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Remote Sensing, Volume 11, Issue 5

2019 March-1 - 129 articles

Cover Story: The snow-fed basins of the Near East are experiencing a decline in terrestrial water storage. The full observational record of the GRACE satellite gravimetry shows a clear, declining trend over the higher elevations of four river basins. We used several remote sensors (MODIS, AMSR-E, AMSR2) and the outputs of ERA5 reanalysis to understand the relationship between water storage anomalies and snowpack. MODIS products point toward a significant, declining trend in montane snowpack in this region. The reduction in snow cover duration positively correlated with the GRACE water storage decline and peak snow water equivalent from ERA5. The reanalysis data provided several hints as to the possible drivers of snowpack depletion. We propose that pressure on the water towers of the Near East may increase with continued snowpack depletion in this semi-arid region. View this paper.
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Articles (129)

  • Article
  • Open Access
64 Citations
10,347 Views
11 Pages

Deriving High Spatial-Resolution Coastal Topography From Sub-meter Satellite Stereo Imagery

  • Luís Pedro Almeida,
  • Rafael Almar,
  • Erwin W. J. Bergsma,
  • Etienne Berthier,
  • Paulo Baptista,
  • Erwan Garel,
  • Olusegun A. Dada and
  • Bruna Alves

12 March 2019

High spatial resolution coastal Digital Elevation Models (DEMs) are crucial to assess coastal vulnerability and hazards such as beach erosion, sedimentation, or inundation due to storm surges and sea level rise. This paper explores the possibility to...

  • Article
  • Open Access
9 Citations
5,222 Views
21 Pages

12 March 2019

Taijiang National Park (TNP) of Taiwan is the northernmost geographical position of mangrove habitats in the Northern Hemisphere. Instead of occupying a vast region with a single species, the mangroves in TNP are usually mingled with other plants in...

  • Article
  • Open Access
88 Citations
12,586 Views
25 Pages

Automatic Detection of Open and Vegetated Water Bodies Using Sentinel 1 to Map African Malaria Vector Mosquito Breeding Habitats

  • Andy Hardy,
  • Georgina Ettritch,
  • Dónall E. Cross,
  • Pete Bunting,
  • Francis Liywalii,
  • Jacob Sakala,
  • Andrew Silumesii,
  • Douglas Singini,
  • Mark Smith and
  • Chris J. Thomas
  • + 1 author

12 March 2019

Providing timely and accurate maps of surface water is valuable for mapping malaria risk and targeting disease control interventions. Radar satellite remote sensing has the potential to provide this information but current approaches are not suitable...

  • Article
  • Open Access
42 Citations
10,509 Views
22 Pages

Estimating Rangeland Forage Production Using Remote Sensing Data from a Small Unmanned Aerial System (sUAS) and PlanetScope Satellite

  • Han Liu,
  • Randy A. Dahlgren,
  • Royce E. Larsen,
  • Scott M. Devine,
  • Leslie M. Roche,
  • Anthony T. O’ Geen,
  • Andy J.Y. Wong,
  • Sarah Covello and
  • Yufang Jin

12 March 2019

Rangelands cover ~23 million hectares and support a $3.4 billion annual cattle industry in California. Large variations in forage production from year to year and across the landscape make grazing management difficult. We here developed optimized met...

  • Article
  • Open Access
6 Citations
8,498 Views
18 Pages

12 March 2019

Fully bistatic radar scattering from rough surfaces is of vital importance in terrain remote sensing, but results in bulky data volume. The scattering is dependent on physical parameters of the media and is controlled by the radar observation geometr...

  • Article
  • Open Access
59 Citations
7,139 Views
17 Pages

Fully Convolutional Networks and Geographic Object-Based Image Analysis for the Classification of VHR Imagery

  • Nicholus Mboga,
  • Stefanos Georganos,
  • Tais Grippa,
  • Moritz Lennert,
  • Sabine Vanhuysse and
  • Eléonore Wolff

12 March 2019

Land cover Classified maps obtained from deep learning methods such as Convolutional neural networks (CNNs) and fully convolutional networks (FCNs) usually have high classification accuracy but with the detailed structures of objects lost or smoothed...

  • Article
  • Open Access
37 Citations
7,077 Views
20 Pages

A Single Shot Framework with Multi-Scale Feature Fusion for Geospatial Object Detection

  • Shuo Zhuang,
  • Ping Wang,
  • Boran Jiang,
  • Gang Wang and
  • Cong Wang

12 March 2019

With the rapid advances in remote-sensing technologies and the larger number of satellite images, fast and effective object detection plays an important role in understanding and analyzing image information, which could be further applied to civilian...

