The Potential of Hydrogeodesy to Address Water-Related and Sustainability Challenges

Jaramillo, Fernando; Aminjafari, Saeid; Castellazzi, Pascal; Fleischmann, Ayan; Fluet‐Chouinard, Etienne; Hashemi, Hossein; Hubinger, Clara; Martens, Hilary R.; Papa, Fabrice; Schöne, Tilo; Tarpanelli, Angelica; Virkki, Vili; Wang‐Erlandsson, Lan; Abarca‐del‐Rio, Rodrigo; Borsa, Adrian; Destouni, Georgia; Di Baldassarre, Giuliano; Moore, Michele‐Lee; Posada‐Marín, José Andrés; Wdowinski, Shimon; Werth, Susanna; Allen, George H.; Argus, Donald; Elmi, Omid; Fenoglio, Luciana; Frappart, Frédéric; Huggins, Xander; Kalantari, Zahra; Munier, Simon; Palomino‐Ángel, Sebastián; Robinson, Abigail; Rubiano, Kristian; Siles, Gabriela; Simard, Marc; Song, Chunqiao; Spence, Christopher; Tourian, Mohammad J.; Wada, Yoshihide; Wang, Chao; Wang, Jida; Yao, Fangfang; Berghuijs, Wouter R.; Cretaux, Jean‐François; Famiglietti, James; Fassoni‐Andrade, Alice; Fayne, Jessica V.; Girard, Félix; Kummu, Matti; Larson, Kristine M.; Marañon, Martin; Moreira, Daniel M.; Nielsen, Karina; Pavelsky, Tamlin; Pena, Francisco; Reager, J. T.; Rulli, Maria Cristina; Salazar, Juan F.

doi:10.1029/2023wr037020

Title: The Potential of Hydrogeodesy to Address Water-Related and Sustainability Challenges

Journal Article · Sat Nov 02 00:00:00 UTC 2024 · Water Resources Research

DOI: https://doi.org/10.1029/2023wr037020 · OSTI ID:2539752

^[1];

^[2]; Fleischmann, Ayan ^[3];

^[4];

^[5];

^[1];

^[6];

^[7];

^[8];

^[9];

^[10];

^[11];

^[12];

^[13];

^[14];

^[15]; Moore, Michele‐Lee ^[16];

^[17];

^[18] more »

Stockholm Univ. (Sweden)
Commonwealth Scientific and Industrial Research Organisation (CSIRO), Urrbrae, SA (Australia)
Mamirauá Institute for Sustainable Development (Brazil)
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Lund Univ. (Sweden)
Univ. of Montana, Missoula, MT (United States)
Univ. of Toulouse (France); Centre National de la Recherche Scientifique (CNRS) (France); University of Brasília (Brazil)
Helmholtz-Zentrum Potsdam (HZP), (Germany). German Research Centre for GeoSciences
National Research Council (CNR), Perugia (Italy)
Aalto Univ., Otaniemi (Finland); Univ. of Eastern Finland (Finland)
Stockholm Univ. (Sweden); Potsdam Institute for Climate Impact Research, Potsdam (Germany)
Univ. of Concepción (Chile)
Univ. of California, San Diego, CA (United States)
Stockholm Univ. (Sweden); KTH Royal Inst. of Technology, Stockholm (Sweden); Stellenbosch Institute for Advanced Study (South Africa)
Uppsala Univ. (Sweden)
Stockholm Univ. (Sweden); Univ. of Victoria, BC (Australia)
IU Digital de Antioquia (Colombia)
Florida International Univ. (FIU), Miami, FL (United States)
Virginia Polytechnic Inst. and State Univ. (Virginia Tech), Blacksburg, VA (United States)
California Institute of Technology (CalTech), Pasadena, CA (United States). Jet Propulsion Lab. (JPL)
Univ. of Stuttgart (Germany)
Univ. of Bonn (Germany)
International Search Partners Association (ISPA) (France); French National Research Institute for Agriculture, Food and Environment (INRAE) (France)
Univ. of Victoria, BC (Canada)
KTH Royal Inst. of Technology, Stockholm (Sweden)
Univ. of Toulouse (France); Centre National de la Recherche Scientifique (CNRS) (France)
Florida International Univ. (FIU), Miami, FL (United States); Stockholm Environment Institute Latin America (Colombia)
Universidad del Rosario, Bogotá (Colombia); Jardín Botánico de Bogotá (Colombia)
Laval Univ., QC (Canada)
Chinese Academy of Sciences, Nanjing (China); University of Chinese Academy of Sciences (China)
National Academy of Sciences (Canada); National Academy of Engineering (Canada)
King Abdullah University of Science and Technology (KAUST), Thuwal (Saudi Arabia)
University of North Carolina, Chapel Hill, NC (United States)
Univ. of Illinois at Urbana-Champaign, IL (United States); Kansas State Univ., Manhattan, KS (United States)
Univ. of Virginia, Charlottesville, VA (United States)
Vrije Univ., Amsterdam (Netherlands)
Arizona State Univ., Tempe, AZ (United States)
University of Brasília (Brazil)
Univ. of Michigan, Ann Arbor, MI (United States)
Univ. of Toulouse (France)
Aalto University, Espoo (Finland)
Stockholm Univ. (Sweden); Higher University of San Simón (Bolivia)
Univ. of Toulouse (France); Geological Survey of Brazil (Brazil)
Technical Univ. of Denmark, Lyngby (Denmark). Geodesy and Earth Observation
Polytechnic Univ. of Milan (Italy)
Univ. of Antioquia (Colombia)

Increasing climatic and human pressures are changing the world's water resources and hydrological processes at unprecedented rates. Understanding these changes requires comprehensive monitoring of water resources. Hydrogeodesy, the science that measures the Earth's solid and aquatic surfaces, gravity field, and their changes over time, delivers a range of novel monitoring tools that are complementary to traditional hydrological methods. It encompasses geodetic technologies such as Altimetry, Interferometric Synthetic Aperture Radar (InSAR), Gravimetry, and Global Navigation Satellite Systems (GNSS). Beyond quantifying these changes, there is a need to understand how hydrogeodesy can contribute to more ambitious goals dealing with water-related and sustainability sciences. Addressing this need, we combine a meta-analysis of over 3,000 articles to chart the range, trends, and applications of satellite-based hydrogeodesy with an expert elicitation that systematically assesses the potential of hydrogeodesy. We find a growing body of literature relating to the advancements in hydrogeodetic methods, their accuracy and precision, and their inclusion in hydrological modeling, with a considerably smaller portion related to understanding hydrological processes, water management, and sustainability sciences. The meta-analysis also shows that while lakes, groundwater and glaciers are commonly monitored by these technologies, wetlands or permafrost could benefit from a wider range of applications. In turn, the expert elicitation envisages the potential of hydrogeodesy to help solve the 23 Unsolved Questions of the International Association of Hydrological Sciences and advance knowledge as guidance toward a safe operating space for humanity. It also highlights how this potential can be maximized by combining hydrogeodetic technologies simultaneously, exploiting artificial intelligence, and accurately integrating other Earth science disciplines. Finally, we call for a coordinated way forward to include hydrogeodesy in tertiary education and broaden its application to water-related and sustainability sciences in order to exploit its full potential.

View Accepted Manuscript (DOE)

Cite

Export

Save

Research Organization:: Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)

Sponsoring Organization:: USDOE

Grant/Contract Number:: AC05-76RL01830

OSTI ID:: 2539752

Report Number(s):: PNNL-SA--194875

Journal Information:: Water Resources Research, Journal Name: Water Resources Research Journal Issue: 11 Vol. 60; ISSN 0043-1397

Publisher:: American Geophysical Union (AGU)Copyright Statement

Country of Publication:: United States

Language:: English

References (212)

