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52 Results Found

  • Article
  • Open Access
26 Citations
5,676 Views
22 Pages

Validation of GRACE and GRACE-FO Mascon Data for the Study of Polar Motion Excitation

  • Justyna Śliwińska,
  • Małgorzata Wińska and
  • Jolanta Nastula

17 March 2021

In this study, we calculate the hydrological plus cryospheric excitation of polar motion (hydrological plus cryospheric angular momentum, HAM/CAM) using mascon solutions based on observations from the Gravity Recovery and Climate Experiment (GRACE) a...

(This article belongs to the Special Issue Geodesy for Gravity and Height Systems)
  • Article
  • Open Access
14 Citations
3,564 Views
15 Pages

Using Downscaled GRACE Mascon Data to Assess Total Water Storage in Mississippi Alluvial Plain Aquifer

  • Zahra Ghaffari,
  • Greg Easson,
  • Lance D. Yarbrough,
  • Abdel Rahman Awawdeh and ,
  • Md Nasrat Jahan and
  • Anupiya Ellepola
  • + 1 author+ 0 author

15 July 2023

The importance of high-resolution and continuous hydrologic data for monitoring and predicting water levels is crucial for sustainable water management. Monitoring Total Water Storage (TWS) over large areas by using satellite images such as Gravity R...

(This article belongs to the Section Remote Sensors)
  • Article
  • Open Access
1 Citations
3,274 Views
19 Pages

Study of the Buried Basin C-H, Based on the Multi-Source Remote Sensing Data

  • Xiaojian Xu,
  • Teng Hu,
  • Zhizhong Kang,
  • Xing Du and
  • Lin Zhao

22 October 2022

We use multi-source remote sensing data to identify the details of a mascon south-east of the lunar Copernicus crater. Studies of the topography, gravity, geochronology and mineral are combined to prove that the mascon is a buried peak-ring basin wit...

(This article belongs to the Special Issue Planetary Geologic Mapping and Remote Sensing)
  • Article
  • Open Access
6 Citations
2,925 Views
16 Pages

28 October 2022

Aliasing error induced by tide-related high frequency mass variations is one of the most significant errors in the Gravity Recovery and Climate Experiment (GRACE). In the present work, we evaluated the 161.0-day S2, 171.2-day P1, and 322.1-day S1 oce...

  • Article
  • Open Access
1,140 Views
17 Pages

12 November 2025

To facilitate easy accessibility to the Gravity Recovery and Climate Experiment (GRACE) and GRACE Follow-On (GRACE-FO) results for the geoscientific community, multiple institutions have successively developed mass anomaly grid products including mas...

(This article belongs to the Special Issue Earth Observation of Glacier and Snow Cover Mapping in Cold Regions)
  • Article
  • Open Access
2 Citations
4,709 Views
14 Pages

Automated Dynamic Mascon Generation for GRACE and GRACE-FO Harmonic Processing

  • Yara Mohajerani,
  • David Shean,
  • Anthony Arendt and
  • Tyler C. Sutterley

7 August 2021

Commonly used mass-concentration (mascon) solutions estimated from Level-1B Gravity Recovery and Climate Experiment (GRACE) and GRACE Follow-On data, provided by processing centers such as the Jet Propulsion Laboratory (JPL) or the Goddard Space Flig...

  • Article
  • Open Access
4 Citations
3,912 Views
20 Pages

12 July 2021

In general, computational fluid dynamics (CFD) models incur high computational costs when dealing with realistic and complicated flows. In contrast, the mass-consistent flow (MASCON) field model provides a three-dimensional flow field at reasonable c...

(This article belongs to the Collection Feature Paper for Mathematical and Computational Fluid Mechanics)
  • Article
  • Open Access
65 Citations
6,263 Views
17 Pages

Bridging Terrestrial Water Storage Anomaly During GRACE/GRACE-FO Gap Using SSA Method: A Case Study in China

  • Wanqiu Li,
  • Wei Wang,
  • Chuanyin Zhang,
  • Hanjiang Wen and ,
  • Yulong Zhong,
  • Yu Zhu and
  • Zhen Li
  • + 2 authors+ 0 author

24 September 2019

The terrestrial water storage anomaly (TWSA) gap between the Gravity Recovery and Climate Experiment (GRACE) and its follow-on mission (GRACE-FO) is now a significant issue for scientific research in high-resolution time-variable gravity fields. This...