  • Article
  • Open Access
11 Citations
4,814 Views
26 Pages

On the Potential of RST-FLOOD on Visible Infrared Imaging Radiometer Suite Data for Flooded Areas Detection

  • Teodosio Lacava,
  • Emanuele Ciancia,
  • Mariapia Faruolo,
  • Nicola Pergola,
  • Valeria Satriano and
  • Valerio Tramutoli

12 March 2019

Timely and continuous information about flood spatiotemporal evolution are fundamental to ensure an effective implementation of the relief and rescue operations in case of inundation events. In this framework, satellite remote sensing may provide a v...

  • Article
  • Open Access
40 Citations
6,390 Views
16 Pages

Long-Term Land Cover Dynamics (1986–2016) of Northeast China Derived from a Multi-Temporal Landsat Archive

  • Yuanyuan Zhao,
  • Duole Feng,
  • Le Yu,
  • Yuqi Cheng,
  • Meinan Zhang,
  • Xiaoxuan Liu,
  • Yidi Xu,
  • Lei Fang,
  • Zhiliang Zhu and
  • Peng Gong

12 March 2019

Northeast China is a major grain production area, an ecological important forest area, and the largest old industrial base which is now suffering from economic growth slowdown and brain drain. Accurate and long-term dynamic land cover maps are highly...

  • Article
  • Open Access
15 Citations
5,814 Views
16 Pages

12 March 2019

With the emergence of huge volumes of high-resolution Hyperspectral Images (HSI) produced by different types of imaging sensors, analyzing and retrieving these images require effective image description and quantification techniques. Compared to remo...

  • Article
  • Open Access
46 Citations
9,479 Views
15 Pages

12 March 2019

Increase in irrigated area, driven by demand for more food production, in the semi-arid regions of Asia and Africa is putting pressure on the already strained available water resources. To cope and manage this situation, monitoring spatial and tempor...

  • Article
  • Open Access
42 Citations
6,284 Views
13 Pages

11 March 2019

The significant wave height (SWH) of the sea is an important parameter and plays an important role in the prediction of waves and ocean dynamics. However, traditional methods, e.g., buoys or traditional remote sensing techniques such as X-band radar...

  • Article
  • Open Access
56 Citations
7,701 Views
20 Pages

11 March 2019

Artificial lands or islands reclaimed from the sea due to their vast land spaces and air are suitable for the construction of airports, harbors, and industrial parks, which are convenient for human and cargo transportation. However, the settlement pr...

  • Article
  • Open Access
43 Citations
7,717 Views
18 Pages

A Workflow to Estimate Topographic and Volumetric Changes and Errors in Channel Sedimentation after Disturbance

  • Samira Nourbakhshbeidokhti,
  • Alicia M. Kinoshita,
  • Anne Chin and
  • Joan L. Florsheim

11 March 2019

Light Detection and Ranging (LiDAR) methods, such as ground-based Terrestrial Laser Scanning (TLS), have enabled collection of high-resolution point clouds of elevation data to calculate changes in fluvial systems after disturbance, but are often acc...

  • Article
  • Open Access
33 Citations
6,663 Views
21 Pages

Identification of the Best Hyperspectral Indices in Estimating Plant Species Richness in Sandy Grasslands

  • Yu Peng,
  • Min Fan,
  • Lan Bai,
  • Weiguo Sang,
  • Jinchao Feng,
  • Zhixin Zhao and
  • Ziye Tao

11 March 2019

Numerous spectral indices have been developed to assess plant diversity. However, since they are developed in different areas and vegetation type, it is difficult to make a comprehensive comparison among these indices. The primary objective of this s...

  • Technical Note
  • Open Access
37 Citations
5,103 Views
10 Pages

Automatic Estimation of Urban Waterlogging Depths from Video Images Based on Ubiquitous Reference Objects

  • Jingchao Jiang,
  • Junzhi Liu,
  • Changxiu Cheng,
  • Jingzhou Huang and
  • Anke Xue

11 March 2019

Video supervision equipment, which is readily available in most cities, can record the processes of urban floods in video form. Ubiquitous reference objects, which often appear in videos, can be used to indicate urban waterlogging depths. This makes...

  • Article
  • Open Access
18 Citations
6,588 Views
17 Pages

11 March 2019

In this study, Himawari-8 Advanced Himawari Imager (AHI) longwave channel data that is sensitive to clouds and absorption gas were used to improve the accuracy of the algorithm used to calculate outgoing longwave radiation (OLR) at the top of the atm...

