[HTML][HTML] Coordinate transformation between global and local data based on artificial neural network with k-fold cross-validation in Ghana

YY Ziggah, H Youjian, AR Tierra… - Earth Sciences Research …, 2019 - scielo.org.co
ABSTRACT The popularity of Artificial Neural Network (ANN) methodology has been
growing in a wide variety of areas in geodesy and geospatial sciences. Its ability to perform …

Novel ellipsoidal heights predictive models based on artificial intelligence training algorithms and classical regression models techniques: A case study in the greater …

N Lamkaı, D Asenso-gyambıbı, MS Peprah… - … Journal of Earth …, 2022 - dergipark.org.tr
The standard forward transformation for the direct conversion of curvilinear geodetic
coordinates (φ, γ, Η) to its associated Cartesian coordinates (E, N, Z) has become a major …

[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) …

Least squares support vector machine model for coordinate transformation

YY Ziggah, Y Hu, Y Issaka… - Geodesy and …, 2019 - journals.vilniustech.lt
In coordinate transformation, the main purpose is to provide a mathematical relationship
between coordinates related to different geodetic reference frames. This gives the …

Development of ANN optimized affine-6 2D coordinate transformation model

MN Kinyua, AW Sichangi, MK Gachari - Applied Geomatics, 2024 - Springer
Coordinate transformation facilitates the integration of geodetic coordinates of points
obtained from different sources into a common geodetic reference frame. In existing studies …

Adjustment of Real-time Kinematic-Global Positioning System (RTK-GPS) Survey Data: A Comparative Performance Analysis of the Back Propagation Artificial Neural …

EK Larbi, MS Peprah… - International Journal of …, 2024 - dergipark.org.tr
This study seeks to conduct an empirical evaluation of the performances of two soft
computing methodologies comprising the Levenberg-Marquardt Back Propagation Artificial …

[PDF][PDF] Investigation into the accuracy and practicality of methods for transforming coordinates between geodetic datums

A Ruffhead - 2021 - repository.uel.ac.uk
This thesis is a study of methods of transforming coordinates between geodetic datums, the
methods being generally known as datum transformations. Direct methods are described …

Application of Multivariate Adaptive Regression Spline (MARS) Approach for 2D Coordinate Transformation

YY Ziggah, PB Laari - Ghana journal of technology, 2018 - umat.edu.gh
Coordinate transformation is still an on-going research area in the geodetic sciences. It
allow coordinates to be transformed from a source datum onto a target datum and vice versa …

Some mathematical assumptions for accurate transformation parameters between WGS84 and Nord Sahara geodetic systems

N Kheloufi, A Dehni - Journal of Geodetic Science, 2023 - degruyter.com
The transformation of coordinates between different geodetic datums has been a common
practice within the geospatial profession. Relating different geodetic datums mostly involves …

Incremental versus non-incremental learning in volcano monitoring tasks: A systematic review

JE Gómez, DC Corrales, ID López… - 2018 Seventeenth …, 2018 - ieeexplore.ieee.org
Since the beginning of planet Earth, volcanic activity has generated a series of events of
great destructive capacity. Many populations located in areas close to volcanoes coexist …