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Remote Sensing, Volume 11, Issue 3

2019 February-1 - 158 articles

Cover Story: The Stepped Frequency Microwave Radiometer (SFMR) is an important scientific instrument for assessing the intensity of tropical cyclones. NOAA and U.S. Air Force Reserve airplanes are deployed with SFMRs into tropical cyclones in the Atlantic and Eastern Pacific basins and report ocean-surface wind-speed and column-integrated rain-rate retrievals from the instrument to the National Hurricane Center. SFMR measurements are some of the only high-wind measurements available to the research community for validation of other sensors, so ensuring their high quality is of significant importance for the scientific community and emergency management officials. This paper presents the development of an improved wind-speed retrieval algorithm in the tropical cyclone environment while minimizing changes to rain-rate retrievals. View this paper.
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Articles (158)

  • Article
  • Open Access
122 Citations
14,421 Views
27 Pages

An Application Oriented Scan-to-BIM Framework

  • Qian Wang,
  • Jingjing Guo and
  • Min-Koo Kim

12 February 2019

Building information modelling (BIM) has been adopted in the construction industry. The success of BIM implementation relies on the accurate building information stored in BIM models. However, building information in BIM models can be inaccurate, out...

  • Article
  • Open Access
61 Citations
7,184 Views
17 Pages

Soil Moisture Retrieval Model for Remote Sensing Using Reflected Hyperspectral Information

  • Jing Yuan,
  • Xin Wang,
  • Chang-xiang Yan,
  • Shu-rong Wang,
  • Xue-ping Ju and
  • Yi Li

12 February 2019

The variation and the spatial–temporal distribution of soil water content have significant effects on heat balance, agricultural moisture, etc. A soil moisture (SM) retrieval model can provide a theoretical basis for realizing a rapid test and...

  • Article
  • Open Access
40 Citations
11,395 Views
17 Pages

Mapping the Mangrove Forest Canopy Using Spectral Unmixing of Very High Spatial Resolution Satellite Images

  • Florent Taureau,
  • Marc Robin,
  • Christophe Proisy,
  • François Fromard,
  • Daniel Imbert and
  • Françoise Debaine

12 February 2019

Despite the low tree diversity and scarcity of the understory vegetation, the high morphological plasticity of mangrove trees induces, at the stand level, a very large variability of forest structures that need to be mapped for assessing the function...

  • Article
  • Open Access
17 Citations
6,956 Views
21 Pages

Use of SMAP Soil Moisture and Fitting Methods in Improving GPM Estimation in Near Real Time

  • Zhi Zhang,
  • Dagang Wang,
  • Guiling Wang,
  • Jianxiu Qiu and
  • Weilin Liao

12 February 2019

Satellite-based precipitation products have been widely used in a variety of fields. However, near real time products still contain substantial biases compared with the ground data. Recent studies showed that surface soil moisture can be utilized in...

  • Article
  • Open Access
21 Citations
6,142 Views
13 Pages

Long-Term Satellite Monitoring of the Slumgullion Landslide Using Space-Borne Synthetic Aperture Radar Sub-Pixel Offset Tracking

  • Donato Amitrano,
  • Raffaella Guida,
  • Domenico Dell’Aglio,
  • Gerardo Di Martino,
  • Diego Di Martire,
  • Antonio Iodice,
  • Mario Costantini,
  • Fabio Malvarosa and
  • Federico Minati

12 February 2019

Kinematic characterization of a landslide at large, small, and detailed scale is today still rare and challenging, especially for long periods, due to the difficulty in implementing demanding ground surveys with adequate spatiotemporal coverage. In t...

  • Feature Paper
  • Article
  • Open Access
35 Citations
6,356 Views
16 Pages

12 February 2019

High-resolution mapping of irrigated fields is needed to better estimate water and nutrient fluxes in the landscape, food production, and local to regional climate. However, this remains a challenge in humid to subhumid regions, where irrigation has...

  • Article
  • Open Access
46 Citations
9,065 Views
16 Pages

11 February 2019

Integration of methods based on satellite remote sensing into current maritime monitoring strategies could help tackle the problem of global overfishing. Operational software is now available to perform vessel detection on satellite imagery, but rese...

