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199 Results Found

  • Article
  • Open Access
60 Citations
10,310 Views
18 Pages

21 July 2021

Accurately building height estimation from remote sensing imagery is an important and challenging task. However, the existing shadow-based building height estimation methods have large errors due to the complex environment in remote sensing imagery....

(This article belongs to the Special Issue 3D Reconstruction Based on Remote Sensing Imagery and Lidar Point Cloud)
  • Article
  • Open Access
1 Citations
2,522 Views
14 Pages

29 July 2021

Currently, the research on the inversion of wave height by using the shadow statistical method attracts more attention, due to the benefit of without external calibration equipment. Under the assumption of the sea wave satisfying the ideal first-orde...

(This article belongs to the Section Information Processes)
  • Article
  • Open Access
1 Citations
517 Views
30 Pages

A significant wave height (SWH) estimation method for X-band ocean radar images based on the shadow modulation principle is studied. The conventional shadow method obtains the wave steepness by analyzing the bright and dark patterns in the radar imag...

(This article belongs to the Section Ocean Engineering)
  • Article
  • Open Access
9 Citations
9,911 Views
31 Pages

1 April 2022

The shadow-height method has been extensively used to extract the heights of buildings from the shadows they cast in non-stereo (single view) aerial and satellite imagery. However, the use of this method in Earth sciences has been limited, partially...

(This article belongs to the Section Earth Observation Data)
  • Article
  • Open Access
285 Views
23 Pages

25 September 2026

The three-dimensional fast Fourier transform (3D FFT) spectral analysis approach is the mainstream technique for retrieving significant wave height (SWH) from X-band marine radar image sequences by using the extracted wave signal-to-noise ratio (SNR)...

(This article belongs to the Section Information Processes)
  • Article
  • Open Access
1,396 Views
23 Pages

Estimation of Wind Turbine Heights with Shadows Using Gaofen-2 Satellite Imagery

  • Jiaguo Li,
  • Xinyue Cui,
  • Xingfeng Chen,
  • Hui Gong and ,
  • Mei Hu,
  • Limin Zhao,
  • Yanping Wang,
  • Kun Liu,
  • Shumin Liu and
  • Yunli Zhang
  • + 5 authors+ 0 author

19 February 2026

Using high-resolution remote sensing imagery to obtain the wind turbine height is a fast and effective method for monitoring the status of wind turbines after natural disasters such as earthquakes, landslides, and typhoons. A height estimation method...

(This article belongs to the Special Issue Remote Sensing Image Processing, Analysis and Application)
  • Article
  • Open Access
1 Citations
511 Views
21 Pages

X-band marine radar shadow features are widely applied to wave height estimation. Since the shadow fraction rises with the distance from the radar antenna, wave slope estimation is sensitive to the selected analysis region. To resolve this issue, a w...

(This article belongs to the Section Ocean Engineering)
  • Article
  • Open Access
32 Citations
4,484 Views
17 Pages

30 July 2023

Building height serves as an essential feature of urban morphology that provides valuable insights into human socio-cultural behaviors and their impact on the environment in an urban milieu. However, openly accessible building height information at t...

  • Article
  • Open Access
30 Citations
6,650 Views
20 Pages

21 August 2017

In this paper, the retrieving significant wave height from X-band marine radar images based on shadow statistics is investigated, since the retrieving accuracy can not be seriously affected by environmental factors and the method has the advantage of...

(This article belongs to the Section Ocean Remote Sensing)
  • Article
  • Open Access
1,985 Views
21 Pages

1 January 2026

Low clouds significantly impact weather, climate, and multiple environmental and economic sectors such as agriculture, fire risk management, aviation, and renewable energy. Accurate knowledge of cloud base height (CBH) is critical for optimizing crop...

  • Article
  • Open Access
404 Views
25 Pages

Deriving Wave Height Using Image Shadow Feature and Extracted Principal Component

  • Yang Meng,
  • Jinda Wang,
  • Tao Zhou,
  • Fei Niu and
  • Yanbo Wei

5 August 2026

Benefiting from the merit of independent calibration without external reference, the shadow feature is investigated to retrieve wave steepness and wave height from X-band marine radar images. However, the wave period is currently required. Although t...

