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Remote Sensing, Volume 12, Issue 11

2020 June-1 - 208 articles

Cover Story: Wetland ecosystem services, such as water storage and food sources, are largely dependent on hydrological dynamics. Constant monitoring of the spatial extent of water surfaces and the duration of flooding of a wetland is necessary to understand the impact of drought on the ecosystem services a wetland provides. Synthetic aperture radar (SAR) has the potential to reveal wetland dynamics. This paper proposes a Gaussian process-based temporal interpolation (GPTI) method that enables the synergistic use of SAR images taken from multiple paths. The proposed model is applied to a series of Sentinel-1 images capturing wetlands in Washington State, USA. Our experimental analysis demonstrates that the multiple path analysis based on the proposed method can extract seasonal changes more accurately than a single path analysis. View this paper
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Articles (208)

  • Article
  • Open Access
51 Citations
7,240 Views
15 Pages

RTK GNSS-Assisted Terrestrial SfM Photogrammetry without GCP: Application to Coastal Morphodynamics Monitoring

  • Marion Jaud,
  • Stéphane Bertin,
  • Mickaël Beauverger,
  • Emmanuel Augereau and
  • Christophe Delacourt

11 June 2020

The present article describes a new and efficient method of Real Time Kinematic (RTK) Global Navigation Satellite System (GNSS) assisted terrestrial Structure-from-Motion (SfM) photogrammetry without the need for Ground Control Points (GCPs). The sys...

  • Article
  • Open Access
57 Citations
7,040 Views
30 Pages

Novel Ensemble Approaches of Machine Learning Techniques in Modeling the Gully Erosion Susceptibility

  • Alireza Arabameri,
  • Omid Asadi Nalivan,
  • Sunil Saha,
  • Jagabandhu Roy,
  • Biswajeet Pradhan,
  • John P. Tiefenbacher and
  • Phuong Thao Thi Ngo

11 June 2020

Gully erosion has become one of the major environmental issues, due to the severity of its impact in many parts of the world. Gully erosion directly and indirectly affects agriculture and infrastructural development. The Golestan Dam basin, where soi...

  • Review
  • Open Access
14 Citations
5,096 Views
18 Pages

Remote Sensing Support for the Gain-Loss Approach for Greenhouse Gas Inventories

  • Ronald E. McRoberts,
  • Erik Næsset,
  • Christophe Sannier,
  • Stephen V. Stehman and
  • Erkki O. Tomppo

11 June 2020

For tropical countries that do not have extensive ground sampling programs such as national forest inventories, the gain-loss approach for greenhouse gas inventories is often used. With the gain-loss approach, emissions and removals are estimated as...

  • Article
  • Open Access
29 Citations
8,987 Views
28 Pages

remotIO: A Sentinel-1 Multi-Temporal InSAR Infrastructure Monitoring Service with Automatic Updates and Data Mining Capabilities

  • Matus Bakon,
  • Richard Czikhardt,
  • Juraj Papco,
  • Jan Barlak,
  • Martin Rovnak,
  • Peter Adamisin and
  • Daniele Perissin

11 June 2020

Multi-temporal synthetic aperture radar interferometry (MT-InSAR) is nowadays a well-developed remote sensing technique for monitoring of Earth’s surface deformation. The availability of regular and open Copernicus Sentinel-1 satellite data wit...

  • Article
  • Open Access
56 Citations
5,131 Views
25 Pages

A Novel Privacy Approach of Digital Aerial Images Based on Mersenne Twister Method with DNA Genetic Encoding and Chaos

  • Fawad Masood,
  • Wadii Boulila,
  • Jawad Ahmad,
  • Arshad,
  • Syam Sankar,
  • Saeed Rubaiee and
  • William J. Buchanan

11 June 2020

Aerial photography involves capturing images from aircraft and other flying objects, including Unmanned Aerial Vehicles (UAV). Aerial images are used in many fields and can contain sensitive information that requires secure processing. We proposed an...

  • Article
  • Open Access
27 Citations
6,212 Views
14 Pages

11 June 2020

Time-series of vegetation greenness data, derived from Earth-observation imagery, have become a key source of information for studying large-scale environmental change. The ever increasing length of such series allows for a range of indicators to be...