  • Article
  • Open Access
37 Citations
6,475 Views
16 Pages

11 February 2019

Solar-induced chlorophyll fluorescence (SIF) has been proven to be an efficient indicator of vegetation photosynthesis. To investigate the relationship between SIF and Gross Primary Productivity (GPP), tower-based continuous spectral observations coo...

  • Article
  • Open Access
28 Citations
7,350 Views
15 Pages

Improving Ecotope Segmentation by Combining Topographic and Spectral Data

  • Julien Radoux,
  • Axel Bourdouxhe,
  • William Coos,
  • Marc Dufrêne and
  • Pierre Defourny

11 February 2019

Ecotopes are the smallest ecologically distinct landscape features in a landscape mapping and classification system. Mapping ecotopes therefore enables the measurement of ecological patterns, process and change. In this study, a multi-source GEOBIA w...

  • Article
  • Open Access
23 Citations
4,727 Views
19 Pages

New Approaches for Robust and Efficient Detection of Persistent Scatterers in SAR Tomography

  • Xiaoxiang Zhu,
  • Zhen Dong,
  • Anxi Yu,
  • Manqing Wu,
  • Dexin Li and
  • Yongsheng Zhang

11 February 2019

Persistent scatterer interferometry (PSI) has the ability to acquire submeter-scale digital elevation model (DEM) and millimeter-scale deformation. A limitation to the application of PSI is that only single persistent scatterers (SPSs) are detected,...

  • Article
  • Open Access
84 Citations
15,781 Views
17 Pages

Assessment of Coastal Aquaculture for India from Sentinel-1 SAR Time Series

  • Kumar Arun Prasad,
  • Marco Ottinger,
  • Chunzhu Wei and
  • Patrick Leinenkugel

11 February 2019

Aquaculture is one of the fastest growing primary food production sectors in India and ranks second behind China. Due to its growing economic value and global demand, India’s aquaculture industry experienced exponential growth for more than one...

  • Article
  • Open Access
32 Citations
6,275 Views
28 Pages

11 February 2019

Ecological restoration programs are expected to control environmental deterioration and enhance ecosystem functions under a scenario of increasing human disturbance. The largest ecological restoration program ever implemented in China, the first roun...

  • Article
  • Open Access
69 Citations
7,572 Views
17 Pages

11 February 2019

The drawback of pixel-based change detection is that it neglects the spatial correlation with neighboring pixels and has a high commission ratio. In contrast, object-based change detection (OBCD) depends on the accuracy of the segmentation scale, whi...

  • Article
  • Open Access
45 Citations
6,403 Views
22 Pages

Temporal Variability of Precipitation and Biomass of Alpine Grasslands on the Northern Tibetan Plateau

  • Meng Li,
  • Jianshuang Wu,
  • Chunqiao Song,
  • Yongtao He,
  • Ben Niu,
  • Gang Fu,
  • Paolo Tarolli,
  • Britta Tietjen and
  • Xianzhou Zhang

11 February 2019

The timing regimes of precipitation can exert profound impacts on grassland ecosystems. However, it is still unclear how the peak aboveground biomass (AGBpeak) of alpine grasslands responds to the temporal variability of growing season precipitation...

  • Article
  • Open Access
41 Citations
7,501 Views
18 Pages

Effects of Growth Stage Development on Paddy Rice Leaf Area Index Prediction Models

  • Li Wang,
  • Qingrui Chang,
  • Fenling Li,
  • Lin Yan,
  • Yong Huang,
  • Qi Wang and
  • Lili Luo

11 February 2019

A in situ hyperspectral dataset containing multiple growth stages over multiple growing seasons was used to build paddy rice leaf area index (LAI) estimation models with a special focus on the effects of paddy rice growth stage development. The univa...

  • Article
  • Open Access
69 Citations
10,812 Views
22 Pages

11 February 2019

Agricultural drought can have long-lasting and harmful impacts on both the ecosystem and economy. Therefore, it is important to monitor and predict agricultural drought accurately. Soil moisture is the key variable to define the agricultural drought...

