
  • Open Access
36 Citations
6,126 Views
12 Pages

Fundamental Climate Data Records of Microwave Brightness Temperatures

  • Wesley Berg,
  • Rachael Kroodsma,
  • Christian D. Kummerow and
  • Darren S. McKague

19 August 2018

An intercalibrated Fundamental Climate Data Record (FCDR) of brightness temperatures (Tb) has been developed using data from a total of 14 research and operational conical-scanning microwave imagers. This dataset provides a consistent 30+ year data r...

  • Article
  • Open Access
18 Citations
5,765 Views
21 Pages

19 August 2018

Most supervised classification methods for polarimetric synthetic aperture radar (PolSAR) data rely on abundant labeled samples, and cannot tackle the problem that categorizes or infers unseen land cover classes without training samples. Aiming to ca...

  • Article
  • Open Access
59 Citations
5,494 Views
18 Pages

19 August 2018

Whenever vegetated areas are monitored over time, phenological changes in land cover should be decoupled from changes in acquisition conditions, like atmospheric components, Sun and satellite heights and imaging instrument. This especially holds when...

  • Article
  • Open Access
48 Citations
8,686 Views
21 Pages

Assessment of the SMAP-Derived Soil Water Deficit Index (SWDI-SMAP) as an Agricultural Drought Index in China

  • Jueying Bai,
  • Qian Cui,
  • Deqing Chen,
  • Haiwei Yu,
  • Xudong Mao,
  • Lingkui Meng and
  • Yang Cai

18 August 2018

China is frequently subjected to local and regional drought disasters, and thus, drought monitoring is vital. Drought assessments based on available surface soil moisture (SM) can account for soil water deficit directly. Microwave remote sensing tech...

  • Article
  • Open Access
27 Citations
6,863 Views
14 Pages

18 August 2018

Remote sensing of radiative indices must balance spatially and temporally coarse satellite measurements with finer-scale, but geographically limited, in-situ surface measurements. Instruments mounted upon an Unmanned Aerial Vehicle (UAV) can provide...

  • Article
  • Open Access
44 Citations
9,598 Views
25 Pages

18 August 2018

In earthquake-prone areas, identifying patterns of ground deformation is important before they become latent risk factors. As one of the severely damaged areas due to the 2011 Tohoku earthquake in Japan, Urayasu City in Chiba Prefecture has been suff...

  • Article
  • Open Access
24 Citations
6,793 Views
31 Pages

Landscape Change Detected over a Half Century in the Arctic National Wildlife Refuge Using High-Resolution Aerial Imagery

  • Janet C. Jorgenson,
  • M. Torre Jorgenson,
  • Megan L. Boldenow and
  • Kathleen M. Orndahl

18 August 2018

Rapid warming has occurred over the past 50 years in Arctic Alaska, where temperature strongly affects ecological patterns and processes. To document landscape change over a half century in the Arctic National Wildlife Refuge, Alaska, we visually int...

  • Article
  • Open Access
48 Citations
8,387 Views
22 Pages

Extraction of Sample Plot Parameters from 3D Point Cloud Reconstruction Based on Combined RTK and CCD Continuous Photography

  • Jincheng Liu,
  • Zhongke Feng,
  • Liyan Yang,
  • Abdul Mannan,
  • Tauheed Ullah Khan,
  • Ziyu Zhao and
  • Zhuxin Cheng

17 August 2018

Enriching forest resource inventory is important to ensure the sustainable management of forest ecosystems. Obtaining forest inventory data from the field has always been difficult, laborious, time consuming, and expensive. Advances in integrating ph...

  • Article
  • Open Access
47 Citations
10,850 Views
27 Pages

17 August 2018

The introduction of high-resolution Sentinels combined with the use of high-quality digital agricultural parcel registration systems is driving the move towards at-parcel agricultural monitoring. The European Union’s Common Agricultural Policy (CAP)...

  • Article
  • Open Access
19 Citations
4,562 Views
19 Pages

16 August 2018

The neighborhood-based method was proposed and widely used in the change detection of synthetic aperture radar (SAR) images because the neighborhood information of SAR images is effective to reduce the negative effect of speckle noise. Nevertheless,...

  • Article
  • Open Access
38 Citations
8,677 Views
17 Pages

16 August 2018

Unmanned aerial vehicles (UAVs) are rapidly growing remote sensing platforms for capturing high-resolution images of exposed rock surfaces. We used a DJI Phantom 3 Professional (P3P) quadcopter to capture aerial images that were used to generate a hi...