  • Article
  • Open Access
27 Citations
6,586 Views
26 Pages

KDA3D: Key-Point Densification and Multi-Attention Guidance for 3D Object Detection

  • Jiarong Wang,
  • Ming Zhu,
  • Bo Wang,
  • Deyao Sun,
  • Hua Wei,
  • Changji Liu and
  • Haitao Nie

11 June 2020

In this paper, we propose a novel 3D object detector KDA3D, which achieves high-precision and robust classification, segmentation, and localization with the help of key-point densification and multi-attention guidance. The proposed end-to-end neural...

  • Article
  • Open Access
40 Citations
6,405 Views
17 Pages

11 June 2020

In a climate-change context, the advancement of phenological stages may endanger viticultural areas in the event of a late frost. This study evaluated the potential of satellite-based remote sensing to assess the damage and the recovery time after a...

  • Article
  • Open Access
5 Citations
4,030 Views
19 Pages

The Estimation of Surface Albedo from DSCOVR EPIC

  • Qiuyue Tian,
  • Qiang Liu,
  • Jie Guang,
  • Leiku Yang,
  • Hanwei Zhang,
  • Cheng Fan,
  • Yahui Che and
  • Zhengqiang Li

11 June 2020

Surface albedo is an important parameter in climate models. The main way to obtain continuous surface albedo for large areas is satellite remote sensing. However, the existing albedo products rarely meet daily-scale requirements, which has a large im...

  • Article
  • Open Access
24 Citations
4,724 Views
22 Pages

11 June 2020

Polar regions are too harsh to be continuously observed using ocean color (OC) sensors because of various limitations due to low solar elevations, ice effects, peculiar phytoplankton photosynthetic parameters, optical complexity of seawater and persi...

  • Article
  • Open Access
34 Citations
8,758 Views
22 Pages

11 June 2020

Synthetic Aperture Radar has a unique potential for continuous forest mapping as it is not affected by cloud cover. While longer wavelengths, such as L-band, are commonly used for forest applications, in this paper we assess the aptitude of C-band Se...

  • Article
  • Open Access
13 Citations
7,097 Views
18 Pages

Investigating Lunar Boulders at the Apollo 17 Landing Site Using Photogrammetry and Virtual Reality

  • Stéphane Le Mouélic,
  • Pauline Enguehard,
  • Harrison H. Schmitt,
  • Gwénaël Caravaca,
  • Benoît Seignovert,
  • Nicolas Mangold,
  • Jean-Philippe Combe and
  • François Civet

11 June 2020

The Taurus-Littrow valley on the Moon was the location of intensive geologic fieldwork during three days in December 1972. In situ activities at sampling stations were systematically documented by the astronauts using a series of overlapping images t...

  • Article
  • Open Access
11 Citations
3,326 Views
13 Pages

Detecting Long Time Changes in Benthic Macroalgal Cover Using Landsat Image Archive

  • Laura Lõugas,
  • Tiit Kutser,
  • Jonne Kotta and
  • Ele Vahtmäe

11 June 2020

Coastal macroalgae worldwide provide multiple ecological functions and support vital ecosystem services. Thereby, it is important to monitor changes in the extent of benthic macroalgal cover. However, as in situ sampling is costly and time-consuming,...

  • Letter
  • Open Access
13 Citations
4,663 Views
13 Pages

Assessing Cloud Segmentation in the Chromacity Diagram of All-Sky Images

  • Lukáš Krauz,
  • Petr Janout,
  • Martin Blažek and
  • Petr Páta

11 June 2020

All-sky imaging systems are currently very popular. They are used in ground-based meteorological stations and as a crucial part of the weather monitors for autonomous robotic telescopes. Data from all-sky imaging cameras provide important information...

  • Letter
  • Open Access
11 Citations
3,640 Views
10 Pages

11 June 2020

Radar cross section (RCS) parameters of insect targets contain information related to their morphological parameters, which are helpful for the identification of migratory insects. Several morphological parameter estimation methods have been presente...