  • Article
  • Open Access
18 Citations
5,182 Views
28 Pages

11 February 2019

In this work, the statistical fundaments of the recently proposed enhanced, multi-temporal interferometric synthetic aperture radar (InSAR) noise-filtering (E-MTInSAR) technique is addressed. The adopted noise-filtering algorithm is incorporated into...

  • Editorial
  • Open Access
6 Citations
4,685 Views
3 Pages

Ten Years of TerraSAR-X—Scientific Results

  • Michael Eineder,
  • Alberto Moreira and
  • Achim Roth

11 February 2019

This special issue is a collection of papers addressing the scientific utilization of data acquired in the course of the TerraSAR-X mission. The articles deal with the mission itself, the accuracy of the products, with differential interferometry, an...

  • Article
  • Open Access
140 Citations
23,258 Views
24 Pages

Separating Built-Up Areas from Bare Land in Mediterranean Cities Using Sentinel-2A Imagery

  • Paria Ettehadi Osgouei,
  • Sinasi Kaya,
  • Elif Sertel and
  • Ugur Alganci

10 February 2019

In this research work, a multi-index-based support vector machine (SVM) classification approach has been proposed to determine the complex and morphologically heterogeneous land cover/use (LCU) patterns of cities, with a special focus on separating b...

  • Article
  • Open Access
19 Citations
5,559 Views
18 Pages

10 February 2019

The spaceborne transmitter/missile-borne receiver (ST/MR) synthetic aperture radar (SAR) could provide several unique advantages, such as wide coverage, unrestricted geography, a small detection probability of the missile, and forward-looking imaging...

  • Article
  • Open Access
47 Citations
5,586 Views
21 Pages

Performance of Multi-GNSS Precise Point Positioning Time and Frequency Transfer with Clock Modeling

  • Yulong Ge,
  • Peipei Dai,
  • Weijin Qin,
  • Xuhai Yang,
  • Feng Zhou,
  • Shengli Wang and
  • Xingwang Zhao

10 February 2019

Thanks to the international GNSS service (IGS), which has provided multi-GNSS precise products, multi-GNSS precise point positioning (PPP) time and frequency transfer has of great interest in the timing community. Currently, multi-GNSS PPP time trans...

  • Article
  • Open Access
36 Citations
13,024 Views
30 Pages

10 February 2019

Regions of temperate oceanic climate have historically represented a challenge for the application of satellite-based multi-temporal SAR interferometry. The landscapes of such regions are commonly characterized by extensive, seasonally-variable veget...

  • Letter
  • Open Access
41 Citations
4,335 Views
12 Pages

10 February 2019

A hyperspectral image (HSI) has many bands, which leads to high correlation between adjacent bands, so it is necessary to find representative subsets before further analysis. To address this issue, band selection is considered as an effective approac...

  • Article
  • Open Access
18 Citations
4,959 Views
17 Pages

An Improved Approach for Soil Moisture Estimation in Gully Fields of the Loess Plateau Using Sentinel-1A Radar Images

  • Shanchuan Guo,
  • Xuyu Bai,
  • Yu Chen,
  • Shaoliang Zhang,
  • Huping Hou,
  • Qianlin Zhu and
  • Peijun Du

10 February 2019

As an essential ecological parameter, soil moisture is important for understanding the water exchange between the land surface and the atmosphere, especially in the Loess Plateau (China). Although Synthetic Aperture Radar (SAR) images can be used for...

  • Article
  • Open Access
9 Citations
8,468 Views
19 Pages

10 February 2019

High-resolution maps of redwood distributions could enable strategic land management to satisfy diverse conservation goals, but the currently-available maps of redwood distributions are low in spatial resolution and biotic detail. Classification of a...

  • Article
  • Open Access
6 Citations
4,727 Views
25 Pages

10 February 2019

To better classify remotely sensed hyperspectral imagery, we study hyperspectral signatures from a different view, in which the discriminatory information is divided as reflectance features and absorption features, respectively. Based on this categor...