  • Article
  • Open Access
16 Citations
4,942 Views
40 Pages

Comparison of Seven Inversion Models for Estimating Plant and Woody Area Indices of Leaf-on and Leaf-off Forest Canopy Using Explicit 3D Forest Scenes

  • Jie Zou,
  • Yinguo Zhuang,
  • Francesco Chianucci,
  • Chunna Mai,
  • Weimu Lin,
  • Peng Leng,
  • Shezhou Luo and
  • Bojie Yan

16 August 2018

Optical methods require model inversion to infer plant area index (PAI) and woody area index (WAI) of leaf-on and leaf-off forest canopy from gap fraction or radiation attenuation measurements. Several inversion models have been developed previously,...

  • Article
  • Open Access
20 Citations
8,967 Views
18 Pages

16 August 2018

Multi-camera systems are widely used in the fields of airborne remote sensing and unmanned aerial vehicle imaging. The measurement precision of these systems depends on the accuracy of the extrinsic parameters. Therefore, it is important to accuratel...

  • Article
  • Open Access
41 Citations
9,068 Views
20 Pages

15 August 2018

The road networks provide key information for a broad range of applications such as urban planning, urban management, and navigation. The fast-developing technology of remote sensing that acquires high-resolution observational data of the land surfac...

  • Article
  • Open Access
116 Citations
13,754 Views
23 Pages

Detection of Temporary Flooded Vegetation Using Sentinel-1 Time Series Data

  • Viktoriya Tsyganskaya,
  • Sandro Martinis,
  • Philip Marzahn and
  • Ralf Ludwig

15 August 2018

The C-band Sentinel-1 satellite constellation enables the continuous monitoring of the Earth’s surface within short revisit times. Thus, it provides Synthetic Aperture Radar (SAR) time series data that can be used to detect changes over time re...

  • Article
  • Open Access
93 Citations
9,424 Views
18 Pages

Synergetic Use of Sentinel-1 and Sentinel-2 Data for Soil Moisture Mapping at Plot Scale

  • Reza Attarzadeh,
  • Jalal Amini,
  • Claudia Notarnicola and
  • Felix Greifeneder

15 August 2018

This paper presents an approach for retrieval of soil moisture content (SMC) by coupling single polarization C-band synthetic aperture radar (SAR) and optical data at the plot scale in vegetated areas. The study was carried out at five different site...

  • Article
  • Open Access
39 Citations
9,051 Views
22 Pages

Building Detection from VHR Remote Sensing Imagery Based on the Morphological Building Index

  • Yongfa You,
  • Siyuan Wang,
  • Yuanxu Ma,
  • Guangsheng Chen,
  • Bin Wang,
  • Ming Shen and
  • Weihua Liu

15 August 2018

Automatic detection of buildings from very high resolution (VHR) satellite images is a current research hotspot in remote sensing and computer vision. However, many irrelevant objects with similar spectral characteristics to buildings will cause a la...

  • Article
  • Open Access
16 Citations
5,675 Views
14 Pages

Improvement in Surface Solar Irradiance Estimation Using HRV/MSG Data

  • Filomena Romano,
  • Domenico Cimini,
  • Angela Cersosimo,
  • Francesco Di Paola,
  • Donatello Gallucci,
  • Sabrina Gentile,
  • Edoardo Geraldi,
  • Salvatore Larosa,
  • Saverio T. Nilo and
  • Mariassunta Viggiano
  • + 2 authors

15 August 2018

The Advanced Model for the Estimation of Surface Solar Irradiance (AMESIS) was developed at the Institute of Methodologies for Environmental Analysis of the National Research Council of Italy (IMAA-CNR) to derive surface solar irradiance from SEVIRI...

  • Article
  • Open Access
34 Citations
7,264 Views
30 Pages

15 August 2018

High spatial resolution (HSR) image segmentation is considered to be a major challenge for object-oriented remote sensing applications that have been extensively studied in the past. In this paper, we propose a fast and efficient framework for multis...