Seasonal variation in total water storage in California inferred from GPS observations of vertical land motion: Argus et al.: California Water from GPS Argus, Donald F.; Fu, Yuning; Landerer, Felix W. Geophysical Research Letters, Vol. 41, Issue 6 https://doi.org/10.1002/2014GL059570	journal	March 2014
A global inventory of lakes based on high-resolution satellite imagery Verpoorter, Charles; Kutser, Tiit; Seekell, David A. Geophysical Research Letters, Vol. 41, Issue 18 https://doi.org/10.1002/2014GL060641	journal	September 2014
Groundwater depletion during drought threatens future water security of the Colorado River Basin: GROUNDWATER LOSS IN COLORADO RIVER BASIN Castle, Stephanie L.; Thomas, Brian F.; Reager, John T. Geophysical Research Letters, Vol. 41, Issue 16 https://doi.org/10.1002/2014GL061055	journal	August 2014
GPS as an independent measurement to estimate terrestrial water storage variations in Washington and Oregon: GPS Water Storage: Washington and Oregon Fu, Yuning; Argus, Donald F.; Landerer, Felix W. Journal of Geophysical Research: Solid Earth, Vol. 120, Issue 1 https://doi.org/10.1002/2014JB011415	journal	January 2015
InSAR measurement of the deformation around Siling Co Lake: Inferences on the lower crust viscosity in central Tibet Doin, Marie‐Pierre; Twardzik, Cédric; Ducret, Gabriel Journal of Geophysical Research: Solid Earth, Vol. 120, Issue 7 https://doi.org/10.1002/2014JB011768	journal	July 2015
InSAR measurements of compaction and subsidence in the Ganges‐Brahmaputra Delta, Bangladesh Higgins, Stephanie A.; Overeem, Irina; Steckler, Michael S. Journal of Geophysical Research: Earth Surface, Vol. 119, Issue 8 https://doi.org/10.1002/2014JF003117	journal	August 2014
Debates-Perspectives on socio-hydrology: Capturing feedbacks between physical and social processes: A socio-hydrological approach to explore flood risk changes Di Baldassarre, Giuliano; Viglione, Alberto; Carr, Gemma Water Resources Research, Vol. 51, Issue 6 https://doi.org/10.1002/2014WR016416	journal	June 2015
Stage‐discharge rating curves based on satellite altimetry and modeled discharge in the Amazon basin Paris, Adrien; Dias de Paiva, Rodrigo; Santos da Silva, Joecila Water Resources Research, Vol. 52, Issue 5 https://doi.org/10.1002/2014WR016618	journal	May 2016
Estimation of human‐induced changes in terrestrial water storage through integration of GRACE satellite detection and hydrological modeling: A case study of the Yangtze River basin Huang, Ying; Salama, Mhd. Suhyb; Krol, Maarten S. Water Resources Research, Vol. 51, Issue 10 https://doi.org/10.1002/2015WR016923	journal	October 2015
Quantifying renewable groundwater stress with GRACE Richey, Alexandra S.; Thomas, Brian F.; Lo, Min‐Hui Water Resources Research, Vol. 51, Issue 7 https://doi.org/10.1002/2015WR017349	journal	July 2015
Confined aquifer head measurements and storage properties in the San Luis Valley, Colorado, from spaceborne InSAR observations: InSAR FOR ESTIMATING HEAD LEVELS AND AQUIFER PROPERTIES Chen, Jingyi; Knight, Rosemary; Zebker, Howard A. Water Resources Research, Vol. 52, Issue 5 https://doi.org/10.1002/2015WR018466	journal	May 2016
Estimating the permanent loss of groundwater storage in the southern San Joaquin Valley, California: PERMANENT LOSS OF GROUNDWATER STORAGE Smith, R. G.; Knight, R.; Chen, J. Water Resources Research, Vol. 53, Issue 3 https://doi.org/10.1002/2016WR019861	journal	March 2017
Snow accumulation variability on a West Antarctic ice stream observed with GPS reflectometry, 2007-2017: ACCUMULATION VARIABILITY FROM GPS-IR Siegfried, M. R.; Medley, B.; Larson, K. M. Geophysical Research Letters, Vol. 44, Issue 15 https://doi.org/10.1002/2017GL074039	journal	August 2017
Treatment of temporal aliasing effects in the context of next generation satellite gravimetry missions Daras, Ilias; Pail, Roland Journal of Geophysical Research: Solid Earth, Vol. 122, Issue 9 https://doi.org/10.1002/2017JB014250	journal	September 2017
Sustained Water Loss in California's Mountain Ranges During Severe Drought From 2012 to 2015 Inferred From GPS: Sustained water changes in California Argus, Donald F.; Landerer, Felix W.; Wiese, David N. Journal of Geophysical Research: Solid Earth, Vol. 122, Issue 12 https://doi.org/10.1002/2017JB014424	journal	December 2017
Using InSAR to identify hydrological connectivity and barriers in a highly fragmented wetland Liu, Dan; Wang, Xuan; Aminjafari, Saeid Hydrological Processes, Vol. 34, Issue 23 https://doi.org/10.1002/hyp.13899	journal	September 2020
Scale issues in hydrological modelling: A review Blöschl, G.; Sivapalan, M. Hydrological Processes, Vol. 9, Issue 3-4 https://doi.org/10.1002/hyp.3360090305	journal	April 1995
Socio-hydrology: A new science of people and water: INVITED COMMENTARY Sivapalan, Murugesu; Savenije, Hubert H. G.; Blöschl, Günter Hydrological Processes, Vol. 26, Issue 8 https://doi.org/10.1002/hyp.8426	journal	January 2012
Calibration of hydrological models in ungauged basins based on satellite radar altimetry observations of river water level Sun, Wenchao; Ishidaira, Hiroshi; Bastola, Satish Hydrological Processes, Vol. 26, Issue 23 https://doi.org/10.1002/hyp.8429	journal	January 2012
Bridging the divide between inland water quantity and quality with satellite remote sensing: An interdisciplinary review Ellis, Emily A.; Allen, George H.; Riggs, Ryan M. WIREs Water, Vol. 11, Issue 4 https://doi.org/10.1002/wat2.1725	journal	March 2024
Assimilation of radar altimetry to a routing model of the Brahmaputra River Michailovsky, Claire I.; Milzow, Christian; Bauer-Gottwein, Peter Water Resources Research, Vol. 49, Issue 8 https://doi.org/10.1002/wrcr.20345	journal	August 2013
A quantile function approach to discharge estimation from satellite altimetry (ENVISAT) Tourian, M. J.; Sneeuw, N.; Bárdossy, A. Water Resources Research, Vol. 49, Issue 7 https://doi.org/10.1002/wrcr.20348	journal	July 2013
Water scarcity: Fact or fiction? Rijsberman, Frank R. Agricultural Water Management, Vol. 80, Issue 1-3 https://doi.org/10.1016/j.agwat.2005.07.001	journal	February 2006
SOLS: A lake database to monitor in the Near Real Time water level and storage variations from remote sensing data Crétaux, J. -F.; Jelinski, W.; Calmant, S. Advances in Space Research, Vol. 47, Issue 9 https://doi.org/10.1016/j.asr.2011.01.004	journal	May 2011
Detection of Envisat RA2/ICE-1 retracked radar altimetry bias over the Amazon basin rivers using GPS Calmant, Stéphane; da Silva, Joecila Santos; Moreira, Daniel Medeiros Advances in Space Research, Vol. 51, Issue 8 https://doi.org/10.1016/j.asr.2012.07.033	journal	April 2013
Altimetry for the future: Building on 25 years of progress Abdalla, Saleh; Abdeh Kolahchi, Abdolnabi; Ablain, Michaël Advances in Space Research, Vol. 68, Issue 2 https://doi.org/10.1016/j.asr.2021.01.022	journal	July 2021
Towards a revised planetary boundary for consumptive freshwater use: role of environmental flow requirements Gerten, Dieter; Hoff, Holger; Rockström, Johan Current Opinion in Environmental Sustainability, Vol. 5, Issue 6 https://doi.org/10.1016/j.cosust.2013.11.001	journal	December 2013
3DUNetGSFormer: A deep learning pipeline for complex wetland mapping using generative adversarial networks and Swin transformer Jamali, Ali; Mahdianpari, Masoud; Brisco, Brian Ecological Informatics, Vol. 72 https://doi.org/10.1016/j.ecoinf.2022.101904	journal	December 2022
Wetlands as large-scale nature-based solutions: Status and challenges for research, engineering and management Thorslund, Josefin; Jarsjo, Jerker; Jaramillo, Fernando Ecological Engineering, Vol. 108 https://doi.org/10.1016/j.ecoleng.2017.07.012	journal	November 2017