  • Technical Note
  • Open Access
9 Citations
4,566 Views
27 Pages

Comparison of the Lunar Models Using the Hyper-Spectral Imager Observations in Lijiang, China

  • Yang Wang,
  • Xiuqing Hu,
  • Lin Chen,
  • Yu Huang,
  • Zhanfeng Li,
  • Shurong Wang,
  • Peng Zhang,
  • Ronghua Wu,
  • Lu Zhang and
  • Wei Wang

10 June 2020

A lunar observation campaign was conducted using a hyper-spectral imaging spectrometer in Lijiang, China from December 2015 to February 2016. The lunar hyper-spectral images in the visible to near-infrared region (VNIR) have been obtained in differen...

  • Feature Paper
  • Article
  • Open Access
21 Citations
7,153 Views
17 Pages

GPR and ERT Investigations in Urban Areas: the Case-Study of Matera (Southern Italy)

  • Jessica Bellanova,
  • Giuseppe Calamita,
  • Ilaria Catapano,
  • Alessandro Ciucci,
  • Carmela Cornacchia,
  • Gianluca Gennarelli,
  • Alessandro Giocoli,
  • Federico Fisangher,
  • Giovanni Ludeno and
  • Vincenzo Lapenna
  • + 4 authors

10 June 2020

This paper deals with a geophysical survey carried out in some critical urban areas of the historical city of Matera (Southern Italy). Matera has a very complex shallower stratigraphy characterized by both anthropic and natural “targets”...

  • Article
  • Open Access
3 Citations
5,278 Views
21 Pages

10 June 2020

The photogrammetric method is widely used in coastal areas and in submerged environments. Time-lapse images collected with unmanned aerial vehicles are used to reproduce the emerged areas, while images taken by divers are used to reproduce submerged...

  • Article
  • Open Access
12 Citations
6,424 Views
21 Pages

10 June 2020

The Weather Research and Forecasting (WRF) model is commonly associated with meteorological data, but its algorithms may also use geographical data. The objective of this paper is to evaluate the impact of the high resolution CORINE Land Cover (CLC)...

  • Review
  • Open Access
92 Citations
13,442 Views
41 Pages

Meta-Analysis of Wetland Classification Using Remote Sensing: A Systematic Review of a 40-Year Trend in North America

  • Masoud Mahdianpari,
  • Jean Elizabeth Granger,
  • Fariba Mohammadimanesh,
  • Bahram Salehi,
  • Brian Brisco,
  • Saeid Homayouni,
  • Eric Gill,
  • Brian Huberty and
  • Megan Lang

10 June 2020

North America is covered in 2.5 million km2 of wetlands, which is the remainder of an estimated 56% of wetlands lost since the 1700s. This loss has resulted in a decrease in important habitat and services of great ecological, economic, and recreation...

  • Article
  • Open Access
19 Citations
3,469 Views
20 Pages

10 June 2020

Understanding vegetation dynamics is necessary to address potential ecological threats and develop sustainable ecosystem management at high altitudes. In this study, we revealed the spatiotemporal characteristics of vegetation growth in the Lhasa Riv...

  • Article
  • Open Access
33 Citations
5,738 Views
24 Pages

A Modified KNN Method for Mapping the Leaf Area Index in Arid and Semi-Arid Areas of China

  • Fugen Jiang,
  • Andrew R. Smith,
  • Mykola Kutia,
  • Guangxing Wang,
  • Hua Liu and
  • Hua Sun

10 June 2020

As an important vegetation canopy parameter, the leaf area index (LAI) plays a critical role in forest growth modeling and vegetation health assessment. Estimating LAI is helpful for understanding vegetation growth and global ecological processes. Ma...

  • Feature Paper
  • Article
  • Open Access
89 Citations
13,707 Views
28 Pages

10 June 2020

Rockfall inventories are essential to quantify a rockfall activity and characterize the hazard. Terrestrial laser scanning and advancements in processing algorithms have resulted in three-dimensional (3D) semi-automatic extraction of rockfall events,...

  • Article
  • Open Access
57 Citations
6,291 Views
19 Pages

10 June 2020

The scene classification of a remote sensing image has been widely used in various fields as an important task of understanding the content of a remote sensing image. Specially, a high-resolution remote sensing scene contains rich information and com...

