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73 Results Found

  • Article
  • Open Access
1 Citations
1,504 Views
24 Pages

28 November 2024

The ICESat-2 Land and Vegetation Height (ATL08) product is a new control point dataset for large-scale topographic mapping and geodetic surveying. However, its elevation accuracy is typically affected by multiple factors. The study aims to propose a...

  • Technical Note
  • Open Access
55 Citations
7,063 Views
17 Pages

13 July 2021

Accurate and detailed information on lake/reservoir water levels and temporal changes around the globe is urgently required for water resource management and related studies. The traditional satellite radar altimeters normally monitor water level cha...

  • Article
  • Open Access
3 Citations
2,613 Views
12 Pages

Refining ICESAT-2 ATL13 Altimetry Data for Improving Water Surface Elevation Accuracy on Rivers

  • Yun Chen,
  • Qihang Liu,
  • Catherine Ticehurst,
  • Chandrama Sarker,
  • Fazlul Karim,
  • Dave Penton and
  • Ashmita Sengupta

11 May 2024

The application of ICESAT-2 altimetry data in river hydrology critically depends on the accuracy of the mean water surface elevation (WSE) at a virtual station (VS) where satellite observations intersect solely with water. It is acknowledged that the...

  • Article
  • Open Access
1 Citations
961 Views
21 Pages

22 May 2025

In earth science research, digital elevation models (DEMs) serve as essential tools for acquiring terrain information. However, existing research has primarily focused on geomorphic units like mountainous and forested regions, while research on extre...

  • Article
  • Open Access
1,056 Views
21 Pages

A Slope Adaptive Bathymetric Method by Integrating ICESat-2 ATL03 Data with Sentinel-2 Images

  • Jizhe Li,
  • Sensen Chu,
  • Qixin Hu,
  • Ziyang Qu,
  • Jinghao Zhang and
  • Liang Cheng

31 August 2025

The detection of seafloor signal photons in various topographies is challenging. Previous research has divided photons into clusters based solely on their density, which is closely related to the settings of the empirical parameters. Inappropriate pa...

  • Article
  • Open Access
22 Citations
4,540 Views
19 Pages

27 September 2020

NASA’s ICESat-2 space-borne photon-counting lidar mission is providing global elevation measurements that will provide significant benefits to a variety of ecosystem related research applications. Given the novelty of elevation and the derived...

  • Article
  • Open Access
51 Citations
7,439 Views
21 Pages

Estimates of Forest Canopy Height Using a Combination of ICESat-2/ATLAS Data and Stereo-Photogrammetry

  • Xiaojuan Lin,
  • Min Xu,
  • Chunxiang Cao,
  • Yongfeng Dang,
  • Barjeece Bashir,
  • Bo Xie and
  • Zhibin Huang

6 November 2020

Forest canopy height is an indispensable forest vertical structure parameter for understanding the carbon cycle and forest ecosystem services. A variety of studies based on spaceborne Lidar, such as ICESat, ICESat-2 and airborne Lidar, were conducted...

  • Article
  • Open Access
37 Citations
6,421 Views
18 Pages

19 December 2019

Accurately mapping burned areas is crucial for the analysis of carbon emissions and wildfire risk as well as understanding the effects of climate change on forest structure. Burned areas have predominantly been mapped using optical remote sensing ima...

  • Article
  • Open Access
9 Citations
3,423 Views
20 Pages

21 June 2024

Digital Elevation Models (DEMs) are a necessity for modelling many large-scale environmental processes. In this study, we investigate the potential of data from two spaceborne lidar altimetry missions, ICESat-2 and GEDI—with respect to their ve...

  • Article
  • Open Access
12 Citations
1,865 Views
23 Pages

6 April 2025

This study evaluates the performance of the ICESat-2 ATL13 altimetry product for estimating water levels in 182 Canadian lakes by integrating satellite-derived observations with in situ gauge measurements and applying spatial filtering using the Hydr...

  • Article
  • Open Access
1,865 Views
27 Pages

18 August 2024

The accurate extraction of river water bodies is crucial for the utilization of water resources and understanding climate patterns. Compared with traditional methods of extracting rivers using remote sensing imagery, the launch of satellite-based pho...