Interpreting C-band InSAR ground deformation data for large-scale groundwater management in Australia Castellazzi, Pascal; Schmid, Wolfgang Journal of Hydrology: Regional Studies, Vol. 34 https://doi.org/10.1016/j.ejrh.2021.100774	journal	April 2021
Contribution of automatically generated radar altimetry water levels from unsupervised classification to study hydrological connectivity within Amazon floodplains Enguehard, Pauline; Frappart, Frédéric; Zeiger, Pierre Journal of Hydrology: Regional Studies, Vol. 47 https://doi.org/10.1016/j.ejrh.2023.101397	journal	June 2023
Hydrological cycle and water resources in a changing world: A review Yang, Dawen; Yang, Yuting; Xia, Jun Geography and Sustainability, Vol. 2, Issue 2 https://doi.org/10.1016/j.geosus.2021.05.003	journal	June 2021
From Planetary Boundaries to national fair shares of the global safe operating space — How can the scales be bridged? Häyhä, Tiina; Lucas, Paul L.; van Vuuren, Detlef P. Global Environmental Change, Vol. 40 https://doi.org/10.1016/j.gloenvcha.2016.06.008	journal	September 2016
Large-scale variations of global groundwater from satellite gravimetry and hydrological models, 2002–2012 Jin, Shuanggen; Feng, Guiping Global and Planetary Change, Vol. 106 https://doi.org/10.1016/j.gloplacha.2013.02.008	journal	July 2013
Climate versus demographic controls on water availability across India at 1.5 °C, 2.0 °C and 3.0 °C global warming levels Singh, Riddhi; Kumar, Rohini Global and Planetary Change, Vol. 177 https://doi.org/10.1016/j.gloplacha.2019.03.006	journal	June 2019
Construction of a drought monitoring model using deep learning based on multi-source remote sensing data Shen, Runping; Huang, Anqi; Li, Bolun International Journal of Applied Earth Observation and Geoinformation, Vol. 79 https://doi.org/10.1016/j.jag.2019.03.006	journal	July 2019
Assessing the efficiency of mitigation measures to reduce groundwater depletion and related land subsidence in Querétaro (Central Mexico) from decadal InSAR observations Castellazzi, Pascal; Garfias, Jaime; Martel, Richard International Journal of Applied Earth Observation and Geoinformation, Vol. 105 https://doi.org/10.1016/j.jag.2021.102632	journal	December 2021
DeepAqua: Semantic segmentation of wetland water surfaces with SAR imagery using deep neural networks without manually annotated data Peña, Francisco J.; Hübinger, Clara; Payberah, Amir H. International Journal of Applied Earth Observation and Geoinformation, Vol. 126 https://doi.org/10.1016/j.jag.2023.103624	journal	February 2024
Evaluation of CMIP climate model hydrological output for the Mississippi River Basin using GRACE satellite observations Freedman, Frank R.; Pitts, Katherine L.; Bridger, Alison F. C. Journal of Hydrology, Vol. 519 https://doi.org/10.1016/j.jhydrol.2014.10.036	journal	November 2014
A data assimilation system combining CryoSat-2 data and hydrodynamic river models Schneider, Raphael; Ridler, Marc-Etienne; Godiksen, Peter Nygaard Journal of Hydrology, Vol. 557 https://doi.org/10.1016/j.jhydrol.2017.11.052	journal	February 2018
3D groundwater flow and deformation modelling of Madrid aquifer Bonì, Roberta; Meisina, Claudia; Teatini, Pietro Journal of Hydrology, Vol. 585 https://doi.org/10.1016/j.jhydrol.2020.124773	journal	June 2020
A review of remote sensing applications for water security: Quantity, quality, and extremes Chawla, Ila; Karthikeyan, L.; Mishra, Ashok K. Journal of Hydrology, Vol. 585 https://doi.org/10.1016/j.jhydrol.2020.124826	journal	June 2020
GRACE reveals depletion of water storage in northwestern South America between ENSO extremes Bolaños, Silvana; Salazar, Juan F.; Betancur, Teresita Journal of Hydrology, Vol. 596 https://doi.org/10.1016/j.jhydrol.2020.125687	journal	May 2021
Generation and analysis of stage-fall-discharge laws from coupled hydrological-hydraulic river network model integrating sparse multi-satellite data Malou, T.; Garambois, P. -A.; Paris, A. Journal of Hydrology, Vol. 603 https://doi.org/10.1016/j.jhydrol.2021.126993	journal	December 2021
Quantifying the influence of long-term overexploitation on deep groundwater resources across Cangzhou in the North China Plain using InSAR measurements Bai, Lin; Jiang, Liming; Zhao, Yong Journal of Hydrology, Vol. 605 https://doi.org/10.1016/j.jhydrol.2021.127368	journal	February 2022
An integrated InSAR-machine learning approach for ground deformation rate modeling in arid areas Naghibi, Seyed Amir; Khodaei, Behshid; Hashemi, Hossein Journal of Hydrology, Vol. 608 https://doi.org/10.1016/j.jhydrol.2022.127627	journal	May 2022
Weekly mapping of surface water extent in the intertropical wetlands using spaceborne GNSS reflectometry Zeiger, Pierre; Frappart, Frédéric; Darrozes, José Journal of Hydrology, Vol. 626 https://doi.org/10.1016/j.jhydrol.2023.130305	journal	November 2023
Sea level time series and ocean tide analysis from multipath signals at five GPS sites in different parts of the world Löfgren, Johan S.; Haas, Rüdiger; Scherneck, Hans-Georg Journal of Geodynamics, Vol. 80 https://doi.org/10.1016/j.jog.2014.02.012	journal	October 2014
A new technique to sense non-Gaussian features of the sea surface from L-band bi-static GNSS reflections Cardellach, Estel; Rius, Antonio Remote Sensing of Environment, Vol. 112, Issue 6 https://doi.org/10.1016/j.rse.2008.02.003	journal	June 2008
Integrated analysis of PALSAR/Radarsat-1 InSAR and ENVISAT altimeter data for mapping of absolute water level changes in Louisiana wetlands Kim, Jin-Woo; Lu, Zhong; Lee, Hyongki Remote Sensing of Environment, Vol. 113, Issue 11 https://doi.org/10.1016/j.rse.2009.06.014	journal	November 2009
Recent elevation changes of Svalbard glaciers derived from ICESat laser altimetry Moholdt, Geir; Nuth, Christopher; Hagen, Jon Ove Remote Sensing of Environment, Vol. 114, Issue 11 https://doi.org/10.1016/j.rse.2010.06.008	journal	November 2010
RADARSAT-2 D-InSAR for ground displacement in permafrost terrain, validation from Iqaluit Airport, Baffin Island, Canada Short, Naomi; LeBlanc, Anne-Marie; Sladen, Wendy Remote Sensing of Environment, Vol. 141 https://doi.org/10.1016/j.rse.2013.10.016	journal	February 2014
Absolute water storages in the Congo River floodplains from integration of InSAR and satellite radar altimetry Yuan, Ting; Lee, Hyongki; Jung, Hahn Chul Remote Sensing of Environment, Vol. 201 https://doi.org/10.1016/j.rse.2017.09.003	journal	November 2017
Quantitative mapping of groundwater depletion at the water management scale using a combined GRACE/InSAR approach Castellazzi, Pascal; Longuevergne, Laurent; Martel, Richard Remote Sensing of Environment, Vol. 205 https://doi.org/10.1016/j.rse.2017.11.025	journal	February 2018
Ground surface response to continuous compaction of aquifer system in Tehran, Iran: Results from a long-term multi-sensor InSAR analysis Haghshenas Haghighi, Mahmud; Motagh, Mahdi Remote Sensing of Environment, Vol. 221 https://doi.org/10.1016/j.rse.2018.11.003	journal	February 2019
Influence of local geoid variation on water surface elevation estimates derived from multi-mission altimetry for Lake Namco Jiang, Liguang; Andersen, Ole Baltazar; Nielsen, Karina Remote Sensing of Environment, Vol. 221 https://doi.org/10.1016/j.rse.2018.11.004	journal	February 2019
Temporal variations in river water surface elevation and slope captured by AirSWOT Altenau, Elizabeth H.; Pavelsky, Tamlin M.; Moller, Delwyn Remote Sensing of Environment, Vol. 224 https://doi.org/10.1016/j.rse.2019.02.002	journal	April 2019