  • Feature Paper
  • Article
  • Open Access
11 Citations
5,730 Views
37 Pages

Evaluation of Two Global Land Surface Albedo Datasets Distributed by the Copernicus Climate Change Service and the EUMETSAT LSA-SAF

  • Gabriel Lellouch,
  • Dominique Carrer,
  • Chloé Vincent,
  • Mickael Pardé,
  • Sandra C. Frietas and
  • Isabel F. Trigo

10 June 2020

The present paper is devoted to the quality assessment of two global land surface albedo products developed by Meteo France in the frame of the Copernicus Climate Change Service (C3S) and the LSA-SAF (Satellite Application Facility on Land Surface An...

  • Article
  • Open Access
9 Citations
6,593 Views
18 Pages

10 June 2020

Addressing seasonal water uncertainties and increased power generation demand has sparked a global rise in large-scale hydropower projects. To this end, the Blue Nile impoundment behind the Grand Ethiopian Renaissance Dam (GERD) will encompass an are...

  • Article
  • Open Access
8 Citations
4,731 Views
24 Pages

35 Years of Vegetation and Lake Dynamics in the Pechora Catchment, Russian European Arctic

  • Marinela-Adriana Cheţan,
  • Andrei Dornik,
  • Florina Ardelean,
  • Goran Georgievski,
  • Stefan Hagemann,
  • Vladimir E. Romanovsky,
  • Alexandru Onaca and
  • Dmitry S. Drozdov

9 June 2020

High-latitude regions are a hot spot of global warming, but the scarce availability of observations often limits the investigation of climate change impacts over these regions. However, the utilization of satellite-based remote sensing data offers ne...

  • Letter
  • Open Access
16 Citations
5,037 Views
14 Pages

Mapping, Monitoring, and Prediction of Floods Due to Ice Jam and Snowmelt with Operational Weather Satellites

  • Mitchell D. Goldberg,
  • Sanmei Li,
  • Daniel T. Lindsey,
  • William Sjoberg,
  • Lihang Zhou and
  • Donglian Sun

9 June 2020

Among all the natural hazards throughout the world, floods occur most frequently. They occur in high latitude regions, such as: 82% of the area of North America; most of Russia; Norway, Finland, and Sweden in North Europe; China and Japan in Asia. Ri...

  • Article
  • Open Access
13 Citations
4,389 Views
26 Pages

9 June 2020

Icebergs are ocean hazards which require extensive monitoring. Synthetic Aperture Radar (SAR) satellites can help with this, however, SAR backscattering is strongly influenced by the properties of icebergs, together with meteorological and environmen...

  • Article
  • Open Access
25 Citations
4,037 Views
21 Pages

Mapping Long-Term Spatiotemporal Dynamics of Pen Aquaculture in a Shallow Lake: Less Aquaculture Coming along Better Water Quality

  • Juhua Luo,
  • Ruiliang Pu,
  • Ronghua Ma,
  • Xiaolong Wang,
  • Xijun Lai,
  • Zhigang Mao,
  • Li Zhang,
  • Zhaoliang Peng and
  • Zhe Sun

9 June 2020

Pen aquaculture is the main form of aquaculture in some shallow lakes in eastern China. It is valuable to map the spatiotemporal changes of pen aquaculture in eutrophic lakes to assess its effect on water quality, thereby helping the relevant decisio...

  • Article
  • Open Access
150 Citations
17,495 Views
14 Pages

9 June 2020

This article provides an angular-based radiometric slope correction routine for Sentinel-1 SAR imagery on the Google Earth Engine platform. Two established physical reference models are implemented. The first model is optimised for vegetation applica...

  • Article
  • Open Access
65 Citations
9,198 Views
38 Pages

9 June 2020

Traditional change detection (CD) methods operate in the simple image domain or hand-crafted features, which has less robustness to the inconsistencies (e.g., brightness and noise distribution, etc.) between bitemporal satellite images. Recently, dee...

  • Article
  • Open Access
46 Citations
5,801 Views
22 Pages

Localization in Unstructured Environments: Towards Autonomous Robots in Forests with Delaunay Triangulation

  • Qingqing Li,
  • Paavo Nevalainen,
  • Jorge Peña Queralta,
  • Jukka Heikkonen and
  • Tomi Westerlund

9 June 2020

Autonomous harvesting and transportation is a long-term goal of the forest industry. One of the main challenges is the accurate localization of both vehicles and trees in a forest. Forests are unstructured environments where it is difficult to find a...