  • Letter
  • Open Access
16 Citations
3,895 Views
12 Pages

10 March 2019

Scattering characterization of obliquely oriented buildings (OOBs) from polarimetric synthetic aperture radar (PolSAR) data is challenging since the general double-bounce scattering does not support their dominant scattering mechanism. In this paper,...

  • Article
  • Open Access
13 Citations
6,575 Views
19 Pages

10 March 2019

The cargo handling capacity of a port is the most basic and important indicator of port size. Based on the Defense Meteorological Satellite Program-Operational Linescan System (DMSP-OLS) nighttime light data and panel model, this study attempts to es...

  • Article
  • Open Access
18 Citations
4,923 Views
18 Pages

10 March 2019

A Moon-based Earth radiation observatory (MERO) could provide a longer-term continuous measurement of radiation exiting the Earth system compared to current satellite-based observatories. In order to parameterize the detector for such a newly-propose...

  • Technical Note
  • Open Access
4 Citations
5,491 Views
12 Pages

9 March 2019

Receiver design is integral to the development of a new remote sensor. An effective receiver delivers backscattered light to the detector while optimizing the signal-to-noise ratio at the desired wavelengths. Towards the goal of effective receiver de...

  • Article
  • Open Access
22 Citations
5,387 Views
25 Pages

Operational Soil Moisture from ASCAT in Support of Water Resources Management

  • Khidir Abdalla Kwal Deng,
  • Salim Lamine,
  • Andrew Pavlides,
  • George P. Petropoulos,
  • Prashant K. Srivastava,
  • Yansong Bao,
  • Dionissios Hristopulos and
  • Vasileios Anagnostopoulos

9 March 2019

This study provides the results of an extensive investigation of the Advanced Scaterometter (ASCAT) surface soil moisture global operational product accuracy across three continents (United States of America (USA), Europe, and Australia). ASCAT predi...

  • Article
  • Open Access
49 Citations
6,597 Views
19 Pages

9 March 2019

This paper presents a practical framework for urban bridge damage detection and analysis by using three key techniques: terrestrial laser scanning (TLS), ground-based microwave interferometry, and permanent scatterer interferometry synthetic aperture...

  • Article
  • Open Access
66 Citations
8,519 Views
20 Pages

Use of Sentinel-2 Time-Series Images for Classification and Uncertainty Analysis of Inherent Biophysical Property: Case of Soil Texture Mapping

  • Cécile Gomez,
  • Subramanian Dharumarajan,
  • Jean-Baptiste Féret,
  • Philippe Lagacherie,
  • Laurent Ruiz and
  • Muddu Sekhar

8 March 2019

The Sentinel-2 mission of the European Space Agency (ESA) Copernicus program provides multispectral remote sensing data at decametric spatial resolution and high temporal resolution. The objective of this work is to evaluate the ability of Sentinel-2...

  • Article
  • Open Access
22 Citations
4,918 Views
24 Pages

A Pairwise SSD Fingerprinting Method of Smartphone Indoor Localization for Enhanced Usability

  • Fan Yang,
  • Jian Xiong,
  • Jingbin Liu,
  • Changqing Wang,
  • Zheng Li,
  • Pengfei Tong and
  • Ruizhi Chen

8 March 2019

Smartphone indoor localization has attracted considerable attention over the past decade because of the considerable business potential in terms of indoor navigation and location-based services. In particular, Wi-Fi RSS (received signal strength) fin...

  • Article
  • Open Access
169 Citations
16,240 Views
21 Pages

Challenges and Best Practices for Deriving Temperature Data from an Uncalibrated UAV Thermal Infrared Camera

  • Julia Kelly,
  • Natascha Kljun,
  • Per-Ola Olsson,
  • Laura Mihai,
  • Bengt Liljeblad,
  • Per Weslien,
  • Leif Klemedtsson and
  • Lars Eklundh

8 March 2019

Miniaturized thermal infrared (TIR) cameras that measure surface temperature are increasingly available for use with unmanned aerial vehicles (UAVs). However, deriving accurate temperature data from these cameras is non-trivialsince they are highly s...

  • Article
  • Open Access
29 Citations
5,085 Views
14 Pages

Object-Based Change Detection in the Cerrado Biome Using Landsat Time Series

  • Inacio T. Bueno,
  • Fausto W. Acerbi Júnior,
  • Eduarda M. O. Silveira,
  • José M. Mello,
  • Luís M. T. Carvalho,
  • Lucas R. Gomide,
  • Kieran Withey and
  • José Roberto S. Scolforo

8 March 2019

Change detection methods are often incapable of accurately detecting changes within time series that are heavily influenced by seasonal variations. Techniques for de-seasoning time series or methods that apply the spatial context have been used to im...