Hydrological monitoring of high-latitude shallow water bodies from high-resolution space-borne D-InSAR Siles, Gabriela; Trudel, Mélanie; Peters, Daniel L. Remote Sensing of Environment, Vol. 236 https://doi.org/10.1016/j.rse.2019.111444	journal	January 2020
Estimating inundation extent using CYGNSS data: A conceptual modeling study Chew, Clara; Small, Eric Remote Sensing of Environment, Vol. 246 https://doi.org/10.1016/j.rse.2020.111869	journal	September 2020
Active layer freeze-thaw and water storage dynamics in permafrost environments inferred from InSAR Chen, Jingyi; Wu, Yue; O'Connor, Michael Remote Sensing of Environment, Vol. 248 https://doi.org/10.1016/j.rse.2020.112007	journal	October 2020
Satellite InSAR survey of structurally-controlled land subsidence due to groundwater exploitation in the Aguascalientes Valley, Mexico Cigna, Francesca; Tapete, Deodato Remote Sensing of Environment, Vol. 254 https://doi.org/10.1016/j.rse.2020.112254	journal	March 2021
Continuous measurement of sea ice freeboard with tide gauges and GNSS interferometric reflectometry Xie, Surui Remote Sensing of Environment, Vol. 280 https://doi.org/10.1016/j.rse.2022.113165	journal	October 2022
Analysis of CYGNSS coherent reflectivity over land for the characterization of pan-tropical inundation dynamics Zeiger, Pierre; Frappart, Frédéric; Darrozes, José Remote Sensing of Environment, Vol. 282 https://doi.org/10.1016/j.rse.2022.113278	journal	December 2022
Flooding and inundation maps using interpolated CYGNSS reflectivity observations Chew, Clara; Small, Eric; Huelsing, Hannah Remote Sensing of Environment, Vol. 293 https://doi.org/10.1016/j.rse.2023.113598	journal	August 2023
A novel hybrid GNSS, GRACE, and InSAR joint inversion approach to constrain water loss during a record-setting drought in California Carlson, G.; Werth, S.; Shirzaei, M. Remote Sensing of Environment, Vol. 311 https://doi.org/10.1016/j.rse.2024.114303	journal	September 2024
Automating the detection of hydrological barriers and fragmentation in wetlands using deep learning and InSAR Hübinger, Clara; Fluet-Chouinard, Etienne; Hugelius, Gustaf Remote Sensing of Environment, Vol. 311 https://doi.org/10.1016/j.rse.2024.114314	journal	September 2024
Analyzing the Lake Urmia restoration progress using ground-based and spaceborne observations Saemian, P.; Elmi, O.; Vishwakarma, B. D. Science of The Total Environment, Vol. 739 https://doi.org/10.1016/j.scitotenv.2020.139857	journal	October 2020
The intrinsic cybernetics of large complex systems and how droughts turn into floods Punzo, Giuliano; Arbabi, Hadi Science of The Total Environment, Vol. 859 https://doi.org/10.1016/j.scitotenv.2022.159979	journal	February 2023
Legacy contributions to diffuse water pollution: Data-driven multi-catchment quantification for nutrients and carbon Cantoni, Jacopo; Kalantari, Zahra; Destouni, Georgia Science of The Total Environment, Vol. 879 https://doi.org/10.1016/j.scitotenv.2023.163092	journal	June 2023
Environmental drivers of human migration in Sub-Saharan Africa Wolde, Sinafekesh Girma; D'Odorico, Paolo; Rulli, Maria Cristina Global Sustainability, Vol. 6 https://doi.org/10.1017/sus.2023.5	journal	January 2023
Surface water dynamics in the Amazon Basin: Application of satellite radar altimetry Birkett, C. M. Journal of Geophysical Research, Vol. 107, Issue D20 https://doi.org/10.1029/2001JD000609	journal	January 2002
Estimated accuracies of regional water storage variations inferred from the Gravity Recovery and Climate Experiment (GRACE) Swenson, Sean; Wahr, John; Milly, P. C. D. Water Resources Research, Vol. 39, Issue 8 https://doi.org/10.1029/2002WR001808	journal	August 2003
Space‐based measurements of sheet‐flow characteristics in the Everglades wetland, Florida Wdowinski, Shimon; Amelung, Falk; Miralles‐Wilhelm, Fernando Geophysical Research Letters, Vol. 31, Issue 15 https://doi.org/10.1029/2004GL020383	journal	August 2004
The Shuttle Radar Topography Mission Farr, Tom G.; Rosen, Paul A.; Caro, Edward Reviews of Geophysics, Vol. 45, Issue 2 https://doi.org/10.1029/2005RG000183	journal	January 2007
Ground motion measurement in the Lake Mead area, Nevada, by differential synthetic aperture radar interferometry time series analysis: Probing the lithosphere rheological structure Cavalié, O.; Doin, M. ‐P.; Lasserre, C. Journal of Geophysical Research: Solid Earth, Vol. 112, Issue B3 https://doi.org/10.1029/2006JB004344	journal	March 2007
Land subsidence in Iran caused by widespread water reservoir overexploitation Motagh, Mahdi; Walter, Thomas R.; Sharifi, Mohammad Ali Geophysical Research Letters, Vol. 35, Issue 16 https://doi.org/10.1029/2008GL033814	journal	August 2008
Estimation of bathymetric depth and slope from data assimilation of swath altimetry into a hydrodynamic model Durand, Michael; Andreadis, Konstantinos M.; Alsdorf, Douglas E. Geophysical Research Letters, Vol. 35, Issue 20 https://doi.org/10.1029/2008GL034150	journal	October 2008
Geodesy in the 21st Century Wdowinski, Shimon; Eriksson, Susan Eos, Transactions American Geophysical Union, Vol. 90, Issue 18 https://doi.org/10.1029/2009EO180001	journal	May 2009
Satellites measure recent rates of groundwater depletion in California's Central Valley: CENTRAL VALLEY GROUNDWATER DEPLETION Famiglietti, J. S.; Lo, M.; Ho, S. L. Geophysical Research Letters, Vol. 38, Issue 3 https://doi.org/10.1029/2010GL046442	journal	February 2011
Seasonal and long-term vertical deformation in the Nepal Himalaya constrained by GPS and GRACE measurements: GPS/GRACE VERTICAL DEFORMATION IN NEPAL Fu, Yuning; Freymueller, Jeffrey T. Journal of Geophysical Research: Solid Earth, Vol. 117, Issue B3 https://doi.org/10.1029/2011JB008925	journal	March 2012
Ground referencing GRACE satellite estimates of groundwater storage changes in the California Central Valley, USA: GRACE GROUNDWATER DEPLETION CENTRAL VALLEY CA Scanlon, B. R.; Longuevergne, L.; Long, D. Water Resources Research, Vol. 48, Issue 4 https://doi.org/10.1029/2011WR011312	journal	April 2012
Accuracy of scaled GRACE terrestrial water storage estimates: ACCURACY OF GRACE-TWS Landerer, F. W.; Swenson, S. C. Water Resources Research, Vol. 48, Issue 4 https://doi.org/10.1029/2011WR011453	journal	April 2012
Ganga‐Brahmaputra river discharge from Jason‐2 radar altimetry: An update to the long‐term satellite‐derived estimates of continental freshwater forcing flux into the Bay of Bengal Papa, Fabrice; Bala, Sujit K.; Pandey, Rajesh K. Journal of Geophysical Research: Oceans, Vol. 117, Issue C11 https://doi.org/10.1029/2012JC008158	journal	November 2012
The Global Food-Energy-Water Nexus D'Odorico, Paolo; Davis, Kyle Frankel; Rosa, Lorenzo Reviews of Geophysics, Vol. 56, Issue 3 https://doi.org/10.1029/2017RG000591	journal	July 2018
Sustained Groundwater Loss in California's Central Valley Exacerbated by Intense Drought Periods Ojha, Chandrakanta; Shirzaei, Manoochehr; Werth, Susanna Water Resources Research, Vol. 54, Issue 7 https://doi.org/10.1029/2017WR022250	journal	July 2018
Satellite Remote Sensing for Water Resources Management: Potential for Supporting Sustainable Development in Data‐Poor Regions Sheffield, J.; Wood, E. F.; Pan, M. Water Resources Research, Vol. 54, Issue 12 https://doi.org/10.1029/2017WR022437	journal	December 2018
Soil Moisture Sensing Using Spaceborne GNSS Reflections: Comparison of CYGNSS Reflectivity to SMAP Soil Moisture Chew, C. C.; Small, E. E. Geophysical Research Letters, Vol. 45, Issue 9 https://doi.org/10.1029/2018GL077905	journal	May 2018