  • Article
  • Open Access
41 Citations
6,427 Views
17 Pages

Land-Use Type as a Driver of Large Wildfire Occurrence in the U.S. Great Plains

  • Victoria M. Donovan,
  • Carissa L. Wonkka,
  • David A. Wedin and
  • Dirac Twidwell

9 June 2020

Wildfire activity has surged in North America’s temperate grassland biome. Like many biomes, this system has undergone drastic land-use change over the last century; however, how various land-use types contribute to wildfire patterns in grassla...

  • Article
  • Open Access
8 Citations
2,991 Views
23 Pages

Spectral Unmixing for Thermal Infrared Multi-Spectral Airborne Imagery over Urban Environments: Day and Night Synergy

  • Carlos Granero-Belinchon,
  • Aurelie Michel,
  • Veronique Achard and
  • Xavier Briottet

9 June 2020

TRUST (Thermal Remote sensing Unmixing for Subpixel Temperature) is a spectral unmixing method developed to provide subpixel abundances and temperatures from radiance images in the thermal domain. By now, this method has been studied in simple study...

  • Article
  • Open Access
39 Citations
5,174 Views
24 Pages

Temperature and Humidity Profile Retrieval from FY4-GIIRS Hyperspectral Data Using Artificial Neural Networks

  • Xi Cai,
  • Yansong Bao,
  • George P. Petropoulos,
  • Feng Lu,
  • Qifeng Lu,
  • Liuhua Zhu and
  • Ying Wu

9 June 2020

This study proposes a new technique for retrieving temperature and humidity profiles based on Artificial Neural Networks (ANNs) using data acquired from the GIIRS (Geosynchronous Interferometric Infrared Sounder) L1 and ERA-Interim (European Centre f...

  • Article
  • Open Access
33 Citations
8,082 Views
19 Pages

9 June 2020

Sea surface temperature is very important in weather and ocean forecasting, and studying the ocean, atmosphere and climate system. Measuring the sea surface skin temperature (SSTskin) with infrared radiometers onboard earth observation satellites and...

  • Article
  • Open Access
12 Citations
3,318 Views
14 Pages

9 June 2020

The encoder–decoder framework has been widely used in the remote sensing image captioning task. When we need to extract remote sensing images containing specific characteristics from the described sentences for research, rich sentences can impr...

  • Article
  • Open Access
58 Citations
8,220 Views
18 Pages

TUM-MLS-2016: An Annotated Mobile LiDAR Dataset of the TUM City Campus for Semantic Point Cloud Interpretation in Urban Areas

  • Jingwei Zhu,
  • Joachim Gehrung,
  • Rong Huang,
  • Björn Borgmann,
  • Zhenghao Sun,
  • Ludwig Hoegner,
  • Marcus Hebel,
  • Yusheng Xu and
  • Uwe Stilla

9 June 2020

In the past decade, a vast amount of strategies, methods, and algorithms have been developed to explore the semantic interpretation of 3D point clouds for extracting desirable information. To assess the performance of the developed algorithms or meth...

  • Article
  • Open Access
18 Citations
7,108 Views
15 Pages

9 June 2020

Developing accurate methods for estimating forest structures is essential for efficient forest management. The high spatial and temporal resolution data acquired by CubeSat satellites have desirable characteristics for mapping large-scale forest stru...

  • Letter
  • Open Access
29 Citations
6,152 Views
7 Pages

Global Airborne Laser Scanning Data Providers Database (GlobALS)—A New Tool for Monitoring Ecosystems and Biodiversity

  • Krzysztof Stereńczak,
  • Gaia Vaglio Laurin,
  • Gherardo Chirici,
  • David A. Coomes,
  • Michele Dalponte,
  • Hooman Latifi and
  • Nicola Puletti

9 June 2020

Protection and recovery of natural resource and biodiversity requires accurate monitoring at multiple scales. Airborne Laser Scanning (ALS) provides high-resolution imagery that is valuable for monitoring structural changes to vegetation, providing a...

  • Article
  • Open Access
6 Citations
3,901 Views
15 Pages

8 June 2020

With continuing sea ice reductions in the Arctic, dynamic physical and ecological processes have more active roles compared to the ice-locked, isolated Arctic Ocean of previous decades. To better understand these changes, observations of high-resolut...