(This article belongs to the Special Issue Applications of Remote Sensing Data in Water Resources Management)
  • Article
  • Open Access
86 Citations
9,282 Views
18 Pages

13 April 2018

Monitoring the groundwater storage (GWS) changes is crucial to the rational utilization of groundwater and to ecological restoration in the Loess Plateau of China, which is one of the regions with the most extreme ecological environmental damage in t...

(This article belongs to the Special Issue GRACE Facing the Challenge of Extreme Spatial and Temporal Scales)
  • Article
  • Open Access
5 Citations
1,768 Views
20 Pages

9 July 2025

As a major agricultural center in China, Henan Province is highly dependent on groundwater resources for its socioeconomic development. However, under the triple pressure of intensive agricultural irrigation, surging industrial water demand, and acce...

(This article belongs to the Special Issue Development in Sustainable Water Management: Processes, Barriers, Protection and Future Perspectives)
  • Article
  • Open Access
29 Citations
4,818 Views
28 Pages

8 August 2020

We presented an improved method for estimation of regional surface mass variations from the Gravity Recovery and Climate Experiment (GRACE)-derived precise intersatellite geopotential differences using a priori constraints. An alternative analytic fo...

(This article belongs to the Special Issue Geodesy for Gravity and Height Systems)
  • Article
  • Open Access
4 Citations
3,471 Views
24 Pages

24 June 2023

The extent to which the South-to-North Water Transfer Project has influenced the trend in water storage deficit in the North China Plain since its official opening in late 2014 has not been systematically assessed. We evaluated the changes in terrest...

(This article belongs to the Section Water Resources Management, Policy and Governance)
  • Article
  • Open Access
4 Citations
3,958 Views
19 Pages

Iraq and other semi-arid regions are facing severe climate change impacts, including increased temperatures and decreased rainfall. Changes to climate variables have posed a significant challenge to groundwater storage dynamics. In this regard, the G...

  • Article
  • Open Access
2 Citations
1,684 Views
25 Pages

23 September 2025

The large lakes and reservoirs of the northeastern Tibetan Plateau play a key role in regional water resources, yet their influence on terrestrial water storage (TWS) changes at different spatial scales remains unclear. This study employed the constr...

  • Article
  • Open Access
6 Citations
2,530 Views
26 Pages

17 April 2024

Over the past two decades, the Gravity Recovery and Climate Experiment (GRACE) satellite mission and its successor, GRACE-follow on (GRACE-FO), have played a vital role in climate research. However, the absence of certain observations during and betw...

(This article belongs to the Section Earth Observation Data)
  • Article
  • Open Access
19 Citations
5,017 Views
21 Pages

Introducing an Improved GRACE Global Point-Mass Solution—A Case Study in Antarctica

  • Vagner G. Ferreira,
  • Bin Yong,
  • Kurt Seitz,
  • Bernhard Heck and
  • Thomas Grombein

30 September 2020

In the so-called point-mass modeling, surface densities are represented by point masses, providing only an approximated solution of the surface integral for the gravitational potential. Here, we propose a refinement for the point-mass modeling based...

  • Article
  • Open Access
18 Citations
4,074 Views
23 Pages

Remote Sensing-Based Multiscale Analysis of Total and Groundwater Storage Dynamics over Semi-Arid North African Basins

  • Abdelhakim Amazirh,
  • Youness Ouassanouan,
  • Houssne Bouimouass,
  • Mohamed Wassim Baba and ,
  • El Houssaine Bouras,
  • Abdellatif Rafik,
  • Myriam Benkirane,
  • Youssef Hajhouji,
  • Youness Ablila and
  • Abdelghani Chehbouni
  • + 5 authors+ 0 author

4 October 2024

This study evaluates the use of remote sensing data to improve the understanding of groundwater resources in climate-sensitive regions with limited data availability and increasing agricultural water demands. The research focuses on estimating ground...

(This article belongs to the Special Issue Remote Sensing for Groundwater Hydrology)
  • Article
  • Open Access
15 Citations
4,499 Views
20 Pages

17 July 2019

The Gravity Recovery and Climate Experiment (GRACE) level-2 spherical harmonic (SH) solutions are noisy and thus require filtering. Filtering reduces noise but affects signal quality via signal leakage. Generally, a leakage correction is required for...

(This article belongs to the Section Remote Sensors)
  • Article
  • Open Access
6 Citations
3,735 Views
22 Pages

1 December 2021

In this study, the Amu Darya river basin, Syr Darya river basin and Balkhash lake basin in Central Asia were selected as typical study areas. Temporal/spatial changes from 2002 to 2016 in the terrestrial water storage (TWS) and the groundwater storag...