Sociohydrology: Scientific Challenges in Addressing the Sustainable Development Goals Di Baldassarre, Giuliano; Sivapalan, Murugesu; Rusca, Maria Water Resources Research, Vol. 55, Issue 8 https://doi.org/10.1029/2018WR023901	journal	August 2019
Glacial Melt and Potential Impacts on Water Resources in the Canadian Rocky Mountains Castellazzi, P.; Burgess, D.; Rivera, A. Water Resources Research, Vol. 55, Issue 12 https://doi.org/10.1029/2018WR024295	journal	December 2019
Global GRACE Data Assimilation for Groundwater and Drought Monitoring: Advances and Challenges Li, Bailing; Rodell, Matthew; Kumar, Sujay Water Resources Research, Vol. 55, Issue 9 https://doi.org/10.1029/2018WR024618	journal	September 2019
Integrating the Water Planetary Boundary With Water Management From Local to Global Scales Zipper, Samuel C.; Jaramillo, Fernando; Wang‐Erlandsson, Lan Earth's Future, Vol. 8, Issue 2 https://doi.org/10.1029/2019EF001377	journal	February 2020
A Decade of Water Storage Changes Across the Contiguous United States From GPS and Satellite Gravity Adusumilli, S.; Borsa, A. A.; Fish, M. A. Geophysical Research Letters, Vol. 46, Issue 22 https://doi.org/10.1029/2019GL085370	journal	November 2019
Seasonal and Long‐Term Groundwater Unloading in the Central Valley Modifies Crustal Stress Carlson, G.; Shirzaei, M.; Werth, S. Journal of Geophysical Research: Solid Earth, Vol. 125, Issue 1 https://doi.org/10.1029/2019JB018490	journal	January 2020
Socio‐Hydrology in Perspective—Circa 2018 Hall, Jim W. Water Resources Research, Vol. 55, Issue 3 https://doi.org/10.1029/2019WR024870	journal	March 2019
Illuminating water cycle modifications and Earth system resilience in the Anthropocene Gleeson, Tom; Wang‐Erlandsson, Lan; Porkka, Miina Water Resources Research, Vol. 56, Issue 4 https://doi.org/10.1029/2019WR024957	journal	March 2020
Lake Topography and Active Storage From Satellite Observations of Flood Frequency Fassoni‐Andrade, Alice César; Paiva, Rodrigo Cauduro Dias; Fleischmann, Ayan Santos Water Resources Research, Vol. 56, Issue 7 https://doi.org/10.1029/2019WR026362	journal	June 2020
Continuity of Ice Sheet Mass Loss in Greenland and Antarctica From the GRACE and GRACE Follow‐On Missions Velicogna, Isabella; Mohajerani, Yara; A., Geruo Geophysical Research Letters, Vol. 47, Issue 8 https://doi.org/10.1029/2020GL087291	journal	April 2020
Determining Bathymetry of Shallow and Ephemeral Desert Lakes Using Satellite Imagery and Altimetry Armon, M.; Dente, E.; Shmilovitz, Y. Geophysical Research Letters, Vol. 47, Issue 7 https://doi.org/10.1029/2020GL087367	journal	April 2020
Extending the Global Mass Change Data Record: GRACE Follow‐On Instrument and Science Data Performance Landerer, Felix W.; Flechtner, Frank M.; Save, Himanshu Geophysical Research Letters, Vol. 47, Issue 12 https://doi.org/10.1029/2020GL088306	journal	June 2020
Rise of Great Lakes Surface Water, Sinking of the Upper Midwest of the United States, and Viscous Collapse of the Forebulge of the Former Laurentide Ice Sheet Argus, Donald F.; Ratliff, Benjamin; DeMets, Charles Journal of Geophysical Research: Solid Earth, Vol. 125, Issue 9 https://doi.org/10.1029/2020JB019739	journal	September 2020
Amazon Hydrology From Space: Scientific Advances and Future Challenges Fassoni‐Andrade, Alice César; Fleischmann, Ayan Santos; Papa, Fabrice Reviews of Geophysics, Vol. 59, Issue 4 https://doi.org/10.1029/2020RG000728	journal	November 2021
Hydrological Model Calibration for Dammed Basins Using Satellite Altimetry Information Zhong, Ruida; Zhao, Tongtiegang; Chen, Xiaohong Water Resources Research, Vol. 56, Issue 8 https://doi.org/10.1029/2020WR027442	journal	August 2020
Retrieval of Simultaneous Water‐Level Changes in Small Lakes With InSAR Palomino‐Ángel, S.; Vázquez, R. F.; Hampel, H. Geophysical Research Letters, Vol. 49, Issue 2 https://doi.org/10.1029/2021GL095950	journal	January 2022
Satellite Laser Altimetry Reveals a Net Water Mass Gain in Global Lakes With Spatial Heterogeneity in the Early 21st Century Luo, Shuangxiao; Song, Chunqiao; Ke, Linghong Geophysical Research Letters, Vol. 49, Issue 3 https://doi.org/10.1029/2021GL096676	journal	February 2022
Understanding the Geodetic Signature of Large Aquifer Systems: Example of the Ozark Plateaus in Central United States Larochelle, Stacy; Chanard, Kristel; Fleitout, Luce Journal of Geophysical Research: Solid Earth, Vol. 127, Issue 3 https://doi.org/10.1029/2021JB023097	journal	March 2022
Joint Inversion of GNSS and GRACE for Terrestrial Water Storage Change in California Carlson, G.; Werth, S.; Shirzaei, M. Journal of Geophysical Research: Solid Earth, Vol. 127, Issue 3 https://doi.org/10.1029/2021JB023135	journal	March 2022
Development and Application of a 1D Compaction Model to Understand 65 Years of Subsidence in the San Joaquin Valley Lees, Matthew; Knight, Rosemary; Smith, Ryan Water Resources Research, Vol. 58, Issue 6 https://doi.org/10.1029/2021WR031390	journal	June 2022
A Framework for Estimating Global River Discharge From the Surface Water and Ocean Topography Satellite Mission Durand, Michael; Gleason, Colin J.; Pavelsky, Tamlin M. Water Resources Research, Vol. 59, Issue 4 https://doi.org/10.1029/2021WR031614	journal	April 2023
Subsidence in Coastal Cities Throughout the World Observed by InSAR Wu, Pei‐Chin; Wei, Meng (Matt); D’Hondt, Steven Geophysical Research Letters, Vol. 49, Issue 7 https://doi.org/10.1029/2022GL098477	journal	March 2022
Accelerating Ice Loss From Peripheral Glaciers in North Greenland Khan, Shfaqat A.; Colgan, William; Neumann, Thomas A. Geophysical Research Letters, Vol. 49, Issue 12 https://doi.org/10.1029/2022GL098915	journal	June 2022
Subsurface Water Flux in California's Central Valley and Its Source Watershed From Space Geodesy Argus, Donald F.; Martens, Hilary R.; Borsa, Adrian A. Geophysical Research Letters, Vol. 49, Issue 22 https://doi.org/10.1029/2022GL099583	journal	November 2022
Groundwater Volume Loss in Mexico City Constrained by InSAR and GRACE Observations and Mechanical Models Khorrami, Mohammad; Shirzaei, Manoochehr; Ghobadi‐Far, Khosro Geophysical Research Letters, Vol. 50, Issue 5 https://doi.org/10.1029/2022GL101962	journal	March 2023
A Review of GNSS/GPS in Hydrogeodesy: Hydrologic Loading Applications and Their Implications for Water Resource Research White, Alissa M.; Gardner, W. Payton; Borsa, Adrian A. Water Resources Research, Vol. 58, Issue 7 https://doi.org/10.1029/2022WR032078	journal	July 2022
Remote Sensing of Groundwater: Current Capabilities and Future Directions Adams, Kyra H.; Reager, John T.; Rosen, Paul Water Resources Research, Vol. 58, Issue 10 https://doi.org/10.1029/2022WR032219	journal	October 2022
Tracking Centimeter‐Scale Water Level Changes in Swedish Lakes Using D‐InSAR Aminjafari, S.; Brown, I.; Mayamey, F. V. Water Resources Research, Vol. 60, Issue 2 https://doi.org/10.1029/2022WR034290	journal	February 2024
Drought and Human Mobility in Africa Ceola, S.; Mård, J.; Di Baldassarre, G. Earth's Future, Vol. 11, Issue 12 https://doi.org/10.1029/2023EF003510	journal	December 2023
Isolating the Poroelastic Response of the Groundwater System in InSAR Data From the Central Valley of California Kang, S.; Knight, R. Geophysical Research Letters, Vol. 50, Issue 9 https://doi.org/10.1029/2023GL103222	journal	April 2023
The Surface Water and Ocean Topography Mission: A Breakthrough in Radar Remote Sensing of the Ocean and Land Surface Water Fu, Lee‐Lueng; Pavelsky, Tamlin; Cretaux, Jean‐Francois Geophysical Research Letters, Vol. 51, Issue 4 https://doi.org/10.1029/2023GL107652	journal	February 2024