  • Article
  • Open Access
14 Citations
3,415 Views
14 Pages

12 March 2023

NASA’s Ice, Cloud, and land Elevation Satellite-2 (ICESat-2) provides exceptional opportunities for characterizing the structure of ecosystems through the acquisition of along-track, three-dimensional observations. Focusing on canopy cover as a...

  • Article
  • Open Access
24 Citations
3,905 Views
18 Pages

Radiometric Assessment of ICESat-2 over Vegetated Surfaces

  • Amy Neuenschwander,
  • Lori Magruder,
  • Eric Guenther,
  • Steven Hancock and
  • Matt Purslow

8 February 2022

The ice, cloud, and land elevation satellite-2 (ICESat-2) is providing global elevation measurements to the science community. ICESat-2 measures the height of the Earth’s surface using a photon counting laser altimeter, ATLAS (advanced topograp...

  • Article
  • Open Access
68 Citations
5,965 Views
19 Pages

Evaluation of a Statistical Approach for Extracting Shallow Water Bathymetry Signals from ICESat-2 ATL03 Photon Data

  • Heidi Ranndal,
  • Philip Sigaard Christiansen,
  • Pernille Kliving,
  • Ole Baltazar Andersen and
  • Karina Nielsen

6 September 2021

In this study we present and validate a simple empirical method to obtain bathymetry profiles using the geolocated photon data from the Ice, Cloud, and Land Elevation Satellite-2 (ICESat-2) mission, which was launched by NASA in September 2018. The s...

  • Article
  • Open Access
851 Views
25 Pages

25 August 2025

Mountain glaciers are the most direct and sensitive indicators of climate change. In the context of global warming, monitoring changes in glacier elevation has become a crucial issue in modern cryosphere research. The Global Ecosystem Dynamics Invest...

  • Article
  • Open Access
14 Citations
4,721 Views
24 Pages

25 May 2024

Digital elevation models (DEMs) are widely used in digital terrain analysis, global change research, digital Earth applications, and studies concerning natural disasters. In this investigation, a thorough examination and comparison of five open-sourc...

  • Article
  • Open Access
11 Citations
2,145 Views
20 Pages

25 December 2023

The refraction phenomenon causes ICESat-2 nearshore bathymetry errors by deviating seafloor photons’ coordinates. A refraction correction method based on ATL03 photon parameter tracking was proposed to improve the ICESat-2 bathymetry accuracy....

  • Proceeding Paper
  • Open Access
4 Citations
2,082 Views
8 Pages

1 November 2021

Spaceborne sensors are now providing invaluable datasets for the Earth’s surface studies. The Ice, Cloud, and land Elevation Satellite-2 (ICESat-2) with the Advanced Topographic Laser Altimeter System (ATLAS) was launched by NASA on 15 Septembe...

  • Technical Note
  • Open Access
31 Citations
4,722 Views
12 Pages

13 July 2022

The past decade has witnessed the rapid development of the SRTM (Shuttle Radar Topography Mission) DEM (digital elevation model) in engineering applications and scientific research. The near-global SRTM DEM was generated based on radar interference t...

  • Article
  • Open Access
8 Citations
4,087 Views
16 Pages

23 March 2023

Forest canopy cover is an essential biophysical parameter of ecological significance, especially for characterizing woodlands and forests. This research focused on using data from the ICESat-2/ATLAS spaceborne lidar sensor, a photon-counting altimetr...

  • Article
  • Open Access
4 Citations
822 Views
32 Pages

A Direction-Adaptive DBSCAN-Based Method for Denoising ICESat-2 Photon Point Clouds in Forested Environments

  • Congying Zhang,
  • Ruirui Wang,
  • Banghui Yang,
  • Le Yang,
  • Yaoyao Yang,
  • Fei Liu and
  • Kaiwei Xiong

16 March 2025

With the launch of the ICESat-2 satellite, global-scale forest parameter monitoring has entered a new phase. However, the background noise in ICESat-2 lidar data significantly impairs the accuracy of signal photon extraction. This study introduces a...

  • Article
  • Open Access
205 Citations
10,621 Views
13 Pages

20 July 2019

NASA’s Ice, Cloud and Land Elevation Satellite-2 (ICESat-2) launched in fall 2018 and has since collected continuous elevation data over the Earth’s surface. The primary scientific objective is to measure the cryosphere for studies relate...