  • Technical Note
  • Open Access
64 Citations
8,643 Views
9 Pages

Distributed Fiber Optic Sensors for the Monitoring of a Tunnel Crossing a Landslide

  • Aldo Minardo,
  • Ester Catalano,
  • Agnese Coscetta,
  • Giovanni Zeni,
  • Lei Zhang,
  • Caterina Di Maio,
  • Roberto Vassallo,
  • Roberto Coviello,
  • Giuseppe Macchia and
  • Luigi Zeni
  • + 1 author

15 August 2018

This work reports on the application of a distributed fiber-optic strain sensor for long-term monitoring of a railway tunnel affected by an active earthflow. The sensor has been applied to detect the strain distribution along an optical fiber attache...

  • Article
  • Open Access
47 Citations
10,192 Views
22 Pages

Sentinel-2 Image Fusion Using a Deep Residual Network

  • Frosti Palsson,
  • Johannes R. Sveinsson and
  • Magnus O. Ulfarsson

15 August 2018

Single sensor fusion is the fusion of two or more spectrally disjoint reflectance bands that have different spatial resolution and have been acquired by the same sensor. An example is Sentinel-2, a constellation of two satellites, which can acquire m...

  • Article
  • Open Access
7 Citations
4,441 Views
10 Pages

15 August 2018

Internal dynamical processes play a critical role in hurricane intensity variability. However, our understanding of internal storm processes is less well established, partly because of fewer observations. In this study, we present an analysis of the...

  • Article
  • Open Access
80 Citations
10,951 Views
32 Pages

Using Near-Infrared-Enabled Digital Repeat Photography to Track Structural and Physiological Phenology in Mediterranean Tree–Grass Ecosystems

  • Yunpeng Luo,
  • Tarek S. El-Madany,
  • Gianluca Filippa,
  • Xuanlong Ma,
  • Bernhard Ahrens,
  • Arnaud Carrara,
  • Rosario Gonzalez-Cascon,
  • Edoardo Cremonese,
  • Marta Galvagno and
  • Mirco Migliavacca
  • + 8 authors

15 August 2018

Tree–grass ecosystems are widely distributed. However, their phenology has not yet been fully characterized. The technique of repeated digital photographs for plant phenology monitoring (hereafter referred as PhenoCam) provide opportunities for...

  • Feature Paper
  • Article
  • Open Access
6 Citations
4,880 Views
33 Pages

15 August 2018

In this paper, we propose a range slope estimation procedure from single synthetic aperture radar (SAR) images with both methodological and applicative innovations. The retrieval algorithm is based on an analytical linearized direct model, which rela...

  • Article
  • Open Access
19 Citations
6,620 Views
19 Pages

Potential of Multi-Temporal ALOS-2 PALSAR-2 ScanSAR Data for Vegetation Height Estimation in Tropical Forests of Mexico

  • Mikhail Urbazaev,
  • Felix Cremer,
  • Mirco Migliavacca,
  • Markus Reichstein,
  • Christiane Schmullius and
  • Christian Thiel

14 August 2018

Information on the spatial distribution of forest structure parameters (e.g., aboveground biomass, vegetation height) are crucial for assessing terrestrial carbon stocks and emissions. In this study, we sought to assess the potential and merit of mul...

  • Article
  • Open Access
44 Citations
6,708 Views
21 Pages

SLALOM: An All-Surface Snow Water Path Retrieval Algorithm for the GPM Microwave Imager

  • Jean-François Rysman,
  • Giulia Panegrossi,
  • Paolo Sanò,
  • Anna Cinzia Marra,
  • Stefano Dietrich,
  • Lisa Milani and
  • Mark S. Kulie

14 August 2018

This paper describes a new algorithm that is able to detect snowfall and retrieve the associated snow water path (SWP), for any surface type, using the Global Precipitation Measurement (GPM) Microwave Imager (GMI). The algorithm is tuned and evaluate...

  • Article
  • Open Access
57 Citations
9,772 Views
16 Pages

A New Method for Mapping Aquatic Vegetation Especially Underwater Vegetation in Lake Ulansuhai Using GF-1 Satellite Data

  • Qi Chen,
  • Ruihong Yu,
  • Yanling Hao,
  • Linhui Wu,
  • Wenxing Zhang,
  • Qi Zhang and
  • Xunan Bu

14 August 2018

It is difficult to accurately identify and extract bodies of water and underwater vegetation from satellite images using conventional vegetation indices, as the strong absorption of water weakens the spectral feature of high near-infrared (NIR) refle...