Leveraging ICESat, ICESat‐2, and Landsat for Global‐Scale, Multi‐Decadal Reconstruction of Lake Water Levels Yao, Fangfang; Livneh, Ben; Rajagopalan, Balaji Water Resources Research, Vol. 60, Issue 2 https://doi.org/10.1029/2023WR035721	journal	February 2024
Distinctive Patterns of Water Level Change in Swedish Lakes Driven by Climate and Human Regulation Aminjafari, S.; Brown, I. A.; Frappart, F. Water Resources Research, Vol. 60, Issue 3 https://doi.org/10.1029/2023WR036160	journal	March 2024
A comparison of the performance of the ice and ocean tracking modes of the ERS‐1 radar altimeter over non‐ocean surfaces Scott, R. F.; Baker, S. G.; Birkett, C. M. Geophysical Research Letters, Vol. 21, Issue 7 https://doi.org/10.1029/94GL00178	journal	April 1994
Deformation of the Earth by surface loads Farrell, W. E. Reviews of Geophysics, Vol. 10, Issue 3 https://doi.org/10.1029/RG010i003p00761	journal	January 1972
A safe operating space for humanity Rockström, Johan; Steffen, Will; Noone, Kevin Nature, Vol. 461, Issue 7263 https://doi.org/10.1038/461472a	journal	September 2009
Global threats to human water security and river biodiversity Vörösmarty, C. J.; McIntyre, P. B.; Gessner, M. O. Nature, Vol. 467, Issue 7315 https://doi.org/10.1038/nature09440	journal	September 2010
Deep learning LeCun, Yann; Bengio, Yoshua; Hinton, Geoffrey Nature, Vol. 521, Issue 7553 https://doi.org/10.1038/nature14539	journal	May 2015
High-resolution mapping of global surface water and its long-term changes Pekel, Jean-François; Cottam, Andrew; Gorelick, Noel Nature, Vol. 540, Issue 7633 https://doi.org/10.1038/nature20584	journal	December 2016
Hydroclimatic shifts driven by human water use for food and energy production Destouni, Georgia; Jaramillo, Fernando; Prieto, Carmen Nature Climate Change, Vol. 3, Issue 3 https://doi.org/10.1038/nclimate1719	journal	October 2012
Global insights into water resources, climate change and governance Grafton, R. Quentin; Pittock, Jamie; Davis, Richard Nature Climate Change, Vol. 3, Issue 4 https://doi.org/10.1038/nclimate1746	journal	November 2012
The water-land-food nexus of first-generation biofuels Rulli, Maria Cristina; Bellomi, Davide; Cazzoli, Andrea Scientific Reports, Vol. 6, Issue 1 https://doi.org/10.1038/srep22521	journal	March 2016
Multimodel assessment of water scarcity under climate change Schewe, Jacob; Heinke, Jens; Gerten, Dieter Proceedings of the National Academy of Sciences, Vol. 111, Issue 9 https://doi.org/10.1073/pnas.1222460110	journal	December 2013
Analysis of ALOS PALSAR InSAR data for mapping water level changes in Yellow River Delta wetlands Xie, Chou; Shao, Yun; Xu, Ji International Journal of Remote Sensing, Vol. 34, Issue 6 https://doi.org/10.1080/01431161.2012.731541	journal	November 2012
Radar detection of flooding beneath the forest canopy: a review Hess, Laura L.; Melack, John M.; Simonett, David S. International Journal of Remote Sensing, Vol. 11, Issue 7 https://doi.org/10.1080/01431169008955095	journal	July 1990
Mapping ice sheets with the altimeter McINTYRE, Neil International Journal of Remote Sensing, Vol. 12, Issue 8 https://doi.org/10.1080/01431169108955207	journal	August 1991
Challenges in operationalizing the water–energy–food nexus Liu, J.; Yang, H.; Cudennec, C. Hydrological Sciences Journal, Vol. 62, Issue 11 https://doi.org/10.1080/02626667.2017.1353695	journal	July 2017
Epistemological dimensions of the water–energy–food nexus approach: reply to discussions of “Challenges in operationalizing the water–energy–food nexus” Cudennec, C.; Liu, J.; Qi, J. Hydrological Sciences Journal, Vol. 63, Issue 12 https://doi.org/10.1080/02626667.2018.1545097	journal	September 2018
Twenty-three unsolved problems in hydrology (UPH) – a community perspective Blöschl, Günter; Bierkens, Marc F. P.; Chambel, Antonio Hydrological Sciences Journal, Vol. 64, Issue 10 https://doi.org/10.1080/02626667.2019.1620507	journal	July 2019
Groundwater storage change detection from in situ and GRACE-based estimates in major river basins across India Bhanja, Soumendra N.; Mukherjee, Abhijit; Rodell, Matthew Hydrological Sciences Journal, Vol. 65, Issue 4 https://doi.org/10.1080/02626667.2020.1716238	journal	January 2020
The IAHS Science for Solutions decade, with Hydrology Engaging Local People IN one Global world (HELPING) Arheimer, Berit; Cudennec, Christophe; Castellarin, Attilio Hydrological Sciences Journal, Vol. 69, Issue 11 https://doi.org/10.1080/02626667.2024.2355202	journal	August 2024
Interactive online tools for enhancing student learning experiences in remote sensing Joyce, Karen E.; Boitshwarelo, Bopelo; Phinn, Stuart R. Journal of Geography in Higher Education, Vol. 38, Issue 3 https://doi.org/10.1080/03098265.2014.933404	journal	July 2014
Retrieval of Lake Ice Characteristics from SAR Imagery Siles, Gabriela; Leconte, Robert; Peters, Daniel L. Canadian Journal of Remote Sensing, Vol. 48, Issue 3 https://doi.org/10.1080/07038992.2022.2042227	journal	March 2022
Water Scarcity in the Twenty-first Century Seckler, David; Barker, Randolph; Amarasinghe, Upali International Journal of Water Resources Development, Vol. 15, Issue 1-2 https://doi.org/10.1080/07900629948916	journal	March 1999
Greenhouse Gas Emissions from Reservoir Water Surfaces: A New Global Synthesis Deemer, Bridget R.; Harrison, John A.; Li, Siyue BioScience, Vol. 66, Issue 11 https://doi.org/10.1093/biosci/biw117	journal	October 2016
Hydrological implications of large-scale afforestation in tropical biomes for climate change mitigation Ricciardi, Livia; D'Odorico, Paolo; Galli, Nikolas Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 377, Issue 1857 https://doi.org/10.1098/rstb.2021.0391	journal	June 2022
A three-component scattering model for polarimetric SAR data Freeman, A.; Durden, S. L. IEEE Transactions on Geoscience and Remote Sensing, Vol. 36, Issue 3 https://doi.org/10.1109/36.673687	journal	May 1998
InSAR for estimation of changes in snow water equivalent of dry snow Guneriussen, T.; Hogda, K. A.; Johnsen, H. IEEE Transactions on Geoscience and Remote Sensing, Vol. 39, Issue 10 https://doi.org/10.1109/36.957273	journal	January 2001
Land Subsidence over Densely Vegetated Aquifers in Texas and California Zebker, Molly; Chen, Jingyi IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium https://doi.org/10.1109/IGARSS52108.2023.10283076	conference	July 2023
Application of Multi-Sensor Satellite Data to Observe Water Storage Variations Singh, Alka; Seitz, Florian; Schwatke, Christian IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 6, Issue 3 https://doi.org/10.1109/JSTARS.2013.2258326	journal	June 2013
Active Layer Thickness Retrieval of Qinghai–Tibet Permafrost Using the TerraSAR-X InSAR Technique Wang, Chao; Zhang, Zhengjia; Zhang, Hong IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 11, Issue 11 https://doi.org/10.1109/JSTARS.2018.2873219	journal	November 2018
Analysis of CYGNSS Data for Soil Moisture Retrieval Clarizia, Maria Paola; Pierdicca, Nazzareno; Costantini, Fabiano IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 12, Issue 7 https://doi.org/10.1109/JSTARS.2019.2895510	journal	July 2019
Mapping Basal Melt Under the Shackleton Ice Shelf, East Antarctica, From CryoSat-2 Radar Altimetry Liang, Qi; Zhou, Chunxia; Zheng, Lei IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 14 https://doi.org/10.1109/JSTARS.2021.3077359	journal	January 2021
Soil Moisture Change Monitoring from C and L-band SAR Interferometric Phase Observations Ranjbar, Sadegh; Akhoondzadeh, Mehdi; Brisco, Brian IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 14 https://doi.org/10.1109/JSTARS.2021.3096063	journal	January 2021