  • Technical Note
  • Open Access
12 Citations
3,683 Views
15 Pages

Consolidating ICESat-2 Ocean Wave Characteristics with CryoSat-2 during the CRYO2ICE Campaign

  • Bjarke Nilsson,
  • Ole Baltazar Andersen,
  • Heidi Ranndal and
  • Mikkel Lydholm Rasmussen

8 March 2022

Using the Ice, Cloud, and land Elevation Satellite 2 (ICESat-2) global high-resolution elevation measurements, it is possible to distinguish individual surface ocean waves. With the vast majority of ocean surveying missions using radar satellites, IC...

  • Article
  • Open Access
17 Citations
3,323 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
5 Citations
3,231 Views
22 Pages

24 February 2022

NASA’s Ice, Cloud and land Elevation Satellite-2 (ICESat-2) mission was launched in September 2018. The sole instrument onboard ICESat-2 is ATLAS, a highly precise laser that now provides routine, very-high-resolution, surface height measuremen...

  • Article
  • Open Access
10 Citations
2,062 Views
26 Pages

Improved Mapping of Regional Forest Heights by Combining Denoise and LightGBM Method

  • Mengting Sang,
  • Hai Xiao,
  • Zhili Jin,
  • Junchen He,
  • Nan Wang and
  • Wei Wang

21 November 2023

Currently, the integration of satellite-based LiDAR (ICESat-2) and continuous remote sensing imagery has been extensively applied to mapping forest canopy height over large areas. A considerable fraction of low-quality photons exists in ICESAT-2/ATL0...

  • Article
  • Open Access
7 Citations
3,775 Views
20 Pages

19 June 2022

The Ice, Cloud, and Land Elevation Satellite-2 (ICESat-2) with its land and vegetation height data product (ATL08), and Global Ecosystem Dynamics Investigation (GEDI) with its terrain elevation and height metrics data product (GEDI Level 2A) missions...

  • Article
  • Open Access
10 Citations
4,018 Views
19 Pages

Weekly Mapping of Sea Ice Freeboard in the Ross Sea from ICESat-2

  • YoungHyun Koo,
  • Hongjie Xie,
  • Nathan T. Kurtz,
  • Stephen F. Ackley and
  • Alberto M. Mestas-Nuñez

19 August 2021

NASA’s ICESat-2 has been providing sea ice freeboard measurements across the polar regions since October 2018. In spite of the outstanding spatial resolution and precision of ICESat-2, the spatial sparsity of the data can be a critical issue for sea...

  • Article
  • Open Access
1 Citations
2,005 Views
21 Pages

21 May 2024

Accurate forest structural parameters (such as forest height and canopy cover) support forest carbon monitoring, sustainable forest management, and the implementation of silvicultural practices. The Ice, Cloud, and land Elevation Satellite-2 (ICESat-...

  • Communication
  • Open Access
22 Citations
4,419 Views
12 Pages

17 May 2022

The monitoring and analysis of the water level in the Mekong River is of major importance in water resources security, management, and geostrategic cooperation. This study proposed a new approach for monitoring and analysis of changes in water level...

  • Article
  • Open Access
1 Citations
1,383 Views
27 Pages

ICESat-2 Performance for Terrain and Canopy Height Retrieval in Complex Mountainous Environments

  • Lianjin Fu,
  • Qingtai Shu,
  • Cuifen Xia,
  • Zeyu Li,
  • Xiao Zhang and
  • Yiran Zhang

30 May 2025

Accurate estimation of forest canopy height and understory terrain in mountainous regions is crucial for carbon stock assessment under the Paris Agreement but remains challenging. This study aimed to evaluate ICESat-2’s performance in these com...

  • Article
  • Open Access
2 Citations
990 Views
27 Pages

4 March 2025

Inland lakes and reservoirs are critical components of global freshwater resources. However, traditional water level monitoring stations are costly to establish and maintain, particularly in remote areas. As an alternative, satellite altimetry has be...