(This article belongs to the Section Information Processes)
  • Article
  • Open Access
17 Citations
4,988 Views
23 Pages

Plume Height Time-Series Retrieval Using Shadow in Single Spatial Resolution Satellite Images

  • Sophie Pailot-Bonnétat,
  • Andrew J. L. Harris,
  • Sonia Calvari,
  • Marcello De Michele and
  • Lucia Gurioli

3 December 2020

Volcanic plume height is a key parameter in retrieving plume ascent and dispersal dynamics, as well as eruption intensity; all of which are crucial for assessing hazards to aircraft operations. One way to retrieve cloud height is the shadow technique...

(This article belongs to the Special Issue Volcanic Processes Monitoring and Hazard Assessment Using Integration of Remote Sensing and Ground-Based Techniques)
  • Article
  • Open Access
20 Citations
13,462 Views
23 Pages

3 April 2019

The purpose of this study is to obtain oil tank volumes from high-resolution satellite imagery to meet the need to measure oil tank volume globally. A preprocessed remote sensing HSV image is used to extract the shadow of the oil tank by Otsu thresho...

(This article belongs to the Special Issue Image Optimization in Remote Sensing)
  • Article
  • Open Access
8 Citations
3,926 Views
17 Pages

Detection and Classification of Buildings by Height from Single Urban High-Resolution Remote Sensing Images

  • Hongya Zhang,
  • Chi Xu,
  • Zhongjie Fan,
  • Wenzhuo Li and ,
  • Kaimin Sun and
  • Deren Li
  • + 1 author+ 0 author

27 September 2023

Recent improvements in remote sensing technologies have boosted building detection techniques from rough classifications using moderate resolution imagery to precise extraction from high-resolution imagery. Shadows frequently emerge in high-resolutio...

(This article belongs to the Special Issue Applications of Remote Sensing and GIS in Land and Soil Resources)
  • Article
  • Open Access
1 Citations
1,244 Views
27 Pages

9 May 2026

High-resolution multispectral remote sensing imagery for accurate building footprint extraction and reliable height estimation often faces numerous challenges in complex urban environments with diverse building structures, heterogeneous shadow patter...

(This article belongs to the Section Remote Sensing Image Processing)
  • Article
  • Open Access
5 Citations
1,338 Views
27 Pages

Single-Image Building Height Estimation Using Spatial Distribution-Aware Optimization in Complex Urban Areas

  • Yakun Xie,
  • Jiaxing Tu,
  • Yaoji Zhao,
  • Ruifeng Xia and ,
  • Wen Song,
  • Dejun Feng and
  • Ya Hu
  • + 2 authors+ 0 author

5 March 2026

Building height is a fundamental parameter for characterizing urban three-dimensional structure and supporting applications such as urban planning, population estimation, and energy assessment. However, traditional shadow-based height inversion metho...

(This article belongs to the Section Remote Sensing Image Processing)
  • Article
  • Open Access
13 Citations
4,450 Views
17 Pages

Effectively Extracting Iceberg Freeboard Using Bi-Temporal Landsat-8 Panchromatic Image Shadows

  • Zhenfu Guan,
  • Xiao Cheng,
  • Yan Liu,
  • Teng Li and ,
  • Baogang Zhang and
  • Zhitong Yu
  • + 1 author+ 0 author

26 January 2021

The freshwater flux from icebergs into the Southern Ocean plays an important role in the global climate through its impact on the deep-water formation. Large uncertainties exist in the ice volume transported by Southern Ocean icebergs due to the spar...

(This article belongs to the Special Issue Polar Sea Ice: Detection, Monitoring and Modeling)
  • Article
  • Open Access
7 Citations
3,929 Views
20 Pages

Estimation of Significant Wave Height Using Wave-Radar Images

  • Jae-Hoon Lee,
  • Yoon-Seo Nam,
  • Jaehak Lee,
  • Yuming Liu and
  • Yonghwan Kim

Characteristics of random ocean waves have been measured by different devices, and X-band marine radar is one of the typical devices. This study proposes an enhanced methodology for estimating the significant wave height of ocean waves through the an...

