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Machine learning prediction for filling the interruptions of tide gauge data using a least square estimation method from nearest stationsJahanmard, Vahidreza; Delpeche-Ellmann, Nicole Camille; Ellmann, ArtuGeodesy for a Sustainable Earth, Scientific Assembly of the International Association of Geodesy : abstract book2021 / S5-030 p. 529 https://mm.sciconf.cn/en/minisite/poster-detail-new/1646?poster_id=1563508 https://files.sciconf.cn/upload/file/20210626/20210626085039_69146.pdf

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52

book article

A multivariate-multistep-ahead forecasting of dynamic topography using convolutional encoder-decoder network in the Baltic SeaRajabi Kiasari, Saeed; Delpeche-Ellmann, Nicole Camille; Ellmann, ArtuXXVIII General Assembly of the International Union of Geodesy and Geophysics (IUGG)2023 / 1 p https://doi.org/10.57757/IUGG23-1664

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53

book article

Observations of Lagrangian transport using a synergy of satellite and in-situ surface drifters in the Baltic Sea for the period 2011-2018Delpeche-Ellmann, Nicole Camille; Giudici, Andrea; Rätsep, Margus; Soomere, Tarmo; Ellmann, ArtuLiving Planet Symposium (LPS22)2022 / 1 p https://www.lps22.eu/

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journal article EST / journal article ENG

Observations of surface drift and effects induced by wind and surface waves in the Baltic Sea for the period 2011–2018Delpeche-Ellmann, Nicole Camille; Giudici, Andrea; Rätsep, Margus; Soomere, TarmoEstuarine, coastal and shelf science2021 / art. 107071, 13 p. : ill., map https://doi.org/10.1016/j.ecss.2020.107071 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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55

book article

Performance of sentinel-3 and CryoSat-2 altimetry in the coastal regions of the Baltic Sea ; S6-P2Birgiel, Elzbieta; Ellmann, Artu; Delpeche-Ellmann, Nicole CamilleInternational Symposium Gravity, Geoid and Height Systems 2 : GGHS2018 : “Gravity Field Of The Earth” : The 2nd joint meeting of the International Gravity Field Service and Commission 2 of the International Association of Geodesy, Copenhagen, Denmark, Sept. 17-21, 2018 : abstract book2018 / p. 143-144

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56

book article

Performance of sentinel-3A SAR altimetry retrackers: The SAMOSA coastal sea surface heights for the Baltic SeaBirgiel, Elzbieta; Ellmann, Artu; Delpeche-Ellmann, Nicole CamilleFiducial Reference Measurements for Altimetry : Proceedings of the International Review Workshop on Satellite Altimetry Cal/Val Activities and Applications2020 / p. 23-32 https://doi.org/10.1007/1345_2019_59

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57

journal article EST / journal article ENG

Possible presence of shear instabilities at steep slopes during an upwelling event in the Gulf of Finland, Baltic SeaDelpeche-Ellmann, Nicole Camille; Soomere, TarmoJournal of coastal research Proceedings of the 15th International Coastal Symposium, Haeundae, Busan, 13-18 May 20182018 / p. 481–485 https://doi.org/10.2112/SI85-097.1 https://www.jcronline.org/doi/abs/10.2112/SI85-097.1 Conference Proceedings at Scopus Article at Scopus Conference Proceedings at WOS Article at WOS

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58

book article

The potential of SWOT altimetry data for validating the accuracy of marine geoidmodels in the Baltic SeaKupavõh, Aleksei; Ellmann, Artu; Delpeche-Ellmann, Nicole Camille; Varbla, SanderGGHS2024 : Gravity, Geoid and Height Systems : Book of Abstracts2024 / p. 18-19 https://www.gghs2024.com/appsnfiles/go/boa/Book-of-Abstracts.pdf?v=1725460868

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59

journal article

Properties of in-situ Lagrangian surface drifters and the relationship with Stokes drift in the Baltic SeaDelpeche-Ellmann, Nicole Camille; Giudici, AndreaJournal of coastal research2024 / p. 417-421 https://doi.org/10.2112/JCR-SI113-082.1

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60

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Quantification of hydrodynamic model sea level bias utilizing deep learning and synergistic integration of data sourcesJahanmard, Vahidreza; Hordoir, Robinson; Delpeche-Ellmann, Nicole Camille; Ellmann, ArtuOcean modelling2023 / art. 102286 : ill., map https://doi.org/10.1016/j.ocemod.2023.102286 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Related publications 1

Developments towards deriving realistic dynamic topography by synergizing high-resolution geoid with sea level data = Merepinna realistliku dünaamilise topograafia saavutamine täppisgeoidi ja meretaseme andmestike kooskasutamisel

61

book article

Quantifying absolute dynamic topography by synergy of satellite, geoid and hydrodynamic modelMostafavi, Majid; Delpeche-Ellmann, Nicole Camille; Ellmann, ArtuXXVIII General Assembly of the International Union of Geodesy and Geophysics (IUGG)2023 https://doi.org/10.57757/IUGG23-2385

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62

book article

Realistic coastal dynamic topography by a synergy of satellite altimetry data and marine geoidEllmann, Artu; Jahanmard, Vahidreza; Varbla, Sander; Mostafavi, Majid; Delpeche-Ellmann, Nicole CamilleLiving Planet Symposium (LPS22)2022 / 1 p https://www.lps22.eu/

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63

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Realistic dynamic topography through coupling geoid and hydrodynamic models of the Baltic SeaJahanmard, Vahidreza; Delpeche-Ellmann, Nicole Camille; Ellmann, ArtuContinental shelf research2021 / art. 104421 https://doi.org/10.1016/j.csr.2021.104421 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Related publications 1