  • Article
  • Open Access
760 Views
19 Pages

Estimation of Forest Stock Volume in Complex Terrain Using Spaceborne Lidar

  • Yiran Zhang,
  • Qingtai Shu,
  • Xiao Zhang,
  • Zeyu Li and
  • Lianjin Fu

29 August 2025

In forest remote sensing monitoring of complex terrain, spaceborne lidar data has become a key technology for obtaining large-scale forest structure parameters due to its uniquethree-dimensional observation capabilities. However, in complex terrain c...

  • Article
  • Open Access
4 Citations
4,095 Views
17 Pages

Ice Sheet Topography from a New CryoSat-2 SARIn Processing Chain, and Assessment by Comparison to ICESat-2 over Antarctica

  • Jérémie Aublanc,
  • Pierre Thibaut,
  • Amandine Guillot,
  • François Boy and
  • Nicolas Picot

9 November 2021

In this study, we present a new level-2 processing chain dedicated to the CryoSat-2 Synthetic Aperture Radar Interferometric (SARIn) measurements acquired over ice sheets. Compared to the ESA ground segment processor, it includes revised methods to d...

  • Article
  • Open Access
5 Citations
3,517 Views
21 Pages

An Improved Algorithm for the Retrieval of the Antarctic Sea Ice Freeboard and Thickness from ICESat-2 Altimeter Data

  • Xiaoping Pang,
  • Yizhuo Chen,
  • Qing Ji,
  • Guoyuan Li,
  • Lijian Shi,
  • Musheng Lan and
  • Zeyu Liang

22 February 2022

ICESat-2 altimeter data could be used to estimate sea ice freeboard and thickness values with a higher measuring accuracy than that achievable with data provided by previous altimeter satellites. This study developed an improved algorithm considering...

  • Article
  • Open Access
45 Citations
5,639 Views
18 Pages

29 June 2020

As a continuation of Ice, Cloud, and Land Elevation Satellite-1 (ICESat-1), the ICESat-2/Advanced Topographic Laser Altimeter System (ATLAS) employs a micro-pulse multi-beam photon counting approach to produce photon data for measuring global terrain...

  • Article
  • Open Access
18 Citations
4,217 Views
17 Pages

9 November 2022

The availability of canopy height information in the Ice, Cloud, and Land Elevation Satellite-2’s (ICESat-2’s) land and vegetation product, or ATL08, presents opportunities for developing full-coverage products over broad spatial scales....

  • Article
  • Open Access
11 Citations
2,883 Views
19 Pages

Monitoring Coastal Waves with ICESat-2

  • James T. Dietrich,
  • Lori A. Magruder and
  • Matthew Holwill

30 October 2023

The coastal zone faces an ever-growing risk associated with climate-driven change, including sea level rise and increased frequency of extreme natural hazards. Often the location and dynamism of coastal regions makes them a formidable environment to...

  • Article
  • Open Access
4 Citations
1,643 Views
21 Pages

27 October 2023

Laser altimetry data from the Ice, Cloud, and land Elevation Satellite-2 (ICESat-2) contain a lot of noise, which necessitates the requirement for a signal photon extraction method. In this study, we propose a density clustering method, which combine...

  • Article
  • Open Access
32 Citations
4,768 Views
31 Pages

25 February 2021

The Ice, Cloud, and land Elevation Satellite-2 (ICESat-2) can measure the elevations of the Earth’s surface using a sampling strategy with unprecedented spatial detail. In the daytime of mountainous areas where the signal–noise ratio (SNR) of weak be...

  • Article
  • Open Access
674 Views
25 Pages

An Improved Size and Direction Adaptive Filtering Method for Bathymetry Using ATLAS ATL03 Data

  • Lei Kuang,
  • Mingquan Liu,
  • Dongfang Zhang,
  • Chengjun Li and
  • Lihe Wu

30 June 2025

The Advanced Topographic Laser Altimeter System (ATLAS) on the Ice, Cloud, and Land Elevation Satellite-2 (ICESat-2) employs a photon-counting detection mode with a 532 nm laser to obtain high-precision Earth surface elevation data and offers a new r...

  • Article
  • Open Access
8 Citations
2,648 Views
23 Pages

22 March 2024

The highly accurate data of topography and bathymetry are fundamental to ecological studies and policy decisions for coastal zones. Currently, the automatic extraction and classification of signal photons in coastal zones is a challenging problem, es...