(This article belongs to the Section Hydrogeology)
  • Article
  • Open Access
37 Citations
5,765 Views
26 Pages

Spatio-Temporal Evaluation of Water Storage Trends from Hydrological Models over Australia Using GRACE Mascon Solutions

  • Xinchun Yang,
  • Siyuan Tian,
  • Wei Feng,
  • Jiangjun Ran and ,
  • Wei You,
  • Zhongshan Jiang and
  • Xiaoying Gong
  • + 2 authors+ 0 author

31 October 2020

The Gravity Recovery and Climate Experiment (GRACE) data have been extensively used to evaluate the total terrestrial water storage anomalies (TWSA) from hydrological models. However, which individual water storage components (i.e., soil moisture sto...

(This article belongs to the Special Issue GRACE Satellite Gravimetry for Geosciences)
  • Feature Paper
  • Article
  • Open Access
14 Citations
4,377 Views
20 Pages

Recovery of Rapid Water Mass Changes (RWMC) by Kalman Filtering of GRACE Observations

  • Guillaume Ramillien,
  • Lucía Seoane,
  • Maike Schumacher,
  • Ehsan Forootan and ,
  • Frédéric Frappart and
  • José Darrozes
  • + 1 author+ 0 author

20 April 2020

We demonstrate a new approach to recover water mass changes from GRACE satellite data at a daily temporal resolution. Such a product can be beneficial in monitoring extreme weather events that last a few days and are missing by conventional monthly G...

(This article belongs to the Special Issue GRACE Satellite Gravimetry for Geosciences)
  • Article
  • Open Access
5 Citations
4,431 Views
35 Pages

Temporal Gravity Signals in Reprocessed GOCE Gravitational Gradients

  • Betty Heller,
  • Frank Siegismund,
  • Roland Pail,
  • Thomas Gruber and
  • Roger Haagmans

23 October 2020

The reprocessing of the satellite gravitational gradiometry (SGG) data from the Gravity field and steady-state Ocean Circulation Explorer (GOCE) satellite mission in 2018/2019 considerably reduced the low-frequency noise in the data, leading to reduc...

(This article belongs to the Special Issue Geodesy for Gravity and Height Systems)
  • Article
  • Open Access
18 Citations
3,410 Views
28 Pages

27 March 2024

North China (NC) is experiencing significant groundwater depletion. We used GRACE and GRACE-FO RL06 Level-2 data with Mascon data from April 2002 to July 2022. We fused these two types of data through the generalized three-cornered hat method and fur...

(This article belongs to the Special Issue Geodesy of Earth Monitoring System)
  • Letter
  • Open Access
9 Citations
4,131 Views
13 Pages

Constrained Linear Deconvolution of GRACE Anomalies to Correct Spatial Leakage

  • Ki-Weon Seo,
  • Seokhoon Oh,
  • Jooyoung Eom,
  • Jianli Chen and
  • Clark R. Wilson

2 June 2020

Time-varying gravity observed by the Gravity Recovery and Climate Experiment (GRACE) satellites measures surface water and ice mass redistribution driven by weather and climate forcing and has emerged as one of the most important data types in measur...

(This article belongs to the Special Issue Terrestrial Hydrology Using GRACE and GRACE-FO)
  • Article
  • Open Access
6 Citations
2,751 Views
16 Pages

Accurate data collection and time series creation are crucial for understanding these changes. However, many areas lack reliable data due to geopolitical issues and government permissions. Urgent action is needed for sustainable water management. Thi...

(This article belongs to the Section Hydrogeology)
  • Letter
  • Open Access
19 Citations
4,433 Views
13 Pages

25 June 2020

Limited by the Gravity Recovery and Climate Experiment (GRACE) and GRACE Follow-On (GRACE-FO) measurement principle and sensors, the spatial resolution of mass flux solutions is about 2–3° in mid-latitudes at monthly intervals. To retrieve...

  • Article
  • Open Access
1 Citations
2,032 Views
14 Pages

17 July 2025

Accurately monitoring terrestrial water storage (TWS) variations is essential due to global climate change and growing water demands. This study investigates TWS changes in Oregon, USA, using Global Navigation Satellite System (GNSS) data from the Ne...