  • Article
  • Open Access
46 Citations
10,279 Views
27 Pages

14 August 2018

The Yukon-Kuskokwim Delta (YKD) is the largest delta in western North America and its productive coastal ecosystems support globally significant populations of breeding birds and a large indigenous population. To quantify past landscape changes as a...

  • Article
  • Open Access
39 Citations
7,889 Views
30 Pages

Reconstruction of Three-Dimensional (3D) Indoor Interiors with Multiple Stories via Comprehensive Segmentation

  • Lin Li,
  • Fei Su,
  • Fan Yang,
  • Haihong Zhu,
  • Dalin Li,
  • Xinkai Zuo,
  • Feng Li,
  • Yu Liu and
  • Shen Ying

14 August 2018

The fast and stable reconstruction of building interiors from scanned point clouds has recently attracted considerable research interest. However, reconstructing long corridors and connected areas across multiple floors has emerged as a substantial c...

  • Article
  • Open Access
43 Citations
6,603 Views
21 Pages

Crop Classification in a Heterogeneous Arable Landscape Using Uncalibrated UAV Data

  • Jonas E. Böhler,
  • Michael E. Schaepman and
  • Mathias Kneubühler

14 August 2018

Land cover maps are indispensable for decision making, monitoring, and management in agricultural areas, but they are often only available after harvesting. To obtain a timely crop map of a small-scale arable landscape in the Swiss Plateau, we acquir...

  • Review
  • Open Access
54 Citations
14,806 Views
20 Pages

Flood Prevention and Emergency Response System Powered by Google Earth Engine

  • Cheng-Chien Liu,
  • Ming-Chang Shieh,
  • Ming-Syun Ke and
  • Kung-Hwa Wang

14 August 2018

This paper reviews the efforts made and experiences gained in developing the Flood Prevention and Emergency Response System (FPERS) powered by Google Earth Engine, focusing on its applications at the three stages of floods. At the post-flood stage, F...

  • Article
  • Open Access
60 Citations
8,914 Views
19 Pages

13 August 2018

The emergence of the Sentinel-1A and 1B satellites now offers freely available and widely accessible Synthetic Aperture Radar (SAR) data. Near-global coverage and rapid repeat time (6–12 days) gives Sentinel-1 data the potential to be widely us...

  • Article
  • Open Access
60 Citations
13,273 Views
22 Pages

Colour Classification of 1486 Lakes across a Wide Range of Optical Water Types

  • Moritz K. Lehmann,
  • Uyen Nguyen,
  • Mathew Allan and
  • Hendrik Jan Van der Woerd

13 August 2018

Remote sensing by satellite-borne sensors presents a significant opportunity to enhance the spatio-temporal coverage of environmental monitoring programmes for lakes, but the estimation of classic water quality attributes from inland water bodies has...

  • Article
  • Open Access
9 Citations
5,698 Views
16 Pages

13 August 2018

Recently, web application services based on cloud computing technologies are being offered. In the web-based application field of geo-spatial data management or processing, data processing services are produced or operated using various information c...

  • Article
  • Open Access
17 Citations
5,268 Views
18 Pages

13 August 2018

With the increasing requirement for resolution, the negligence of topography variations causes serious phase errors, which leads to the degradation of the focusing quality of the synthetic aperture (SAR) imagery, and geometric distortion. Hence, a pr...

  • Article
  • Open Access
25 Citations
7,974 Views
15 Pages

SnowCloudHydro—A New Framework for Forecasting Streamflow in Snowy, Data-Scarce Regions

  • Eric A. Sproles,
  • Ryan L. Crumley,
  • Anne W. Nolin,
  • Eugene Mar and
  • Juan Ignacio Lopez Moreno

13 August 2018

We tested the efficacy and skill of SnowCloud, a prototype web-based, cloud-computing framework for snow mapping and hydrologic modeling. SnowCloud is the overarching framework that functions within the Google Earth Engine cloud-computing environment...

  • Article
  • Open Access
10 Citations
6,549 Views
18 Pages

Panoramic Image and Three-Axis Laser Scanner Integrated Approach for Indoor 3D Mapping

  • Pengcheng Zhao,
  • Qingwu Hu,
  • Shaohua Wang,
  • Mingyao Ai and
  • Qingzhou Mao

12 August 2018

High-precision indoor three-dimensional maps are a prerequisite for building information models, indoor location-based services, etc., but the indoor mapping solution is still in the stage of technological experiment and application scenario developm...

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Remote Sens. - ISSN 2072-4292