  • Article
  • Open Access
7 Citations
5,168 Views
19 Pages

Content-Sensitive Multilevel Point Cluster Construction for ALS Point Cloud Classification

  • Zongxia Xu,
  • Zhenxin Zhang,
  • Ruofei Zhong,
  • Dong Chen,
  • Taochun Sun,
  • Xin Deng,
  • Zhen Li and
  • Cheng-Zhi Qin

9 February 2019

Airborne laser scanning (ALS) point cloud classification is a challenge due to factors including complex scene structure, various densities, surface morphology, and the number of ground objects. A point cloud classification method is presented in thi...

  • Article
  • Open Access
42 Citations
6,892 Views
21 Pages

9 February 2019

Areal changes of high-altitude inland lakes on the Qaidam Basin (QB) of the Tibetan Plateau are reliable indicators of climate change and anthropogenic disturbance. Due to the physical difficulties to access, our knowledge of the spatial patterns and...

  • Technical Note
  • Open Access
53 Citations
9,151 Views
12 Pages

9 February 2019

The leaf inclination angle is a fundamental variable for determining the plant profile. In this study, the leaf inclination angle was estimated automatically from voxel-based three-dimensional (3D) images obtained from lidar (light detection and rang...

  • Article
  • Open Access
21 Citations
5,132 Views
23 Pages

8 February 2019

The intensity data recorded by a terrestrial laser scanner (TLS) contain spectral characteristics of a scanned target and are mainly influenced by incidence angle and distance. In this study, an improved implementable method is proposed to empiricall...

  • Article
  • Open Access
134 Citations
21,303 Views
20 Pages

Dramatic Loss of Agricultural Land Due to Urban Expansion Threatens Food Security in the Nile Delta, Egypt

  • Taher M. Radwan,
  • G. Alan Blackburn,
  • J. Duncan Whyatt and
  • Peter M. Atkinson

8 February 2019

Egypt has one of the largest and fastest growing populations in the world. However, nearly 96% of the total land area is uninhabited desert and 96% of the population is concentrated around the River Nile valley and the Delta. This unbalanced distribu...

  • Article
  • Open Access
26 Citations
11,857 Views
23 Pages

Drought and Human Impacts on Land Use and Land Cover Change in a Vietnamese Coastal Area

  • Hoa Thi Tran,
  • James B. Campbell,
  • Randolph H. Wynne,
  • Yang Shao and
  • Son Viet Phan

8 February 2019

Drought is a dry-weather event characterized by a deficit of water resources in a period of year due to less rainfall than normal or overexploitation. This insidious hazard tends to occur frequently and more intensively in sub-humid regions resulting...

  • Article
  • Open Access
49 Citations
12,478 Views
26 Pages

Classification of Crops, Pastures, and Tree Plantations along the Season with Multi-Sensor Image Time Series in a Subtropical Agricultural Region

  • Cecília Lira Melo de Oliveira Santos,
  • Rubens Augusto Camargo Lamparelli,
  • Gleyce Kelly Dantas Araújo Figueiredo,
  • Stéphane Dupuy,
  • Julie Boury,
  • Ana Cláudia dos Santos Luciano,
  • Ricardo da Silva Torres and
  • Guerric le Maire

8 February 2019

Timely and efficient land-cover mapping is of high interest, especially in agricultural landscapes. Classification based on satellite images over the season, while important for cropland monitoring, remains challenging in subtropical agricultural are...

  • Article
  • Open Access
39 Citations
7,457 Views
19 Pages

Soil Moisture Variability in India: Relationship of Land Surface–Atmosphere Fields Using Maximum Covariance Analysis

  • Kishore Pangaluru,
  • Isabella Velicogna,
  • Geruo A,
  • Yara Mohajerani,
  • Enrico Ciracì,
  • Sravani Charakola,
  • Ghouse Basha and
  • S. Vijaya Bhaskara Rao

8 February 2019

This study investigates the spatial and temporal variability of the soil moisture in India using Advanced Microwave Scanning Radiometer-Earth Observing System (AMSR-E) gridded datasets from June 2002 to April 2017. Significant relationships between s...