(This article belongs to the Special Issue Computational Fluid Dynamics Simulation of Floating Offshore Structures—2nd Edition)
  • Article
  • Open Access
9 Citations
2,221 Views
25 Pages

A Method of Extracting the SWH Based on a Constituted Wave Slope Feature Vector (WSFV) from X-Band Marine Radar Images

  • Yanbo Wei,
  • Yujie Wang,
  • Chendi He,
  • Huili Song and ,
  • Zhizhong Lu and
  • Hui Wang
  • + 1 author+ 0 author

14 November 2023

The shadow statistical method (SSM) used for extracting the significant wave height (SWH) from X-band marine radar images was further investigated because of its advantage of not requiring an external reference for calibration. Currently, a fixed sha...

(This article belongs to the Special Issue Artificial Intelligence and Big Data for Oceanography)
  • Article
  • Open Access
21 Citations
6,556 Views
21 Pages

Reconstruction of 3D Information of Buildings from Single-View Images Based on Shadow Information

  • Zhixin Li,
  • Song Ji,
  • Dazhao Fan,
  • Zhen Yan and ,
  • Fengyi Wang and
  • Ren Wang
  • + 1 author+ 0 author

Accurate building geometry information is crucial for urban planning in constrained spaces, fueling the growing demand for large-scale, high-precision 3D city modeling. Traditional methods like oblique photogrammetry and LiDAR prove time consuming an...

  • Article
  • Open Access
1 Citations
1,380 Views
25 Pages

RDAH-Net: Bridging Relative Depth and Absolute Height for Monocular Height Estimation in Remote Sensing

  • Liting Jiang,
  • Feng Wang,
  • Niangang Jiao,
  • Jingxing Zhu and ,
  • Yuming Xiang and
  • Hongjian You
  • + 1 author+ 0 author

29 March 2026

Generating high-precision normalized digital surface models (nDSMs) from a single remote sensing image remains a challenging and ill-posed problem due to the absence of reliable geometric constraints. In this work, we show that monocular depth provid...

(This article belongs to the Special Issue 3D City Modeling and Observation Using Remote Sensing and Artificial Intelligence)
  • Article
  • Open Access
9 Citations
3,035 Views
28 Pages

31 August 2024

With a primary focus on sunlight and building shadows, we studied the impact of residential building orientation angles, building heights, and area combinations, as well as the underlying surface materials, on the outdoor thermal environment in Chang...

(This article belongs to the Section Building Energy, Physics, Environment, and Systems)
  • Article
  • Open Access
1 Citations
2,199 Views
7 Pages

9 April 2024

One nappe of a right circular cone, cut by a transverse plane, splits the cone into an infinite frustum and a cone with an elliptical section of finite volume. There is a standard way of computing this finite volume, which involves finding the parame...

  • Article
  • Open Access
3 Citations
3,719 Views
14 Pages

Due to the precursor gas flow in the focused ion beam induced deposition process, a shadow effect appears behind the shading structures. This article carries out experiments with phenanthrene as the precursor gas and establishes a numerical model to...

(This article belongs to the Section Nanofabrication and Nanomanufacturing)
  • Article
  • Open Access
24 Citations
7,177 Views
20 Pages

Cloud and Cloud-Shadow Detection for Applications in Mapping Small-Scale Mining in Colombia Using Sentinel-2 Imagery

  • Elsy Ibrahim,
  • Jingyi Jiang,
  • Luisa Lema,
  • Pierre Barnabé and ,
  • Gregory Giuliani,
  • Pierre Lacroix and
  • Eric Pirard
  • + 2 authors+ 0 author

17 February 2021

Small-scale placer mining in Colombia takes place in rural areas and involves excavations resulting in large footprints of bare soil and water ponds. Such excavated areas comprise a mosaic of challenging terrains for cloud and cloud-shadow detection...

