[HTML][HTML] Geoid undulation modeling through the Cokriging method–A case study of Guayaquil, Ecuador

IP Orejuela, CL González, XB Guerra, EC Mora… - Geodesy and …, 2021 - Elsevier
The determination of vertical component plays a fundamental role in the initial phase of
engineering applications. However, its acquisition is technically and economically …

Determination of Istanbul geoid using GNSS/levelling and valley cross levelling data

M Albayrak, MT Özlüdemir, MM Aref… - Geodesy and …, 2020 - Elsevier
Abstract The Istanbul GPS Triangulation Network (IGTN) and the Istanbul Levelling Network
(ILN), established in 2006, provide data for the determination of a local GNSS/levelling …

[HTML][HTML] Geoid undulation prediction using ANNs (RBFNN and GRNN), multiple linear regression (MLR), and interpolation methods: A comparative study

B Konakoglu, A Akar - Earth Sciences Research Journal, 2021 - scielo.org.co
This study evaluated different methods for geoid undulation prediction and included two
types of artificial neural networks (ANNs)-the radial basis function neural network (RBFNN) …

Evaluation of several geoid models for GNSS height transformation in Turkiye

A Soycan, Y Yılmaz, M Soycan - Sigma Journal of Engineering and …, 2023 - dergipark.org.tr
The main purpose of this paper is to present the results of 'external'quality tests for global,
regional and local geoid models. In this context, available geoid models were evaluated for …

Using direct transformation approach as an alternative technique to fuse global digital elevation models with GPS/levelling measurements in Egypt

HT Elshambaky - Journal of Applied Geodesy, 2019 - degruyter.com
Open global digital elevation models (GDEMs) represent a free and important source of
information that is available to any country. Fusion processing between global and national …

Prediction of geoid undulation using approaches based on GMDH, M5 model tree, MARS, GPR, and IDP

B Konakoglu, A Akar - Acta Geodaetica et Geophysica, 2022 - Springer
This study provides a comprehensive comparison of four different machine learning models
including the group method of data handling (GMDH), M5 model tree (M5MT), multivariate …

Enhancing the predictability of least-squares collocation through the integration with least-squares-support vector machine

HT Elshambaky - Journal of applied geodesy, 2019 - degruyter.com
Least-squares collocation (LSC) is a crucial mathematical tool for solving many geodetic
problems. It has the capability to adjust, filter, and predict unknown quantities that affect …

[PDF][PDF] GEOID UNDULATION PREDICTION USING GAUSSIAN PROCESSES REGRESSION: A CASE STUDY IN A LOCAL REGION IN TURKEY.

B Konakoglu, A Akar - Acta Geodynamica et Geomaterialia, 2021 - irsm.cas.cz
In order to convert ellipsoidal heights obtained by the Global Navigation Satellite System
(GNSS) to orthometric heights, it is necessary to know the distance between the ellipsoidal …

Local geoid determination using a generalized regression neural network and interpolation methods: A case study in Kars, Turkey

A Akar, B Konakoglu - Erzincan University Journal of Science and …, 2020 - dergipark.org.tr
This study aimed to determine the most suitable local geoid model based on 641
GNSS/leveling points within the borders of Kars Province in eastern Turkey using the …

Određivanje lokalnog geoida pomoću GNSS-nivelmana primjenom uvjetnog izjednačenja s nepoznatim modelom

Y Sisman, P Banasik, K Maciuk - Geodetski list, 2023 - hrcak.srce.hr
Sažetak Određivanje geoida pomoću GNSS-nivelmana definirano je kao matematički odnos
između ortometrijske i elipsoidne visine. Metoda interpolacije polinomne površine jedna je …