  • Article
  • Open Access
47 Citations
4,722 Views
21 Pages

An Effective Similar-Pixel Reconstruction of the High-Frequency Cloud-Covered Areas of Southwest China

  • Wenping Yu,
  • Junlei Tan,
  • Mingguo Ma,
  • Xiaolu Li,
  • Xiaojun She and
  • Zengjing Song

8 February 2019

With advantages of multispatial resolutions, a high retrieval accuracy, and a high temporal resolution, the satellite-derived land surface temperature (LST) products are very important LST sources. However, the greatest barrier to their wide applicat...

  • Article
  • Open Access
24 Citations
5,258 Views
24 Pages

8 February 2019

A new morphological attribute building index (MABI) and shadow index (MASI) are proposed here for automatically extracting building features from very high-resolution (VHR) remote sensing satellite images. By investigating the associated attributes i...

  • Article
  • Open Access
44 Citations
7,313 Views
22 Pages

8 February 2019

Scientifically robust yet economical and efficient methods are required to gather information about larger areas of uneven-aged forest resources, particularly at the landscape level, to reduce deforestation and forest degradation and to support the s...

  • Article
  • Open Access
82 Citations
9,871 Views
17 Pages

8 February 2019

Object detection has attracted increasing attention in the field of remote sensing image analysis. Complex backgrounds, vertical views, and variations in target kind and size in remote sensing images make object detection a challenging task. In this...

  • Article
  • Open Access
36 Citations
7,433 Views
27 Pages

Robust Two-Dimensional Spatial-Variant Map-Drift Algorithm for UAV SAR Autofocusing

  • Guanyong Wang,
  • Man Zhang,
  • Yan Huang,
  • Lei Zhang and
  • Fengfei Wang

8 February 2019

Autofocus has attracted wide attention for unmanned aerial vehicle (UAV) synthetic aperture radar (SAR) systems, because autofocus process is crucial and difficult when the phase error is spatially dependent on both range and azimuth directions. In t...

  • Article
  • Open Access
26 Citations
5,055 Views
16 Pages

8 February 2019

Compared with the traditional ionospheric-free linear combination precise point positioning (PPP) model, the un-differenced and uncombined (UDUC) PPP model using original observations can keep all the information of the observations and be easily ext...

  • Article
  • Open Access
37 Citations
7,989 Views
20 Pages

Unsupervised Sub-Pixel Water Body Mapping with Sentinel-3 OLCI Image

  • Xia Wang,
  • Feng Ling,
  • Huaiying Yao,
  • Yaolin Liu and
  • Shuna Xu

7 February 2019

Mapping land surface water bodies from satellite images is superior to conventional in situ measurements. With the mission of long-term and high-frequency water quality monitoring, the launch of the Ocean and Land Colour Instrument (OLCI) onboard Sen...

  • Article
  • Open Access
27 Citations
6,178 Views
19 Pages

Spectral Reflectance Modeling by Wavelength Selection: Studying the Scope for Blueberry Physiological Breeding under Contrasting Water Supply and Heat Conditions

  • Gustavo A. Lobos,
  • Alejandro Escobar-Opazo,
  • Félix Estrada,
  • Sebastián Romero-Bravo,
  • Miguel Garriga,
  • Alejandro del Pozo,
  • Carlos Poblete-Echeverría,
  • Jaime Gonzalez-Talice,
  • Luis González-Martinez and
  • Peter Caligari

7 February 2019

To overcome the environmental changes occurring now and predicted for the future, it is essential that fruit breeders develop cultivars with better physiological performance. During the last few decades, high-throughput plant phenotyping and phenomic...

  • Article
  • Open Access
67 Citations
8,092 Views
23 Pages

Monitoring Landscape Dynamics in Central U.S. Grasslands with Harmonized Landsat-8 and Sentinel-2 Time Series Data

  • Qiang Zhou,
  • Jennifer Rover,
  • Jesslyn Brown,
  • Bruce Worstell,
  • Danny Howard,
  • Zhuoting Wu,
  • Alisa L. Gallant,
  • Bradley Rundquist and
  • Morgen Burke

7 February 2019

Remotely monitoring changes in central U.S. grasslands is challenging because these landscapes tend to respond quickly to disturbances and changes in weather. Such dynamic responses influence nutrient cycling, greenhouse gas contributions, habitat av...