  • Article
  • Open Access
22 Citations
5,711 Views
21 Pages

Building Shadow Detection on Ghost Images

  • Guoqing Zhou and
  • Hongjun Sha

19 February 2020

Although many efforts have been made on building shadow detection from aerial images, little research on simultaneous shadows detection on both building roofs and grounds has been presented. Hence, this paper proposes a new method for simultaneous sh...

(This article belongs to the Section Urban Remote Sensing)
  • Article
  • Open Access
9 Citations
4,701 Views
18 Pages

Post-Processing for Shadow Detection in Drone-Acquired Images Using U-NET

  • Siti-Aisyah Zali,
  • Shahbe Mat-Desa,
  • Zarina Che-Embi and
  • Wan-Noorshahida Mohd-Isa

Shadows in drone images commonly appear in various shapes, sizes, and brightness levels, as the images capture a wide view of scenery under many conditions, such as varied flying height and weather. This property of drone images leads to a major prob...

(This article belongs to the Collection Computer Vision, Deep Learning and Machine Learning with Applications)
  • Article
  • Open Access
5 Citations
2,468 Views
24 Pages

28 April 2025

Shadow in remote sensing images can obscure important details of land features, making shadow detection crucial for enhancing the accuracy of subsequent analyses and applications. Current shadow detection methods primarily rely on the spectral inform...

(This article belongs to the Section Aerospace Science and Engineering)
  • Article
  • Open Access
1 Citations
1,599 Views
15 Pages

Assessment of Interstitial Woody Plantings in North–South Axis Solar-Tracking Photovoltaic Systems: Balancing Shading Impact and Landscape Integration

  • Miguel Gómez Villarino,
  • Pablo Serrano Drozdowskyj,
  • Jesús López-Santiago,
  • Alejandro Gómez Villarino and
  • María Teresa Gómez-Villarino

13 March 2025

This paper evaluates the feasibility of integrating interstitial woody plantings into north–south axis solar-tracking photovoltaic (PV) systems in Spain to enhance landscape integration while minimizing shading. A computational model based on a...

(This article belongs to the Special Issue Integration of Agriculture and Solar Energy Production: Advances and Challenges in Agrivoltaic Systems)
  • Article
  • Open Access
13 Citations
7,004 Views
21 Pages

The Use of Deep Learning Methods for Object Height Estimation in High Resolution Satellite Images

  • Szymon Glinka,
  • Jarosław Bajer,
  • Damian Wierzbicki,
  • Kinga Karwowska and
  • Michal Kedzierski

29 September 2023

Processing single high-resolution satellite images may provide a lot of important information about the urban landscape or other applications related to the inventory of high-altitude objects. Unfortunately, the direct extraction of specific features...

(This article belongs to the Section Remote Sensors)
  • Article
  • Open Access
12 Citations
5,011 Views
19 Pages

20 August 2021

After a major earthquake in a dense urban area, the spatial distribution of heavily damaged buildings is indicative of the impact of the event on public safety. Timely assessment of the locations of severely damaged buildings and their damage morphol...

(This article belongs to the Special Issue Optical Remote Sensing Applications in Urban Areas)
  • Article
  • Open Access
4 Citations
872 Views
22 Pages

A Shadow Geometry Approach for Olive Tree Canopy Volume Estimation Using WorldView-3 Multispectral Imagery

  • Raffaella Brigante,
  • Valerio Baiocchi,
  • Laura Marconi,
  • Alessandra Vinci and ,
  • Roberto Calisti,
  • Luca Regni,
  • Fabio Radicioni and
  • Primo Proietti
  • + 3 authors+ 0 author

4 March 2026

The accurate estimation of tree canopy volume is fundamental in precision agriculture for quantifying vegetation structure, biomass, and productivity in perennial cropping systems. This study investigates a shadow geometry approach for estimating oli...