  • Article
  • Open Access
14 Citations
4,847 Views
15 Pages

8 March 2019

Manmade crude oil contamination, which has negative impacts on the environment and human health, can be found in various ecosystems all over the globe. Hyperspectral remote sensing (HRS) is an efficient tool to investigate this crude oil contaminatio...

  • Article
  • Open Access
14 Citations
5,341 Views
17 Pages

Seeking Optimal GNSS Radio Occultation Constellations Using Evolutionary Algorithms

  • Xiaohua Xu,
  • Yi Han,
  • Jia Luo,
  • Jens Wickert and
  • Milad Asgarimehr

8 March 2019

Given the great achievements of the Constellation Observing System for Meteorology, Ionosphere, and Climate (COSMIC) mission in providing huge amount of GPS radio occultation (RO) data for weather forecasting, climate research, and ionosphere monitor...

  • Article
  • Open Access
32 Citations
6,632 Views
19 Pages

8 March 2019

Leaf angle is a critical structural parameter for retrieving canopy leaf area index (LAI) using the PROSAIL model. However, the traditional method using default leaf angle distribution in the PROSAIL model does not capture the phenological dynamics o...

  • Article
  • Open Access
26 Citations
6,359 Views
32 Pages

Impact of the Revisit of Thermal Infrared Remote Sensing Observations on Evapotranspiration Uncertainty—A Sensitivity Study Using AmeriFlux Data

  • Pierre C. Guillevic,
  • Albert Olioso,
  • Simon J. Hook,
  • Joshua B. Fisher,
  • Jean-Pierre Lagouarde and
  • Eric F. Vermote

8 March 2019

Thermal infrared remote sensing observations have been widely used to provide useful information on surface energy and water stress for estimating evapotranspiration (ET). However, the revisit time of current high spatial resolution (<100 m) therm...

  • Article
  • Open Access
79 Citations
10,399 Views
14 Pages

Population Mapping with Multisensor Remote Sensing Images and Point-Of-Interest Data

  • Xuchao Yang,
  • Tingting Ye,
  • Naizhuo Zhao,
  • Qian Chen,
  • Wenze Yue,
  • Jiaguo Qi,
  • Biao Zeng and
  • Peng Jia

8 March 2019

Fine-resolution population distribution mapping is necessary for many purposes, which cannot be met by aggregated census data due to privacy. Many approaches utilize ancillary data that are related to population density, such as nighttime light image...

  • Article
  • Open Access
36 Citations
7,150 Views
17 Pages

Trends in Woody and Herbaceous Vegetation in the Savannas of West Africa

  • Julius Y. Anchang,
  • Lara Prihodko,
  • Armel T. Kaptué,
  • Christopher W. Ross,
  • Wenjie Ji,
  • Sanath S. Kumar,
  • Brianna Lind,
  • Mamadou A. Sarr,
  • Abdoul A. Diouf and
  • Niall P. Hanan

8 March 2019

We assess 32 years of vegetation change in the West African Sudano-Sahelian region following the drought events of the 1970s and 1980s. Change in decadal mean rain use efficiency is used to diagnose trends in woody vegetation that is expected to resp...

  • Article
  • Open Access
45 Citations
11,617 Views
20 Pages

Evaluating the Performance of a Random Forest Kernel for Land Cover Classification

  • Azar Zafari,
  • Raul Zurita-Milla and
  • Emma Izquierdo-Verdiguier

8 March 2019

The production of land cover maps through satellite image classification is a frequent task in remote sensing. Random Forest (RF) and Support Vector Machine (SVM) are the two most well-known and recurrently used methods for this task. In this paper,...

  • Article
  • Open Access
44 Citations
8,963 Views
16 Pages

A Remote Sensing Based Integrated Approach to Quantify the Impact of Fluvial and Pluvial Flooding in an Urban Catchment

  • Manoranjan Muthusamy,
  • Monica Rivas Casado,
  • Gloria Salmoral,
  • Tracy Irvine and
  • Paul Leinster

8 March 2019

Pluvial (surface water) flooding is often the cause of significant flood damage in urban areas. However, pluvial flooding is often overlooked in catchments which are historically known for fluvial floods. In this study, we present a conceptual remote...