  • Article
  • Open Access
235 Citations
32,581 Views
29 Pages

UAV-Based High Resolution Thermal Imaging for Vegetation Monitoring, and Plant Phenotyping Using ICI 8640 P, FLIR Vue Pro R 640, and thermoMap Cameras

  • Vasit Sagan,
  • Maitiniyazi Maimaitijiang,
  • Paheding Sidike,
  • Kevin Eblimit,
  • Kyle T. Peterson,
  • Sean Hartling,
  • Flavio Esposito,
  • Kapil Khanal,
  • Maria Newcomb and
  • Todd Mockler
  • + 4 authors

7 February 2019

The growing popularity of Unmanned Aerial Vehicles (UAVs) in recent years, along with decreased cost and greater accessibility of both UAVs and thermal imaging sensors, has led to the widespread use of this technology, especially for precision agricu...

  • Article
  • Open Access
24 Citations
7,956 Views
32 Pages

Retrieval of Phytoplankton Pigments from Underway Spectrophotometry in the Fram Strait

  • Yangyang Liu,
  • Emmanuel Boss,
  • Alison Chase,
  • Hongyan Xi,
  • Xiaodong Zhang,
  • Rüdiger Röttgers,
  • Yanqun Pan and
  • Astrid Bracher

6 February 2019

Phytoplankton in the ocean are extremely diverse. The abundance of various intracellular pigments are often used to study phytoplankton physiology and ecology, and identify and quantify different phytoplankton groups. In this study, phytoplankton abs...

  • Article
  • Open Access
55 Citations
8,988 Views
24 Pages

Modeling the Amplitude Distribution of Radar Sea Clutter

  • Sébastien Angelliaume,
  • Luke Rosenberg and
  • Matthew Ritchie

6 February 2019

Ship detection in the maritime domain is best performed with radar due to its ability to surveil wide areas and operate in almost any weather condition or time of day. Many common detection schemes require an accurate model of the amplitude distribut...

  • Article
  • Open Access
5 Citations
4,372 Views
13 Pages

Precise Antenna Pointing Determination in Elevation for Spaceborne SAR Systems Using Coherent Pattern Differences

  • Jens Reimann,
  • Marco Schwerdt,
  • Kersten Schmidt,
  • Patrick T. P. Klenk,
  • Ulrich Steinbrecher and
  • Helko Breit

6 February 2019

The precise determination of the SAR (synthetic aperture radar) antenna pointing is an essential task initially performed during the commissioning phase of a spaceborne SAR system and is permanently monitored during the whole mission life-time. Besid...

  • Article
  • Open Access
24 Citations
4,331 Views
19 Pages

The Effect of Snow Depth on Spring Wildfires on the Hulunbuir from 2001–2018 Based on MODIS

  • Hong Ying,
  • Yu Shan,
  • Hongyan Zhang,
  • Tao Yuan,
  • Wu Rihan and
  • Guorong Deng

6 February 2019

Wildfires are one of the important disturbance factors in natural ecosystems and occur frequently around the world. Detailed research on the impact of wildfires is crucial not only for the development of livestock husbandry but also for the sustainab...

  • Article
  • Open Access
15 Citations
5,332 Views
18 Pages

Variability of the Great Whirl and Its Impacts on Atmospheric Processes

  • Sen Wang,
  • Weijun Zhu,
  • Jing Ma,
  • Jinlin Ji,
  • Jingsong Yang and
  • Changming Dong

6 February 2019

Using satellite remote sensing data and re-analysis products for the period of 1993–2015, the variation of a large anticyclonic eddy, the so-called Great Whirl (GW), located in the Northwest Indian Ocean off the coast of Somali, and its impacts...

  • Article
  • Open Access
11 Citations
3,592 Views
26 Pages

Relative Altitude Estimation Using Omnidirectional Imaging and Holistic Descriptors

  • Yerai Berenguer,
  • Luis Payá,
  • David Valiente,
  • Adrián Peidró and
  • Oscar Reinoso

6 February 2019

Currently, many tasks can be carried out using mobile robots. These robots must be able to estimate their position in the environment to plan their actions correctly. Omnidirectional vision sensors constitute a robust choice to solve this problem, si...

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Remote Sens. - ISSN 2072-4292