Deep-Learning-Based Multispectral Satellite Image Segmentation for Water Body Detection Yuan, Kunhao; Zhuang, Xu; Schaefer, Gerald IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 14 https://doi.org/10.1109/JSTARS.2021.3098678	journal	January 2021
The Accidental Tide Gauge: A GPS Reflection Case Study From Kachemak Bay, Alaska Larson, K. M.; Ray, R. D.; Nievinski, F. G. IEEE Geoscience and Remote Sensing Letters, Vol. 10, Issue 5 https://doi.org/10.1109/LGRS.2012.2236075	journal	September 2013
River Slope Observation From Spaceborne GNSS-R Carrier Phase Measurements: A Case Study Wang, Yang; Morton, Y. Jade IEEE Geoscience and Remote Sensing Letters, Vol. 19 https://doi.org/10.1109/LGRS.2021.3127750	journal	January 2022
Interferometric SAR for Wetland Hydrology: An Overview of Methods, Challenges, and Trends Lee, Hyongki; Yuan, Ting; Yu, Hanwen IEEE Geoscience and Remote Sensing Magazine, Vol. 8, Issue 1 https://doi.org/10.1109/MGRS.2019.2958653	journal	March 2020
Measurement of glacier geophysical properties from insar wrapped phase Forster, R. R.; Jezek, K. C.; Koenig, L. IEEE Transactions on Geoscience and Remote Sensing, Vol. 41, Issue 11 https://doi.org/10.1109/TGRS.2003.815413	journal	November 2003
Estimating Snow Accumulation From InSAR Correlation Observations Oveisgharan, Shadi; Zebker, Howard A. IEEE Transactions on Geoscience and Remote Sensing, Vol. 45, Issue 1 https://doi.org/10.1109/TGRS.2006.886196	journal	January 2007
TanDEM-X: A Satellite Formation for High-Resolution SAR Interferometry Krieger, Gerhard; Moreira, Alberto; Fiedler, Hauke IEEE Transactions on Geoscience and Remote Sensing, Vol. 45, Issue 11 https://doi.org/10.1109/TGRS.2007.900693	journal	November 2007
Radarsat-1 and ERS InSAR Analysis Over Southeastern Coastal Louisiana: Implications for Mapping Water-Level Changes Beneath Swamp Forests Lu, Zhong; Kwoun, Oh-ig IEEE Transactions on Geoscience and Remote Sensing, Vol. 46, Issue 8 https://doi.org/10.1109/TGRS.2008.917271	journal	August 2008
Interferometric Coherence Analysis of the Everglades Wetlands, South Florida Kim, Sang-Wan; Wdowinski, Shimon; Amelung, Falk IEEE Transactions on Geoscience and Remote Sensing, Vol. 51, Issue 12 https://doi.org/10.1109/TGRS.2012.2231418	journal	December 2013
Double-Bounce Component in Cross-Polarimetric SAR From a New Scattering Target Decomposition Hong, Sang-Hoon; Wdowinski, Shimon IEEE Transactions on Geoscience and Remote Sensing, Vol. 52, Issue 6 https://doi.org/10.1109/TGRS.2013.2268853	journal	June 2014
Fully Focused SAR Altimetry: Theory and Applications Egido, Alejandro; Smith, Walter H. F. IEEE Transactions on Geoscience and Remote Sensing, Vol. 55, Issue 1 https://doi.org/10.1109/TGRS.2016.2607122	journal	January 2017
WetNet: A Spatial–Temporal Ensemble Deep Learning Model for Wetland Classification Using Sentinel-1 and Sentinel-2 Hosseiny, Benyamin; Mahdianpari, Masoud; Brisco, Brian IEEE Transactions on Geoscience and Remote Sensing, Vol. 60 https://doi.org/10.1109/TGRS.2021.3113856	journal	January 2022
Improving Sentinel-3 SAR Mode Processing Over Lake Using Numerical Simulations Boy, Francois; Cretaux, Jean-Francois; Boussaroque, Malik IEEE Transactions on Geoscience and Remote Sensing, Vol. 60 https://doi.org/10.1109/TGRS.2021.3137034	journal	January 2022
Four billion people facing severe water scarcity Mekonnen, Mesfin M.; Hoekstra, Arjen Y. Science Advances, Vol. 2, Issue 2 https://doi.org/10.1126/sciadv.1500323	journal	February 2016
Short-lived pause in Central California subsidence after heavy winter precipitation of 2017 Murray, Kyle D.; Lohman, Rowena B. Science Advances, Vol. 4, Issue 8 https://doi.org/10.1126/sciadv.aar8144	journal	August 2018
Tracking the weight of Hurricane Harvey’s stormwater using GPS data Milliner, Chris; Materna, Kathryn; Bürgmann, Roland Science Advances, Vol. 4, Issue 9 https://doi.org/10.1126/sciadv.aau2477	journal	September 2018
Comment on “Short-lived pause in Central California subsidence after heavy winter precipitation of 2017” by K. D. Murray and R. B. Lohman Shirzaei, Manoochehr; Ojha, Chandrakanta; Werth, Susanna Science Advances, Vol. 5, Issue 6 https://doi.org/10.1126/sciadv.aav8038	journal	June 2019
Earth beyond six of nine planetary boundaries Richardson, Katherine; Steffen, Will; Lucht, Wolfgang Science Advances, Vol. 9, Issue 37 https://doi.org/10.1126/sciadv.adh2458	journal	September 2023
GRACE Measurements of Mass Variability in the Earth System Tapley, B. D. Science, Vol. 305, Issue 5683 https://doi.org/10.1126/science.1099192	journal	July 2004
Planetary boundaries: Guiding human development on a changing planet Steffen, W.; Richardson, K.; Rockstrom, J. Science, Vol. 347, Issue 6223 https://doi.org/10.1126/science.1259855	journal	January 2015
Ongoing drought-induced uplift in the western United States Borsa, A. A.; Agnew, D. C.; Cayan, D. R. Science, Vol. 345, Issue 6204 https://doi.org/10.1126/science.1260279	journal	August 2014
Comment on "Planetary boundaries: Guiding human development on a changing planet" Jaramillo, F.; Destouni, G. Science, Vol. 348, Issue 6240 https://doi.org/10.1126/science.aaa9629	journal	June 2015
A global transition to flash droughts under climate change Yuan, Xing; Wang, Yumiao; Ji, Peng Science, Vol. 380, Issue 6641 https://doi.org/10.1126/science.abn6301	journal	April 2023
Satellites reveal widespread decline in global lake water storage Yao, Fangfang; Livneh, Ben; Rajagopalan, Balaji Science, Vol. 380, Issue 6646 https://doi.org/10.1126/science.abo2812	journal	May 2023
A national-scale assessment of land subsidence in China’s major cities Ao, Zurui; Hu, Xiaomei; Tao, Shengli Science, Vol. 384, Issue 6693 https://doi.org/10.1126/science.adl4366	journal	April 2024
Assimilation of GRACE Terrestrial Water Storage Data into a Land Surface Model: Results for the Mississippi River Basin Zaitchik, Benjamin F.; Rodell, Matthew; Reichle, Rolf H. Journal of Hydrometeorology, Vol. 9, Issue 3 https://doi.org/10.1175/2007JHM951.1	journal	June 2008
Effects of Frozen Soil on Snowmelt Runoff and Soil Water Storage at a Continental Scale Niu, Guo-Yue; Yang, Zong-Liang Journal of Hydrometeorology, Vol. 7, Issue 5 https://doi.org/10.1175/JHM538.1	journal	October 2006
Using radar altimetry to update a large-scale hydrological model of the Brahmaputra river basin Finsen, Flemming; Milzow, Christian; Smith, Richard Hydrology Research, Vol. 45, Issue 1 https://doi.org/10.2166/nh.2013.191	journal	July 2013
Ice velocity measurements of Langjökull, Iceland, from interferometric synthetic aperture radar (InSAR) Palmer, Steven; Shepherd, Andrew; Björnsson, Helgi Journal of Glaciology, Vol. 55, Issue 193 https://doi.org/10.3189/002214309790152573	journal	January 2009
InSAR observations of the 1993–95 Bering Glacier (Alaska, U.S.A.) surge and a surge hypothesis Fatland, Dennis R.; Lingle, Craig S. Journal of Glaciology, Vol. 48, Issue 162 https://doi.org/10.3189/172756502781831296	journal	January 2002
Antarctica, Greenland and Gulf of Alaska land-ice evolution from an iterated GRACE global mascon solution Luthcke, Scott B.; Sabaka, T. J.; Loomis, B. D. Journal of Glaciology, Vol. 59, Issue 216 https://doi.org/10.3189/2013JoG12J147	journal	January 2013
Reservoir Ice Conditions from Multi-Sensor Remote Sensing and ERA5-Land: The Manicouagan Hydroelectric Reservoir Case Study Siles, Gabriela Llanet; Leconte, Robert Hydrology, Vol. 10, Issue 5 https://doi.org/10.3390/hydrology10050108	journal	May 2023
L-Band Temporal Coherence Assessment and Modeling Using Amplitude and Snow Depth over Interior Alaska Eshqi Molan, Yusuf; Kim, Jin-Woo; Lu, Zhong Remote Sensing, Vol. 10, Issue 1 https://doi.org/10.3390/rs10010150	journal	January 2018