  • Article
  • Open Access
102 Citations
10,688 Views
16 Pages

Using ICESat-2 to Estimate and Map Forest Aboveground Biomass: A First Example

  • Lana L. Narine,
  • Sorin C. Popescu and
  • Lonesome Malambo

4 June 2020

National Aeronautics and Space Administration’s (NASA’s) Ice, Cloud, and land Elevation Satellite-2 (ICESat-2) provides rich insights over the Earth’s surface through elevation data collected by its Advanced Topographic Laser Altime...

  • Article
  • Open Access
4 Citations
2,077 Views
17 Pages

Lake Ice Thickness Retrieval Method with ICESat-2-Assisted CyroSat-2 Echo Peak Selection

  • Hao Ye,
  • Guowang Jin,
  • Hongmin Zhang,
  • Xin Xiong,
  • Jiahao Li and
  • Jiajun Wang

31 January 2024

Lake ice thickness (LIT) is one of the key climate variables in the lake ice domain, but there are currently large uncertainties in the retrieval of LIT. We present and validate a new LIT retrieval method that utilizes ICESat-2 data to assist CryoSat...

  • Article
  • Open Access
1,081 Views
20 Pages

27 December 2024

The intertidal zone, as a dynamic ecosystem at the interface of land and sea, plays a critical role in environmental protection and disaster mitigation. The Ice, Cloud, and Land Elevation Satellite-2 (ICESat-2) is equipped with the Advanced Topograph...

  • Article
  • Open Access
2,075 Views
16 Pages

Seasonal and Interannual Variations in Sea Ice Thickness in the Weddell Sea, Antarctica (2019–2022) Using ICESat-2

  • Mansi Joshi,
  • Alberto M. Mestas-Nuñez,
  • Stephen F. Ackley,
  • Stefanie Arndt,
  • Grant J. Macdonald and
  • Christian Haas

21 October 2024

The sea ice extent in the Weddell Sea exhibited a positive trend from the start of satellite observations in 1978 until 2016 but has shown a decreasing trend since then. This study analyzes seasonal and interannual variations in sea ice thickness usi...

  • Proceeding Paper
  • Open Access
7 Citations
3,955 Views
19 Pages

1 November 2021

The use of remote sensing for urban monitoring is a very reliable and cost-effective method for studying urban expansion in horizontal and vertical dimensions. The advantage of multi-temporal spatial data and high data accuracy is useful in mapping u...

  • Article
  • Open Access
8 Citations
3,906 Views
25 Pages

Automated Building Height Estimation Using Ice, Cloud, and Land Elevation Satellite 2 Light Detection and Ranging Data and Building Footprints

  • Panli Cai,
  • Jingxian Guo,
  • Runkui Li,
  • Zhen Xiao,
  • Haiyu Fu,
  • Tongze Guo,
  • Xiaoping Zhang,
  • Yashuai Li and
  • Xianfeng Song

9 January 2024

Accurately estimating building heights is crucial for various applications, including urban planning, climate studies, population estimation, and environmental assessment. However, this remains a challenging task, particularly for large areas. Satell...

  • Article
  • Open Access
598 Views
30 Pages

A Linear Feature-Based Method for Signal Photon Extraction and Bathymetric Retrieval Using ICESat-2 Data

  • Zhenwei Shi,
  • Jianzhong Li,
  • Ze Yang,
  • Hui Long,
  • Hongwei Cui,
  • Shibin Zhao,
  • Xiaokai Li and
  • Qiang Li

12 August 2025

The ATL03 data from the photon-counting LiDAR onboard the Ice, Cloud, and Land Elevation Satellite-2 (ICESat-2) holds substantial potential for shallow-water bathymetry due to its high sensitivity and broad spatial coverage. However, distinguishing s...

  • Article
  • Open Access
1 Citations
1,368 Views
22 Pages

Evaluation of ICESat-2 ATL09 Atmospheric Products Using CALIOP and MODIS Space-Based Observations

  • Kenneth E. Christian,
  • Stephen P. Palm,
  • John E. Yorks and
  • Edward P. Nowottnick

30 January 2025

Since its launch in 2018, the Ice, Cloud, and Land Elevation Satellite-2 (ICESat-2) mission has provided atmospheric products, including calibrated backscatter profiles and cloud and aerosol layer detection. While not the primary focus of the mission...

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