Developments towards deriving realistic dynamic topography by synergizing high-resolution geoid with sea level data = Merepinna realistliku dünaamilise topograafia saavutamine täppisgeoidi ja meretaseme andmestike kooskasutamisel

64

book article

Reanalysis of ocean model-based dynamic topography utilizing deep neural network and geoid-referenced observationsJahanmard, Vahidreza; Delpeche-Ellmann, Nicole Camille; Ellmann, Artu2023 Machine Learning And Data Analysis In Oceanography, University of Liège, Belgium2023 / 1 p Reanalysis of ocean model-based dynamic topography utilizing deep neural network and geoid-referenced observations

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65

book article

Reconstruction of dynamic topography using cyclostationary empirical orthogonal functions in the Baltic SeaMostafavi, Majid; Rajabi-Kiasari, Saeed; Jahanmard, Vahidreza; Delpeche-Ellmann, Nicole Camille; Ellmann, ArtuNordic Geodetic Commission General Assembly 2022 in Copenhagen : Poster Session2022 / 25 l. https://medialib.cmcdn.dk/medialibrary/010C1367-E991-4A33-AB10-1953247E9C23/530AEABD-3A25-ED11-84B6-00155D0B0940.pdf

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66

journal article EST / journal article ENG

Retrieval of directional power spectral density and wave parameters from airborne LiDAR point cloudJahanmard, Vahidreza; Varbla, Sander; Delpeche-Ellmann, Nicole Camille; Ellmann, ArtuOcean engineering2022 / art. 112694 https://doi.org/10.1016/j.oceaneng.2022.112694 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Related publications 1

Developments towards deriving realistic dynamic topography by synergizing high-resolution geoid with sea level data = Merepinna realistliku dünaamilise topograafia saavutamine täppisgeoidi ja meretaseme andmestike kooskasutamisel

67

book article

River water level monitoring from satellite radar altimetry multi missions a case study of the Amazon and Danube riversMostafavi, Majid; Shirzad, R.; Delpeche-Ellmann, Nicole Camille; Ellmann, Artu12th Coastal Altimetry Workshop : Coastal Altrimetry Training Course, 4-7 February, 2020 : European Space Agency ESRIN, Frascati, Italy : abstracts2020 / p. 34-35 https://az659834.vo.msecnd.net/eventsairwesteuprod/production-nikal-public/ae128dad984c40168397660cc8d0ede7

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68

journal article

Satelliitaltimeetria andmetel põhineva merepinna kõrguste täpsuse tuvastamine erinevate andmestike koosmõjulHeinoja, Lenne-Liisa; Delpeche-Ellmann, Nicole Camille; Ellmann, ArtuGeodeet2022 / lk. 26-30 : ill http://www.ester.ee/record=b1072198*est

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69

book article

Satellite altimetry derived dynamic topography using high-resolution geoid model with synergized sealevel data sourcesKupavõh, Aleksei; Delpeche-Ellmann, Nicole Camille; Ellmann, Artu30 years of progress in radar altimetry symposium, Montpellier, France, 2-7. Sept. 2024 : Abstract book2024 / p. 184-185, art. 362 https://az659834.vo.msecnd.net/eventsairwesteuprod/production-nikal-public/338507f0dac84686b1d40a263ba347c6

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70

book article

Satellite altimetry performance verified to enhanced hydrodynamic model of the Baltic SeaMostafavi, Majid; Delpeche-Ellmann, Nicole Camille; Ellmann, ArtuLiving Planet Symposium (LPS22)2022 / 1 p https://www.lps22.eu/

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71

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Sea level forecasting using deep recurrent neural networks with high-resolution hydrodynamic modelRajabi-Kiasari, Saeed; Ellmann, Artu; Delpeche-Ellmann, Nicole CamilleApplied ocean research2025 / art. 104496 https://doi.org/10.1016/j.apor.2025.104496

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72

book article

Sea level time series gap-filling with satellite altimetry using a bi-directional SARIMA modelMostafavi, Majid; Delpeche-Ellmann, Nicole Camille; Ellmann, Artu2023 Machine Learning And Data Analysis In Oceanography, University of Liège, Belgium2023 / 1 p Sea level time series gap-filling with satellite altimetry using a bi-directional SARIMA model

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73

journal article EST / journal article ENG

Shipborne GNSS acquisition of sea surface heights in the Baltic SeaLiibusk, Aive; Varbla, Sander; Ellmann, Artu; Vahter, Kaimo; Uiboupin, Rivo; Delpeche-Ellmann, Nicole CamilleJournal of geodetic science2022 / 21 p. : ill., map https://doi.org/10.1515/jogs-2022-0131 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Related publications 1

Iterative refinement and accuracy validation of marine geoid models = Meregeoidi mudelite iteratiivne täpsustamine ja täpsuse valideerimine

74

journal article EST / journal article ENG

Studying upwelling phases in the Kazakhstan part of the Caspian seaRakisheva, Zaure Bayanovna; Delpeche-Ellmann, Nicole Camille; Sakhayeva, AigerimInternational journal of mathematics and physics2020 / p. 45−50 : ill https://doi.org/10.26577/ijmph.2020.v11.i1.06 Journal metrics at Scopus Article at Scopus Article at WOS

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75

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SWOT-derived geometric marine geoid surface complements gravimetric geoid modelling approachesKupavõh, Aleksei; Ellmann, Artu; Delpeche-Ellmann, Nicole Camille; Varbla, SanderEGU General Assembly 20252025 / art. EGU25-10957 https://doi.org/10.5194/egusphere-egu25-10957

book article EST / book article ENG

Delpeche-Ellmann, Nicole Camille (author)

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author 10

CV 5

name of the person 4