(This article belongs to the Special Issue Long-Term Coastal Evolution and Morphodynamics: Ecosystem Protection and Coastal Safety)
  • Article
  • Open Access
12 Citations
7,355 Views
23 Pages

27 July 2020

Inland water storage change is a fundamental part of the hydrologic cycle, which reflects the impact of climate change and anthropogenic activities on water resources. In this study, we used multisatellite data (from satellite altimetry, remote sensi...

(This article belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
  • Article
  • Open Access
14 Citations
6,951 Views
17 Pages

Variations of Mass Balance of the Greenland Ice Sheet from 2002 to 2019

  • Yaqiong Mu,
  • Yanqiang Wei,
  • Jinkui Wu,
  • Yongjian Ding and ,
  • Donghui Shangguan and
  • Di Zeng
  • + 1 author+ 0 author

13 August 2020

The melting of the polar ice caps is considered to be an essential factor for global sea-level rise and has received significant attention. Quantitative research on ice cap mass changes is critical in global climate change. In this study, GRACE JPL R...

(This article belongs to the Section Environmental Remote Sensing)
  • Article
  • Open Access
26 Citations
4,241 Views
19 Pages

19 August 2022

The Gravity Recovery and Climate Experiment (GRACE) satellite data retrieval experiment has been instrumental in characterizing the global fluctuations in terrestrial water storage (ΔTWS) over the past 20 years. Given the limited availability o...

(This article belongs to the Special Issue Analysis of Groundwater and Total Water Storage Changes Using GRACE Observations)
  • Article
  • Open Access
32 Citations
6,057 Views
19 Pages

5 March 2020

In this study, we used in situ measurements for the first time to analyze the applicability and effectiveness of evaluating groundwater storage (GWS) changes across China using Gravity Recovery and Climate Experiment (GRACE) satellite products and hy...

(This article belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
  • Article
  • Open Access
16 Citations
5,365 Views
17 Pages

Separation and Recovery of Geophysical Signals Based on the Kalman Filter with GRACE Gravity Data

  • Xiaolong Wang,
  • Zhicai Luo,
  • Bo Zhong,
  • Yihao Wu and ,
  • Zhengkai Huang,
  • Hao Zhou and
  • Qiong Li
  • + 2 authors+ 0 author

15 February 2019

Monthly gravitational field solutions as spherical harmonic coefficients produced by the GRACE satellite mission require post-processing to reduce the effects of shortwave-length noises and north–south stripe errors. However, the spatial smooth...

(This article belongs to the Special Issue GRACE Facing the Challenge of Extreme Spatial and Temporal Scales)
  • Article
  • Open Access
32 Citations
6,552 Views
21 Pages

Identifying Flood Events over the Poyang Lake Basin Using Multiple Satellite Remote Sensing Observations, Hydrological Models and In Situ Data

  • Hao Zhou,
  • Zhicai Luo,
  • Natthachet Tangdamrongsub,
  • Zebing Zhou and ,
  • Lijie He,
  • Chuang Xu,
  • Qiong Li and
  • Yunlong Wu
  • + 3 authors+ 0 author

The Poyang Lake, the largest freshwater lake in China, is famous for its ecological and economic importance as well as frequent flood characteristics. In this study, multiple satellite remote sensing observations (e.g., GRACE, MODIS, Altimetry, and T...

(This article belongs to the Special Issue GRACE Facing the Challenge of Extreme Spatial and Temporal Scales)
  • Article
  • Open Access
8 Citations
3,719 Views
27 Pages

Improving the Accuracy of Water Storage Anomaly Trends Based on a New Statistical Correction Hydrological Model Weighting Method

  • Qingqing Wang,
  • Wei Zheng,
  • Wenjie Yin,
  • Guohua Kang and ,
  • Gangqiang Zhang and
  • Dasheng Zhang
  • + 1 author+ 0 author

9 September 2021

The Gravity Recovery and Climate Experiment (GRACE) satellite solutions have been considerably applied to assess the reliability of hydrological models on a global scale. However, no single hydrological model can be suitable for all regions. Here, a...

(This article belongs to the Special Issue Analysis of Groundwater and Total Water Storage Changes Using GRACE Observations)
  • Article
  • Open Access
831 Views
24 Pages

2 June 2026

Quantifying changes in groundwater storage (GWS) remains a fundamental challenge in hydrology, given the sparsity of long-term in situ monitoring networks and the inherent difficulty of direct subsurface observation. Although GRACE and GRACE-FO satel...

  • Article
  • Open Access
6 Citations
4,309 Views
18 Pages

6 April 2022

Gravimetry measurements from the GRACE and GRACE-Follow-On satellites provide observations of ocean bottom pressure (OBP), which can be differenced between basin boundaries to infer mass transport variability at a given level in the deep ocean. Howev...