  • Article
  • Open Access
26 Citations
7,478 Views
17 Pages

8 June 2020

Water clarity, commonly measured as the Secchi disk depth ( Z s d ), is an important parameter that depicts water quality in aquatic ecosystems. China’s new generation Advanced HyperSpectral Imager (AHSI) on board the GF-5 satellite has...

  • Article
  • Open Access
24 Citations
3,100 Views
23 Pages

8 June 2020

Global Navigation Satellite System (GNSS) tomography has developed into an efficient tool for sensing the high spatiotemporal variability of atmospheric water vapor. The integration of GNSS top signals and side rays for tropospheric tomography system...

  • Article
  • Open Access
23 Citations
6,066 Views
21 Pages

8 June 2020

A coastal inundation simulation system was developed for the coast of the Pearl River estuary (PRE), which consists of an assimilation typhoon model and the coupled ADCIRC (Advanced Circulation) + SWAN (Simulating Waves Nearshore) model. The assimila...

  • Article
  • Open Access
31 Citations
5,492 Views
16 Pages

Assessing the Operation Parameters of a Low-altitude UAV for the Collection of NDVI Values Over a Paddy Rice Field

  • Rui Jiang,
  • Pei Wang,
  • Yan Xu,
  • Zhiyan Zhou,
  • Xiwen Luo,
  • Yubin Lan,
  • Genping Zhao,
  • Arturo Sanchez-Azofeifa and
  • Kati Laakso

8 June 2020

Unmanned aerial vehicle (UAV) remote sensing platforms allow for normalized difference vegetation index (NDVI) values to be mapped with a relatively high resolution, therefore enabling an unforeseeable ability to evaluate the influence of the operati...

  • Article
  • Open Access
17 Citations
6,101 Views
11 Pages

Source Model for Sabancaya Volcano Constrained by DInSAR and GNSS Surface Deformation Observation

  • Gregorio Boixart,
  • Luis F. Cruz,
  • Rafael Miranda Cruz,
  • Pablo A. Euillades,
  • Leonardo D. Euillades and
  • Maurizio Battaglia

8 June 2020

Sabancaya is the most active volcano of the Ampato-Sabancaya Volcanic Complex (ASVC) in southern Perú and has been erupting since 2016. The analysis of ascending and descending Sentinel-1 orbits (DInSAR) and Global Navigation Satellite System...

  • Article
  • Open Access
14 Citations
4,366 Views
21 Pages

GPS/BDS-2/Galileo Precise Point Positioning Ambiguity Resolution Based on the Uncombined Model

  • Jin Wang,
  • Guanwen Huang,
  • Qin Zhang,
  • Yang Gao,
  • Yuting Gao and
  • Yiran Luo

8 June 2020

In this study, an uncombined precise point positioning (PPP) model was established and was used for estimating fractional cycle bias (FCB) products and for achieving ambiguity resolution (AR), using GPS, BDS-2, and Galileo raw observations. The uncom...

  • Article
  • Open Access
28 Citations
5,786 Views
15 Pages

Deriving Stand Structural Complexity from Airborne Laser Scanning Data—What Does It Tell Us about a Forest?

  • Dominik Seidel,
  • Peter Annighöfer,
  • Martin Ehbrecht,
  • Paul Magdon,
  • Stephan Wöllauer and
  • Christian Ammer

8 June 2020

The three-dimensional forest structure is an important driver of several ecosystem functions and services. Recent advancements in laser scanning technologies have set the path to measuring structural complexity directly from 3D point clouds. Here, we...

  • Article
  • Open Access
13 Citations
3,932 Views
21 Pages

Permeable Breakwaters Performance Modeling: A Comparative Study of Machine Learning Techniques

  • Mostafa Gandomi,
  • Moharram Dolatshahi Pirooz,
  • Iman Varjavand and
  • Mohammad Reza Nikoo

8 June 2020

The advantage of permeable breakwaters over more traditional types has attracted great interest in the behavior of these structures in the field of engineering. The main objective of this study is to apply 19 well-known machine learning regressors to...

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Remote Sens. - ISSN 2072-4292