Ground Deformations around the Toktogul Reservoir, Kyrgyzstan, from Envisat ASAR and Sentinel-1 Data—A Case Study about the Impact of Atmospheric Corrections on InSAR Time Series Neelmeijer, Julia; Schöne, Tilo; Dill, Robert Remote Sensing, Vol. 10, Issue 3 https://doi.org/10.3390/rs10030462	journal	March 2018
SAR Backscatter and InSAR Coherence for Monitoring Wetland Extent, Flood Pulse and Vegetation: A Study of the Amazon Lowland Canisius, Francis; Brisco, Brian; Murnaghan, Kevin Remote Sensing, Vol. 11, Issue 6 https://doi.org/10.3390/rs11060720	journal	March 2019
An Improved GPS-Inferred Seasonal Terrestrial Water Storage Using Terrain-Corrected Vertical Crustal Displacements Constrained by GRACE Fok, Hok Sum; Liu, Yongxin Remote Sensing, Vol. 11, Issue 12 https://doi.org/10.3390/rs11121433	journal	June 2019
High Spatio-Temporal Resolution CYGNSS Soil Moisture Estimates Using Artificial Neural Networks Eroglu, Orhan; Kurum, Mehmet; Boyd, Dylan Remote Sensing, Vol. 11, Issue 19 https://doi.org/10.3390/rs11192272	journal	September 2019
Next-Generation Gravity Missions: Sino-European Numerical Simulation Comparison Exercise Pail, Roland; Yeh, Hsien-Chi; Feng, Wei Remote Sensing, Vol. 11, Issue 22 https://doi.org/10.3390/rs11222654	journal	November 2019
Constrained Linear Deconvolution of GRACE Anomalies to Correct Spatial Leakage Seo, Ki-Weon; Oh, Seokhoon; Eom, Jooyoung Remote Sensing, Vol. 12, Issue 11 https://doi.org/10.3390/rs12111798	journal	June 2020
Monitoring Water Level Change and Seasonal Vegetation Change in the Coastal Wetlands of Louisiana Using L-Band Time-Series Liao, Tien-Hao; Simard, Marc; Denbina, Michael Remote Sensing, Vol. 12, Issue 15 https://doi.org/10.3390/rs12152351	journal	July 2020
Building an Online Learning Module for Satellite Remote Sensing Applications in Hydrologic Science Maggioni, Viviana; Girotto, Manuela; Habib, Emad Remote Sensing, Vol. 12, Issue 18 https://doi.org/10.3390/rs12183009	journal	September 2020
Emerging Changes in Terrestrial Water Storage Variability as a Target for Future Satellite Gravity Missions Jensen, Laura; Eicker, Annette; Dobslaw, Henryk Remote Sensing, Vol. 12, Issue 23 https://doi.org/10.3390/rs12233898	journal	November 2020
A Novel Method for Automated Supraglacial Lake Mapping in Antarctica Using Sentinel-1 SAR Imagery and Deep Learning Dirscherl, Mariel; Dietz, Andreas J.; Kneisel, Christof Remote Sensing, Vol. 13, Issue 2 https://doi.org/10.3390/rs13020197	journal	January 2021
Multi-Sensor InSAR Assessment of Ground Deformations around Lake Mead and Its Relation to Water Level Changes Darvishi, Mehdi; Destouni, Georgia; Aminjafari, Saeid Remote Sensing, Vol. 13, Issue 3 https://doi.org/10.3390/rs13030406	journal	January 2021
An Assessment of the Filling Process of the Grand Ethiopian Renaissance Dam and Its Impact on the Downstream Countries Kansara, Prakrut; Li, Wenzhao; El-Askary, Hesham Remote Sensing, Vol. 13, Issue 4 https://doi.org/10.3390/rs13040711	journal	February 2021
Two Severe Prolonged Hydrological Droughts Analysis over Mainland Australia Using GRACE Satellite Data Wang, Wei; Shen, Yunzhong; Wang, Fengwei Remote Sensing, Vol. 13, Issue 8 https://doi.org/10.3390/rs13081432	journal	April 2021
An Innovative Slepian Approach to Invert GRACE KBRR for Localized Hydrological Information at the Sub-Basin Scale Ramillien, Guillaume; Seoane, Lucía; Darrozes, José Remote Sensing, Vol. 13, Issue 9 https://doi.org/10.3390/rs13091824	journal	May 2021
SNR-Based Water Height Retrieval in Rivers: Application to High Amplitude Asymmetric Tides in the Garonne River Zeiger, Pierre; Frappart, Frédéric; Darrozes, José Remote Sensing, Vol. 13, Issue 9 https://doi.org/10.3390/rs13091856	journal	May 2021
Surface Water Storage in Rivers and Wetlands Derived from Satellite Observations: A Review of Current Advances and Future Opportunities for Hydrological Sciences Papa, Fabrice; Frappart, Frédéric Remote Sensing, Vol. 13, Issue 20 https://doi.org/10.3390/rs13204162	journal	October 2021
Biases Analysis and Calibration of ICESat-2/ATLAS Data Based on Crossover Adjustment Method Wang, Tao; Fang, Yong; Zhang, Shuangcheng Remote Sensing, Vol. 14, Issue 20 https://doi.org/10.3390/rs14205125	journal	October 2022
Preliminary Study on InSAR-Based Uplift or Subsidence Monitoring and Stability Evaluation of Ground Surface in the Permafrost Zone of the Qinghai–Tibet Engineering Corridor, China Du, Qingsong; Chen, Dun; Li, Guoyu Remote Sensing, Vol. 15, Issue 15 https://doi.org/10.3390/rs15153728	journal	July 2023
Remote Sensing-Derived Bathymetry of Lake Poopó Arsen, Adalbert; Crétaux, Jean-François; Berge-Nguyen, Muriel Remote Sensing, Vol. 6, Issue 1 https://doi.org/10.3390/rs6010407	journal	December 2013
InSAR-Based Mapping of Tidal Inundation Extent and Amplitude in Louisiana Coastal Wetlands Oliver-Cabrera, Talib; Wdowinski, Shimon Remote Sensing, Vol. 8, Issue 5 https://doi.org/10.3390/rs8050393	journal	May 2016
Dynamic River Masks from Multi-Temporal Satellite Imagery: An Automatic Algorithm Using Graph Cuts Optimization Elmi, Omid; Tourian, Mohammad; Sneeuw, Nico Remote Sensing, Vol. 8, Issue 12 https://doi.org/10.3390/rs8121005	journal	December 2016
Evaluating the Performance of Seven Ongoing Satellite Altimetry Missions for Measuring Inland Water Levels of the Great Lakes An, Zhiyuan; Chen, Peng; Tang, Fucai Sensors, Vol. 22, Issue 24 https://doi.org/10.3390/s22249718	journal	December 2022
Application of Deep Learning on UAV-Based Aerial Images for Flood Detection Munawar, Hafiz Suliman; Ullah, Fahim; Qayyum, Siddra Smart Cities, Vol. 4, Issue 3 https://doi.org/10.3390/smartcities4030065	journal	September 2021
Priorities and Interactions of Sustainable Development Goals (SDGs) with Focus on Wetlands Jaramillo, Fernando; Desormeaux, Amanda; Hedlund, Johanna Water, Vol. 11, Issue 3 https://doi.org/10.3390/w11030619	journal	March 2019
Analysis of Floodplain Dynamics in the Atrato River Colombia Using SAR Interferometry Palomino-Ángel, Sebastián; Anaya-Acevedo, Jesús A.; Simard, Marc Water, Vol. 11, Issue 5 https://doi.org/10.3390/w11050875	journal	April 2019
Research Trends in the Use of Remote Sensing for Inland Water Quality Science: Moving Towards Multidisciplinary Applications Topp, Simon N.; Pavelsky, Tamlin M.; Jensen, Daniel Water, Vol. 12, Issue 1 https://doi.org/10.3390/w12010169	journal	January 2020
The ice regime of Lake Baikal from historical and satellite data: Relationship to air temperature, dynamical, and other factors Kouraev, Alexei V.; Semovski, Sergei V.; Shimaraev, Michail N. Limnology and Oceanography, Vol. 52, Issue 3 https://doi.org/10.4319/lo.2007.52.3.1268	journal	May 2007
Emerging Properties in Self-Supervised Vision Transformers Caron, Mathilde; Touvron, Hugo; Misra, Ishan arXiv https://doi.org/10.48550/arXiv.2104.14294	preprint	January 2021

Similar Records

Your House is a System: How To's for the Handy Homeowner

Program Document · Sun Jan 01 04:00:00 UTC 2006 · OSTI ID:1218590

Repairing Windows & Doors: How To's for the Handy Homeowner

Program Document · Thu Jan 05 04:00:00 UTC 2006 · OSTI ID:1218594

Repairing Walls & Floors: How To's for the Handy Homeowner

Program Document · Mon Jan 09 04:00:00 UTC 2006 · OSTI ID:1218592

Related Subjects

54 ENVIRONMENTAL SCIENCES
GNSS
InSAR
altimetry
gravimetry
hydrogeodesy
planetary boundaries

Title: The Potential of Hydrogeodesy to Address Water-Related and Sustainability Challenges

Citation Formats

References (212)

Similar Records

Related Subjects