(This article belongs to the Section Ocean Remote Sensing)
  • Article
  • Open Access
44 Citations
8,766 Views
19 Pages

Characterizing Drought and Flood Events over the Yangtze River Basin Using the HUST-Grace2016 Solution and Ancillary Data

  • Hao Zhou,
  • Zhicai Luo,
  • Natthachet Tangdamrongsub,
  • Lunche Wang and ,
  • Lijie He,
  • Chuang Xu and
  • Qiong Li
  • + 2 authors+ 0 author

27 October 2017

Accurate terrestrial water storage (TWS) estimation is important to evaluate the situation of the water resources over the Yangtze River Basin (YRB). This study exploits the TWS observation from the new temporal gravity field model, HUST-Grace2016 (H...

(This article belongs to the Special Issue Remote Sensing of Groundwater from River Basin to Global Scales)
  • Article
  • Open Access
398 Views
21 Pages

6 August 2026

Terrestrial water storage (TWS) is a key parameter for understanding regional water cycles and climate change. To address the low spatial resolution and temporal gaps of Gravity Recovery and Climate Experiment (GRACE) and its successor satellites (GR...

(This article belongs to the Special Issue Advances in Artificial Intelligence and Multi-Source Remote Sensing for Surface Hydrology)
  • Article
  • Open Access
13 Citations
3,784 Views
28 Pages

23 October 2020

The Gravity Recovery and Climate Experiment (GRACE) mission has provided global observations of temporal variations in the gravity field resulting from mass redistribution at the surface and within the Earth for the period 2002–2017. Although G...

(This article belongs to the Special Issue GRACE Satellite Gravimetry for Geosciences)
  • Article
  • Open Access
11 Citations
3,340 Views
20 Pages

Monitoring of Extreme Drought in the Yangtze River Basin in 2022 Based on Multi-Source Remote Sensing Data

  • Mingxiao Yu,
  • Qisheng He,
  • Rong Jin,
  • Shuqi Miao and ,
  • Rong Wang and
  • Liangliang Ke
  • + 1 author+ 0 author

24 May 2024

The Yangtze River Basin experienced a once-in-a-century extreme drought in 2022 due to extreme weather, which had a serious impact on the local agricultural production and ecological environment. In order to investigate the spatial distribution and o...

(This article belongs to the Special Issue Application of Spatiotemporal Data in Hydrological Hazards of Drought, Flood and Water Pollution Assessment and Monitoring)
  • Article
  • Open Access
15 Citations
5,228 Views
34 Pages

29 May 2022

One of the areas that show the most visible effects of human-induced land alterations is also the world’s most essential resource: water. Decision-makers in arid regions face considerable difficulties in providing and maintaining sustainable wa...

(This article belongs to the Special Issue New Developments in Remote Sensing for the Environment)
  • Article
  • Open Access
5 Citations
3,027 Views
15 Pages

Water Balance Standardization Approach for Reconstructing Runoff Using GPS at the Basin Upstream

  • Hok Sum Fok,
  • Linghao Zhou,
  • Yongxin Liu,
  • Robert Tenzer and ,
  • Zhongtian Ma and
  • Fang Zou
  • + 1 author+ 0 author

30 May 2020

While in-situ estuarine discharge has been correlated and reconstructed well with localized remotely-sensed data and hydraulic variables since the 1990s, its correlation and reconstruction using averaged GPS-inferred water storage from satellite grav...

(This article belongs to the Special Issue Geodetic and Remote Sensing Observations in Tibet, Xinjiang and Siberia for Climate and Environment Change Studies)
  • Article
  • Open Access
40 Citations
5,071 Views
21 Pages

Surface Mass Variations from GPS and GRACE/GFO: A Case Study in Southwest China

  • Bo Zhong,
  • Xianpao Li,
  • Jianli Chen,
  • Qiong Li and
  • Tao Liu

5 June 2020

Surface mass variations inferred from the Global Positioning System (GPS), and observed by the Gravity Recovery and Climate Experiment (GRACE) and GRACE Follow-On (GFO) complement each other in terms of spatial and temporal coverage. This paper prese...