  • Article
  • Open Access
89 Citations
10,184 Views
18 Pages

7 March 2019

The performance of three satellite-based high-resolution gridded rainfall datasets, namely the gauge corrected Global Satellite Mapping of Precipitation (GSMaP), Integrated Multi-Satellite Retrievals for Global Precipitation Measurement (IMERG), and...

  • Article
  • Open Access
20 Citations
6,033 Views
18 Pages

7 March 2019

Fusing the panchromatic (PAN) image and low spatial-resolution multispectral (LR MS) images is an effective technology for generating high spatial-resolution MS (HR MS) images. Some image-fusion methods inspired by neighbor embedding (NE) are propose...

  • Technical Note
  • Open Access
13 Citations
5,086 Views
18 Pages

Monitoring Forest Loss in ALOS/PALSAR Time-Series with Superpixels

  • Charlie Marshak,
  • Marc Simard and
  • Michael Denbina

7 March 2019

We present a flexible methodology to identify forest loss in synthetic aperture radar (SAR) L-band ALOS/PALSAR images. Instead of single pixel analysis, we generate spatial segments (i.e., superpixels) based on local image statistics to track homogen...

  • Article
  • Open Access
37 Citations
5,284 Views
18 Pages

7 March 2019

Satellite altimetry has been successfully applied to monitoring water level variation of global lakes. However, it is still difficult to retrieve accurate and continuous observations for most Tibetan lakes, due to their high altitude and rough terrai...

  • Article
  • Open Access
158 Citations
7,809 Views
30 Pages

Infrared Small Target Detection Based on Non-Convex Optimization with Lp-Norm Constraint

  • Tianfang Zhang,
  • Hao Wu,
  • Yuhan Liu,
  • Lingbing Peng,
  • Chunping Yang and
  • Zhenming Peng

7 March 2019

The infrared search and track (IRST) system has been widely used, and the field of infrared small target detection has also received much attention. Based on this background, this paper proposes a novel infrared small target detection method based on...

  • Article
  • Open Access
43 Citations
5,439 Views
24 Pages

7 March 2019

Yongding River is the largest river flowing through Beijing, the capital city of China. In recent years, Yongding River Basin (YDRB) has witnessed increasing human impacts on water resources, posing serious challenges in hydrological and ecological h...

  • Article
  • Open Access
6 Citations
4,167 Views
30 Pages

7 March 2019

Many geoacoustic models are used to establish the relationship between the physical and acoustic properties of sediments. In this work, Bayesian inversion and model selection techniques are applied to compare combinations of three geoacoustic models...

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

7 March 2019

The physics of the imaging mechanism underlying the emergence of ship wakes in Synthetic Aperture Radar (SAR) images has been studied in the past by many researchers providing a well-understood theory. Therefore, many publications describe how well s...

  • Article
  • Open Access
10 Citations
4,500 Views
20 Pages

Airborne SAR Imaging Algorithm for Ocean Waves Based on Optimum Focus Setting

  • Xiangfei Wei,
  • Jinsong Chong,
  • Yawei Zhao,
  • Yan Li and
  • Xiaonan Yao

7 March 2019

Ocean waves are the richest texture on the sea surface, from which valuable information can be inversed. In general, the Synthetic Aperture Radar (SAR) images of surface waves will inevitably be distorted due to the intricate motion of surface waves....

  • Article
  • Open Access
150 Citations
11,585 Views
16 Pages

6 March 2019

Salt marsh productivity is an important control of resiliency to sea level rise. However, our understanding of how marsh biomass and productivity vary across fine spatial and temporal scales is limited. Remote sensing provides a means for characteriz...

  • Article
  • Open Access
41 Citations
5,862 Views
26 Pages

6 March 2019

In 2013, the Committee on Earth Observation Satellites (CEOS) Working Group on Calibration and Validation (WGCV) Infrared and Visible Optical Sensors Subgroup (IVOS) established the Radiometric Calibration Network (RadCalNet), consisting of four inte...

  • Article
  • Open Access
85 Citations
11,375 Views
24 Pages

Exploiting Time Series of Sentinel-1 and Sentinel-2 Imagery to Detect Meadow Phenology in Mountain Regions

  • Laura Stendardi,
  • Stein Rune Karlsen,
  • Georg Niedrist,
  • Renato Gerdol,
  • Marc Zebisch,
  • Mattia Rossi and
  • Claudia Notarnicola

6 March 2019

A synergic integration of Synthetic Aperture Radar (SAR) and optical time series offers an unprecedented opportunity in vegetation phenology monitoring for mountain agriculture management. In this paper, we performed a correlation analysis of radar s...

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Remote Sens. - ISSN 2072-4292