  • Article
  • Open Access
13 Citations
4,361 Views
23 Pages

An Illumination-Invariant Shadow-Based Scene Matching Navigation Approach in Low-Altitude Flight

  • Huaxia Wang,
  • Yongmei Cheng,
  • Nan Liu,
  • Yongqiang Zhao and ,
  • Jonathan Cheung-Wai Chan and
  • Zhenwei Li
  • + 1 author+ 0 author

9 August 2022

Differences in acquisition time, light conditions, and viewing angle create significant differences among the airborne remote sensing images from Unmanned Aerial Vehicles (UAVs). Real-time scene matching navigation applications based on fixed referen...

  • Article
  • Open Access
20 Citations
5,201 Views
19 Pages

10 October 2023

In urban thermal environment research (UTE), urban shadows formed by buildings and trees contribute to significant variations in thermal conditions, particularly during the mid-day period. This study investigated the multi-scale effects of indicators...

(This article belongs to the Special Issue Remote Sensing Applications for Interaction between Urbanization and Eco-Environment)
  • Article
  • Open Access
38 Citations
8,271 Views
22 Pages

22 September 2016

Land cover mapping of the urban environment by means of remote sensing remains a distinct challenge due to the strong spectral heterogeneity and geometric complexity of urban scenes. Airborne imaging spectroscopy and laser altimetry have each made re...

  • Article
  • Open Access
22 Citations
8,630 Views
16 Pages

21 October 2016

In an urban area, the roof is the only available surface that can be utilized for installing solar photovoltaics (PV), and the active surface area depends on the type of roof. Shadows on a solar panel can be caused by nearby tall buildings, construct...

  • Article
  • Open Access
6 Citations
2,683 Views
22 Pages

Refined 3D Solar Temperature Field and Effect Simulation of Ultra-High Steel Bridge Pylon

  • Yongjian Liu,
  • Shi Han,
  • Boxu Gong,
  • Zhuang Wang and ,
  • Jiang Liu and
  • Zhenlong Shen
  • + 1 author+ 0 author

30 March 2023

In order to accurately calculate the sunshine-induced temperature effect of an ultra-high bridge pylon, a refined numerical simulation model for the 3D bridge temperature field was established based on the proposed automatic sunshine shadow recogniti...

(This article belongs to the Section Civil Engineering)
  • Article
  • Open Access
1 Citations
3,566 Views
22 Pages

23 October 2024

Clouds and their shadows significantly affect satellite imagery, resulting in a loss of radiometric information in the shadowed areas. This loss reduces the accuracy of land cover classification and object detection. Among various cloud shadow detect...

(This article belongs to the Section Remote Sensing Image Processing)
  • Article
  • Open Access
7 Citations
4,505 Views
19 Pages

25 March 2019

Feature extraction in cloud shadows is a difficult problem in the field of optical remote sensing. The key to solving this problem is to improve the accuracy of classification algorithms by fusing multi-source remotely sensed data. Hyperspectral data...

(This article belongs to the Special Issue Hyperspectral Imagery for Urban Environment)
  • Article
  • Open Access
1,621 Views
19 Pages

14 June 2025

Global warming and intensified human activities increase flood disasters, causing annual casualties and economic losses. Mountain shadows are a major source of interference in floodwater extraction from SAR imagery, severely impacting the accuracy of...

(This article belongs to the Section Hydrology)
  • Proceeding Paper
  • Open Access
5 Citations
3,526 Views
9 Pages

Cloud-Base Height Estimation Based on CNN and All Sky Images

  • Emanuele Ogliari,
  • Alfredo Nespoli,
  • Elena Collino and
  • Dario Ronzio

Among several meteorological parameters, Cloud-Base Height is employed in many applications to provide operational and real-time cloud-base information to the aviation industry, to initialize Numeric Weather Prediction models and to validate climate...