(This article belongs to the Special Issue Terrestrial Hydrology Using GRACE and GRACE-FO)
  • Article
  • Open Access
3 Citations
3,496 Views
17 Pages

Validation and Evaluation of GRACE-FO Estimates with In Situ Bottom Pressure Array Measurements in the South China Sea

  • Xuecheng Wang,
  • Hua Zheng,
  • Xiao-Hua Zhu,
  • Ruixiang Zhao and ,
  • Min Wang,
  • Juntian Chen,
  • Yunlong Ma,
  • Feng Nan and
  • Fei Yu
  • + 4 authors+ 0 author

28 May 2023

The Gravity Recovery and Climate Experiment (GRACE), and its follow-on mission (GRACE-FO), provides a novel measurement of the variations in ocean bottom pressure (OBP) at global and basin scales, including those in marginal seas. However, these meas...

(This article belongs to the Special Issue Validation and Evaluation of Global Ocean Satellite Products)
  • Article
  • Open Access
807 Views
28 Pages

22 May 2026

The Gravity Recovery and Climate Experiment (GRACE) mascon data relies on minor gravitational field variations to map terrestrial water storage anomaly (TWSA). However, the coarse spatial resolution of three degrees by three degrees restricts their a...

  • Article
  • Open Access
9 Citations
3,977 Views
24 Pages

Spatiotemporal Analysis of Future Trends in Terrestrial Water Storage Anomalies at Different Climatic Zones of India Using GRACE/GRACE-FO

  • Mohd Sayeed Ul Hasan,
  • Mufti Mohammad Saif,
  • Nehal Ahmad,
  • Abhishek Kumar Rai and ,
  • Mohammad Amir Khan,
  • Ali Aldrees,
  • Wahaj Ahmad Khan,
  • Mustafa K. A. Mohammed and
  • Zaher Mundher Yaseen
  • + 4 authors+ 0 author

13 January 2023

This work is a climatological evaluation of terrestrial water storage anomalies (TWSAs), which act as driving forces for sustainable development, in one of the most populous countries of the world. The objective of this work is to evaluate RL06 masco...

(This article belongs to the Special Issue The Next Generation on Water Resource Management Using Computer Aid Models)
  • Article
  • Open Access
8 Citations
3,309 Views
18 Pages

Advancing SDGs: Predicting Future Shifts in Saudi Arabia’s Terrestrial Water Storage Using Multi-Step-Ahead Machine Learning Based on GRACE Data

  • Mohamed A. Yassin,
  • Sani I. Abba,
  • Arya Pradipta,
  • Mohammad H. Makkawi and ,
  • Syed Muzzamil Hussain Shah,
  • Jamilu Usman,
  • Dahiru U. Lawal,
  • Isam H. Aljundi,
  • Amimul Ahsan and
  • Saad Sh. Sammen
  • + 5 authors+ 0 author

11 January 2024

The availability of water is crucial for the growth and sustainability of human development. The effective management of water resources is essential due to their renewable nature and their critical role in ensuring food security and water safety. In...

(This article belongs to the Special Issue Water, Waste and Wastewater: Treatment and Resource Recovery, 2nd Edition)
  • Article
  • Open Access
7 Citations
3,403 Views
22 Pages

8 April 2025

The Qinghai–Tibet Plateau (QTP), a critical hydrological regulator for Asia through its extensive glacier systems, high-altitude lakes, and intricate network of rivers, exhibits amplified sensitivity to climate-driven alterations in precipitati...

(This article belongs to the Special Issue Advancing Hydrological Monitoring and Prediction Through Multisource Geodetic Observations)
  • Article
  • Open Access
21 Citations
4,089 Views
19 Pages

Inverted Algorithm of Terrestrial Water-Storage Anomalies Based on Machine Learning Combined with Load Model and Its Application in Southwest China

  • Yifan Shen,
  • Wei Zheng,
  • Wenjie Yin,
  • Aigong Xu and ,
  • Huizhong Zhu,
  • Shuai Yang and
  • Kai Su
  • + 2 authors+ 0 author

25 August 2021

Dense Global Position System (GPS) arrays can be used to invert the terrestrial water-storage anomaly (TWSA) with higher accuracy. However, the uneven distribution of GPS stations greatly limits the application of GPS to derive the TWSA. Aiming to so...

(This article belongs to the Special Issue Data Science and Machine Learning for Geodetic Earth Observation)
  • Article
  • Open Access
15 Citations
6,181 Views
23 Pages

17 March 2019

Many recent mass balance estimates using the Gravity Recovery and Climate Experiment (GRACE) and satellite altimetry (including two kinds of sensors of radar and laser) show that the ice mass of the Antarctic ice sheet (AIS) is in overall decline. Ho...

(This article belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)

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