(This article belongs to the Proceedings of The 8th International Conference on Time Series and Forecasting)
  • Article
  • Open Access
155 Citations
10,645 Views
23 Pages

30 March 2020

Although various linear log-distance path loss models have been developed for wireless sensor networks, advanced models are required to more accurately and flexibly represent the path loss for complex environments. This paper proposes a machine learn...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
37 Citations
7,924 Views
27 Pages

Fine-Scale Population Estimation by 3D Reconstruction of Urban Residential Buildings

  • Shixin Wang,
  • Ye Tian,
  • Yi Zhou,
  • Wenliang Liu and
  • Chenxi Lin

21 October 2016

Fine-scale population estimation is essential in emergency response and epidemiological applications as well as urban planning and management. However, representing populations in heterogeneous urban regions with a finer resolution is a challenge. Th...

(This article belongs to the Special Issue Urban Remote Sensing: Monitoring, Synthesis and Modeling in the Urban Environment)
  • Article
  • Open Access
24 Citations
7,030 Views
20 Pages

Application of Artificial Neural Networks for Noise Barrier Optimization

  • Paulo Henrique Trombetta Zannin,
  • Eriberto Oliveira Do Nascimento,
  • Elaine Carvalho Da Paz and
  • Felipe Do Valle

In the modern world, noise pollution continues to be a major problem that impairs people’s health, and road traffic is a primary contributor to noise emissions. This article describes an environmental impact study of the noise generated by the...

(This article belongs to the Special Issue New Solutions Mitigating Environmental Noise Pollution)
  • Article
  • Open Access
50 Citations
10,264 Views
21 Pages

25 February 2016

Forest gaps are important structural elements in forest ecology to which various conservation-relevant, photophilic species are associated. To automatically map forest gaps and detect their changes over time, we developed a method based on Digital Su...

(This article belongs to the Special Issue Remote Sensing of Biodiversity)
  • Article
  • Open Access
4 Citations
1,071 Views
25 Pages

Scour around two compound piles (CPs) in tandem, side-by-side (SBS), and staggered arrangements is investigated through experiments. Each CP has a larger diameter foundation, which is partially buried, and a smaller diameter top part with a diameter...

(This article belongs to the Special Issue Wave–Structure–Seabed Interaction)
  • Article
  • Open Access
9 Citations
4,780 Views
17 Pages

The shadow fraction of the canopy is an important factor in Bidirectional Reflectance Distribution Function (BRDF) and in estimating physical quantities, such as tree height and biomass. Shadows are used as a shielding ratio for direct solar irradian...

  • Article
  • Open Access
23 Citations
5,136 Views
24 Pages

Assessment of Outdoor Air Temperature with Different Shaded Area within an Urban University Campus in Hot-Humid Climate

  • Sheikh Ahmad Zaki,
  • Siti Wan Syahidah,
  • Mohd Fairuz Shahidan,
  • Mardiana Idayu Ahmad and ,
  • Fitri Yakub,
  • Mohamad Zaki Hassan and
  • Mohd Yusof Md Daud
  • + 2 authors+ 0 author

16 July 2020

This study investigated the variation of outdoor air temperature in the shaded area covered by buildings in an urban university campus in Malaysia. In-situ field measurements were conducted to measure the distribution of outdoor air temperature at ei...

(This article belongs to the Special Issue Urban Forestry and Urban Green Management: Promoting Sustainable Urban Tree Populations)
  • Article
  • Open Access
18 Citations
8,271 Views
19 Pages

22 September 2021

Urban areas have very complex spatial structures. These spatial structures are primarily composed of a complex network of built environments, which evolve rapidly as the cities expand to meet the growing population’s demand and economic development....

(This article belongs to the Special Issue Remote Sensing of Urban Impervious Surfaces: Mapping, Monitoring, and Modeling the Dynamics of Urban Impervious Surfaces with Multisource Remote Sensing Data)
  • Article
  • Open Access
23 Citations
4,606 Views
25 Pages

8 March 2024

Extracting buildings in urban scenes from remote sensing images is crucial for the construction of digital cities, urban monitoring, urban planning, and autonomous driving. Traditional methods generally rely on shadow detection or stereo matching fro...

(This article belongs to the Special Issue Advanced Machine Learning Approaches for Analysis of Remote Sensing Images)

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